diff --git a/Vehicle Live Risk Prediction/Dataset/Vehicle Risk Prediction Dataset.csv b/Vehicle Live Risk Prediction/Dataset/Vehicle Risk Prediction Dataset.csv new file mode 100644 index 000000000..0ed76aac4 --- /dev/null +++ b/Vehicle Live Risk Prediction/Dataset/Vehicle Risk Prediction Dataset.csv @@ -0,0 +1,15001 @@ +Driver_Age,Driver_Experience,Driver_Awake_Time,Vehicle_Speed_Ratio,Last_Service_Months_Ago,Cargo_Load,Visibility,Light_Conditions,Road_Surface_Conditions,Weather,Road_Type,Landscape,Traffic_Density,Road_Hazards,Time_of_Day,Temperature,Fatigue_Level,Medical_Condition,Speeding,Risk_Score +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,Animals,Morning,22,Low,None,No,14.3 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,None,Yes,88.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,None,Yes,75.2 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,None,Yes,103.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,None,Yes,83.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Heart Disease,Yes,75.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Rural Road,Forest,Medium,None,Afternoon,17,Moderate,Asthma,Yes,58.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,12.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,Potholes,Afternoon,27,Low,None,No,11.2 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Diabetes,Yes,97.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Diabetes,Yes,75.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,None,Morning,5,High,None,Yes,72.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,5,High,Asthma,Yes,92.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,None,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,None,Yes,83.8 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Asthma,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,None,Yes,67.4 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Afternoon,16,Low,None,No,21.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,None,Yes,103.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Mountains,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,22.4 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,None,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,None,Yes,97.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,None,Yes,83.8 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Asthma,Yes,75.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,None,Yes,103.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,Construction,Afternoon,25,Low,None,No,14.7 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Diabetes,Yes,97.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,None,Yes,103.1 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Day,10,High,None,Yes,83.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Forest,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,Potholes,Afternoon,27,Low,None,No,11.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,None,Yes,75.2 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,None,Yes,83.8 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Heart Disease,Yes,90.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Asthma,Yes,103.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,None,Yes,103.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,None,Yes,67.4 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Heart Disease,Yes,75.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,Construction,Afternoon,25,Low,None,No,14.7 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Asthma,Yes,97.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,94.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,None,Yes,99.3 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Heart Disease,Yes,75.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Asthma,Yes,75.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Diabetes,Yes,97.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Asthma,No,61.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,None,Yes,88.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +51,27,8.7,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural,Forest,Medium,Construction,Day,18,Moderate,None,No,79.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Asthma,Yes,75.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,None,Yes,97.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Asthma,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,None,Yes,67.4 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,None,Yes,97.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,None,Yes,83.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Diabetes,Yes,97.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Heart Disease,Yes,75.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Heart Disease,Yes,75.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,None,Yes,83.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,None,Yes,103.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,None,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +53,49,6.0,2.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,Animals,Morning,0,Low,None,No,97.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,None,Yes,75.2 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Diabetes,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Diabetes,Yes,97.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,Animals,Morning,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Asthma,Yes,75.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,None,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Heart Disease,Yes,90.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,None,Yes,103.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,None,Yes,75.2 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,None,Yes,88.3 +59,35,9.8,1.76,15,834,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +76,10,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Day,15,High,Asthma,Yes,32.6 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Heart Disease,Yes,90.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,None,Yes,75.2 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.21,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,None,Yes,67.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,16,Moderate,None,No,51.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,12,High,Heart Disease,Yes,86.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Diabetes,Yes,97.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,None,Yes,83.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,None,Yes,103.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Asthma,Yes,103.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,None,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,None,Yes,67.4 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Heart Disease,Yes,75.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Mountains,High,Animals,Morning,0,High,Asthma,Yes,97.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,None,Yes,67.4 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Asthma,Yes,75.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Asthma,Yes,97.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Heart Disease,Yes,75.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Mountains,High,Animals,Morning,12,High,Asthma,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,None,Yes,83.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Asthma,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Heart Disease,Yes,77.6 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,,Forest,Low,None,Afternoon,25,Low,Diabetes,Yes,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Diabetes,Yes,75.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Suburban,Plains,Medium,Animals,Morning,16,Low,None,No,42.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Suburban,Fields,Low,None,Afternoon,25,Low,None,No,14.7 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Diabetes,Yes,97.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Day,15,Low,None,No,12.8 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,18,High,Heart Disease,Yes,39.5 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Diabetes,Yes,75.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,None,Yes,83.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Diabetes,Yes,75.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Diabetes,Yes,97.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +33,1,7.7,1.02,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,None,Morning,22,Moderate,None,No,10.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,None,Yes,97.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,None,Yes,67.4 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,Animals,Morning,22,Low,None,No,10.4 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +59,35,9.8,1.76,15,834,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Hills,Low,None,Morning,22,Low,None,No,14.3 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Asthma,Yes,97.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Animals,Day,20,Moderate,Diabetes,Yes,77.6 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Heart Disease,Yes,90.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,None,Yes,67.4 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Morning,22,Low,None,No,10.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Heart Disease,Yes,75.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Diabetes,Yes,97.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,None,Yes,75.2 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,52.2 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Asthma,Yes,75.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,None,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,15,Low,None,No,22.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,None,Yes,83.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Diabetes,Yes,75.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Diabetes,Yes,80.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Afternoon,16,Low,None,No,21.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,None,Yes,103.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,None,Yes,97.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,Animals,Morning,22,Low,None,No,10.4 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Asthma,Yes,75.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,None,Yes,83.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,None,Yes,67.4 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Diabetes,Yes,75.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,None,Yes,75.2 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,None,Yes,88.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Asthma,Yes,97.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Asthma,Yes,97.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,None,Yes,97.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Asthma,Yes,97.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,None,Yes,103.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Heart Disease,Yes,75.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Heart Disease,Yes,90.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,None,Yes,88.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Forest,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Asthma,Yes,75.2 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Asthma,Yes,97.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Forest,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +71,47,11.9,2.04,18,184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +31,7,7.3,1.22,5,298,Poor,Twilight,Wet,Overcast,Highway,Desert,High,None,Day,17,High,Arthritis,Yes,29.8 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Day,15,High,Heart Disease,Yes,92.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Rural,Forest,Medium,None,Afternoon,15,Moderate,None,No,61.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +62,36,10.5,1.76,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Asthma,Yes,75.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,None,Yes,97.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Diabetes,Yes,97.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Asthma,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Diabetes,Yes,75.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Heart Disease,Yes,75.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Asthma,Yes,75.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Heart Disease,Yes,90.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Diabetes,Yes,97.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Diabetes,Yes,75.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Asthma,Yes,90.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,None,Yes,97.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Obstacles,Morning,12,High,Arthritis,Yes,86.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Forest,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,None,Yes,88.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Diabetes,Yes,75.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Hilly,High,Debris,Night,-3,High,Diabetes,Yes,80.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,None,Yes,67.4 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Mountains,High,Debris,Night,-15,High,None,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,None,Yes,67.4 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Asthma,Yes,75.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,None,Yes,88.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +60,36,9.5,1.78,15,921,Moderate,Dusk,Moist,Foggy,Suburban,Hills,Medium,Construction,Day,18,Low,None,No,79.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,None,Yes,103.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,51,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,None,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,None,Yes,97.7 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +42,13,8.5,1.41,9,567,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,Potholes,Evening,12,Moderate,Hypertension,No,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,None,Yes,67.4 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Heart Disease,Yes,75.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,Animals,Morning,26,Low,None,No,13.7 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Heart Disease,Yes,75.2 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Mountains,High,None,Night,-8,High,None,Yes,97.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,20,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,None,Yes,75.2 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,None,Yes,67.4 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +35,10,8.3,1.27,8,428,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,None,Day,15,Moderate,None,No,32.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,None,Yes,67.4 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,None,Yes,97.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,None,Yes,75.2 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,None,Yes,88.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Diabetes,Yes,75.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,None,Yes,67.4 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,None,Yes,67.4 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,None,Yes,97.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Heart Disease,Yes,79.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,None,Yes,88.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,None,Yes,67.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,None,Yes,67.4 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,None,Yes,83.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,None,Yes,88.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Suburban,Plains,Medium,None,Afternoon,15,Low,None,No,61.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Heart Disease,Yes,90.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,None,Yes,83.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,Animals,Morning,16,Low,None,No,49.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,None,Yes,67.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +63,34,11.3,1.8,16,107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Diabetes,Yes,97.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Asthma,Yes,75.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,None,Yes,67.4 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.8,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Diabetes,Yes,75.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Asthma,Yes,97.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Heart Disease,Yes,90.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Forest,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,None,Yes,67.4 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Mountains,High,Potholes,Night,0,High,Asthma,Yes,83.8 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,12.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Heart Disease,Yes,90.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,None,Yes,94.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,None,Yes,67.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Diabetes,Yes,75.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,10,High,Heart Disease,Yes,88.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,Asthma,No,12.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,None,Yes,88.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,16,Moderate,None,No,58.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Asthma,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Suburban,Hills,Medium,None,Afternoon,15,Low,None,No,61.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Asthma,Yes,75.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,None,Yes,88.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Asthma,Yes,90.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,None,Yes,83.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,None,Yes,97.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Asthma,Yes,97.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Asthma,Yes,97.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +26,5,6.2,1.12,3,167,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Morning,24,Low,None,No,14.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,None,Yes,103.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Heart Disease,Yes,75.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Asthma,Yes,103.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,20,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Construction,Morning,12,High,None,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,None,Yes,75.2 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hilly,Medium,None,Evening,18,Low,Asthma,Yes,19.4 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Asthma,Yes,75.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,None,Yes,67.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Heart Disease,Yes,75.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Asthma,Yes,97.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Asthma,Yes,97.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,Construction,Afternoon,17,Moderate,None,No,58.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Morning,10,High,Heart Disease,Yes,47.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,None,Yes,75.2 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Asthma,Yes,97.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Heart Disease,Yes,75.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,None,Yes,88.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Asthma,Yes,90.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +34,8,7.1,1.2,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,Animals,Morning,18,Low,None,No,39.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,None,Yes,88.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Asthma,Yes,90.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Asthma,Yes,75.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Asthma,Yes,97.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,None,Yes,97.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Mountains,High,Animals,Night,-10,High,None,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +28,5,6.5,1.14,3,183,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Morning,24,Low,None,No,15.1 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Diabetes,Yes,97.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Asthma,Yes,97.5 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Heart Disease,Yes,90.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Heart Disease,Yes,90.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,None,Yes,103.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Asthma,Yes,75.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Forest,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,None,Yes,75.2 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,None,Yes,83.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,None,Yes,83.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Mountains,High,Animals,Night,-10,High,Asthma,Yes,99.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Asthma,Yes,97.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Asthma,Yes,97.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,None,Yes,103.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Asthma,Yes,90.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,None,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,None,Yes,67.4 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Asthma,Yes,97.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,None,Yes,83.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,None,Yes,97.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,None,Yes,83.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,None,Yes,97.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Diabetes,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Diabetes,Yes,97.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Diabetes,Yes,75.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,None,Yes,83.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Heart Disease,Yes,90.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +54,25,10.9,1.62,13,842,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-3,High,Heart Disease,Yes,80.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,None,Yes,75.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,10.9,1.27,13,461,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,None,Day,15,High,Asthma,Yes,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Forest,High,Debris,Night,-3,High,Asthma,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,None,Yes,103.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,None,Yes,88.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,None,Yes,75.2 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Morning,5,High,Asthma,Yes,94.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,Potholes,Evening,18,Low,None,No,19.4 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,None,Yes,83.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Asthma,Yes,75.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Asthma,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +32,3,5.9,1.09,6,167,Moderate,Day,Dry,Clear,Urban,Urban,Medium,None,Afternoon,25,Moderate,Hypertension,No,14.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Debris,Day,20,Moderate,Diabetes,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Diabetes,Yes,97.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Heart Disease,Yes,90.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,None,Yes,75.2 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,None,Yes,97.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Asthma,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +73,47,12.1,2.06,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Asthma,Yes,90.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,27,Moderate,None,No,58.5 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Asthma,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Heart Disease,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Heart Disease,Yes,75.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Heart Disease,Yes,75.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-8,High,Heart Disease,Yes,87.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,5,High,Asthma,Yes,92.6 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,None,Yes,97.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Heart Disease,Yes,90.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,None,Yes,103.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Morning,22,Low,None,No,14.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Heart Disease,Yes,90.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Heart Disease,Yes,90.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,None,Yes,97.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,None,Yes,103.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +32,3,7.2,1.09,6,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Afternoon,25,Low,None,No,14.7 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Asthma,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,None,Yes,75.2 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,None,Yes,75.2 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,None,Yes,88.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,None,Yes,97.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Heart Disease,Yes,90.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,None,Yes,103.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,None,Yes,88.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,None,Yes,83.8 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural,Forest,Medium,Construction,Day,18,Moderate,None,No,79.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,None,Yes,103.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +63,39,12.1,1.82,18,968,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Diabetes,Yes,75.2 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +53,49,9.8,2.08,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Diabetes,Yes,97.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,None,Yes,88.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Asthma,Yes,75.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,None,Yes,83.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,None,Yes,67.4 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,None,Yes,83.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +65,41,10.7,1.89,17,1008,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +57,36,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Asthma,Yes,90.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Heart Disease,Yes,75.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Heart Disease,Yes,90.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,None,Yes,103.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Asthma,Yes,75.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Heart Disease,Yes,75.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Asthma,No,61.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Heart Disease,Yes,75.2 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,None,Yes,88.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Heart Disease,Yes,75.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Diabetes,Yes,75.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,10,High,Arthritis,Yes,88.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Diabetes,Yes,75.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Diabetes,Yes,97.7 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Asthma,Yes,75.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +68,44,11.3,1.97,17,1076,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,None,Night,-8,High,None,Yes,97.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Diabetes,Yes,97.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Asthma,Yes,99.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Asthma,Yes,92.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,None,Yes,103.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Asthma,Yes,75.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Heart Disease,Yes,90.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Obstacles,Morning,18,Moderate,None,No,39.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Asthma,Yes,83.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,20,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hilly,Medium,None,Evening,18,Low,Asthma,Yes,19.4 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Diabetes,Yes,97.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Arthritis,Yes,97.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Diabetes,Yes,75.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Arthritis,Yes,64.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,12.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Arthritis,Yes,86.7 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Diabetes,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Asthma,Yes,90.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Arthritis,Yes,90.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,None,Yes,94.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +71,47,12.1,2.04,18,1164,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,None,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,None,Yes,103.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Arthritis,Yes,83.8 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Arthritis,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Mountains,High,None,Morning,15,High,None,Yes,75.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,10,High,None,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Heart Disease,Yes,75.2 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,16,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Diabetes,Yes,97.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Asthma,Yes,94.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Heart Disease,Yes,75.2 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Heart Disease,Yes,90.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,None,Yes,75.2 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Asthma,Yes,90.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,None,Yes,92.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Desert,High,None,Morning,15,High,Arthritis,Yes,75.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,None,Yes,99.3 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,None,Yes,75.2 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Potholes,Night,0,High,None,Yes,83.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Potholes,Morning,5,High,Arthritis,Yes,92.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Heart Disease,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Asthma,Yes,75.2 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,None,Yes,97.5 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Asthma,Yes,86.7 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Desert,High,Animals,Morning,0,High,Arthritis,Yes,97.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Arthritis,Yes,67.4 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Desert,High,None,Morning,8,High,Heart Disease,Yes,90.1 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Animals,Morning,12,High,Heart Disease,Yes,86.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Diabetes,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Arthritis,Yes,99.3 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Heart Disease,Yes,92.5 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Diabetes,Yes,75.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Diabetes,Yes,90.1 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Asthma,Yes,97.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Diabetes,Yes,97.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Asthma,Yes,97.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Asthma,Yes,103.1 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Asthma,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,None,Yes,90.1 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,None,Yes,86.7 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,None,Yes,64.2 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Asthma,Yes,92.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Diabetes,Yes,92.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Heart Disease,Yes,88.3 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Animals,Morning,0,High,Heart Disease,Yes,97.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Debris,Night,-15,High,Diabetes,Yes,103.1 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,None,Night,-8,High,Heart Disease,Yes,97.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Arthritis,Yes,103.1 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,12,High,Asthma,Yes,86.7 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Animals,Morning,12,High,Asthma,Yes,86.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,Asthma,Yes,80.1 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,None,Yes,97.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,None,Yes,97.7 +26,4,6.1,1.12,2,154,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,18,Low,None,No,19.4 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +29,6,6.5,1.16,3,197,Moderate,Dusk,Moist,Partly Cloudy,Suburban,Hills,Medium,None,Evening,16,Low,None,No,21.8 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Debris,Morning,10,High,Arthritis,Yes,88.3 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,None,Morning,15,High,Heart Disease,Yes,75.2 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,None,Day,15,Moderate,Asthma,Yes,86.1 +51,27,8.3,1.51,13,747,Poor,Twilight,Wet,Rainy,Highway,Forest,High,None,Morning,15,High,Heart Disease,Yes,75.2 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Asthma,Yes,97.7 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Potholes,Day,20,Moderate,Asthma,Yes,77.6 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Debris,Night,-15,High,None,Yes,103.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Potholes,Day,20,Moderate,Arthritis,Yes,77.6 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,None,Night,-8,High,Diabetes,Yes,97.7 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,None,Yes,92.5 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Desert,High,Potholes,Evening,10,High,Heart Disease,Yes,67.4 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Asthma,Yes,99.3 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Diabetes,Yes,83.8 +68,44,11.2,1.95,17,1050,Poor,Twilight,Icy,Snowy,Highway,Forest,High,Potholes,Morning,5,High,Heart Disease,Yes,92.6 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Forest,Medium,Construction,Day,18,Moderate,Asthma,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Construction,Night,-3,High,Asthma,Yes,92.5 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Construction,Day,18,Moderate,Diabetes,Yes,79.2 +60,36,9.5,1.78,15,921,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,Construction,Day,18,Moderate,Arthritis,Yes,79.2 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Construction,Night,-3,High,Diabetes,Yes,92.5 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Heart Disease,Yes,83.8 +60,36,9.8,1.76,15,934,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Construction,Night,-3,High,Arthritis,Yes,92.5 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +76,52,12.9,2.17,19,1260,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Debris,Night,-15,High,Heart Disease,Yes,103.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +31,7,7.3,1.22,5,298,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,17,Moderate,None,No,29.8 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +35,10,7.9,1.27,7,421,Moderate,Dawn,Wet,Overcast,Rural,Forest,Medium,None,Day,15,Moderate,None,No,32.6 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Asthma,Yes,90.1 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,None,Yes,82.6 +54,25,10.9,1.62,13,842,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-3,High,None,Yes,80.1 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,None,No,61.2 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Debris,Morning,10,High,Asthma,Yes,88.3 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +73,49,12.1,2.08,18,1134,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,Animals,Morning,0,High,Asthma,Yes,97.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Asthma,Yes,88.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,Asthma,Yes,67.4 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Diabetes,Yes,64.2 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,10,High,Diabetes,Yes,67.4 +19,1,5.5,1.02,1,88,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,22,Low,None,No,10.4 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +28,5,6.4,1.14,3,189,Good,Day,Dry,Clear,Rural,Forest,Low,None,Morning,24,Low,None,No,15.1 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +22,2,5.1,1.01,1,78,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,27,Low,None,No,11.2 +37,8,7.8,1.29,4,312,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,27,Low,None,No,22.4 +32,3,5.9,1.09,6,167,Good,Day,Dry,Clear,Urban,Urban,Low,None,Afternoon,25,Low,None,No,14.7 +25,3,6.0,1.08,2,114,Good,Day,Dry,Clear,Rural,Fields,Low,None,Afternoon,26,Low,None,No,13.7 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +20,1,5.7,1.04,2,112,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,24,Low,None,No,12.1 +26,5,6.2,1.12,3,167,Good,Day,Dry,Sunny,Suburban,Fields,Low,None,Morning,22,Low,None,No,14.3 +47,18,9.1,1.48,11,687,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,10,High,None,Yes,67.4 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Forest,High,None,Morning,8,High,Asthma,Yes,90.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Hilly,High,Potholes,Evening,12,High,Asthma,Yes,64.2 +65,41,10.7,1.89,17,1000,Poor,Twilight,Icy,Snowy,Highway,Hilly,High,None,Morning,8,High,Diabetes,Yes,90.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,None,No,58.5 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +31,7,6.8,1.19,4,234,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,20,Low,None,No,22.6 +58,29,11.7,1.67,15,952,Poor,Dark,Icy,Blizzard,Highway,Mountains,High,Debris,Night,-5,High,Asthma,Yes,82.6 +34,8,7.1,1.22,5,283,Moderate,Dawn,Moist,Partly Cloudy,Suburban,Plains,Medium,None,Day,18,Low,None,No,24.3 +62,38,10.5,1.85,16,985,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Debris,Morning,10,High,Diabetes,Yes,88.3 +59,35,9.8,1.76,15,934,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Animals,Morning,12,High,Diabetes,Yes,86.7 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +33,8,7.7,1.3,6,392,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,18,Moderate,None,No,39.5 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +37,12,8.3,1.38,8,498,Moderate,Dawn,Moist,Overcast,Rural,Plains,Medium,Animals,Morning,16,Moderate,None,No,42.7 +55,31,8.7,1.58,14,813,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Potholes,Night,0,High,Asthma,Yes,83.8 +68,44,11.3,1.97,17,1076,Poor,Twilight,Slippery,Blizzard,Highway,Hilly,High,None,Night,-8,High,Diabetes,Yes,97.7 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,None,Day,15,Moderate,Diabetes,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +66,42,10.9,1.93,17,1042,Moderate,Dawn,Wet,Foggy,Rural Road,Hilly,Medium,None,Day,15,Moderate,Arthritis,Yes,86.1 +59,30,10.8,1.73,15,973,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,17,Moderate,Hypertension,No,58.5 +57,33,9.1,1.7,14,874,Moderate,Dawn,Wet,Foggy,Rural Road,Desert,Medium,Potholes,Day,20,Moderate,Diabetes,Yes,77.6 +42,13,8.5,1.41,9,567,Poor,Twilight,Wet,Rainy,Highway,Forest,High,Potholes,Evening,12,High,Heart Disease,Yes,64.2 +63,34,11.3,1.8,16,1107,Moderate,Day,Wet,Rainy,Urban,Urban,Medium,None,Afternoon,15,Moderate,Hypertension,No,61.2 +71,47,11.9,2.04,18,1184,Poor,Twilight,Slippery,Blizzard,Highway,Forest,High,Animals,Night,-10,High,Heart Disease,Yes,99.3 +63,39,10.2,1.82,16,968,Poor,Twilight,Slippery,Blizzard,Highway,Desert,High,Obstacles,Night,-5,High,Heart Disease,Yes,94.1 diff --git a/Vehicle Live Risk Prediction/Images/1.png b/Vehicle Live Risk Prediction/Images/1.png new file mode 100644 index 000000000..24b689ab0 Binary files /dev/null and b/Vehicle Live Risk Prediction/Images/1.png differ diff --git a/Vehicle Live Risk Prediction/Images/2.png b/Vehicle Live Risk Prediction/Images/2.png new file mode 100644 index 000000000..3b0e4e0e7 Binary files /dev/null and b/Vehicle Live Risk Prediction/Images/2.png differ diff --git a/Vehicle Live Risk Prediction/Images/3.png b/Vehicle Live Risk Prediction/Images/3.png new file mode 100644 index 000000000..29f52333d Binary files /dev/null and b/Vehicle Live Risk Prediction/Images/3.png differ diff --git a/Vehicle Live Risk Prediction/Images/boxplot_Fatigue_Level.png b/Vehicle Live Risk Prediction/Images/boxplot_Fatigue_Level.png new file mode 100644 index 000000000..694c62eca Binary files /dev/null and b/Vehicle Live Risk Prediction/Images/boxplot_Fatigue_Level.png differ diff --git a/Vehicle Live Risk Prediction/Images/boxplot_Landscape.png b/Vehicle Live Risk Prediction/Images/boxplot_Landscape.png new file mode 100644 index 000000000..260bdb6e4 Binary files /dev/null and b/Vehicle Live Risk Prediction/Images/boxplot_Landscape.png differ diff --git a/Vehicle Live Risk 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new file mode 100644 index 000000000..a12b17d55 Binary files /dev/null and b/Vehicle Live Risk Prediction/Images/boxplot_Road_Surface_Conditions.png differ diff --git a/Vehicle Live Risk Prediction/Images/boxplot_Road_Type.png b/Vehicle Live Risk Prediction/Images/boxplot_Road_Type.png new file mode 100644 index 000000000..11952b280 Binary files /dev/null and b/Vehicle Live Risk Prediction/Images/boxplot_Road_Type.png differ diff --git a/Vehicle Live Risk Prediction/Images/boxplot_Speeding.png b/Vehicle Live Risk Prediction/Images/boxplot_Speeding.png new file mode 100644 index 000000000..3b0e4e0e7 Binary files /dev/null and b/Vehicle Live Risk Prediction/Images/boxplot_Speeding.png differ diff --git a/Vehicle Live Risk Prediction/Images/boxplot_Time_of_Day.png b/Vehicle Live Risk Prediction/Images/boxplot_Time_of_Day.png new file mode 100644 index 000000000..5f8444895 Binary files /dev/null and b/Vehicle Live Risk Prediction/Images/boxplot_Time_of_Day.png differ diff --git a/Vehicle 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index 000000000..c87198db1 Binary files /dev/null and b/Vehicle Live Risk Prediction/Images/violinplot_Visibility.png differ diff --git a/Vehicle Live Risk Prediction/Images/violinplot_Weather.png b/Vehicle Live Risk Prediction/Images/violinplot_Weather.png new file mode 100644 index 000000000..ded711f68 Binary files /dev/null and b/Vehicle Live Risk Prediction/Images/violinplot_Weather.png differ diff --git a/Vehicle Live Risk Prediction/Model/ANN_Based.ipynb b/Vehicle Live Risk Prediction/Model/ANN_Based.ipynb new file mode 100644 index 000000000..07249431c --- /dev/null +++ b/Vehicle Live Risk Prediction/Model/ANN_Based.ipynb @@ -0,0 +1,158 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 5, + "id": "c26d8b33-9032-4972-91cb-70eedea7591d", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.preprocessing import StandardScaler\n", + "from sklearn.metrics import accuracy_score, classification_report\n", + "from tensorflow import keras\n", + "from tensorflow.keras import layers\n", + "from sklearn.preprocessing import LabelEncoder\n", + "\n", + "df = pd.read_csv(\"Downloads/Vehicle Risk Prediction Dataset.csv\")\n", + "\n", + "\n", + "\n", + "# Encode categorical features using LabelEncoder\n", + "le_visibility = LabelEncoder()\n", + "le_road_surface_conditions = LabelEncoder()\n", + "le_weather = LabelEncoder()\n", + "le_traffic_density = LabelEncoder()\n", + "le_road_hazards = LabelEncoder()\n", + "#le_time_of_day = LabelEncoder()\n", + "le_fatigue_level = LabelEncoder()\n", + "le_medical_condition = LabelEncoder()\n", + "le_speeding = LabelEncoder()\n", + "le_light= LabelEncoder()\n", + "#le_road_type=LabelEncoder()\n", + "#le_landscape=LabelEncoder()\n", + "\n", + "df['visibility_n'] = le_visibility.fit_transform(df['Visibility'])\n", + "df['road_surface_conditions_n'] = le_road_surface_conditions.fit_transform(df['Road_Surface_Conditions'])\n", + "df['weather_n'] = le_weather.fit_transform(df['Weather'])\n", + "df['traffic_density_n'] = le_traffic_density.fit_transform(df['Traffic_Density'])\n", + "df['road_hazards_n'] = le_road_hazards.fit_transform(df['Road_Hazards'])\n", + "#df['time_of_day_n'] = le_time_of_day.fit_transform(df['Time_of_Day'])\n", + "df['fatigue_level_n'] = le_fatigue_level.fit_transform(df['Fatigue_Level'])\n", + "df['medical_condition_n'] = le_medical_condition.fit_transform(df['Medical_Condition'])\n", + "df['speeding_n'] = le_speeding.fit_transform(df['Speeding'])\n", + "df['light_condition']=le_light.fit_transform(df['Light_Conditions'])\n", + "#df['roadtype'] = le_road_type.fit_transform(df['Road_Type'])\n", + "#df['landscape_n']=le_landscape.fit_transform(df['Landscape'])\n", + "\n", + "df = df.drop(['Light_Conditions', 'Road_Type', 'Landscape', 'Visibility', 'Road_Surface_Conditions', 'Weather', 'Traffic_Density', 'Road_Hazards', 'Time_of_Day', 'Fatigue_Level', 'Medical_Condition', 'Speeding','Driver_Age','Last_Service_Months_Ago'], axis='columns')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "a355b768-dc55-4b75-a35a-9b7125797e72", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2024-01-16 00:23:27.443768: I tensorflow/core/common_runtime/process_util.cc:146] Creating new thread pool with default inter op setting: 2. Tune using inter_op_parallelism_threads for best performance.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 1/2\n", + "1920/1920 [==============================] - 7s 3ms/step - loss: 0.0174 - accuracy: 0.9957 - val_loss: 0.0157 - val_accuracy: 0.9983\n", + "Epoch 2/2\n", + "1920/1920 [==============================] - 6s 3ms/step - loss: 4.1210e-04 - accuracy: 0.9999 - val_loss: 0.0180 - val_accuracy: 0.9983\n", + "94/94 [==============================] - 0s 2ms/step\n", + "Accuracy: 0.9996666666666667\n", + "\n", + "Classification Report:\n", + " precision recall f1-score support\n", + "\n", + " 0 1.00 1.00 1.00 1168\n", + " 1 1.00 1.00 1.00 1832\n", + "\n", + " accuracy 1.00 3000\n", + " macro avg 1.00 1.00 1.00 3000\n", + "weighted avg 1.00 1.00 1.00 3000\n", + "\n" + ] + } + ], + "source": [ + "X= df.drop('Risk_Score', axis=1)\n", + "y = df['Risk_Score'].apply(lambda x: 1 if x > 50 else 0)\n", + "\n", + "# Split the data into training and testing sets\n", + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n", + "\n", + "# Standardize features (important for neural networks)\n", + "scaler = StandardScaler()\n", + "X_train_scaled = scaler.fit_transform(X_train)\n", + "X_test_scaled = scaler.transform(X_test)\n", + "\n", + "# Create an Artificial Neural Network model with dropout layers\n", + "model = keras.Sequential([\n", + " layers.Dense(64, activation='relu', input_dim=X_train.shape[1]),\n", + " layers.Dropout(0.2), # Add dropout layer\n", + " layers.Dense(32, activation='relu'),\n", + " layers.Dropout(0.2), # Add dropout layer\n", + " layers.Dense(1, activation='sigmoid') # For binary classification, sigmoid activation\n", + "])\n", + "\n", + "# Compile the model\n", + "model.compile(optimizer='adam', loss='binary_crossentropy', metrics=['accuracy'])\n", + "\n", + "# Train the model\n", + "model.fit(X_train_scaled, y_train, epochs=2, batch_size=5, validation_split=0.2)\n", + "\n", + "# Make predictions on the test set\n", + "y_pred_proba = model.predict(X_test_scaled)\n", + "y_pred = (y_pred_proba > 0.5).astype(int)\n", + "\n", + "# Evaluate the model\n", + "accuracy = accuracy_score(y_test, y_pred)\n", + "class_report = classification_report(y_test, y_pred)\n", + "\n", + "print(\"Accuracy:\", accuracy)\n", + "print(\"\\nClassification Report:\\n\", class_report)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d165f77a-a6c5-41a1-8fb7-bb95b6e481a1", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Vehicle Live Risk Prediction/Model/Dtree1_with_EDA.ipynb b/Vehicle Live Risk Prediction/Model/Dtree1_with_EDA.ipynb new file mode 100644 index 000000000..400d9e8ca --- /dev/null +++ b/Vehicle Live Risk Prediction/Model/Dtree1_with_EDA.ipynb @@ -0,0 +1,1493 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "2ead3eda-b71a-4bb1-b910-2aa1bed866cf", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import numpy as np" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "708ab2d5-5a91-4586-8657-d5a86f43e911", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv(\"Downloads/Vehicle Risk Prediction Dataset.csv\")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "fe1867c4-5f0a-4993-ad90-e6a938697239", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Driver_AgeDriver_ExperienceDriver_Awake_TimeVehicle_Speed_RatioLast_Service_Months_AgoCargo_LoadVisibilityLight_ConditionsRoad_Surface_ConditionsWeatherRoad_TypeLandscapeTraffic_DensityRoad_HazardsTime_of_DayTemperatureFatigue_LevelMedical_ConditionSpeedingRisk_Score
01915.51.02188GoodDayDryClearRuralForestLowNoneMorning22LowNoneNo10.4
11915.51.02188GoodDayDryClearRuralForestLowNoneMorning22LowNoneNo10.4
21915.51.02188GoodDayDryClearRuralForestLowNoneMorning22LowNoneNo10.4
33235.91.096167GoodDayDryClearUrbanUrbanLowNoneAfternoon25LowNoneNo14.7
43235.91.096167GoodDayDryClearUrbanUrbanLowNoneAfternoon25LowNoneNo14.7
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" + ], + "text/plain": [ + " Driver_Age Driver_Experience Driver_Awake_Time Vehicle_Speed_Ratio \\\n", + "0 19 1 5.5 1.02 \n", + "1 19 1 5.5 1.02 \n", + "2 19 1 5.5 1.02 \n", + "3 32 3 5.9 1.09 \n", + "4 32 3 5.9 1.09 \n", + "\n", + " Last_Service_Months_Ago Cargo_Load Visibility Light_Conditions \\\n", + "0 1 88 Good Day \n", + "1 1 88 Good Day \n", + "2 1 88 Good Day \n", + "3 6 167 Good Day \n", + "4 6 167 Good Day \n", + "\n", + " Road_Surface_Conditions Weather Road_Type Landscape Traffic_Density \\\n", + "0 Dry Clear Rural Forest Low \n", + "1 Dry Clear Rural Forest Low \n", + "2 Dry Clear Rural Forest Low \n", + "3 Dry Clear Urban Urban Low \n", + "4 Dry Clear Urban Urban Low \n", + "\n", + " Road_Hazards Time_of_Day Temperature Fatigue_Level Medical_Condition \\\n", + "0 None Morning 22 Low None \n", + "1 None Morning 22 Low None \n", + "2 None Morning 22 Low None \n", + "3 None Afternoon 25 Low None \n", + "4 None Afternoon 25 Low None \n", + "\n", + " Speeding Risk_Score \n", + "0 No 10.4 \n", + "1 No 10.4 \n", + "2 No 10.4 \n", + "3 No 14.7 \n", + "4 No 14.7 " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "421f0edd-be4f-4ee2-989d-78513c26c47b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Driver_Age 0\n", + "Driver_Experience 0\n", + "Driver_Awake_Time 0\n", + "Vehicle_Speed_Ratio 0\n", + "Last_Service_Months_Ago 0\n", + "Cargo_Load 0\n", + "Visibility 0\n", + "Light_Conditions 0\n", + "Road_Surface_Conditions 0\n", + "Weather 0\n", + "Road_Type 1\n", + "Landscape 0\n", + "Traffic_Density 0\n", + "Road_Hazards 0\n", + "Time_of_Day 0\n", + "Temperature 0\n", + "Fatigue_Level 0\n", + "Medical_Condition 0\n", + "Speeding 0\n", + "Risk_Score 0\n", + "dtype: int64" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.isnull().sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "bc013ad0-176f-4108-820a-1a123cc8cd29", + "metadata": {}, + "outputs": [], + "source": [ + "inputs = df.drop('Risk_Score',axis='columns')\n", + "target=df['Risk_Score']" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "3ddaa764-7a3f-4b52-afcf-9128b3eb093f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Driver_AgeDriver_ExperienceDriver_Awake_TimeVehicle_Speed_RatioLast_Service_Months_AgoCargo_LoadVisibilityLight_ConditionsRoad_Surface_ConditionsWeather...Speedingvisibility_nroad_surface_conditions_nweather_ntraffic_density_nroad_hazards_ntime_of_day_nfatigue_level_nmedical_condition_nspeeding_n
01915.51.02188GoodDayDryClear...No001133150
11915.51.02188GoodDayDryClear...No001133150
21915.51.02188GoodDayDryClear...No001133150
33235.91.096167GoodDayDryClear...No001130150
43235.91.096167GoodDayDryClear...No001130150
..................................................................
1499557339.11.7014874ModerateDawnWetFoggy...Yes142251221
1499642138.51.419567PoorTwilightWetRainy...Yes245052031
14997633411.31.80161107ModerateDayWetRainy...No145230240
14998714711.92.04181184PoorTwilightSlipperyBlizzard...Yes230004031
14999633910.21.8216968PoorTwilightSlipperyBlizzard...Yes230044031
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15000 rows × 28 columns

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" + ], + "text/plain": [ + " Driver_Age Driver_Experience Driver_Awake_Time Vehicle_Speed_Ratio \\\n", + "0 19 1 5.5 1.02 \n", + "1 19 1 5.5 1.02 \n", + "2 19 1 5.5 1.02 \n", + "3 32 3 5.9 1.09 \n", + "4 32 3 5.9 1.09 \n", + "... ... ... ... ... \n", + "14995 57 33 9.1 1.70 \n", + "14996 42 13 8.5 1.41 \n", + "14997 63 34 11.3 1.80 \n", + "14998 71 47 11.9 2.04 \n", + "14999 63 39 10.2 1.82 \n", + "\n", + " Last_Service_Months_Ago Cargo_Load Visibility Light_Conditions \\\n", + "0 1 88 Good Day \n", + "1 1 88 Good Day \n", + "2 1 88 Good Day \n", + "3 6 167 Good Day \n", + "4 6 167 Good Day \n", + "... ... ... ... ... \n", + "14995 14 874 Moderate Dawn \n", + "14996 9 567 Poor Twilight \n", + "14997 16 1107 Moderate Day \n", + "14998 18 1184 Poor Twilight \n", + "14999 16 968 Poor Twilight \n", + "\n", + " Road_Surface_Conditions Weather ... Speeding visibility_n \\\n", + "0 Dry Clear ... No 0 \n", + "1 Dry Clear ... No 0 \n", + "2 Dry Clear ... No 0 \n", + "3 Dry Clear ... No 0 \n", + "4 Dry Clear ... No 0 \n", + "... ... ... ... ... ... \n", + "14995 Wet Foggy ... Yes 1 \n", + "14996 Wet Rainy ... Yes 2 \n", + "14997 Wet Rainy ... No 1 \n", + "14998 Slippery Blizzard ... Yes 2 \n", + "14999 Slippery Blizzard ... Yes 2 \n", + "\n", + " road_surface_conditions_n weather_n traffic_density_n road_hazards_n \\\n", + "0 0 1 1 3 \n", + "1 0 1 1 3 \n", + "2 0 1 1 3 \n", + "3 0 1 1 3 \n", + "4 0 1 1 3 \n", + "... ... ... ... ... \n", + "14995 4 2 2 5 \n", + "14996 4 5 0 5 \n", + "14997 4 5 2 3 \n", + "14998 3 0 0 0 \n", + "14999 3 0 0 4 \n", + "\n", + " time_of_day_n fatigue_level_n medical_condition_n speeding_n \n", + "0 3 1 5 0 \n", + "1 3 1 5 0 \n", + "2 3 1 5 0 \n", + "3 0 1 5 0 \n", + "4 0 1 5 0 \n", + "... ... ... ... ... \n", + "14995 1 2 2 1 \n", + "14996 2 0 3 1 \n", + "14997 0 2 4 0 \n", + "14998 4 0 3 1 \n", + "14999 4 0 3 1 \n", + "\n", + "[15000 rows x 28 columns]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sklearn.preprocessing import LabelEncoder\n", + "\n", + "# Assuming 'inputs' is your DataFrame\n", + "\n", + "le_visibility = LabelEncoder()\n", + "le_road_surface_conditions = LabelEncoder()\n", + "le_weather = LabelEncoder()\n", + "le_traffic_density = LabelEncoder()\n", + "le_road_hazards = LabelEncoder()\n", + "le_time_of_day = LabelEncoder()\n", + "le_fatigue_level = LabelEncoder()\n", + "le_medical_condition = LabelEncoder()\n", + "le_speeding = LabelEncoder()\n", + "\n", + "inputs['visibility_n'] = le_visibility.fit_transform(inputs['Visibility'])\n", + "inputs['road_surface_conditions_n'] = le_road_surface_conditions.fit_transform(inputs['Road_Surface_Conditions'])\n", + "inputs['weather_n'] = le_weather.fit_transform(inputs['Weather'])\n", + "inputs['traffic_density_n'] = le_traffic_density.fit_transform(inputs['Traffic_Density'])\n", + "inputs['road_hazards_n'] = le_road_hazards.fit_transform(inputs['Road_Hazards'])\n", + "inputs['time_of_day_n'] = le_time_of_day.fit_transform(inputs['Time_of_Day'])\n", + "inputs['fatigue_level_n'] = le_fatigue_level.fit_transform(inputs['Fatigue_Level'])\n", + "inputs['medical_condition_n'] = le_medical_condition.fit_transform(inputs['Medical_Condition'])\n", + "inputs['speeding_n'] = le_speeding.fit_transform(inputs['Speeding'])\n", + "inputsinputs = df.drop('salary_more_then_100k',axis='columns')" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "8b3137cb-e4ef-4471-ac79-31abdfa90f53", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Driver_AgeDriver_ExperienceDriver_Awake_TimeVehicle_Speed_RatioLast_Service_Months_AgoCargo_LoadTemperaturevisibility_nroad_surface_conditions_nweather_ntraffic_density_nroad_hazards_ntime_of_day_nfatigue_level_nmedical_condition_nspeeding_n
01915.51.0218822001133150
11915.51.0218822001133150
21915.51.0218822001133150
33235.91.09616725001130150
43235.91.09616725001130150
...................................................
1499557339.11.701487420142251221
1499642138.51.41956712245052031
14997633411.31.8016110715145230240
14998714711.92.04181184-10230004031
14999633910.21.8216968-5230044031
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15000 rows × 16 columns

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" + ], + "text/plain": [ + " Driver_Age Driver_Experience Driver_Awake_Time Vehicle_Speed_Ratio \\\n", + "0 19 1 5.5 1.02 \n", + "1 19 1 5.5 1.02 \n", + "2 19 1 5.5 1.02 \n", + "3 32 3 5.9 1.09 \n", + "4 32 3 5.9 1.09 \n", + "... ... ... ... ... \n", + "14995 57 33 9.1 1.70 \n", + "14996 42 13 8.5 1.41 \n", + "14997 63 34 11.3 1.80 \n", + "14998 71 47 11.9 2.04 \n", + "14999 63 39 10.2 1.82 \n", + "\n", + " Last_Service_Months_Ago Cargo_Load Temperature visibility_n \\\n", + "0 1 88 22 0 \n", + "1 1 88 22 0 \n", + "2 1 88 22 0 \n", + "3 6 167 25 0 \n", + "4 6 167 25 0 \n", + "... ... ... ... ... \n", + "14995 14 874 20 1 \n", + "14996 9 567 12 2 \n", + "14997 16 1107 15 1 \n", + "14998 18 1184 -10 2 \n", + "14999 16 968 -5 2 \n", + "\n", + " road_surface_conditions_n weather_n traffic_density_n \\\n", + "0 0 1 1 \n", + "1 0 1 1 \n", + "2 0 1 1 \n", + "3 0 1 1 \n", + "4 0 1 1 \n", + "... ... ... ... \n", + "14995 4 2 2 \n", + "14996 4 5 0 \n", + "14997 4 5 2 \n", + "14998 3 0 0 \n", + "14999 3 0 0 \n", + "\n", + " road_hazards_n time_of_day_n fatigue_level_n medical_condition_n \\\n", + "0 3 3 1 5 \n", + "1 3 3 1 5 \n", + "2 3 3 1 5 \n", + "3 3 0 1 5 \n", + "4 3 0 1 5 \n", + "... ... ... ... ... \n", + "14995 5 1 2 2 \n", + "14996 5 2 0 3 \n", + "14997 3 0 2 4 \n", + "14998 0 4 0 3 \n", + "14999 4 4 0 3 \n", + "\n", + " speeding_n \n", + "0 0 \n", + "1 0 \n", + "2 0 \n", + "3 0 \n", + "4 0 \n", + "... ... \n", + "14995 1 \n", + "14996 1 \n", + "14997 0 \n", + "14998 1 \n", + "14999 1 \n", + "\n", + "[15000 rows x 16 columns]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "inputs_n= inputs.drop(['Light_Conditions' ,\t'Road_Type' \t,'Landscape' ,'Visibility', 'Road_Surface_Conditions', 'Weather', 'Traffic_Density', 'Road_Hazards', 'Time_of_Day', 'Fatigue_Level', 'Medical_Condition', 'Speeding'],axis='columns')\n", + "inputs_n" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "id": "036c74fe-8120-496f-835b-f5f80cb1912d", + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "# Assuming 'target' is your original target column\n", + "target_n = target.apply(lambda x: 0 if x < 50 else 1)\n", + "\n", + "# 1 means less than 50 low risk\n", + "# 2 means very high\n", + "# 0 means medium risk\n" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "id": "8512bbed-d8fa-4a4f-8ac6-028adcab230a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
DecisionTreeClassifier(criterion='entropy', max_features='sqrt',\n",
+       "                       min_samples_leaf=5, min_samples_split=10,\n",
+       "                       random_state=42)
In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook.
On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.
" + ], + "text/plain": [ + "DecisionTreeClassifier(criterion='entropy', max_features='sqrt',\n", + " min_samples_leaf=5, min_samples_split=10,\n", + " random_state=42)" + ] + }, + "execution_count": 70, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "\n", + "from sklearn import tree\n", + "\n", + "model = tree.DecisionTreeClassifier(criterion='entropy', min_samples_split=10,min_samples_leaf=5, max_features='sqrt', random_state=42)\n", + "\n", + "model.fit(inputs_n, target_n)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "f8503bbe-5253-4538-8704-e5aad479e20b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.9998666666666667" + ] + }, + "execution_count": 71, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model.score(inputs_n, target_n)" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "id": "d8297c4e-6608-4255-9a82-0ac4f0bff963", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/lib/python3.11/site-packages/sklearn/base.py:465: UserWarning: X does not have valid feature names, but DecisionTreeClassifier was fitted with feature names\n", + " warnings.warn(\n" + ] + }, + { + "data": { + "text/plain": [ + "array([0])" + ] + }, + "execution_count": 72, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model.predict([[10,20,10.2 \t,1.82 \t,16 \t,968 ,\t-5 \t,2 \t,3 \t,0 ,\t0 \t,4 \t,4 \t,0 \t,3 ,0]])" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "id": "a3baba84-749c-4f09-9f18-1286a5668271", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_64086/2999899917.py:15: FutureWarning: The default value of numeric_only in DataFrame.corr is deprecated. In a future version, it will default to False. Select only valid columns or specify the value of numeric_only to silence this warning.\n", + " correlation_matrix = df.corr()\n" + ] + }, + { + "data": { + "image/png": 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qU6eOnJ2d79infv36Fo2Nig4AAAAAACzEwSlvrEWXnJysEydOmD6fOnVKsbGxKlKkiMqUKaPw8HCdOXNGn3/+uaRbO6z897//1fDhw9W/f3/t3r1bc+fONdtNZejQoWrUqJE++OADhYaGatWqVdq0aZN27txp0XehogMAAAAAgHxuz549qlWrlmrVqiVJGj58uGrVqqV33nlHkpSYmKiEhART/8DAQK1du1YxMTGqWbOmxo8fr2nTpumZZ54x9alfv74WL16sefPmqXr16oqOjtaSJUtUt25di76LwXh7tRAAJuy6Yn3sumJ97Lpifey6AsAS2HXF+th1xfry8q4r6wtWstmzW1+Ns9mzbYmpKwAAAAAAWIjBmYkU1saIAwAAAAAAu0FFBwAAAAAAFpJXFiO1J1R0AAAAAAAAu0GiAwAAAAAA2A2mrgAAAAAAYCHsLmh9VHQAAAAAAAC7QUUHAAAAAAAWwmKk1kdFBwAAAAAAsBtUdAAAAAAAYCGs0WF9VHQAAAAAAAC7QaIDAAAAAADYDaauAAAAAABgISxGan1UdAAAAAAAALtBRQcAAAAAABZicKSiw9qo6AAAAAAAAHaDRAcAAAAAALAbTF0BAAAAAMBCHJi6YnVUdAAAAAAAALtBRQcAAAAAABZicKCiw9qo6AAAAAAAAHaDig4AAAAAACzE4Eh9gbUx4gAAAAAAwG6Q6AAAAAAAAHaDqSsAAAAAAFgI28taHxUd+VxMTIwMBoMuX75s61AAAAAAAHhgJDrsQJ8+fWQwGGQwGOTs7CxfX1+1aNFCUVFRyszMvOO19evXV2Jiory9va0U7Z0tWrRIjo6OGjhwoK1Dsbki/6mjOitmqPnvO9Qu7Zh8n25+92saPqH//LhMrf8+qKbHNqnMgO5Z+vh1aqlGB75V6+RDanTgW/mGPmWJ8POsMgOeU5Mjm9Tq4gE1+H6ZCtevfcf+ZV/qoUb7vlWrC7FqFLtOJXuEmp03ODmpfPggNf7lO7W6eED/+WGlfFr8x5KvkOeU6tVNDXatU9MTe/Tk2iUq9GTwnfv37q6QravU9MTPCtm2Wv7PdMjSx6lgAVV87y013LtFTU/sUcjWVSrarKGlXiHP4fvc+hhz62PMbafXMyW0eHp1fTs/WJPGVFTZUm537D9pTEVt+rJOluP9UeVNfb6YVi3bPq++UMbSr/NI4+/QvMHgYLDZkV8xdcVOtG7dWvPmzVNGRob+/PNPrV+/XkOHDtXXX3+t1atXy8kp65c6LS1NLi4u8vPzs2hsqampcnFxyVXfqKgojRo1SjNmzNDkyZPl4eFh0dgeZY6eHrp68JhOz1+u2l/996793QNK6YlvZuuPuV8ptvfrKlw/WFU/GavUvy4qacV3kqRC9Wqq1qKP9evYqUpatUl+oU8p+Msp2t2khy7/dNDSr/TI83+mjSpPDNcvw97Vpd37VKZfNz2xcra2B7fXzdOJWfqX6d9dFcYN1y+Dx+jy3kMqVKe6qn06XmmXr+rc2q2SpApjh6rkc0/r0OAxSj72m4q1+I9qL/6vdjd7TlcPxFn7FR85vh1aqULEGzr61nu6/PN+lXq+i2oumKHdTUOVcjYpS/+SPbuq/OihihsVoasHDqtgzaqqNDFCaVeu6vymbZIkg7OTai2arbQLF3XwpeFKSfxTriX8lJF8zdqv90ji+9z6GHPrY8xtp1sHPz3T1lcfzjyl04k3FdaphD54s4JeGP6LbtzM/hdwEZNPyMnpfz+QFSzgpNn/V0Xbfrhkahv8Vpwc/vEr2sDS7pr4VkVt/0ef/Ia/Q4GcUdFhJ1xdXeXn56eSJUsqODhYb775platWqV169YpOjpakmQwGDRz5kyFhobK09NT7733ntnUlStXrsjd3V3r1683u/fy5cvl6emp5ORkSdKZM2fUrVs3FS5cWEWLFlVoaKji4+NN/fv06aOOHTsqMjJSJUqUUIUKFXL1DvHx8dq1a5dGjx6toKAgff3111n6fPbZZypdurQ8PDzUqVMnTZ48WYUKFTLr880336h27dpyc3NTuXLlNG7cOKWnp+d+MB8Rf23Yrl/HTlHSyo256l92QHfdTEjUkRETlHz0N/0R9bX+iF6ucsP7mvoEvtpb5zft0smJs3Xt2G86OXG2zm/5QQGv9rbUa+QpgUP66I/5y3Q6+mtdO/ab4kZF6ubpJJXt/1y2/Us+F6o/5i5R4rJ1uhF/Wolfr9Uf879WueEv/q9Pj1Cd/HCW/tqwXTfiTyvhs8X6a9NOBQ55wVqv9UgrM6CXzi5errNfLtf1E6f0a8REpZxNUqle3bLt7/9MB51e+JX+/GaDbiSc1p+r1+vs4uUKGPS/7/MS3TrJuZC3DvQbqit7YnXzTKKu/LxfyXG/Wuu1Hml8n1sfY259jLntdG5TXItWJmrnz5cVf/qmJs44JTcXBzVrUCTHa/6+lqFLV9JNR+1qBXUzJVPbf/xfEuPK3+lmfeoGF9KZpJs6EPe3NV7rkcTfoUDOSHTYsWbNmqlGjRpavny5qW3s2LEKDQ3VoUOH1LdvX7P+3t7eateunRYuXGjWvmjRIoWGhsrLy0vXr19X06ZN5eXlpe3bt2vnzp3y8vJS69atlZqaarpm8+bNiouL08aNG7VmzZpcxRsVFaV27drJ29tbzz//vObOnWt2/vvvv9fAgQM1dOhQxcbGqkWLFnr//ffN+mzYsEHPP/+8hgwZoiNHjmjWrFmKjo7O0s8eFapXU39t+t6s7a/vdsi7dlUZ/n9FT+F6NXV+006zPuc37lDhkFpWi/NRZXB2VsFaVXR+87/GcPP3KlQv+/FxcHVRRkqKWVvmjRQVqlPNNOYOLi7KuJm1z91KqPMDg7OTClSrrAvbd5m1X9i+S4Xq1Mz2GgcXF2XeTDVry7iZooI1/zfmxVo21ZV9B1Tx/bfUcH+M6m1aroBXXpTZrwLzKb7PrY8xtz7G3Hb8i7uoaGEX7T10xdSWlm7Uwbi/VaWCV67v06aJj2J2X9TNlOwrQJwcDXrqP0W0Pub8A8ecV/F3aN7i4Giw2ZFf8R1r54KCgsyqLXr06KG+ffuqXLlyKlu2bJb+YWFhWrlypa5fvy5Junr1qr799ls9//zzkqTFixfLwcFBc+bMUbVq1VSpUiXNmzdPCQkJiomJMd3H09NTc+bMUZUqVVS1atW7xpmZmano6GjTc7p3767du3frxIkTpj6ffPKJ2rRpo5EjR6pChQoaNGiQ2rRpY3af999/X6NHj1bv3r1Vrlw5tWjRQuPHj9esWbNyfHZKSoquXr1qdqQZ77y2yaPI1ddHKX+a/4Wfeu6CHJyd5eJT+FYfPx+l/HnBrE/Knxfk6lfManE+qlx8CsvBySnL+KSeuyBXX59sr/lr006V7vOsCtaqIknyDq6qUr06y8HFxTTm5zftVOCrfeTxWFnJYJBPs/rybd+MMZfkXOTWmKf+9a8x/+uCXIoVzfaaC9u+V8nnOqtAtcqSpALVK6tEt05ycHGWc5FCkiT3MqVUvG0LGRwdFNtrkE5Nm60yL/VW4JABFn2fvIDvc+tjzK2PMbedwt7OkqRLV8wraS9dSVeR/3/ubio+5qnAMh5auzXnJEaDJwrJy8NJ322/kGMfe8ffocCdsUaHnTMajTIY/pfJq1Onzh37t2vXTk5OTlq9erW6d++uZcuWqUCBAmrZsqUkae/evTpx4oQKFChgdt3Nmzd18uRJ0+dq1arlel0OSfruu+907do1U+LCx8dHLVu2VFRUlCZMmCBJOnbsmDp16mR23ZNPPmlWMbJ37179/PPPZhUcGRkZunnzpq5fv57tmh+RkZEaN26cWdtzhiIKc8z+H0OPNKPR/PPtr/0/27Pr8++2/CzL+GTT9v+diJwuV18f1Y9ZLBkMSj13Qae/WKHHRvSXMSNDknTk9fdV9dPxahy7VkajUdd/+0OnFyxXqZ6dLfwieci/h9dgyNr2/52aOkuuxXz0xOovbo35+QtK/GqVAgb1lTHj/ycoHQxKu3BRcaPGSZmZ+vvQEbn6FlfZgX10aspMi75KnsH3ufUx5tbHmFtcswZF9NqL//vF2VsTj0vK4Z8aubxnmyY+OpVwXcdO5rwmRJsmPvop9oouXEq715DtD3+H5gmGfFxZYSskOuxcXFycAgMDTZ89PT3v2N/FxUXPPvusFi1apO7du2vRokXq1q2baTHTzMxM1a5dO8v0FkkqVux/v9G423P+LSoqShcvXjRLRGRmZmr//v0aP368HB0dsyRtpFuJnH/KzMzUuHHj1Llz1n90uLllv+J3eHi4hg8fbta2pUjeK0NN+fN8lt8quRQrosy0NKVeuHyrT9J5ufqZJ3BcixfJUgmSH6Wev6TM9PQs4+NSrKhSzmX/G6PMmyk6NPAt/fLKWLn6FtXNxL9Upl9XpV1NVur5S6b77uv2ihxcXeRctJBSzp5TxfEjdD3+tMXf6VGXdvHWmLsUN//Nk4tPEaWez3nMj4x8R3Gj3731tfnzL5UMe1bpfycr7eL/H/Nz55WZli79Y9epayd+k6tvMRmcnWRMy3tr9jwsfJ9bH2NufYy59ezee1lHT/wvIeHsfOvfaUUKOeni5f8lIQoVdNKlK3dPSri6OKhp/cKK/upsjn2K+7ioVrWCGjf5ZI598gP+DgXujKkrdmzLli06dOiQnnnmmXu6LiwsTOvXr9fhw4e1detWhYWFmc4FBwfr+PHjKl68uMqXL2923O8WtRcuXNCqVau0ePFixcbGmh3Jyclat26dpFvTcH766Seza/fs2WP2OTg4WMeOHcsSW/ny5eWQw9xCV1dXFSxY0OxwNuS9/zUu/xArn+b1zdqKtfiPruz9Rcb/vxjrpR9i5dO8gVkfn6f+o0u791stzkeVMS1NV/cflk8z8zH0aVZfl3+48/gY09N188yfUmam/J9tp7/WxWT5dVZmSqpSzp6TwclJfh1b6s9vtzzsV8hzjGnp+vvQERVpGGLWXqRhiC7vib3ztenpSkm8NeZ+oW10fvN205hf/nm/PAJK/6+iSZJHubJKSTqX7/+Bxve59THm1seYW8+Nm5k6+2eK6fj99E1duJSq4Gr/+zehk6NB1SsV0OFfk+96v8b1CsvZyUGbd+Y8JaV1Yx9dvpKmH/ZffhivkGfxd2jeYnBwsNmRX1HRYSdSUlKUlJRktr1sZGSk2rdvr169et3TvRo3bixfX1+FhYUpICBA9erVM50LCwvThx9+qNDQUL377rsqVaqUEhIStHz5cr3++usqVarUPce+YMECFS1aVF26dMmSjGjfvr3mzp2r9u3b69VXX1WjRo00efJkdejQQVu2bNG6devMqjzeeecdtW/fXqVLlzbd7+DBgzp06JDee++9e47Nlhw9PeRZ/n97w3sEllLBGkFKvXhFN/9IVMX3hsutpK8OvPCGJOn32YtVdlCYKn04Wn/MXapC9Wqp9AvPaP/zI0z3iP/v56q35QuVG9lff36zWb4dmsuneYh2N+lh9fd7FJ2aFq0acz/QlX2/6NKPsSrTt6vcS/vr9zmLJUkVxw2Xa4niOth/tCTJs3yAvOtU0+WfD8q5cEEFvtpHBSo/bjovSd5PVJdbCV9dPRAntxK+evytV2RwcNBvk+fY5B0fNQmzP1eVqZH6++BhXd57QKXCusitpL/OLFgqSXps9FC5+RXX4WFvSZI8AsuqYK1qurL/oJy9C6pM/17yrFjedF6STn++RKVf6KGK747WH1GL5B5YRgGv9NcfUVkr0fIjvs+tjzG3PsbcdpavO6ceoX46k3hTZ5JuqkdHf91MzdSW7y+a+rzxcoDOX0rT3MVnzK5t09RH3++5rKvJGdne22CQWjUuqo3bL/yz4CDf4u9QIGckOuzE+vXr5e/vLycnJxUuXFg1atTQtGnT1Lt37xwrGXJiMBj03HPP6cMPP9Q777xjds7Dw0Pbt2/XG2+8oc6dO+vvv/9WyZIl1bx5cxUsWPC+Yo+KilKnTp2yjfOZZ55Rt27d9Oeff6pBgwaaOXOmxo0bp7ffflutWrXSa6+9pv/+97+m/q1atdKaNWv07rvvauLEiXJ2dlZQUJBefPHFLPd+1HnXrqqQzQtMnyt/9KYk6Y/Pl+tgv3C5+heTe2l/0/kb8af1c4cBqjwpXGVfDlPK2XM6/Nr7SlrxnanPpd37tT9suCqOG6aK44bo+sk/tL/Ha7r800HrvdgjLHHZOjkXLaTy4YPl6ldMyUeO6+dOL+nmH7dKaF39ism9dIn/XeDooMChL8jr8UBlpqXrwvYftbvZc7qR8L9/uDm6uqrCO0PlEVhaGcnXdW7DNh148Q2lX8m/2+H905/fbJBz4UIKHDZQrsWLKfnYCcX2GqSbZxIlSa7Fi8mt5P++z+XooLIDesnjsQAZ09J1cdfP2hPaUzdP/6/MOSXxT+3v8ZIqRLyuuhuXKSXpnP6Y+4Xip0dZ+/UeSXyfWx9jbn2Mue0s+SZJri4OGtK3jAp4Oinu5DWNnvCrbtz8X2aiuI+rMv+1jkRJP1dVCyqgURNy3sY0uGpB+RZz1bp8vNvKP/F3KJAzg/HfixwAeUj//v119OhR7dix46He91vnig/1frg7gzOLNFmbS5HcrYCPhyf1IgvnAXj4Jod+YesQ8p3RO16wdQj5zlOnD9k6hPu2r/l/bPbs4M07bfZsW6KiA3nKRx99pBYtWsjT01Pr1q3T/PnzNX36dFuHBQAAAAB4RJDogMXt2LHDtG1sdpKT77441W0//fSTJk6cqL///lvlypXTtGnT8uS0FAAAAAD5gwPby1odiQ5YXJ06dRQbG/tQ7rV06dKHch8AAAAAgH0i0QGLc3d3V/ny5W0dBgAAAAAgHyDRAQAAAACAhRgcmLpibfe27ygAAAAAAMAjjIoOAAAAAAAsxOBAfYG1MeIAAAAAAMBuUNEBAAAAAICFsEaH9VHRAQAAAAAA7AaJDgAAAAAAYDeYugIAAAAAgIU4ODJ1xdqo6AAAAAAAAHaDig4AAAAAACyExUitj4oOAAAAAABgN0h0AAAAAAAAu8HUFQAAAAAALMTgQH2BtTHiAAAAAADAblDRAQAAAACAhbAYqfVR0QEAAAAAAOwGFR0AAAAAAFgIFR3WR0UHAAAAAACwGyQ6AAAAAACA3WDqCgAAAAAAFsLUFeujogMAAAAAANgNKjoAAAAAALAQgwP1BdbGiAMAAAAAALtBogMAAAAAANgNpq4AAAAAAGAhDo4sRmptVHQAAAAAAAC7QUUHAAAAAAAWwvay1kdFBwAAAAAAsBskOgAAAAAAgN1g6gqQDYMz5WXWZkwz2jqEfMetqLOtQ8h3Ui+m2TqEfMfR3dHWIQCwQw5O/FsRuWdwoL7A2hhxAAAAAABgN6joAAAAAADAQliM1Pqo6AAAAAAAAJo+fboCAwPl5uam2rVra8eOHTn27dOnjwwGQ5ajSpUqpj7R0dHZ9rl586ZF34NEBwAAAAAAFmJwMNjsuBdLlizRsGHD9NZbb2n//v1q2LCh2rRpo4SEhGz7T506VYmJiabjjz/+UJEiRdSlSxezfgULFjTrl5iYKDc3t/sez9wg0QEAAAAAQD43efJk9evXTy+++KIqVaqkKVOmqHTp0poxY0a2/b29veXn52c69uzZo0uXLumFF14w62cwGMz6+fn5WfxdSHQAAAAAAGCHUlJSdPXqVbMjJSUlS7/U1FTt3btXLVu2NGtv2bKldu3alatnzZ07V0899ZTKli1r1p6cnKyyZcuqVKlSat++vfbv33//L5RLJDoAAAAAALAQg4ODzY7IyEh5e3ubHZGRkVliPH/+vDIyMuTr62vW7uvrq6SkpLu+Y2JiotatW6cXX3zRrD0oKEjR0dFavXq1vvzyS7m5ualBgwY6fvz4gw3qXbDrCgAAAAAAdig8PFzDhw83a3N1dc2xv8Fgvq6H0WjM0pad6OhoFSpUSB07djRrr1evnurVq2f63KBBAwUHB+uTTz7RtGnTcvEG94dEBwAAAAAAFmLL7WVdXV3vmNi4zcfHR46OjlmqN86dO5elyuPfjEajoqKi1LNnT7m4uNyxr4ODg5544gmLV3QwdQUAAAAAgHzMxcVFtWvX1saNG83aN27cqPr169/x2m3btunEiRPq16/fXZ9jNBoVGxsrf3//B4r3bqjoAAAAAAAgnxs+fLh69uypOnXqKCQkRLNnz1ZCQoIGDhwo6dY0mDNnzujzzz83u27u3LmqW7euqlatmuWe48aNU7169fT444/r6tWrmjZtmmJjY/Xpp59a9F1IdAAAAAAAYCEGh7wxkaJbt266cOGC3n33XSUmJqpq1apau3ataReVxMREJSQkmF1z5coVLVu2TFOnTs32npcvX9aAAQOUlJQkb29v1apVS9u3b9eTTz5p0XcxGI1Go0WfAORBaz2CbB1CvmNM448ia/Ou7GnrEPKdq8ev2zqEfMfR3dHWIQAW92HL+bYOId95c3dfW4eQ7zSLP2jrEO7b6Ve62OzZpf77lc2ebUtUdAAAAAAAYCm52LUED1feqKEBAAAAAADIBSo6AAAAAACwEFtuL5tfUdEBAAAAAADsBokOAAAAAABgN5i6AgAAAACAheSV7WXtCSMOAAAAAADsBhUdAAAAAABYCIuRWh8VHQAAAAAAwG6Q6AAAAAAAAHaDqSsAAAAAAFgIi5FaHyMOAAAAAADsBhUdAAAAAABYCIuRWh8VHQAAAAAAwG5Q0QEAAAAAgIVQ0WF9VHQAAAAAAAC7QaIDAAAAAADYDaauAAAAAABgKWwva3WM+H2KiYmRwWDQ5cuXbR3KI61JkyYaNmyYrcMAAAAAAOQT+TrR0adPHxkMBhkMBjk7O8vX11ctWrRQVFSUMjMz73ht/fr1lZiYKG9vbytFm70mTZqY3uGfx8CBA20a123Lly/X+PHjbR0GAAAAANhEdj+vWevIr/J1okOSWrdurcTERMXHx2vdunVq2rSphg4dqvbt2ys9PT3ba9LS0uTi4iI/Pz+LfvOkpqbmql///v2VmJhodkycONFiceVGWlqaJKlIkSIqUKCATWMBAAAAAOQf+T7R4erqKj8/P5UsWVLBwcF68803tWrVKq1bt07R0dGSbmXgZs6cqdDQUHl6euq9994zm7py5coVubu7a/369Wb3Xr58uTw9PZWcnCxJOnPmjLp166bChQuraNGiCg0NVXx8vKl/nz591LFjR0VGRqpEiRKqUKFCrt7Bw8NDfn5+ZkfBggUlSZ9//rm8vLx0/PhxU/9XX31VFSpU0LVr1yRJAQEBGj9+vHr06CEvLy+VKFFCn3zyidkzrly5ogEDBqh48eIqWLCgmjVrpgMHDpjOR0REqGbNmoqKilK5cuXk6uoqo9GYZepKamqqRo0apZIlS8rT01N169ZVTEyM6Xx0dLQKFSqkDRs2qFKlSvLy8jIlo/4pKipKVapUkaurq/z9/fXKK6/kOlYAAAAAgP3K94mO7DRr1kw1atTQ8uXLTW1jx45VaGioDh06pL59+5r19/b2Vrt27bRw4UKz9kWLFik0NFReXl66fv26mjZtKi8vL23fvl07d+40/RD/z8qNzZs3Ky4uThs3btSaNWse+F169eqltm3bKiwsTOnp6Vq/fr1mzZqlhQsXytPT09Tvww8/VPXq1bVv3z6Fh4frtdde08aNGyVJRqNR7dq1U1JSktauXau9e/cqODhYzZs318WLF033OHHihJYuXaply5YpNjY223heeOEFff/991q8eLEOHjyoLl26qHXr1maJmOvXr+ujjz7SggULtH37diUkJGjkyJGm8zNmzNDgwYM1YMAAHTp0SKtXr1b58uXvKVYAAAAAsAaDg4PNjvyKXVdyEBQUpIMHD5o+9+jRwyzBcerUKbP+YWFh6tWrl65fvy4PDw9dvXpV3377rZYtWyZJWrx4sRwcHDRnzhzTdJd58+apUKFCiomJUcuWLSVJnp6emjNnjlxcXHId6/Tp0zVnzhyztk8//VS9e/eWJM2aNUvVq1fXkCFDtHz5co0dO1ZPPPGEWf8GDRpo9OjRkqQKFSro+++/18cff6wWLVpo69atOnTokM6dOydXV1dJ0kcffaSVK1fq66+/1oABAyTdqtZYsGCBihUrlm2cJ0+e1JdffqnTp0+rRIkSkqSRI0dq/fr1mjdvniZMmCDp1rSXmTNn6rHHHpMkvfLKK3r33XdN93nvvfc0YsQIDR061NR2+31yG+s/paSkKCUlxawtzZgpZ0P+/YMBAAAAAPIqEh05MBqNZutv1KlT547927VrJycnJ61evVrdu3fXsmXLVKBAAVMCY+/evTpx4kSW9Spu3rypkydPmj5Xq1btnpIc0q0ky1tvvWXWVrx4cdN/Fy5cWHPnzlWrVq1Uv359U0Ljn0JCQrJ8njJliin25ORkFS1a1KzPjRs3zGIvW7ZsjkkOSdq3b5+MRmOWKTkpKSlm9/bw8DAlOSTJ399f586dkySdO3dOZ8+eVfPmzbN9Rm5j/afIyEiNGzfOrK2HU1GFOfvk+C4AAAAAkBsGh/y7KKitkOjIQVxcnAIDA02f/znNIzsuLi569tlntWjRInXv3l2LFi1St27d5OR0a4gzMzNVu3btLNNbJJklB+72nOx4e3ubpm7kZPv27XJ0dNTZs2d17do10xoed3I70ZOZmSl/f3+ztTRuK1SokOm/7xZ7ZmamHB0dtXfvXjk6Opqd8/LyMv23s7NzljiMRqMkyd3d/a7PyE2s/xQeHq7hw4ebtW31vXNiCwAAAADwaCLRkY0tW7bo0KFDeu211+7purCwMLVs2VKHDx/W1q1bzbZVDQ4O1pIlS0wLZFrTrl27NHHiRH3zzTcaPXq0Xn31Vc2fP9+szw8//JDlc1BQkKRbsSclJcnJyUkBAQH3HUetWrWUkZGhc+fOqWHDhvd1jwIFCiggIECbN29W06ZNs5y/n1hdXV1N01xuY9oKAAAAgIciH6+VYSv5fsRTUlKUlJSkM2fOaN++fZowYYJCQ0PVvn179erV657u1bhxY/n6+iosLEwBAQGqV6+e6VxYWJh8fHwUGhqqHTt26NSpU9q2bZuGDh2q06dPP9A7XL9+XUlJSWbHpUuXJEl///23evbsqVdffVVt2rTRokWLtHTpUn311Vdm9/j+++81ceJE/frrr/r000/11VdfmdbAeOqppxQSEqKOHTtqw4YNio+P165du/T2229rz549uY6zQoUKprVMli9frlOnTunnn3/WBx98oLVr1+b6PhEREZo0aZKmTZum48ePa9++faZdYh5WrAAAAACAvCnfJzrWr18vf39/BQQEqHXr1tq6daumTZumVatWZZlecTcGg0HPPfecDhw4oLCwMLNzHh4e2r59u8qUKaPOnTurUqVK6tu3r27cuPHAFR6fffaZ/P39zY7nnntOkjR06FB5enqaFvqsUqWKPvjgAw0cOFBnzpwx3WPEiBHau3evatWqpfHjx2vSpElq1aqV6b3Wrl2rRo0aqW/fvqpQoYK6d++u+Ph4+fr63lOs8+bNU69evTRixAhVrFhRTz/9tH788UeVLl061/fo3bu3pkyZounTp6tKlSpq3769adeWhxkrAAAAACDvMRhvL36AfCsgIEDDhg3TsGHDbB3KI2OtR5CtQ8h3jGn8UWRt3pXvfU0gPJirx6/bOoR8x9H93n5pAeRFH7acf/dOeKje3N337p3wUDWLP3j3To+oi++9ZLNnF3l7ls2ebUv5vqIDAAAAAADYDxYjfYTt2LFDbdq0yfF8cnKyFaMBAAAAANwrAxsdWB2JjkdYnTp1FBsba/HnxMfHW/wZAAAAAABYA4mOR5i7u7vKly9v6zAAAAAAAMgzSHQAAAAAAGApDgZbR5DvMFkIAAAAAADYDSo6AAAAAACwEIMD9QXWxogDAAAAAAC7QUUHAAAAAAAWYmCNDqujogMAAAAAANgNEh0AAAAAAMBuMHUFAAAAAABLMVBfYG2MOAAAAAAAsBtUdAAAAAAAYCEsRmp9VHQAAAAAAAC7QaIDAAAAAADYDaauAAAAAABgKQ7UF1gbIw4AAAAAAOwGFR0AAAAAAFiIwcBipNZGRQcAAAAAALAbVHQAAAAAAGAprNFhdYw4AAAAAACwGyQ6AAAAAACA3WDqCgAAAAAAFmJwYDFSa6OiAwAAAAAA2A0qOgAAAAAAsBQD9QXWxogDAAAAAAC7QaIDAAAAAADYDaauAAAAAABgKSxGanVUdAAAAAAAALtBRQcAAAAAABZiYDFSq2PEAQAAAACA3SDRAQAAAAAA7AZTV4BsuBRxtnUI+Y5bUcbc2q4cuWbrEPIdV18XW4eQ7zi68zsda0u/mmHrEPKdlOs3bB1CvuNamH+34B6wGKnV8bc/AAAAAACwG1R0AAAAAABgIQYH6gusjREHAAAAAAB2g4oOAAAAAAAsxcAaHdZGRQcAAAAAALAbJDoAAAAAAIDdYOoKAAAAAACWwmKkVseIAwAAAAAAu0FFBwAAAAAAlsJipFZHRQcAAAAAALAbJDoAAAAAAICmT5+uwMBAubm5qXbt2tqxY0eOfWNiYmQwGLIcR48eNeu3bNkyVa5cWa6urqpcubJWrFhh6dcg0QEAAAAAgKUYHBxsdtyLJUuWaNiwYXrrrbe0f/9+NWzYUG3atFFCQsIdrzt27JgSExNNx+OPP246t3v3bnXr1k09e/bUgQMH1LNnT3Xt2lU//vjjfY1lbpHoAAAAAADADqWkpOjq1atmR0pKSrZ9J0+erH79+unFF19UpUqVNGXKFJUuXVozZsy44zOKFy8uPz8/0+Ho6Gg6N2XKFLVo0ULh4eEKCgpSeHi4mjdvrilTpjzM18yCRAcAAAAAAJZicLDZERkZKW9vb7MjMjIyS4ipqanau3evWrZsadbesmVL7dq1646vV6tWLfn7+6t58+baunWr2bndu3dnuWerVq3ues8Hxa4rAAAAAADYofDwcA0fPtyszdXVNUu/8+fPKyMjQ76+vmbtvr6+SkpKyvbe/v7+mj17tmrXrq2UlBQtWLBAzZs3V0xMjBo1aiRJSkpKuqd7PiwkOgAAAAAAsBQH220v6+rqmm1iIyeGf22FazQas7TdVrFiRVWsWNH0OSQkRH/88Yc++ugjU6LjXu/5sDB1BQAAAACAfMzHx0eOjo5ZKi3OnTuXpSLjTurVq6fjx4+bPvv5+T3wPe8HiQ4AAAAAAPIxFxcX1a5dWxs3bjRr37hxo+rXr5/r++zfv1/+/v6mzyEhIVnu+d13393TPe8HU1cAAAAAALAQgyFv1BcMHz5cPXv2VJ06dRQSEqLZs2crISFBAwcOlHRrvY8zZ87o888/l3RrR5WAgABVqVJFqamp+uKLL7Rs2TItW7bMdM+hQ4eqUaNG+uCDDxQaGqpVq1Zp06ZN2rlzp0XfhUQHAAAAAAD5XLdu3XThwgW9++67SkxMVNWqVbV27VqVLVtWkpSYmKiEhART/9TUVI0cOVJnzpyRu7u7qlSpom+//VZt27Y19alfv74WL16st99+W2PGjNFjjz2mJUuWqG7duhZ9F4PRaDRa9AlAHrSpVDVbh5DvuBV1tnUI+c6VI9dsHUK+4+rrYusQ8h1H97zxWzR7kn41w9Yh5Dvv1pth6xDynf9LGGbrEPKdBvv32jqE+3ZzyUSbPdut2yibPduW+NsfAAAAAADYDRIdAAAAAADAbrBGBwAAAAAAlpJHFiO1J4w4AAAAAACwG1R0AAAAAABgKQaDrSPId6joAAAAAAAAdoOKDgAAAAAALMWB+gJrY8QBAAAAAIDdINEBAAAAAADsBlNXAAAAAACwFLaXtTpGPBsxMTEyGAy6fPmyrUOxuoCAAE2ZMsUmz46IiFDNmjVt8mwAAAAAgH2w20RHnz59ZDAYZDAY5OzsLF9fX7Vo0UJRUVHKzMy847X169dXYmKivL29rRTtnS1atEiOjo4aOHCgrUO5b7e/Fjkdffr00ciRI7V582ZbhwoAAAAAD4+DwXZHPmW3iQ5Jat26tRITExUfH69169apadOmGjp0qNq3b6/09PRsr0lLS5OLi4v8/PxksOB+x6mpqbnuGxUVpVGjRmnx4sW6fv26xWKypMTERNMxZcoUFSxY0Kxt6tSp8vLyUtGiRW0dKgAAAAAgD7PrRIerq6v8/PxUsmRJBQcH680339SqVau0bt06RUdHS7pVaTBz5kyFhobK09NT7733ntnUlStXrsjd3V3r1683u/fy5cvl6emp5ORkSdKZM2fUrVs3FS5cWEWLFlVoaKji4+NN/fv06aOOHTsqMjJSJUqUUIUKFXL1DvHx8dq1a5dGjx6toKAgff3116Zzn3zyiapVq2b6vHLlShkMBn366aemtlatWik8PFySdPLkSYWGhsrX11deXl564okntGnTpjs+f968efL29tbGjRslSUeOHFHbtm3l5eUlX19f9ezZU+fPn7/re/j5+ZkOb29vGQyGLG3/nrpye8wmTJggX19fFSpUSOPGjVN6erpef/11FSlSRKVKlVJUVJTZs+72tQAAAAAA2C+7TnRkp1mzZqpRo4aWL19uahs7dqxCQ0N16NAh9e3b16y/t7e32rVrp4ULF5q1L1q0SKGhofLy8tL169fVtGlTeXl5afv27dq5c6e8vLzUunVrs8qNzZs3Ky4uThs3btSaNWtyFW9UVJTatWsnb29vPf/885o7d67pXJMmTXT48GFTomHbtm3y8fHRtm3bJEnp6enatWuXGjduLElKTk5W27ZttWnTJu3fv1+tWrVShw4dlJCQkO2zP/roI40cOVIbNmxQixYtlJiYqMaNG6tmzZras2eP1q9frz///FNdu3bN1bvcjy1btujs2bPavn27Jk+erIiICLVv316FCxfWjz/+qIEDB2rgwIH6448/JCnXXwsAAAAAsAqDg+2OfCpfvnlQUJDZb/h79Oihvn37qly5cipbtmyW/mFhYVq5cqVp2sjVq1f17bff6vnnn5ckLV68WA4ODpozZ46qVaumSpUqad68eUpISFBMTIzpPp6enpozZ46qVKmiqlWr3jXOzMxMRUdHm57TvXt37d69WydOnJAkVa1aVUWLFjUlNmJiYjRixAjT559//lk3b97Uf/7zH0lSjRo19NJLL6latWp6/PHH9d5776lcuXJavXp1lmeHh4dr8uTJiomJUb169SRJM2bMUHBwsCZMmKCgoCDVqlVLUVFR2rp1q3799de7vs/9KFKkiKZNm6aKFSuqb9++qlixoq5fv64333xTjz/+uMLDw+Xi4qLvv/9eUu6/Fv+UkpKiq1evmh2pxjuv4wIAAAAAeDTly0SH0Wg0W3+jTp06d+zfrl07OTk5mRICy5YtU4ECBdSyZUtJ0t69e3XixAkVKFBAXl5e8vLyUpEiRXTz5k2dPHnSdJ9q1arJxcUl13F+9913unbtmtq0aSNJ8vHxUcuWLU1TNQwGgxo1aqSYmBhdvnxZhw8f1sCBA5WRkaG4uDjFxMQoODhYXl5ekqRr165p1KhRqly5sgoVKiQvLy8dPXo0S0XHpEmTNGvWLO3cudNsaszevXu1detW0zt6eXkpKChIksze82GqUqWKHBz+923q6+trFpOjo6OKFi2qc+fOmWLMzdfinyIjI+Xt7W12LP77L4u8DwAAAIB8xmCw3ZFPOdk6AFuIi4tTYGCg6bOnp+cd+7u4uOjZZ5/VokWL1L17dy1atEjdunWTk9Ot4cvMzFTt2rWzTG+RpGLFiuX6Of8WFRWlixcvysPDw9SWmZmp/fv3a/z48XJ0dFSTJk00e/Zs7dixQzVq1FChQoXUqFEjbdu2TTExMWrSpInp2tdff10bNmzQRx99pPLly8vd3V3PPvtslikdDRs21LfffqulS5dq9OjRZs/u0KGDPvjggyyx+vv739O75Zazs7PZ59u76Py77fZOOrn9WvxTeHi4hg8fbta2s1LIg4QNAAAAALCRfJfo2LJliw4dOqTXXnvtnq4LCwtTy5YtdfjwYW3dulXjx483nQsODtaSJUtUvHhxFSxY8KHEeeHCBa1atUqLFy9WlSpVTO2ZmZlq2LCh1q1bp/bt26tJkyYaOnSovv76a1NSo3Hjxtq0aZN27dqloUOHmq7dsWOH+vTpo06dOkm6tWZHdot0Pvnkk3r11VfVqlUrOTo66vXXXze957JlyxQQEGBK8jxq7udr4erqKldXV7M2l3w8nw0AAADAQ+TAzxbWZtcjnpKSoqSkJJ05c0b79u3ThAkTFBoaqvbt26tXr173dK/GjRvL19dXYWFhCggIMK1bId1Kgvj4+Cg0NFQ7duzQqVOntG3bNg0dOlSnT5++r9gXLFigokWLqkuXLqpatarpqF69utq3b29alPT2Oh0LFy40JTqaNGmilStX6saNG6b1OSSpfPnyWr58uWJjY3XgwAH16NHDVAnxbyEhIVq3bp3effddffzxx5KkwYMH6+LFi3ruuef0008/6bffftN3332nvn37KiMj477e82GzxNcCAAAAAJB32HWiY/369fL391dAQIBat26trVu3atq0aVq1apUcHR3v6V4Gg0HPPfecDhw4oLCwMLNzHh4e2r59u8qUKaPOnTurUqVK6tu3r27cuHHfFR5RUVHq1KmT2foUtz3zzDNas2aN/vzzTxkMBtOuKg0bNpQkVa9eXd7e3qpVq5bZ8z/++GMVLlxY9evXV4cOHdSqVSsFBwfnGEODBg307bffasyYMZo2bZpKlCih77//XhkZGWrVqpWqVq2qoUOHytvbO9s4bcESXwsAAAAAQN5hMBqNRlsHATxqNpWqdvdOeKjcijrfvRMeqitHrtk6hHzH1Tf3C1Lj4XB0fzQS8flJ+tVHo8ozP3m33gxbh5Dv/F/CMFuHkO802L/X1iHct5vfzrTZs93aDbTZs22Jv/0BAAAAAIDdeDRXlMwHduzYYdo2NjvJyclWjObBJSQkqHLlyjmeP3LkiMqUKWPFiAAAAADgEcBGB1ZHosNG6tSpo9jYWFuH8dCUKFHiju9TokQJ6wUDAAAAAMi3SHTYiLu7u8qXL2/rMB4aJycnu3ofAAAAAEDeRKIDAAAAAABLeUR2qMxPGHEAAAAAAGA3qOgAAAAAAMBSDAZbR5DvUNEBAAAAAADsBhUdAAAAAABYCtvLWh0jDgAAAAAA7AaJDgAAAAAAYDeYugIAAAAAgKWwGKnVUdEBAAAAAADsBhUdAAAAAABYigP1BdbGiAMAAAAAALtBogMAAAAAANgNpq4AAAAAAGAhRhYjtToqOgAAAAAAgN2gogMAAAAAAEsxUF9gbYw4AAAAAACwG1R0AAAAAABgKVR0WB0jDgAAAAAA7AaJDgAAAAAAYDeYugIAAAAAgIWwvaz1UdEBAAAAAADsBhUdAAAAAABYCouRWh0jDgAAAAAA7AaJDgAAAAAAYDeYugIAAAAAgKWwGKnVUdEBAAAAAADsBhUdAAAAAABYigP1BdbGiAMAAAAAALtBogMAAAAAANgNpq4A2Ui9mGbrEPIdxtz6XH1dbB1CvpPyZ6qtQ8h3nAryTx1rM6Zl2jqEfMfVw93WIeQ7KZf4dwtyz8hipFZHRQcAAAAAALAb/JoDAAAAAABLMVBfYG2MOAAAAAAAsBtUdAAAAAAAYCFGKjqsjhEHAAAAAAB2g0QHAAAAAACwG0xdAQAAAADAUthe1uqo6AAAAAAAAHaDig4AAAAAACyExUitjxEHAAAAAAB2g0QHAAAAAACwG0xdAQAAAADAUliM1Oqo6AAAAAAAAHaDig4AAAAAACyFxUitjhEHAAAAAAB2g4oOAAAAAAAsxMgaHVZHRQcAAAAAALAbJDoAAAAAAICmT5+uwMBAubm5qXbt2tqxY0eOfZcvX64WLVqoWLFiKliwoEJCQrRhwwazPtHR0TIYDFmOmzdvWvQ9SHQAAAAAAGApBgfbHfdgyZIlGjZsmN566y3t379fDRs2VJs2bZSQkJBt/+3bt6tFixZau3at9u7dq6ZNm6pDhw7av3+/Wb+CBQsqMTHR7HBzc7vv4cwN1ugAAAAAACCfmzx5svr166cXX3xRkjRlyhRt2LBBM2bMUGRkZJb+U6ZMMfs8YcIErVq1St98841q1aplajcYDPLz87No7P9GRQcAAAAAABZilMFmR0pKiq5evWp2pKSkZIkxNTVVe/fuVcuWLc3aW7ZsqV27duXqPTMzM/X333+rSJEiZu3JyckqW7asSpUqpfbt22ep+LAEEh0AAAAAANihyMhIeXt7mx3ZVWecP39eGRkZ8vX1NWv39fVVUlJSrp41adIkXbt2TV27djW1BQUFKTo6WqtXr9aXX34pNzc3NWjQQMePH3+wF7sLpq4AAAAAAGCHwsPDNXz4cLM2V1fXHPsb/rUVrtFozNKWnS+//FIRERFatWqVihcvbmqvV6+e6tWrZ/rcoEEDBQcH65NPPtG0adNy+xr3jEQHAAAAAAAWYrzHRUEfJldX1zsmNm7z8fGRo6NjluqNc+fOZany+LclS5aoX79++uqrr/TUU0/dsa+Dg4OeeOIJi1d0MHUFAAAAAIB8zMXFRbVr19bGjRvN2jdu3Kj69evneN2XX36pPn36aNGiRWrXrt1dn2M0GhUbGyt/f/8HjvlOqOgAAAAAAMBSbFjRcS+GDx+unj17qk6dOgoJCdHs2bOVkJCggQMHSro1DebMmTP6/PPPJd1KcvTq1UtTp05VvXr1TNUg7u7u8vb2liSNGzdO9erV0+OPP66rV69q2rRpio2N1aeffmrRdyHRAQAAAABAPtetWzdduHBB7777rhITE1W1alWtXbtWZcuWlSQlJiYqISHB1H/WrFlKT0/X4MGDNXjwYFN77969FR0dLUm6fPmyBgwYoKSkJHl7e6tWrVravn27nnzySYu+i8FoNBot+gQgD1rrEWTrEACLcynibOsQ8p2UP1NtHUK+41SQ3+lYmzEt09Yh5DsftVtg6xDynTd397V1CPlOs/iDtg7hvl06sM1mzy5co7HNnm1LeaOGBgAAAAAAIBdIdAAAAAAAALtBPScAAAAAABZiy+1l86t8PeIBAQGaMmVKjufj4+NlMBgUGxubq/v16dNHHTt2fCixPeoelXe9168RAAAAAMC+5dlER4cOHfTUU09le2737t0yGAzat2/fAz2jdOnSptVmbWHZsmWqW7euvL29VaBAAVWpUkUjRoywSSwPok+fPjIYDDIYDHJyclKZMmX08ssv69KlS/d8n38nV2z9NQIAAACAOzIYbHfkU3k20dGvXz9t2bJFv//+e5ZzUVFRqlmzpoKDgx/oGY6OjvLz85OTk/Vn+GzatEndu3fXs88+q59++kl79+7V+++/r9TUvLlif+vWrZWYmKj4+HjNmTNH33zzjQYNGvTA97Xl1wgAAAAA8OjJs4mO9u3bq3jx4qb9eW+7fv26lixZon79+mnXrl1q1KiR3N3dVbp0aQ0ZMkTXrl3L0r9v374qUKCAypQpo9mzZ5vOZTct4vDhw2rXrp0KFiyoAgUKqGHDhjp58mS2MRqNRk2cOFHlypWTu7u7atSooa+//jpX77dmzRr95z//0euvv66KFSuqQoUK6tixoz755BNTn4iICNWsWVOzZs1S6dKl5eHhoS5duujy5ctm95o3b54qVaokNzc3BQUFafr06Wbnz5w5o27duqlw4cIqWrSoQkNDFR8fbzqfkZGh4cOHq1ChQipatKhGjRqle92V2NXVVX5+fipVqpRatmypbt266bvvvjN7Rr9+/RQYGCh3d3dVrFhRU6dONXvX+fPna9WqVabqkJiYmGy/Rtu2bdOTTz4pV1dX+fv7a/To0UpPT7+neAEAAAAAeVOeTXQ4OTmpV69eio6ONvuh+6uvvlJqaqpq1KihVq1aqXPnzjp48KCWLFminTt36pVXXjG7z6RJk1SnTh3t379fgwYN0ssvv6yjR49m+8wzZ86oUaNGcnNz05YtW7R371717ds3xx+i3377bc2bN08zZszQ4cOH9dprr+n555/Xtm1330fZz89Phw8f1i+//HLHfidOnNDSpUv1zTffaP369YqNjdXgwYNN5z/77DO99dZbev/99xUXF6cJEyZozJgxmj9/vqRbiZ6mTZvKy8tL27dv186dO+Xl5aXWrVubqkcmTZqkqKgozZ07Vzt37tTFixe1YsWKu75DTn777TetX79ezs7OprbMzEyVKlVKS5cu1ZEjR/TOO+/ozTff1NKlSyVJI0eOVNeuXU2VIYmJiapfv36We585c0Zt27bVE088oQMHDmjGjBmaO3eu3nvvvfuOFwAAAADul9HgYLMjv8rT9f59+/bVhx9+qJiYGDVt2lTSrWkrnTt31meffaYePXpo2LBhkqTHH39c06ZNU+PGjTVjxgy5ublJktq2bWuaQvHGG2/o448/VkxMjIKCgrI879NPP5W3t7cWL15s+iG9QoUK2cZ27do1TZ48WVu2bFFISIgkqVy5ctq5c6dmzZqlxo0b3/HdXn31Ve3YsUPVqlVT2bJlVa9ePbVs2VJhYWFydXU19bt586bmz5+vUqVKSZI++eQTtWvXTpMmTZKfn5/Gjx+vSZMmqXPnzpKkwMBAHTlyRLNmzVLv3r21ePFiOTg4aM6cOTL8/zlc8+bNU6FChRQTE6OWLVtqypQpCg8P1zPPPCNJmjlzpjZs2HCXr465NWvWyMvLSxkZGbp586YkafLkyabzzs7OGjdunOlzYGCgdu3apaVLl6pr167y8vKSu7u7UlJS5Ofnl+Nzpk+frtKlS+u///2vDAaDgoKCdPbsWb3xxht655135OCQ9X/2lJQUpaSkmLWlGTPlnI//YAAAAACAvCpPJzqCgoJUv359RUVFqWnTpjp58qR27Nih7777TkOHDtWJEye0cOFCU3+j0ajMzEydOnVKlSpVkiRVr17ddN5gMMjPz0/nzp3L9nmxsbFq2LChWSVCTo4cOaKbN2+qRYsWZu2pqamqVavWXa/39PTUt99+q5MnT2rr1q364YcfNGLECE2dOlW7d++Wh4eHJKlMmTKmJIckhYSEKDMzU8eOHZOjo6P++OMP9evXT/379zf1SU9Pl7e3tyRp7969OnHihAoUKGD2/Js3b+rkyZO6cuWKEhMTTcka6VY1TZ06de5p+krTpk01Y8YMXb9+XXPmzNGvv/6qV1991azPzJkzNWfOHP3++++6ceOGUlNTVbNmzVw/Q5Li4uIUEhJiStpIUoMGDZScnKzTp0+rTJkyWa6JjIw0S7JIUg+nogpz9rmnZwMAAADAvxmVfxcFtZU8neiQbi1K+sorr+jTTz/VvHnzVLZsWTVv3lyZmZl66aWXNGTIkCzX/POH3X8nLQwGgzIzM7N9lru7e67jun2Pb7/9ViVLljQ798+KjLt57LHH9Nhjj+nFF1/UW2+9pQoVKmjJkiV64YUXsu1/+wf8f77HZ599prp165r1c3R0NMVZu3Zts4TQbcWKFct1nHfj6emp8uXLS5KmTZumpk2baty4cRo/frwkaenSpXrttdc0adIkhYSEqECBAvrwww/1448/3tNzjEajWZLjdpukLO23hYeHa/jw4WZtW33r3NNzAQAAAACPhjyf6OjatauGDh2qRYsWaf78+erfv78MBoOCg4N1+PBh0w/XD0P16tU1f/58paWl3bWqo3LlynJ1dVVCQsJdp6nkVkBAgDw8PMwWVE1ISNDZs2dVokQJSbe21nVwcFCFChXk6+urkiVL6rffflNYWFi29wwODtaSJUtUvHhxFSxYMNs+/v7++uGHH9SoUSNJtypC9u7d+0C72owdO1Zt2rTRyy+/rBIlSmjHjh2qX7++2U4s/17k1cXFRRkZGXe8b+XKlbVs2TKzhMeuXbtUoECBLAmn21xdXbMkn5i2AgAAAOBhyM9rZdhKnh9xLy8vdevWTW+++abOnj2rPn36SLq13sbu3bs1ePBgxcbG6vjx41q9enWW6RL34pVXXtHVq1fVvXt37dmzR8ePH9eCBQt07NixLH0LFCigkSNH6rXXXtP8+fN18uRJ7d+/X59++qlpIdA7iYiI0KhRoxQTE6NTp05p//796tu3r9LS0symw7i5ual37946cOCAduzYoSFDhqhr166mdSwiIiIUGRmpqVOn6tdff9WhQ4c0b9480/oYYWFh8vHxUWhoqHbs2KFTp05p27ZtGjp0qE6fPi1JGjp0qP7v//5PK1as0NGjRzVo0KAsO7vcqyZNmqhKlSqaMGGCJKl8+fLas2ePNmzYoF9//VVjxozRzz//bHZNQECADh48qGPHjun8+fNKS0vLct9Bgwbpjz/+0KuvvqqjR49q1apVGjt2rIYPH57t+hwAAAAAAPtiFz/59evXT5cuXdJTTz1lmpZSvXp1bdu2TcePH1fDhg1Vq1YtjRkzRv7+/vf9nKJFi2rLli1KTk5W48aNVbt2bX322Wc5VneMHz9e77zzjiIjI1WpUiW1atVK33zzjQIDA+/6rMaNG+u3335Tr169FBQUpDZt2igpKUnfffedKlasaOpXvnx5de7cWW3btlXLli1VtWpVs+1jX3zxRc2ZM0fR0dGqVq2aGjdurOjoaFMMHh4e2r59u8qUKaPOnTurUqVK6tu3r27cuGGq8BgxYoR69eqlPn36mKaVdOrU6b7H8bbhw4frs88+0x9//KGBAweqc+fO6tatm+rWrasLFy6YVXdIUv/+/VWxYkXVqVNHxYoV0/fff5/lniVLltTatWv1008/qUaNGho4cKD69eunt99++4HjBQAAAAA8+gzGe1lREo+UiIgIrVy5UrGxsbYOxe6s9ci66w5gb1yK3H1hZTxcKX+m2jqEfMepYJ6fpZvnGNOyX+sMlvNRuwW2DiHfeXN3X1uHkO80iz9o6xDu219HfrLZs4tVftJmz7Ylu6joAAAAAAAAkEh02MzAgQPl5eWV7TFw4EBbh5drCQkJOb6Hl5eXEhISbB0iAAAAANiMUQ42O/Irpq7YyLlz53T16tVszxUsWFDFixe3ckT3Jz09XfHx8TmeDwgIkJNT3isbZuoK8gOmrlgfU1esj6kr1sfUFetj6or1MXXF+vLy1JVzR/bY7NnFK9ex2bNtib/9baR48eJ5JplxJ05OTg91C18AAAAAAB4EiQ4AAAAAACzEaDDYOoR8J/9O2gEAAAAAAHaHig4AAAAAACzEaKC+wNoYcQAAAAAAYDeo6AAAAAAAwEKMYo0Oa6OiAwAAAAAA2A0SHQAAAAAAwG4wdQUAAAAAAAthMVLrY8QBAAAAAIDdoKIDAAAAAAALMRpYjNTaqOgAAAAAAAB2g0QHAAAAAACwG0xdAQAAAADAQoxi6oq1UdEBAAAAAADsBhUdAAAAAABYCNvLWh8jDgAAAAAA7AYVHQAAAAAAWAhrdFgfFR0AAAAAAMBukOgAAAAAAAB2g6krAAAAAABYCIuRWh8jDgAAAAAA7AYVHQAAAAAAWAiLkVofFR0AAAAAAMBukOgAAAAAAAB2g6krAAAAAABYCIuRWh8jDgAAAAAA7AYVHQAAAAAAWAiLkVofFR0AAAAAAMBukOgAAAAAAAB2g6krAB4Jju6Otg4h33F0J9dtbU4F+WvX2tKvpts6hHzH4EyJtrUZHBhza8u4kWnrEJCHGA38P2pt/CsXAAAAAADYDX61BAAAAACAhRiNVHRYGxUdAAAAAADAblDRAQAAAACAhRipL7A6RhwAAAAAANgNEh0AAAAAAMBuMHUFAAAAAAALMYrFSK2Nig4AAAAAAGA3qOgAAAAAAMBCqOiwPio6AAAAAACA3SDRAQAAAAAA7AZTVwAAAAAAsBCmrlgfFR0AAAAAAMBuUNEBAAAAAICFUNFhfVR0AAAAAAAAu0FFBwAAAAAAFmI0UtFhbVR0AAAAAAAAu0GiAwAAAAAA2A2mrgAAAAAAYCEsRmp9VHQAAAAAAAC7QUUHAAAAAAAWQkWH9VHRAQAAAAAA7AaJDgAAAAAAYDeYugIAAAAAgIUwdcX6qOgAAAAAAAB2g0QHAAAAAAAWYjQabHbcq+nTpyswMFBubm6qXbu2duzYccf+27ZtU+3ateXm5qZy5cpp5syZWfosW7ZMlStXlqurqypXrqwVK1bcc1z3ikQHAAAAAAD53JIlSzRs2DC99dZb2r9/vxo2bKg2bdooISEh2/6nTp1S27Zt1bBhQ+3fv19vvvmmhgwZomXLlpn67N69W926dVPPnj114MAB9ezZU127dtWPP/5o0XcxGI1Go0WfAORBaz2CbB1CvuPo7mjrEPIdlyIs02RtqRfTbR1CvpN+lTG3NoMzc9Gt7eNOC20dQr4zalNvW4eQ77T48xdbh3DfYo//ZbNnVypTUCkpKWZtrq6ucnV1zdK3bt26Cg4O1owZM/53faVK6tixoyIjI7P0f+ONN7R69WrFxcWZ2gYOHKgDBw5o9+7dkqRu3brp6tWrWrdunalP69atVbhwYX355ZcP/H45oaIDAAAAAAA7FBkZKW9vb7Mju6RFamqq9u7dq5YtW5q1t2zZUrt27cr23rt3787Sv1WrVtqzZ4/S0tLu2Cenez4s/DoPAAAAAAA7FB4eruHDh5u1ZVfNcf78eWVkZMjX19es3dfXV0lJSdneOykpKdv+6enpOn/+vPz9/XPsk9M9HxYSHQAAAAAAWIgtt5fNaZpKTgwG81iNRmOWtrv1/3f7vd7zYWDqyn2IiIhQzZo1bR2G1TVp0kTDhg2zdRgAAAAAgIfIx8dHjo6OWSotzp07l6Ui4zY/P79s+zs5Oalo0aJ37JPTPR+We0p09OnTRx07dnzoQcTExMhgMOjy5cu5vubcuXN66aWXVKZMGbm6usrPz0+tWrUyLXpiSSNHjtTmzZst/hxJio6OlsFgUKVKlbKcW7p0qQwGgwICAh7qM+/n6/GwLFq0SI6Ojho4cKDVnw0AAAAAD1t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", 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", 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", 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", 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", 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", 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", 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", 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", 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", 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", 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", 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", 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", 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bNti9ezeSkpKgUqnkoGW8viVLlpQ4qpy/vz8Aw7FVY8aMkY8TM7pz5w68vLzMqrskfn5+8PX1xfbt24tdbhyZ0KjwOctK4+3tjaFDh+L777/HRx99hPDwcLi4uODpp582affwww/j4YcfRn5+Po4ePYolS5Zg6tSp8Pf3x1NPPVXqdbi4uMjPuY4dO6JXr15o3rw5pk6disGDB5d6ri0/Pz8sXLgQCxcuxPXr17Fx40a88847iI+PN7k/ateujQULFmD48OEYMWIE1q1bVySkmsPNzQ3Tpk1DREQE/vnnHwCG4wvz8/MRGxtbYnAt+Po3DqBiVNzrv7jHzM/PDxqNpsgxmwWXE5F9Y88UEdmF559/Hvn5+fjkk0+wdetWPPXUU2UOW9y1a1doNBqsWrXKZP7Nmzfxxx9/lDnEd1Xh5uaGzp07Y8OGDSY9Lnq9HqtWrUKtWrXkXcrK00tWnu2Wl6enJ9q2bSv3TBU++XFISAh2796NPXv2oFOnTvKX+e7du8PLywuRkZHo0KFDsX/Ozs4ADF9+jbfXaMuWLUXO11XensPiDB48GImJicjPzy+2psaNG5u9bcCwq9/t27exdetWrFq1CsOHDy8xECqVSnTu3BlffvklAMNgF+VlHLgjLi4OS5Ysue/1ateujVdeeQV9+/Yt9nr79euHHTt2YN++fRg8eHC5R7wrLtgDkHfbNPaYGkfw/Prrr0vclnGXvcKv/yNHjuDcuXP39fofPHgwLl++DF9f32If99JGtSQi+8CeKSKyCx06dECrVq2wcOFCCCHK3MUPALy8vPDBBx/g3XffxZgxY/D0008jMTERs2bNgouLC2bMmGGByivG3Llz0bdvX/Tq1QtvvPEGnJ2d8dVXX+Gff/7B2rVr5V/VjcfYfPvtt9BqtXBxcUG9evWK7JpY3u2ao1evXvjkk08gSZLJyHiAIUx9/vnnEEKYHFvj7u6OJUuWYOzYsUhKSsLjjz+O6tWrIyEhAadOnUJCQoL8BXrw4MFYvnw5mjRpglatWuHYsWP45JNPivRCNGjQABqNBqtXr0bTpk3h7u6OwMBA+Yv5/XjqqaewevVqDBw4EFOmTEGnTp3g5OSEmzdvYvfu3Rg6dCiGDx9u9n3Vr18/1KpVCxMmTEBsbKzJLn6A4WS2f/zxBwYNGoTatWsjOztb7i3p06ePWdc5ZswYLFiwAJ9++ikmTpwIDw+PIm1SU1PRq1cvjBw5Ek2aNIFWq8WRI0ewfft2jBgxotjtPvTQQ9i1axceffRR9OvXD1u3boWnp+d91dS8eXP07t0bAwYMQIMGDZCdnY3Dhw/js88+g7+/v/y6f/jhhzF69Gh89NFHiIuLw+DBg6FWq3HixAm4urpi0qRJaNy4MV544QUsWbIECoUCAwYMwNWrV/HBBx8gKCgIr776apn1TJ06FevXr0ePHj3w6quvolWrVtDr9bh+/Tp27tyJ119/HZ07d76v20ZENsqao18QEVWkRYsWCQCiWbNmxS4vPJqf0f/+9z/RqlUr4ezsLDw9PcXQoUPF2bNnTdqUZzS/4ka0AyBmzJhRav3G0fzWrVtXarviRlQTQoj9+/eLRx55RLi5uQmNRiO6dOkiNm3aVGT9hQsXinr16gmlUlniKHbl3W55R/MTQoitW7cKAEKpVIrU1FSTZUlJSUKhUAgA4rfffiuy7t69e8WgQYOEj4+PcHJyEjVr1hSDBg0yue+Sk5PF888/L6pXry5cXV3FQw89JPbv31/kcRPCMBpfkyZNhJOTk8ljNXbsWOHm5lbk+ot7PuTl5YlPP/1UtG7dWri4uAh3d3fRpEkT8eKLL4qoqCi5XZ06dcSgQYPu+34yevfddwUAERQUJPLz802WHTx4UAwfPlzUqVNHqNVq4evrK0JCQsTGjRvL3K5xpL3ibNmyRQAQs2bNEkIUfe5lZ2eLl156SbRq1Up4eHgIjUYjGjduLGbMmCHu3r1b6nX8888/IiAgQLRr104kJCTc133wf//3f2LEiBGifv36wtXVVTg7O4sGDRqIl156Sdy4ccOkbX5+vvj8889FixYt5Nd2165dTZ67+fn5Yt68eaJRo0bCyclJ+Pn5iWeeeabItkq7jzIyMsT7778vGjduLF9Py5YtxauvvipiY2Pv63YRke2ShOBJEIiIiIiIiMqLx0wRERERERGZgcdMERERkVXp9Xro9fpS26hU/MpCRFUPe6aIiIjIqp577rki52oq/EdEVBXxmCkiIiKyqqtXr5Z5gtvynHuNiMhSGKaIiIiIiIjMwN38iIiIiIiIzMCjOWE48PX27dvQarUPdAJKIiIiIiKybUIIpKenIzAwEApF6X1PDFMAbt++jaCgIGuXQUREREREVcSNGzdQq1atUtswTAHQarUADHeYh4eHlashIiIiIiJrSUtLQ1BQkJwRSsMwBci79nl4eDBMERERERHRfR3+wwEoiIiIiIiIzMAwRUREREREZAaGKSIiIiIiIjMwTBEREREREZmBYYqIiIiIiMgMDFNERERERERmYJgiIiIiIiIyA8MUERERERGRGRimiIiIiIiIzMAwRUREREREZAaGKSIiIiIiIjMwTBEREREREZmBYYqIiIiIiMgMDFNERERERERmYJgiIiIiIiIyA8MUERERERGRGRimiIiIiIiIzMAwRUREZCc2b96M8ePHY+fOndYuhYjIITBMERER2YlPPvkEFy9exMKFC61dChGRQ2CYIiIisgNCCAghAAAZGRlWroaIyDEwTBEREdmB1NRUk+msrCwrVUJE5DgYpoiIiOxATEyMyXRcXJyVKiEichwMU0RERHbg6tWrpU4TEVHFY5giIiKyAwxTRESWxzBFRERkB4zhyV3tBQC4cuWK9YohInIQDFNERER2wBimank3MpkmIqLKwzBFRERk47KysuQBKGr5NAYA3LhxAzqdzpplERHZPYYpIiIiG3f9+nUAgFrlCm9Xf6gUTtDpdLh165aVKyMism8MU0RERDbO2CvlrvaCJEnycVOFh0snIqKKxTBFRERk44wn7HVSuUCXnwtnlQYAkJaWZs2yiIjsHsMUERGRjUtJSQEAxKZGY8PxRXKYMs4nIqLKwTBFRERk4zIyMkymnVTOAID09HRrlENE5DAYpoiIiGycQlHo41wIAIBSqbRCNUREjoNhioiIyMapVCqTaf29MFV4PhERVSyGKSIiIhvn5ORkMq0X+QDYM0VEVNkYpoiIiGycs7OzyXS+3nCyXrVabY1yiIgcBsMUERGRjSscmhimiIgsg2GKiIjIxrm4uJhM6++FqcLziYioYjFMERER2RkBYe0SiIgcAsMUERGRjcvKyjKZViqci51PREQVy6phat++fQgNDUVgYCAkScIvv/xislwIgZkzZyIwMBAajQY9e/bE2bNnTdrk5ORg0qRJ8PPzg5ubG4YMGYKbN29a8FYQEREAXLhwAY8//jh27Nhh7VIcTuHQpFI6FTufiIgqllXD1N27d9G6dWt88cUXxS6fP38+FixYgC+++AJHjhxBQEAA+vbta3JG96lTp+Lnn3/GDz/8gD///BMZGRkYPHgw8vPzLXUziIgIwJIlSxAfH4/Zs2dbuxSHk5aWZjLtpDT0TBX8vCQioopn1bP5DRgwAAMGDCh2mRACCxcuxHvvvYcRI0YAAFasWAF/f3+sWbMGL774IlJTU7F06VKsXLkSffr0AQCsWrUKQUFB+P3339G/f3+L3RYiIkcXHx9v7RIc1u3bt02m3Zw9i51PREQVq8oeM3XlyhXExsaiX79+8jy1Wo2QkBAcOHAAAHDs2DHk5eWZtAkMDESLFi3kNsXJyclBWlqayR8REZEt0ul0uHbtmsk8lcKwmx93eyciqlxVNkzFxsYCAPz9/U3m+/v7y8tiY2Ph7OwMb2/vEtsUZ+7cufD09JT/goKCKrh6IiLHIwRHkLOG+Ph4XL9+3WTeqZt7ADBMERFVtiobpowkSTKZFkIUmVdYWW2mTZuG1NRU+e/GjRsVUqs15ebmIi8vz9plEJGDEkLwWFUrKe24qLS0NA5CQURUiapsmAoICACAIj1M8fHxcm9VQEAAcnNzkZycXGKb4qjVanh4eJj82TKdToexY8di/Pjx0Ov11i6HiBxQdnY27ty5I0/zxx3LiYuLK3V5TEyMhSohInI8VTZM1atXDwEBAfjtt9/kebm5udi7dy+6desGAGjfvj2cnJxM2sTExOCff/6R2ziChIQE3Lp1C1euXEFubq61yyEiB1R4N7Pdu3dbqRLHU9bAH7du3bJQJUREjseqo/llZGTg0qVL8vSVK1dw8uRJ+Pj4oHbt2pg6dSrmzJmD4OBgBAcHY86cOXB1dcXIkSMBAJ6ennj++efx+uuvw9fXFz4+PnjjjTfQsmVLeXQ/IiKqXKmpqZgzZ47JvMWLF6NBgwZo0KCBlapyHGUNf85BloiIKo9Vw9TRo0fRq1cvefq1114DAIwdOxbLly/HW2+9haysLEyYMAHJycno3Lkzdu7cCa1WK6/z+eefQ6VS4cknn0RWVhZ69+6N5cuXQ6lUWvz2EBE5msjISPz3v/81GYI7EMDttDS88soreOONN/DII4+Ueawrma+sXSq5yyURUeWxapjq2bNnqaM/SZKEmTNnYubMmSW2cXFxwZIlS7BkyZJKqND2cDQtIrKEtLQ0LFu2DL/88gv0ej08AaTeW/Y0gJ8AXLt7F7NmzcLOnTsxadIk1KpVy3oF27GyBv5gmCIiqjxV9pgpMg9//SWiyqTT6bB+/Xo8/fTT2LBhA/R6PZoAeLJAm1wAwwCEAFACOHjwIMaMGYOvvvoKd+/etULV9q2sH9H4IxsRUeVhmLIz/NAkospy48YNTJgwAYsWLUJ6ejqqA3gcwHkA3xVotwTAIgDtAUwEEAxDCPvhhx8wZswYHDt2zOK12zNPT89Sl/v4+FioEiIix8MwRUREZbp+/TpefvllnD9/Hi4AQgFMAFC7jPWqQcIYSBgNwAeG0Udff/11/PXXX5VdssPw8vIqdbmvr69lCiEickAMU3aGPVNEVBmWLVuGtLQ01AQwCUAnSFDi/ncrbgQJEwG0BKDX67F48eJKqtTxlBWm2DNFRFR5GKbsDI+ZIqLKYDw5ei0A2tKblsgZEoILbI8//lSM6tWrl7o8ICDAQpUQAERFReHrr79GRkaGtUshIguw6mh+RERkG0JDQ3HixAkcBpAOYBAEPMrRM5ULgd0AjDv3hYaG8sefCuLu7l7iMh8fH6jVagtWQ7NmzcL169ehUCjw4osvWrscIqpkDFNERFSmPn36ICUlBV9++SUi8/NxCcDDEGhexnp6CJwG8BsA46ljQ0ND8fLLL1dqvWTg7+9v7RIczvXr1wGAA60QOQiGKTtQcFcZ7jZDRJXl8ccfR+vWrbFgwQKcPXsWuwD8XUr7BADrANy4Nx0QEIApU6age/fulV4rGfB4KSKiysUwZWe42wwRVabg4GB89dVX+P333/HNN98gISGhxLarAAgAGo0Go0ePxhNPPMFdzizM1dXV2iUQEdk1DkBBRETlIkkS+vbti1WrVmHw4MElthMAHnroIaxatQrPPPMMg5QVuLi4WLsEIiK7xjBlBwr2RrFniogsxdjjVJLRo0dj9uzZqFatmgWrooIUCn7MWwt3uydyDHyXtTN88yaiqmLw4MH8gcfKjEPak+XxuU/kGBim7ADfsImIqDgMU0RElYthioiIyIaVtkdCfHy8BSuhgrinCJFjYJgiIiKyYaWNqBgXF8feKSvhXiNEjoFhyg7wPFNERI7r/PnzpS4/ffq0hSohInI8DFNEREQ2jGGKiMh6GKaIiIhsWFlh6syZMxaqhIjI8TBMERFRpbh48aK1S7B7KSkpuHXrVqltLl68iMzMTAtVREbc7Z7IMTBMERGR2Y4dO1bislmzZuHHH39Efn6+BStyLGX1Ork4uUOv1+Ps2bMWqoiMOAAFkWNgmCIionK7du0a3nnnHcyfP7/ENjqdDl988QVeeOEFHD9+3ILVOY7o6OhSl3trqgMArly5YolyiIgcjsraBRARke1ITk7G0qVLsXnzZuj1ekgAStqZqQ+APwFERUVh6tSp6NKlCyZMmIC6detarF57V9aw52pnVwBAUlKSJcqhAribH5FjYM8UERGVSQiBbdu2YdTIkdi4cSP0ej2aABhbyjqtAEwF0BmGD5tDhw7h2WefxXfffQedTmeBqu1fmWFKqQFgOLaKiIgqHnumiIioTCtWrMCyZcsAADUADARQFxKSS+yXMnCDhMEAukJgO4Dz+flYuXIlLl++jDlz5kCh4G96DyI9Pb3U5SqV8321o4rB8z4SOR5+ihERUani4uKwfPlyAMAjAF6CIUgVFhoailWrViE0NBSSJKHg13dfSBgFCWEAnAAcOHAAf/31V+UXb+f8/PxMpos8BlmGnitfX19rlOdwMjIy5Mt6vd6KlRCRpTBMERFRqRITE6HX66EE0A6AopggBQBhYWGoXbs2wsLCIIRASjFtGgPwvHc5ISGhUup1JDVr1jSZLvwYpGcbwlStWrWsUZ7DSUtLky+zZ4rIMTBMERFRqRo3box69eohH8C3AK6WsGtfREQErl+/joiICEiSBK9Cy5MgsBTAHQBubm546KGHKrVuR1A4JBV+DHJ1WQCAwMBAa5TncAruTsldK4kcA4+ZIiKiUimVSsybNw9vvvkmrl27hmUAekDgkULtNm/ejE2bNkGSJAghoC2w7BQENgLIBaDVajF79mxUr17dYrfBXjVt2tRkuvBjcDc3BQDQpEkTK1TneAqOmpicnAwhBM83RWTn2DNFRERlCggIwP/93/9h4MCBEAD2AvgJQMGjQoy7NRXevekvCPwEQ5Bq1aoVli5dijZt2likbnsXGBiIoKAgebq4x6BZs2ZFjq2iynHnzh35cl5ensluf0RknximiIjovri6uuKdd97B+++/D5VKhTMALpWxTjIEdty7PGrUKCxatAgBAQGVXKlj6dSpU6nLuTul5SQmJppM87hAIvvHMEVEROXSt29ftGzZEoDh+KfSJMBwUl+tVotx48ZBqVRWdnkOp2PHjqUuf/jhhy1UCcXGxppMx8TEWKkSIrIUhikiIrpvaWlp+O9//4sTJ04AAOqV0T4IgAsMB+NPmTIFN27cqOwSHU7dunVLXFanTh3UqVPHcsU4uNu3b5c6TUT2h2GKiIjKJITA9u3b8cwzz2DXrl1QABgCwwl8S6OBhJEwBKrIyEiMGzcO4eHhyM3NrfSaHUVpAxx069bNgpVQ4Z6oW7duWakSIrIUhikiIipVeno63nnnHcyZMwcpKSmoBuB5AB1LON9UYfUgYSKAhjAclB8eHo7//Oc/7KWygK5du1q7BIeRlZWF+Ph4k3nXrl2zUjVEZCkMU0REVCK9Xo9p06bh4MGDUAHoC2ACgNr3GaSMvCBhDIAnAbgBuHLlCiZNmoSUlJSKLpkK8Pf3t3YJDqO4HwcYpojsH8MUERGVKCoqCqdPn4YE4D8AekCCqpxBykiChJaQ8AoADxjOybNnz56KK5bIiooLTklJSTx5L5GdY5giIqISabWGU+8KAOcA6CBKbV8WAYHLALLuTXt6ej7Q9oiqiqtXr5pMOyukYucTkX1hmCIiohIFBgZi7NixAIA9AJYAOA0BvRmh6ioElsJwst88AF26dOGw3WQ3CocmdydVsfOJyL6orF0AERFVbc8//zzq1KmDL774AklJSVgHYDeAnhBoBuC1EtbzuPf/CgR2A7hyb9rZ2RmjR4/GqFGjoFLxY4jsw/Xr102mXZ2USMrJKzKfiOwLP8WIiKhMffr0Qbdu3bBu3Tr8+OOPuJOejp8AVAcwAEDDYo6jiofANghcujetUqkwaNAgjB49GtWrV7dg9USVS6fTFRkG3U1lOEE1R60ksm8MU0REdF9cXV0xduxYPP7441i/fj1++OEHxGdkYAWAdhAYBMAZEgQE/gSwC0A+DCFq8ODBGDVqFEeXI7sUFxcHnU4HCZB3gHW9t5vfzZs3rVYXEVU+hikiIioXNzc3jBkzBsOHD0d4eDjWr1+P40LgPIAACKQASLrXtlu3bpg8eTICAwOtVzBRJYuNjQUAaJQKZObr71029EzFxcVBCFHqyZWJyHZxAAoiIjKLVqvF5MmT8fnnn8PdzQ2ZAKJhCFIKhQKvvfYa5s6dyyBFds94sl6Xe7v2AYCL0vAVKycnB6mpqVapi4gqH3umiIjogbRr1w7fr1yJU6dOyfPq16+PevXqWbEqIstJTEwEADgr//2NWpIkOCsk5OoFEhMT4eXlZaXqiKgyMUwREdED8/PzQ+/eva1dBpFVZGRkAACcFKa78qkUCuTq8+XlRGR/GKaIiIiIHoAxLKkUpkdPGMNVenq6xWsispZVq1bhr7/+AgDUqVMHr7/+OpycnKxcVeVhmCIiIiJ6ALm5uQCAfL1enpely4dxSqfTWaEqIsvbtWsXvv32W3n67NmzcHd3xyuvvGLFqioXB6AgIiIiegA5OTkAgOsZ2fK8A7FJSM81hCiO5EeO4Pfff8fs2bMBAD4+PqhVqxYA4Mcff8Q333wDfYEfG+wJe6aIiIiIHoBCUfpv02UtJ7JlOp0O3333HdauXQsA8Pf3R7NmzSBJElxcXHDp0iWsWbMG165dw7vvvgutVmvliisWX91ERERED0Cj0ZS63M3NzUKVEFlWSkoKXn/9dTlIBQYGol69esjOzkZWVhaqVauGBg0aQJIk/PXXX/jPf/6Dy5cvW7nqisWeKSIiIqIH4O7uXupyDw8PC1VCZDl37tzBpEmTcOvWLSiVStSvXx9RUVG4fft2kbYtW7aUl02cOBGffvopWrRoYYWqKx57poiIiIgeQFm7LXl6elqoEiLLEEJg1qxZuHXrFlxcXNChQwf4+fmV2N7d3R0dO3aEl5cXMjMz8f7779vNKQMYpoiIiIgeQLVq1UpcplAo4OPjY8FqiCrfjRs3cOrUKUiShDZt2tzXrqxOTk5o3bo1NBoNkpKS5OHTbR3DFBEREdEDKC1M+fn5QalUWrAaosonhABgGKmyvAOsGEe3NG7D1jFMERERET2A0sKUv7+/BSshsozatWujefPm0Ov1OHHiBDIzM8tcR6fT4cyZM8jMzISHhwe6detmgUorH8MUERER0QNwcnIqcVnNmjUtWAmRZUiShJkzZ8Lf3x9ZWVk4evQokpOTS2yfmZmJo0ePIikpCS4uLvjwww/tZmAWhikiIiKiShIYGGjtEogqhb+/P77++ms0a9YMOp0O58+fL7Ht6dOnkZmZiWrVqmHRokVo27atBSutXAxTRERERJWkVq1a1i6BqNL4+flhyZIlGDFiRKnthBDo0KEDli5diqZNm1qoOstgmCIiIrJTqamp1i7B4TFMkb1zcnLC1KlT8eKLL5bY5tFHH8Unn3wCLy8vyxVmIQxTREREdurixYvWLsHh2ctxIURleeSRR0pcNm7cOLsd1ZJhioiIyE5FRUVZuwSHZxwGmsiR2fPrgGGKiIjITjFMERFVLoYpIiIiG5aXl1fisujoaOTn51uwGiIix8IwRUREZMNiYmJKXJadnY24uDgLVkNE5FgYpoiIiGxYQkJCqctjY2MtVAkRkeNhmCIiIrJh2dnZAIBq2iB5Xv/mz8LPvSYAhikiosrEMEVERGTDEhMTAQAeLj7yPDe1B7QuvgCA+Ph4q9RFROQIGKaIiIhsmLFnSqVwNpmvUjoBAHJzcy1eExGRo2CYIiIismHG0fokyfQjXXFvurTR/oiI6MEwTBEREdkwY1hSFAlTSgCATqezeE1ERI6CYYqIiMiGKRSGj3IBYTJfCL3JciIiqnh8hyUiIrJharUaAJCvN+2BMk4blxMRUcVjmCIiIrJhzs6GgSfyRaEwJRimiIgqG8MUERGRDdNoNAAAXb5pmNLlG46lcnFxsXhNRESOgmGKiIjIhrm7uwMA8vKzTebn3ps2LicioopX5cOUTqfD+++/j3r16kGj0aB+/fr473//C71eL7cRQmDmzJkIDAyERqNBz549cfbsWStWTUREZBlarRYAoMvPMZmfp8sxWU5EVFmEEPj7779LXL5x40a7HVm0yoepefPm4ZtvvsEXX3yBc+fOYf78+fjkk0+wZMkSuc38+fOxYMECfPHFFzhy5AgCAgLQt29fpKenW7FyIiKiymcMSzm6wj1TWSbLiYgqmjFETZ48GZ999lmJ7VavXo2xY8di27ZtdnfuO5W1CyjLwYMHMXToUAwaNAgAULduXaxduxZHjx4FYHgQFy5ciPfeew8jRowAAKxYsQL+/v5Ys2YNXnzxRavVTkREVNmqV68OAMjK/fcHRCEEMu9NG5cTEVWU5ORk7Ny5E5s2bcL169fLbK9SqXDjxg3MnTsX//d//4cBAwZg4MCBCAoKskC1lavKh6mHHnoI33zzDS5evIhGjRrh1KlT+PPPP7Fw4UIAwJUrVxAbG4t+/frJ66jVaoSEhODAgQPFhqmcnBzk5Py7O0RaWlql3w4iIqLKYAxLuQWOmcrRZctDo1erVs0qdRGRfcnNzcWBAwewfft2HD58GPn5+QAApVKJGjVqoHr16jh+/Hix67Zr1w537tzBzZs3kZSUhNWrV2P16tVo3rw5Hn30UTzyyCM224te5cPU22+/jdTUVDRp0gRKpRL5+fmYPXs2nn76aQBAbGwsAMDf399kPX9/f1y7dq3Ybc6dOxezZs2q3MKJiIgsQKvVws3NDXfv3pXnZeUZfiT09fWVh04nIjJHTEwMNmzYgO3btyM1NVWe7+HhgRo1asDf3x8qlQpZWVklbkOpVKJu3bqoXbs27ty5g5iYGCQmJuLs2bM4e/YslixZgl69euGxxx5DkyZNLHGzKkyVD1MRERFYtWoV1qxZg+bNm+PkyZOYOnUqAgMDMXbsWLmdJEkm6wkhiswzmjZtGl577TV5Oi0tzS66GYmIyDHVrl0b586dk6dTsxLl+URE5khPT8c333yDLVu2yAO/OTs7IyAgADVq1ICbm1u5t6lQKFC9enVUr14dOTk5iIuLQ0xMDO7evYsdO3Zgx44d6Ny5MyZPnmwz382rfJh688038c477+Cpp54CALRs2RLXrl3D3LlzMXbsWAQEBAAw9FDVqFFDXi8+Pr5Ib5WRWq3mSQyJiMhuNGzY0DRMZcYDAIKDg61VEhHZsOTkZLz88su4ffs2AMDb2xtBQUHw8fGBQlH2+HWhoaEICwtDREQENm/ejJycHPmceEZqtRq1a9dGUFAQ0tLScPPmTcTHx+Pw4cMYP348Pv/8czRr1qxSbl9FqvKj+WVmZhZ50JRKpZyQ69Wrh4CAAPz222/y8tzcXOzduxfdunWzaK1ERETWUDg0pWYlADCELCKi8vrxxx9x+/ZtqNVqtGvXDm3btoWfn999BSkACAsLQ+3atREWFgYhBLKzs0tsK0kSPD090bx5c3Tu3Bmenp7IysrCt99+W1E3p1JV+Z6p0NBQzJ49G7Vr10bz5s1x4sQJLFiwAM899xwAwwMwdepUzJkzB8HBwQgODsacOXPg6uqKkSNHWrl6IiKiyteoUSOT6eS7hjDFnikiMkdubi4Aw2595pz4OyIiQu6ZkiQJLi4u97WeRqOBRqNBamqqXENVV+XD1JIlS/DBBx9gwoQJiI+PR2BgIF588UVMnz5dbvPWW28hKysLEyZMQHJyMjp37oydO3fa7KggRERE5dGgQQMoFAp5r418kQcXFxfUqVPHypURkS0aPnw4tmzZgvT0dBw9ehTNmjWDh4fHfa+/efNmbNq0CZIkQQhxX4fXZGdn49y5c0hOTgYAm+kUqfJhSqvVYuHChfJQ6MWRJAkzZ87EzJkzLVYXERFRVaFWq1G/fn1cunRJnteoUSOoVFX+Y56IqqBatWrh888/x/vvv4+EhAQcO3YMderUQd26dUvc1U+tVqNr167Q6/U4fPgwAKB169bQaDSlhikhBGJjYxEVFQWdTge1Wo23334bDz30UKXctopW5Y+ZIiIiorIV3tXP1oYXJqKqpWnTpggPD0fv3r0hhMDVq1dx/PjxEo9/UigU0Gg0Jrv0eXp6QqPRlBjAdDodIiMjce7cOeh0OjRr1gxLly5Fnz59KuU2VQaGKSIiIjtQt25dk+n69etbpxAishseHh6YMWMGZs2aBa1Wi7S0NBw5csTkfFPmysnJwfHjxxEXFweFQoHx48fjiy++sLlTOjBMERER2YHCX0B4vBQRVZRevXrhf//7H4KDg5GXl4cTJ04gISHB7O1lZGTg6NGjyMjIgLe3NxYvXowxY8bY5K7JDFNERER2gGGKiCpTjRo1sGTJEnTp0gV6vR5nzpzB9evXIYQo13YSExNx7Ngx5OTkoHbt2vjmm2/QqlWrSqq68jFMERER2QEfHx+TaXOGMyYiKo2rqyvmzJmD0NBQAMClS5cQGRkJnU4nt1EoFAgJCUFISIjJsVJCCFy5cgWnTp1Cfn4+WrVqha+++go1atSw+O2oSLbXl0ZERERFSJJk7RKIyAGoVCq88cYbqFu3Lr788kvExcUhPT0dLVq0gLu7OyRJglKpNFknNzcXkZGRSEpKAgAMHjwYU6dOhbOzszVuQoVizxQREREREd03SZLwxBNPYPHixahWrRoyMzNx9OhRxMXFFWlrHLQiKSkJarUa06ZNw1tvvWUXQQpgmCIiIiIiIjO0atUKS5cuRadOnaDX63H27FncuHFDXp6UlITjx4/Lx0d9++23GDBggBUrrngMU0REREREZBYvLy/MmzcPTz75JAAgKioKsbGxyMjIwOnTp6HX69G5c2f83//9H+rVq2flaisej5kiIiIiIiKzKZVKTJw4EUqlEmvXrkVkZKS8rEOHDpgzZw6cnJysWGHlYc8UERERERE9EEmS8MILL6B58+byPE9PT0yfPt1ugxTAnikiIiIiIqoASqUSCxYswKVLlwAAtWrVgpeXl3WLqmQMU0REREREVCE0Gg1atmxp7TIshrv5ERERERERmYFhioiIiIiIyAwMU0RERERERGZgmCIiIiIiIjIDwxQREREREZEZGKaIiIiIiIjMwDBFRERERERkBoYpIiIiIiIiMzBMERERERERmYFhioiIiIiIyAwMU0RERERERGZgmCIiIiIiIjIDwxQREZEdcHFxsXYJREQOh2GKiIjIDkiSZO0SiIgcDsMUERERERGRGRimiIiIiIiIzMAwRUREREREZAaGKSIiIiIiIjMwTBEREREREZmBYYqIiIiIiMgMDFNERERERERmYJgiIiIiIiIyA8MUERERERGRGRimiIiIiIiIzMAwRUREREREZAaGKSIiIiIiIjMwTBEREREREZmBYYqIiIiIiMgMDFNERERERERmYJgiIiIiqiRZWVnWLoGIKhHDFBEREVElSUxMtHYJRFSJGKaIiIiIKklSUpK1SyCiSsQwRURERFRJ2DNFZN8YpoiIiIgqSGhoKFatWoXQ0FBIkoSbN29auyQiqkQMU0REREQVJCwsDLVr10ZYWBiEEIiJibF2SURUiRimiIiIiB6AEEK+HBERgevXryMiIgKSJEGn01mxMiKqbCprF0BERERkywoOf75582Zs2rQJkiRBCIHs7GwrVkZElY09U0REREQPID09Xb5s7KUy/i+4jIjsD8MUERER0QNIS0srcRnDFJF9Y5giIiIiegAFd/MrLDMz0+SYKiKyLwxTRERERA8gMzOzxGX5+fnIzc21YDVEZEkMU0REREQPoLSeKaD0sEVEto1hioiIiOgBlNXzlJOTY6FKiMjSGKaIiIiIHkBeXl6pyxmmiOxXhYQpnkOBiIiIHFVZJ+YtK2wRke0yO0zp9Xp8+OGHqFmzJtzd3REdHQ0A+OCDD7B06dIKK5CIiIioKsvPz3+g5URku8wOUx999BGWL1+O+fPnw9nZWZ7fsmVL/O9//6uQ4oiIiIiqurLCkl6vt1AlRGRpZoep77//Ht9++y1GjRoFpVIpz2/VqhXOnz9fIcURERERERFVVWaHqVu3bqFhw4ZF5uv1eu4bTERERA5DoSj961RZy4nIdpn96m7evDn2799fZP66devQtm3bByqKiIiIyFZIkmTtEojISlTmrjhjxgyMHj0at27dgl6vx4YNG3DhwgV8//332Lx5c0XWSERERFRleXh4AACquTgjIdtwzqluAT44EpeEPAGoVGZ/3SKiKs7snqnQ0FBERERg69atkCQJ06dPx7lz57Bp0yb07du3ImskIiIiqrKMA3EpCnRQaVRKiHs9VgxTRPbLrFe3TqfD7Nmz8dxzz2Hv3r0VXRMRERGRzXBycgIAiELzxb0ZDFNE9susnimVSoVPPvmE500gIiIih2fsmdIL0zhlnFar1RaviYgsw+zd/Pr06YM9e/ZUYClEREREtsfYM6UvkKWEEHJPlXE5Edkfs/udBwwYgGnTpuGff/5B+/bt4ebmZrJ8yJAhD1wcERERUVVn7Hkq2DNV8LKx54qI7I/ZYerll18GACxYsKDIMkmSuAsgEREROQRjmMo3CVNFlxOR/TE7TOn1+oqsg4iIiMgmFdczZQxWTk5OPGkvkR3jq5uIiIjoARh348svZjc/9koR2bcHClN79+5FaGgoGjZsiODgYAwZMgT79++vqNqIiIiIqrx/e6b+nZfPMEXkEMwOU6tWrUKfPn3g6uqKyZMn45VXXoFGo0Hv3r2xZs2aiqyRiIiIqMpycXEBAOQXSFPGI8cZpojsm9lhavbs2Zg/fz4iIiIwefJkTJkyBREREfj444/x4YcfVmSNuHXrFp555hn4+vrC1dUVbdq0wbFjx+TlQgjMnDkTgYGB0Gg06NmzJ86ePVuhNRAREREVRx6AosA8425+xqBFRPbJ7DAVHR2N0NDQIvOHDBmCK1euPFBRBSUnJ6N79+5wcnLCtm3bEBkZic8++wxeXl5ym/nz52PBggX44osvcOTIEQQEBKBv375IT0+vsDqIiIiIilNcYDL2UjFMEdk3s0fzCwoKwq5du9CwYUOT+bt27UJQUNADF2Y0b948BAUFITw8XJ5Xt25d+bIQAgsXLsR7772HESNGAABWrFgBf39/rFmzBi+++GKF1UJERERUWHGBiQNQEDkGs8PU66+/jsmTJ+PkyZPo1q0bJEnCn3/+ieXLl2PRokUVVuDGjRvRv39/PPHEE9i7dy9q1qyJCRMm4D//+Q8A4MqVK4iNjUW/fv3kddRqNUJCQnDgwIFiw1ROTg5ycnLk6bS0tAqrl4iIiByLs7MzFAqFyWljjANQaDQaa5VFRBbwQCftDQgIwGeffYYff/wRANC0aVNERERg6NChFVZgdHQ0vv76a7z22mt499138ffff2Py5MlQq9UYM2YMYmNjAQD+/v4m6/n7++PatWvFbnPu3LmYNWtWhdVIREREjkuSJLi4uCAzM1Oex938iByD2WEKAIYPH47hw4dXVC3F0uv16NChA+bMmQMAaNu2Lc6ePYuvv/4aY8aMkdtJkmSynhCiyDyjadOm4bXXXpOn09LSKnTXRCIiInIsrq6uJmFKd69nys3NzVolEZEFmD0AxZEjR3D48OEi8w8fPoyjR48+UFEF1ahRA82aNTOZ17RpU1y/fh0AEBAQAAByD5VRfHx8kd4qI7VaDQ8PD5M/IiIiInO5urqaTOvu9UwVnk9E9sXsMDVx4kTcuHGjyPxbt25h4sSJD1RUQd27d8eFCxdM5l28eBF16tQBANSrVw8BAQH47bff5OW5ubnYu3cvunXrVmF1EBEREZWkcA+UThiOn2KYIrJvZu/mFxkZiXbt2hWZ37ZtW0RGRj5QUQW9+uqr6NatG+bMmYMnn3wSf//9N7799lt8++23AAy7902dOhVz5sxBcHAwgoODMWfOHLi6umLkyJEVVgcRERFRSbRarcm0sWeKe78Q2Tezw5RarUZcXBzq169vMj8mJgYq1QMdimWiY8eO+PnnnzFt2jT897//Rb169bBw4UKMGjVKbvPWW28hKysLEyZMQHJyMjp37oydO3cWeWMjIiIiqgyFQ5Pu3sh+/C5CZN/MTj19+/bFtGnT8Ouvv8LT0xMAkJKSgnfffRd9+/atsAIBYPDgwRg8eHCJyyVJwsyZMzFz5swKvV4iIiKi+1E4NOXms2eKyBGYHaY+++wz9OjRA3Xq1EHbtm0BACdPnoS/vz9WrlxZYQUSERERVXVeXl4m03n3eqYKzyci+2J2mKpZsyZOnz6N1atX49SpU9BoNHj22Wfx9NNPw8nJqSJrJCIiIqrSvL29TaZz7h0zxTBFZN8e6OAmNzc3vPDCCxVVCxEREZFNKhymyppPRPah3EOjX7p0CceOHTOZt2vXLvTq1QudOnWST65LRERE5Ch8fHyKzHN3d4darbZCNURkKeUOU2+++SZ++eUXefrKlSsIDQ2Fs7Mzunbtirlz52LhwoUVWCIRERFR1ebr63tf84jIvpR7N7+jR4/irbfekqdXr16NRo0aYceOHQCAVq1aYcmSJZg6dWqFFUlERERUlRUXnPz8/KxQCRFZUrl7pu7cuYNatWrJ07t370ZoaKg83bNnT1y9erVCiiMiIiKyBWq1usjw6AxTRPav3GHKx8cHMTExAAC9Xo+jR4+ic+fO8vLc3FwIISquQiIiIiIbULh3irv5Edm/coepkJAQfPjhh7hx4wYWLlwIvV6PXr16ycsjIyNRt27diqyRiIiIqMorHJ6qVatmpUqIyFLKfczU7Nmz0bdvX9StWxcKhQKLFy+Gm5ubvHzlypV45JFHKrRIIiIioqqOPVNEjqfcYapevXo4d+4cIiMjUa1aNQQGBposnzVrlskxVURERESOoPDw6AxTRPav3Lv5AYCTkxNat25dJEgBQOvWrU3ePDw8PBAdHW1+hUREREQ2wMvLy2SaJ+wlsn9mhany4GAURERE5AgKh6fiTuRLRPal0sMUERERkSPw9PSULzs5OUGj0VixGiKyBIYpIiIiogrg4eFhclmSJCtWQ0SWwDBFREREVAEKnrTX3d3dipUQkaVUepjirzJERETkCAoGKLVabcVKiMhSOAAFERERUQVwcXGRL/P7D5FjMDtMnT59usRlv/zyi3x527ZtqFmzprlXQ0RERGQTFAoePUHkaMx+1ffv37/Y80etX78eo0aNkqcfeughdnUTERGRQ+FhDkSOweww9fLLL6N3796IiYmR50VERGDMmDFYvnx5RdRGREREZJO4mx+RY1CZu+L06dORmJiIPn36YP/+/di+fTvGjx+PlStX4rHHHqvIGomIiIiIiKocs8MUACxatAijR49Gly5dcOvWLaxduxZDhw6tqNqIiIiIiIiqrHKFqY0bNxaZN2zYMOzduxdPP/00JEmS2wwZMqRiKiQiIiIiIqqCyhWmhg0bVuKyZcuWYdmyZQAMB13m5+c/UGFEREREtooDUBA5hnKFKb1eX1l1EBERERER2ZQKPSFCSkpKRW6OzMBfwoiIiIiILMPsMDVv3jxERETI00888QR8fHxQs2ZNnDp1qkKKIyIiIiIiqqrMDlP/93//h6CgIADAb7/9ht9//x3bt2/HgAED8Oabb1ZYgURERERERFWR2UOjx8TEyGFq8+bNePLJJ9GvXz/UrVsXnTt3rrACiYiIiIiIqiKze6a8vb1x48YNAMD27dvRp08fAIYzfnMkP+vhMVNERERERJZhds/UiBEjMHLkSAQHByMxMREDBgwAAJw8eRINGzassAKJiIiIiIiqIrPD1Oeff466devixo0bmD9/Ptzd3QEYdv+bMGFChRVIRERERERUFZkdppycnPDGG28UmT916tQHqYcekBDC2iUQERERETmEcoWpjRs3YsCAAXBycsLGjRtLbTtkyJAHKozMw2OmiIiIiIgso1xhatiwYYiNjUX16tUxbNiwEttJksRBKKyEPVNERERERJZRrjCl1+uLvVzYzZs3za+IiIiIiIjIBpg9NHpxYmNjMXnyZAQHB1fkZqkc2DNFRERkffw8JnIM5Q5TKSkpGDVqFKpVq4bAwEAsXrwYer0e06dPR/369XHw4EEsW7asMmqlEhQ8TorHTBEREVkfP4+JHEO5R/N79913sW/fPowdOxbbt2/Hq6++iu3btyM7Oxvbtm1DSEhIZdRJREREZDPYM0XkGModprZs2YLw8HD06dMHEyZMQMOGDdGoUSMsXLiwEsojIiIiIiKqmsq9m9/t27fRrFkzAED9+vXh4uKC8ePHV3hhdP8K/vrFX8KIiIiIiCyj3GFKr9fDyclJnlYqlXBzc6vQosh83EebiIiIiMgyyr2bnxAC48aNg1qtBgBkZ2fjpZdeKhKoNmzYUDEVEhEREdkY/rhJ5BjKHabGjh1rMv3MM89UWDH04PjmTURERERkGeUOU+Hh4ZVRB1UQHjNFRERERGQZFXrSXrIO9kYREREREVkewxQREREREZEZGKaIiIiIiIjMwDBlB3ieKSIiIiIiy2OYIiIiIqpg/HGTyDEwTBEREREREZmBYYqIiIiIiMgMDFNERERERERmYJgiIiIiIiIyA8MUERERERGRGRimiIiIiIiIzMAwRUQ2LyUlBU8//TR69OiBRx55BOvXr7d2SUREROQAGKaIyOatX78et27dAgDodDqEh4cjKyvLylURERGRvWOYIiKblpiYKPdE6TvqIdwE0tLS8OOPP1q5MiIiIrJ3DFNEZLOEEFi0aBEyMjIgvAREHQHRXAAAvv/+e1y7ds3KFRIREZE9Y5giIpv166+/Ys+ePYAE6DvoAQkQtQWEv0BeXh6mT5/O3f2IiIio0jBMEZFNioyMxJIlSwAA+pZ6wPveAune7n4uAleuXMEnn3wCIYT1CiUiIiK7xTBFRDYnJSUFH3zwAfLy8iD8BURNAdzFv396QN/J0FP1+++/c3Q/IiIiqhQqaxdARFReCxcuREJCAoSbgBQnQblNWaRN/sB86FvroTipwNdff43OnTsjKCjICtUSERGRvWLPFBHZlGPHjuGPP/4w7M7XRl9qW9Hw3+OnFi1aZKEKiYgASZKsXQIRWQDDFBHZlK1btwIA9PX0gGcZjSVA384QuP7++28kJCRUcnVERETkSBimiMimHDt2DIBh1L774g4IH2GyLhEREVFFYJgiIpsij8znVI6VytOWiIiI6D4xTBGRTfHz8wMASCn3eTyCAJBquOjr61s5RREREZFDYpgiIpvy8MMPAwCka/cZpuIAKVuCVqtFmzZtKq8wIiIicjgMU0RkUx599FEoFApI8ZLc41QaxXnD21z//v3h5MT9/YiIiKjiMEwRkU0JCAhAnz59AADS1TJ6p1IBKUGCUqlEWFiYBaojIiIiR8IwRUQ2Z/jw4QAAKab0MGUMW927d4e/v3+l10VERESOhWGKiGxOs2bNUK1aNUj6MsJUomF5z549LVAVEdG/5JFHiciu2VSYmjt3LiRJwtSpU+V5QgjMnDkTgYGB0Gg06NmzJ86ePWu9Iomo0kmShKCgoLIb3jX8u6+2REREROVkM2HqyJEj+Pbbb9GqVSuT+fPnz8eCBQvwxRdf4MiRIwgICEDfvn2Rnp5upUqJyBJycnLKbqQsR1siIrIbOp3O2iWQg7CJMJWRkYFRo0bhu+++g7e3tzxfCIGFCxfivffew4gRI9CiRQusWLECmZmZWLNmjRUrJqLKJITAzZs3y27oavh3/fr1yi2IiIiqjAULFmDIkCGIj4+3dinkAGwiTE2cOBGDBg2SR/AyunLlCmJjY9GvXz95nlqtRkhICA4cOFDi9nJycpCWlmbyR0S24+bNm0hNTYWQSj8mQfgYlkdGRlqiLCIiqgJ++eUXZGRk4Ndff7V2KeQAVNYuoCw//PADjh8/jiNHjhRZFhsbCwBFRuny9/fHtWvXStzm3LlzMWvWrIotlIgs5uLFi4YLHij1XFPGMBUVFVX5RRERUZWSl5dn7RLIAVTpnqkbN25gypQpWLVqFVxcXEpsJ0mmI3oJIYrMK2jatGlITU2V/27cuFFhNRNR5bt16xYAQLj/2zMVGhqKVatWITQ01PD6z4IhbBVoT0RERFSRqnSYOnbsGOLj49G+fXuoVCqoVCrs3bsXixcvhkqlknukjD1URvHx8aWeU0atVsPDw8Pkj4hsUIHfTMLCwlC7dm2EhYUZhiTONF1ORESOhcPTkyVU6TDVu3dvnDlzBidPnpT/OnTogFGjRuHkyZOoX78+AgIC8Ntvv8nr5ObmYu/evejWrZsVKyeiylStWjUAgJT+b1qKiIjA9evXERERYeiZcoW8C6Cvr68VqiQiR1NwL5rS9pAhy+BjQJZQpY+Z0mq1aNGihck8Nzc3+Pr6yvOnTp2KOXPmIDg4GMHBwZgzZw5cXV0xcuRIa5RMRBbQvn17AICU+u8H5ebNm7Fp0yZIkmT4NVIDSFGG5R06dLBKnUTkWAp+eecXeetjzxRZQpUOU/fjrbfeQlZWFiZMmIDk5GR07twZO3fuhFartXZpRFRJqlevjk6dOuHvv/+W5xk/NOUPz3RAcdPQ+T548GCL10hERET2z+bC1J49e0ymJUnCzJkzMXPmTKvUQ0TW8eyzz5qEqcIUZw1BqkePHmjQoIGlyiIiIiIHUqWPmSIiKknz5s3Ro0ePEpdLSRLUajUmTJhgwaqIiKiq4K6WZAkMU0Rks5555plSl48ePRqBgYEWqoaIiKoSHjNFlsAwRUQ2y9PTs8Rl/v7+eOqppyxYDRERETkahikisktPPPEEnJ2drV0GETko7mJG5BgYpojILvFcc0RERFTZGKaIyC4plUprl0BERER2jmGKiIiIiIjIDAxTREREREREZmCYIiIiIiIiMgPDFBERERERkRkYpoiIiIiIiMzAMEVERERERGQGhikiIiIiIiIzMEwRERERVTAhhLVLICILYJgiIiIiIiIyA8MUERERUQULDAy0dglEZAEMU0REREQVZMaMGWjUqBFeeOEFa5dCRBagsnYBRESVISMjw9olEJED6t27N3r37m3tMojIQtgzRUR2adeuXdYugYiIiOwcwxQR2aUtW7YgJyfH2mUQERGRHWOYIiKblZ2dXeKy1NRUbNu2zYLVEBERkaNhmCIim7Vv375Sl//www/Q6/UWqoaIiIgcDcMUEdkkIQR27txZ8nKVwO3bt3HkyBELVkVERESOhGGKiGxSTEwMbty4UeJyESgAAH/++aelSiIiIiIHwzBFRDbp9OnTpS4XfuK+2hERERGZi2GKiGxSYmJi6Q3cDf+SkpIqvxgiIiJySAxTRGSTyhz2XLrPdkRERERmYpgiIpvk6elZeoM8wz8PD4/KL4aIiIgcksraBRARmcPX1xcAIDwF9J31UO5UAgDy++Ub3tmSTdsRERERVTT2TBGRTQoICDBcyAHgVmCBm+FPypRM2xERERFVMIYpIrJJ8m5+uSU0yC3UjoiIiKiCMUwRkU1ydnY2XNADEMU00BdqR0RERFTBGKaIyCZlZWUZLighj9xnQlWoHREREVEFY5giIpuUnHxvhAmXEhqoDf94nikiIiKqLAxTRGSTEhISDBc0xS8XGsO+f3fu3LFQRURERORoGKaIyCalpKQYLqhLaKAu1I6IiIiogjFMEZFNEsLQ8ySk4kafgHwclbEdERERUUVjmCIim6TVagEAUnZxo08AyDb8c3d3t1BFRFWHQsGPdyIiS+C7LRHZpODgYMOFZAASkD88H/nD8w2j+wGQEg0hq1GjRtYpkMgKXnnlFQDAa6+9ZuVKiIgcg8raBRARmaNOnTrw8fExjNYXC6BmgYUCkG4awlS7du2sUh+RNTzxxBN4+OGHERAQYO1SiIgcAnumiMgmKRQKDBgwwHD5UqG3sjhAypDg6uqKkJAQK1RHZB2SJKFGjRqQpBJ2fyUiogrFMEVENmvo0KFQKBSQ4iWgwOmkFOcNb20DBw6ERlPC2OlERERED4hhiohsVkBAAPr27QsAUFy493aWCEgJEpRKJcLCwqxYHREREdk7hikismlPP/00gHvHSGUA0kXD7k19+/aFv7+/NUsjIiIiO8cwRUQ2rX79+ujYsSMAQ5BS3Da8rT355JPWLIuIiIgcAMMUEdk8eSCKywpAbxg2vWHDhlauioiIiOwdwxQR2bwuXbqYnKT0oYcesmI1RERE5CgYpojI5rm7u/97El8ArVu3tmI1RERE5CgYpojILgQGBsqX69WrZ8VKiIiIyFEwTNkBIYS1SyCyOicnJ/myl5eX9QohIiIih8EwZWd41ntyVAWf+3wdEBERkSUwTBEREREREZmBYcoO8Bd5Ij73iYjIFD8XyBIYpuwMj58iIiIi4ncisgyGKTvDNw4iIiJyVAW/B+Xm5lqxEnIUDFN2Jj8/39olEBEREVmcEAK//vqrPH3q1CkkJSVZsSJyBCprF0APTq/Xy5f5KwwRERE5krS0NBw8eBBbtmzByZMn5fnR0dEYM2YMHnvsMXTv3h3BwcE8jooqHMOUHcjJySn2MpEj4QckEZFjyM/Px6VLl3DkyBEcPHgQZ8+eNflhuaC0tDSEh4cjPDwcfn5+6NKlCzp37oy2bdvCw8PDwpWTPWKYsgPXr183uRwYGGjFaoisg8cLEhHZJyEEoqOjceLECRw/fhwnT55ERkaGSRt/V1/EZSYWu35T3/qITrmBO3fuYPPmzdi8eTMkSULDhg3Rrl07tGvXDq1atYKbm5slbg7ZGYYpOxAVFSVfvnTpErp06WLFaoiIiIgqzuzZs7Fz506TeS4qNYK966ClXzBaVguGHgLv7VtU7PrPNA+Fp1qLqKSrOJMQhXOJlxFz9w6ioqIQFRWFiIgIeHh4YNGiRWjQoIElbhLZEYYpO1AwTBW8TERERGTLLl68KAcpV5UL+tXrjqa+9RGkDYBSoZTb3clKLnU7TgoVmvk1RDO/hgCA1Jx0XEi6iqOx/+BU/AWkpaVh9erVmD59euXdGLJLDFM2Ljs7G5GRkfL06dOnkZeXBycnJytWRURERPTgbt++LV/O1GXj96sHEZORgJbVgtGiWjA0KpdybU8IgetpMTiVcAH/JEThWtq/279582aF1U2Og2HKxv3yyy9IS0uD3skVktAjMTERW7duxdChQ61dGhEREdEDCQkJwfvvv48///wTR44cQcbduzgccxqHY05DJSnR1K8+2vo3Q233gBK3IYTA5eTrOB53DifiIpGYnWqyvFGjRujSpQtCQ0Mr++aQHWKYsmFZWVlYs2YNACCvVntAr4P62kF8//33GDBgAJydna1cIREREZH5JElCv3790K9fP+h0Ovzzzz84ePAg/vrrL1y/fh1nEqJwJiEKzoqS98hZd34HTiVckKddXFzQuXNndOvWDZ06dYKvr68lbgrZKYYpG/bzzz8jJSUFerUHdH7BAPRwun0KCQkJ2Lx5M0aMGGHtEomIiIgqhEqlQps2bdCmTRu89NJLOH78OObNm4fY2Fjk6vNKXC8lJ12+/PTTT2Ps2LFwdXW1RMnkABimbJQQAuvXrwcA5NVsAygUABTIq9kG6qsH8NNPPzFMERERkd3Iz8/HhQsXcPjwYRw8eBDnz5+Xl1V39UV8CUOjdwhoLh8btXbtWmzduhVdunRBly5d0L59e3h5eVmifLJTDFM26tq1a0hISICQlND51pfn63wbwvnqQdy8eRNxcXHw9/e3YpVERERE5rt58yaOHj2KI0eO4MSJE0XOL1XHI9AwGIVfMD4+/L9it9EuoBl8NV44FheJyDuXkJqaih07dmDHjh2QJAnBwcHo0KEDOnTogJYtW0KtVlvippGdYJiyUSdOnAAA6LX+gKLAw6hyht7ND8q7CTh+/DgGDBhgpQqJiIiIyi81NRW//fYbtm7dikuXLpks06jUaOJTXx7Nz1OtBVD20OjtA5qjfUBz5OvzcSnlOs4kXMTZO5dxOyMeFy9exMWLF7FmzRpoNBr07t0bAwcORPPmzSFJUqXdTrIPDFM26vjx4wCAfI8aRZblewYyTBEREZFNiY2NxXfffYc9e/YgL89wDJRSUqCBVxCa+jZAU9/6qO1Rw+T8UuWlVCjR2KceGvvUw+ONDeebOpcYjfOJ0TiXGI2UrHRs3rwZmzdvRp06dTB69Gj07duXoYpKxDBlo65cuQIA0Lt4FVkm7s2Ljo62YEVERERE5SeEwNq1a7F8+XJkZ2cDAIK0Aeheqx061WgJNydNpV23p1qLLoGt0SWwNYQQiEq+hr9uncCx2LO4du0aPvroI2zZsgVvvvkmatWqVWl1kO1SWLsAMk/btm0BAKo7UUWWGecZ2xARERFVVYcOHcI333yD7OxseKm1mNblP3i/20voVbuTWUEqNDQUq1atQmhoKCRJQmqB0fxKI0kSGvnUxbMth+OTnm+gZ1BHAIZDKz7++ONy10GOgT1TNuqJJ57Ar7/+CmXKdUjZqRAungAAKTMJyrTbUCgUeOyxx6xcJREREVHpmjdvjsaNG+PChQtIyUnHl8fXIMijBoK0AajtUQO1tAGo5uoNhXR/fQBhYWGoXbs2wsLCsGnTJiRmpaKBV+nrZOVl40Z6LK6nxeBGeixupsXi9t0EAICTkxOGDBnygLeS7BXDlI2qXbs2unTpgkOHDsEp9ixy63YDADjF/gMA6NGjB2rUKHo8FREREVFV4uHhga+//hqrV6/Gyu9XIi33Ls7euYSzd/4dfMJF6Yxa98JVHc9A1PaogQA3v2IDVkREBMLCwhAREQFJkuCr8TRZnpGbietpt3EtLQbX027jeloM7mSlFFtbixYt8Pbbb6NOnToVepvJfjBM2bAnn3wShw4dgiohCrm1OgBCD9WdywAMPVdEREREtkClUmHs2LF48sknER0djaioKPkvOjoa2bm5uJRyHZdSrsvrqJVOqKUNQB2PQFRz9Zbnb968GZs2bYIkSRBCICsvG9ui98sBKrGE4BQQEICGDRsiODhY/qtevToHn6BSMUzZsPbt26NOnTq4du0aVHcuQdLnQRL5aNSoEVq0aGHt8oiIiIjKRaPRoHnz5mjevLk8T6fT4caNG/IQ5hcuXEBUVBSysrJwOeUGLqfcAAC4ObmgvX9L7Lt5BAAwtEEvnE64iCXH1xS5nlq1aqFx48Zo1KgRGjVqhODgYHh4eFjmRpJdqfJhau7cudiwYQPOnz8PjUaDbt26Yd68eWjcuLHcRgiBWbNm4dtvv0VycjI6d+6ML7/80uSFaI8kScKwYcOwaNEiOMWdBUQ+AGD48OH8FYWIiIjsgkqlQr169VCvXj30798fAJCfn48bN27gwoULuHDhAvbv34+4uDg5SAHAL5f+AAAoFAp0794dLVq0QOPGjREcHAytVmuV20L2p8qP5rd3715MnDgRhw4dwm+//QadTod+/frh7t27cpv58+djwYIF+OKLL3DkyBEEBASgb9++SE+/v9FbbFn//v3h4uICRXYqFDkZ0Gq16N27t7XLIiIiIqo0SqUSdevWRf/+/TF58mSsXbsWM2bMgJ+fn0m7YcOGISIiArNnz8bTTz+Ndu3aMUhRharyYWr79u0YN24cmjdvjtatWyM8PBzXr1/HsWPHABh6pRYuXIj33nsPI0aMQIsWLbBixQpkZmZizZqi3br2xt3dHX369JGnjeGKiIiIyFFkZGTg0qVLuHPnjsn806dPIz4+HkIIK1VG9q7K7+ZXWGpqKgDAx8cHgOHktbGxsejXr5/cRq1WIyQkBAcOHMCLL75YZBs5OTnIycmRp9PS0iq56srVoEED+XLDhg2tWAkRERGRZSQmJmL//v3Ys2cPTp48Cb1eb7Lc3UmD6OhoTJw4EdWrV0dISAhCQkLQokULKBRVvj+BbIRNhSkhBF577TU89NBD8gALsbGxAAB/f3+Ttv7+/rh27Vqx25k7dy5mzZpVucVaUPXq1eXLhbu3iYiIiOxFTk4O9u/fj23btuHo0aMmPU5B2gD0rdMNy/7ZAACY1uU/2HR5L07EnUN8fDzWrVuHdevWoVq1anj00Ufx6KOPIigoyFo3heyETYWpV155BadPn8aff/5ZZFnhAReEECUOwjBt2jS89tpr8nRaWppNv5iqVasmXy4YrIiIiIjsxapVqxAeHo68vDx5Xl3Pmmjn3wzt/JuimqsPcnS5gOGUm9A6u+PZlsMxqtlgRCZexom4SJyMv4CEhASsXLkSK1euRKtWrTB9+nR+fyKz2UyYmjRpEjZu3Ih9+/ahVq1a8vyAgAAAhh6qgiepjY+PL9JbZaRWq6FWqyu3YAsqOJSnt7d3KS2JiIiIbI8QAmvWrJGD1ID6D6N7zbao5upT5rrOSie0qd4Ebao3QV5+Hk4nXMS26P24kR6L06dP49ChQxgyZEhl3wSyU1V+h1EhBF555RVs2LABf/zxB+rVq2eyvF69eggICMBvv/0mz8vNzcXevXvRrVs3S5drFQV74FQqm8nHRERERPdFkiSEhYXJ03/ePIZt0ftxOv4C8vL/7alyVjphce93sbj3u3BWOplsI/buHey6dhi/XT2IG+mGw0R8fHzQq1cvy9wIsktV/pv3xIkTsWbNGvz666/QarXyMVKenp7QaDSQJAlTp07FnDlz5LNVz5kzB66urhg5cqSVq7c8nl+KiIiI7NGoUaOQkpKCHTt2ID0jA3/dOoG/bp2Ai9IZHWu0RPeabVHXsybUKmd5nbt5Wfg75gz+unlcDlBGzZo1w5QpUzhUOj2QKh+mvv76awBAz549TeaHh4dj3LhxAIC33noLWVlZmDBhgnzS3p07dzrki4Oj0xAREZE9UqlUmDJlCiZOnIhTp05h//79+PPPPxEfH4/9N49h/81jqOleHWFNB6CeZ038cG4bDsechk6fL6/fvn17PPTQQ+jevTsH7aIKIQkOvI+0tDR4enoiNTXV5PgjWxETEyN3fW/fvh2urq5WrojI8ubMmYPt27cDAPbt22flaoiIyBL0ej1OnTqFLVu2YM+ePcjNzQUASACMX3Dr16+P0NBQ9O3b1ya/55HllScbVPmeKSpbwTycm5vLMEVEREQOQaFQoG3btmjbti2mTJmC2bNn48CBAxAAXFxcMHv2bHTo0IGHQVCl4T5hdsD4KwwAZGVlWbESIiIiIuvQarUm5xHt27cvOnbsyCBFlYphyg4UDFDZ2dlWrISIiIjIegqe+oZ76pAlMEzZgcuXLxd7mYiIiIiIKg/DlB34448/ir1MRERERESVh2HKxqWkpOD48ePy9OHDh5GRkWHFioiIiIiIHAPDlI3bsmUL9Ho98t38oHfxRF5eHnbs2GHtsoiIiIiI7B7DlA3btGkTvv32WwCAzi8YumqNAABLlizBzp07rVkaEREREZHd43mmbNS6deuwZMkSAEBe9abQ+TcDICBlpcDpThRmz56NnJwchIaGWrdQIiIiIiI7xTBlg1atWiX3SOXWaIm8oE6AJAGQkFu/B6BQwSn+HD755BPk5OTg8ccft27BRERERBbG80uRJTBM2Zjw8HCEh4cDAHL9m0FXvSmkXNMBJ3LrdIFQquAccwaLFy9GXl4enn76aWuUS0RERGQVQghrl0AOgGHKhqxaterfIFWjFZxjTsM5LrJIu8w2YYbeKoUKzrdO4Ouvv4ZKpcITTzxh6ZKJiIiIiOwWB6CwEREREf/u2hfUETr/pqWvIEnIq9UeuTXbAjAMSvHrr79WdpkOKysrC4sWLcL69eutXQoRERERWQh7pmzAhg0b8OWXXwIAcmu2Q15ga0g56fe1bl7NdoA+H84xp/HZZ5/ByckJAwcOrMxyHUZKSgpOnjyJqKgo7Nu3D9euXQMAHDp0CL169ULjxo1Rq1YtqNVqK1dKRERERJWBYaqKO3z4MBYuXAgAyA1sjbx7PU0FhYaGIiwsDBEREdi8eTOk3EwItdawUJKQF9QRksiHU+xZzJs3D4GBgWjTpo3lboQNyM/PR2ZmJjIyMpCRkYH09HT5LzU1FWlpaUhKSkJycjLu3LmD+Pj4Ek+OfPjwYRw+fFie9vX1RbVq1eDr6wsfHx94eXnBw8MDHh4e0Gq18PDwgLu7u/yn0Wh40CwRERGRDWCYquLu3LkDANCrtcir1eHeqH2mwsLCULt2bYSFhWHTpk2QcjIArf+/DSQJubW7QJkYDUVeFhITEy1VvkXk5+ebhB9jILp79y4yMjKQmZmJu3fvyv8L/hnnZWVlVWhN9bQ6xGUpkKlTIDExsVz3uUKhgKurK9zc3OT/Bf8Kz3N3d5f/G0Oaq6srAxkRERFRJWOYquK6d+8OpVIJ5KRDyk6F0HgVaRMRESH3TEmSBKF2L9JGkZkIRV4WnJ2d0bVrVwtUXnl27dqF77//HpmZmcjJyUFaWhr0en2FbNtZIaBRCbg5CbipBNyd9HB3EnB3EvBw1sPDWcBbrYePWg8I4J3DnsVuZ3Kru/Bz0SMjT0JCtgLJOQqk5EhIy1UgLVdCRp4CGXkS7uok3M2TkKkz/OULCXq9Xg6E5nJycoKnpycUCgVq166Nl156CY0aNTJ7e0RERERUFMNUFefl5YUOHTrg8OHDUCVeRl6t9kXabN682dAjJUkQQkA4uxZpo0y8DADo1q0bXF2LLrcVCQkJmDVrVrnWcVXp4aMW8HYxhCAftR4+9y57OAu4qgwBylUloCrHkCwJWaU3liRA6yygdc4HkF/m9oQAcvVApk5C1r1wlZKjQFKOAknZCiTlSPf+G8JZnr7knqe8vDy5VzM+Ph7z5s3D0qVL7//GEREREVGZGKZsQN++fQ1hKiEKeQEtAJXpgAbG8yiUeD6FvCyo7hjCVJ8+fSq11srm7e2Nxx57rFyj5mXqFMjUATfvKossU0r/BimNytAb5XrvT+6dctZD6ySgdRLwVOvhdS+A3S+9ANJyJaTmKpCaKyE9V4H0PEOPVMGeqbs6CZl5CmTlA1n3ApXAg++qp1QqERYW9sDbISIiIiJTDFM24KGHHoKfnx/u3LkDlws7kd1kwP2vnJ8Llws7oMjLREBAADp37lx5hVqASqXClClTMGXKFOTk5CAxMREpKSlISUlBWlqaPHiE8XipgsdGZWRkICsrS54GgHwhISNPQkZe+epQKwW8nUvetfDnKy5IzlYgNsvQq5QvzA9FCoVCPj5Ko9HA3d3d5Lgp48AVWq1WPm7K09MTvr6+8PLygkrFlzkRERFRZeC3LBvg6uqKTz75BK+88gruZsRBfWkXcmt3KXtFfT5cLv4O5d078PT0xKeffmpXw3Sr1WoEBgYiMDCw3Ovq9fpiB6QwhjDjYBZpaWlIS0tDamoqUlJSkJSUhIyMDOTkS4jNKtrTZbTvtun9LEkSvL294e3tLY/m5+npKQcg4//igpJareZgEkRERERVEMOUjWjQoAE+/vhjvP7660DKDQip5C/yAAChh/ryXijTbsPFxQXz589H7dq1LVOsDVAoFHJ4Ka/s7GwkJCTgn3/+wdy5c4tt069fP7Rp0wZBQUEICAiAr68ve4iIiIgsiD9EkiXw250Nad26NWbNmoX33nsPTslXS22riouEKikaKpUKs2fPRtOmTS1TpANwcXFBUFBQqeHo2WefRc2aNS1YFfFDk4iIiCyNYcrGdO/eHWFhYVi7dm2p7ZTp8QCAZ555Bh07drREaXZJCIGsrCykpKQgNTUVSUlJSExMRHx8PC5fvlzies8//zwaNWqEoKAg+Pv7m5y019PTE56ennB2drbgLSEiIiKiisYwZYPq1KlTZhspL/O+29orvV5vMuBEwWOkjPMLHytlvGw8+W9aWhp0Ol25rzszMxMnT57EyZMnS2zj4uJicsxUwRPwFv7TaDQmJ+w1/ufxVERERETWwzBlg/z8/MpsI+UawlS1atUquxyL0uv1iIqKwo0bN5CQkICkpCSkpqaajORnDEXGEfsqgpOi4NDohvNUaZQCm69pim3/eut03NUpEJepwB35pL0KpOUZRg/UCwnZ2dny8VfmUiqVcHV1lY//MgYzDw8PecCL6tWro2HDhmYN1EFERGSr+GMjWQLDlA26n93DpLwsAICTk1Nll2NRH330EX7//fdyrWM8l5RGKeCiMl6G4f+9+RpV0fNNuTkJuDvp4eYkoFYYTsJbUEKWQg5ToaGhCAsLQ0REBDZv3gx3J4G21XKLrUcvDOeRupsnIT3PcD6pu/dO0ptV4H+WTkJWvoTse/8zdYbL2ffOQyUgIT8/Xx55sCzvvfce+vfvX677zpaUeJ41IiJySPxcIEtQWLsAKh+dToevvvqqzHZ69+oAgC+//BL5+fmVXZbF3E9oKMwQigr8qQwh6d8/0+VaJwGts77UIFVYWFgYateujbCwMAghcCe75JeWQjIEObd711WkPuOfs+G/fPJgp39rKs9Jg40yMjLKvQ4REZGtYpgiS2DPlI1ZsWIFzp8/D6FwhqQvvucDAHLqPQTNmQ04ffo0fvjhB4waNcqCVVaejz76CKdOnZJ380tOTjbZzc+4q19OTo68TlquAmkl31VlUkkCWmcBrZMenmoBL2c9vNR65Ob/m7AiIiLknilJkvBPogoxmYbh67N1EpJyFEjNlZCaq0BGrqFHSqBidj+QJAmurq7ycVceHh7QarXyiXurV6+OBg0acERHIiIiogrGMGVDzp49i5UrVwIAcoPaQ33tYIlthYsWuXW7Qh29D0uXLkWnTp0QHBxsqVIrjVqtRqdOndCpU6dS2+l0OmRmZiIjI8Nk8In7GYSi4LFX+fn50AkJyTkSknMUQAmdO5s3b8amTZsgSRKEENgb43Lft8c4CEVJA1AYB58oPACF8VgpjUYDhYKdzERERAXxmCmyBIYpG/Lll19Cr9dD59sA+d61gVLCFADo/IKhTL4GJF/D119/jQULFlioUutTqVTw8PCAh4eH2dswDouelpaG1NRUJCcnIzk5GYmJibhz5w50Oh2ysgzHpmVnZyMzMxOurq5wcXExCTjOzs7y0Oje3t7w8vKCp6cntFot1Gp1hdxeIiIiMsXd/MgSGKZsSHy84dxReQEt7m8FSUJeQHOokq/J69L9M+4+5+rqioCAAGuXQ0RERERVDPcNsiHyQBJSOR62e23taRAKouJwdw4iIiKyNPZM2RC9Xg8AEJIE4eyGzDZhQL4OrmfWAwAyWz4GKFUQzm4F1lKYrEtERETkCPgjG1kCe6ZskPLuHUBSQKi1EGp3eb5Qu0OotSY9V4rMO9YokYiIiMiqeMwUWQLDlA0xnnDV+cqfUKTeMsxUqHC3w1jc7TAWUJh2NCqTr0N99aDJukRERESOgD1TZAkMUzbkxRdfRM+ePSEJPVwu/g5FRoLhbLJKJ8NfgTcNRXos1Jd2ARDo378/xo0bZ7W6iYiIiIjsEcOUDVEqlXj//ffRvn17SPo8uFzYASkrpUg7KTMJLhd2QtLno2vXrnj77bd5HiKye9ydg4iICuLpR8gS+A3bxjg7O2P27Nlo3LgxJF02XC7+DugLjNSXr4PLxd8h5eeiZcuWmDVrFlQqjjNCREREjuHxxx+Hp6cnhg4dau1SyAEwTNkgV1dXzJ8/H97e3lBkp8Dp1gl5mfPNo1DkpKFatWr4+OOP4eLiYsVKiYiIiCxr8uTJ+OWXX+Dn52ftUsgBMEzZKG9vb7z66qsAAKeY01DcTYQiPR5Osf8AAN58801otVprlkhkUTzQmIiIjJRKpbVLIAfBMGXDevbsiZCQEEhCD/XlPVBH7wVgGLmvS5cuVq6OyLJ4zBQRERFZGsOUjZs6dSq0Wi0UWclQZKfC29sbr7zyirXLIiIiIiKyexyZwMb5+vrio48+wtatWwEAQ4YMgaenp5WrIrI8jlhJRERElsYwZQfatm2Ltm3bWrsMIqsaMmQItm7dih49eli7FCIiInIQDFNEZBeaNWuG1atXo3r16tYuhYiIiBwEwxQR2Y2goCBrl0BEREQOhAcZEBERERERmYFhioiIiIiIyAwMU0RERERERGZgmCIiIiIiIjIDwxQREREREZEZGKaIiIiIiIjMwDBFRERERERkBoYpIiIiIiIiMzBMERERERERmYFhioiIiIiIyAwMU0RERERERGZgmCIiIiIiIjIDwxQREREREZEZGKaIiIiIiIjMwDBFRERERERkBoYpIiIiIiIiMzBMERERERERmUFl7QKqAiEEACAtLc3KlRARERERkTUZM4ExI5SGYQpAeno6ACAoKMjKlRARERERUVWQnp4OT0/PUttI4n4il53T6/W4ffs2tFotJEmydjnllpaWhqCgINy4cQMeHh7WLsch8TGwPj4G1sfHwPr4GFgfHwPr42Ngfbb+GAghkJ6ejsDAQCgUpR8VxZ4pAAqFArVq1bJ2GQ/Mw8PDJp+w9oSPgfXxMbA+PgbWx8fA+vgYWB8fA+uz5cegrB4pIw5AQUREREREZAaGKSIiIiIiIjMwTNkBtVqNGTNmQK1WW7sUh8XHwPr4GFgfHwPr42NgfXwMrI+PgfU50mPAASiIiIiIiIjMwJ4pIiIiIiIiMzBMERERERERmYFhioiIiIiIyAwMUzZEkiT88ssv1i6DiIgqwdWrVyFJEk6ePAkA2LNnDyRJQkpKilXrKmzmzJlo06aNtcuossaNG4dhw4ZZuwybZqnvOz179sTUqVMr/Xr4nLBvDFNVSGxsLCZNmoT69etDrVYjKCgIoaGh2LVrl7VLs1vx8fF48cUXUbt2bajVagQEBKB///44ePCgtUuzCzdu3MDzzz+PwMBAODs7o06dOpgyZQoSExOtXdoDqapfcsuLz3/LGjduHCRJkv98fX3x6KOP4vTp08W279atG2JiYu77xJH04Ao+RiqVCrVr18bLL7+M5OTk+97GokWLsHz58sor0goK3i9OTk6oX78+3njjDdy9e/eBtluZwTw3Nxfz589H69at4erqCj8/P3Tv3h3h4eHIy8urlOu0dYXfo4x/ly5dsnZpVZrK2gWQwdWrV9G9e3d4eXlh/vz5aNWqFfLy8rBjxw5MnDgR58+ft0gdeXl5cHJyssh1VQWPPfYY8vLysGLFCtSvXx9xcXHYtWsXkpKSrF2azYuOjkbXrl3RqFEjrF27FvXq1cPZs2fx5ptvYtu2bTh06BB8fHwq5bod7XlsLj7/Le/RRx9FeHg4AMMPaO+//z4GDx6M69evF2nr7OyMgIAAS5coc9TXkfEx0ul0iIyMxHPPPYeUlBSsXbv2vta31/BrvF/y8vKwf/9+jB8/Hnfv3sXXX39d7m0JIZCfn18JVRrk5uaif//+OHXqFD788EN0794dHh4eOHToED799FO0bduWvaslKPgeZVStWjUrVWMjBFUJAwYMEDVr1hQZGRlFliUnJwshhAAgfv75Z3n+zZs3xZNPPim8vLyEj4+PGDJkiLhy5Yq8/O+//xZ9+vQRvr6+wsPDQ/To0UMcO3bMZNsAxNdffy2GDBkiXF1dxfTp0yvj5lVJycnJAoDYs2dPscuvXLkiAIgTJ04UWWf37t1CCCF2794tAIjff/9dtG/fXmg0GtG1a1dx/vx5eZ0ZM2aI1q1bi++//17UqVNHeHh4iLCwMJGWliaEEGLFihXCx8dHZGdnm1z/iBEjxOjRoyv2RlvQo48+KmrVqiUyMzNN5sfExAhXV1fx0ksviXfeeUd07ty5yLotW7Y0eS4uW7ZMNGnSRKjVatG4cWPx5ZdfysuMj1NERIQICQkRarVaLFu2TAghxNKlS0WzZs2Es7OzCAgIEBMnTpTX++yzz0SLFi2Eq6urqFWrlnj55ZdFenq6vPzq1ati8ODBwsvLS7i6uopmzZqJLVu2yNdX8G/s2LEVdbdZTFnPfyEM7w/fffedGDZsmNBoNKJhw4bi119/NWmzZ88e0bFjR/k+fvvtt0VeXp4QQoiNGzcKT09PkZ+fL4QQ4sSJEwKAeOONN+T1X3jhBfHUU0+JjIwModVqxbp160y2v3HjRuHq6iq/XmzZ2LFjxdChQ03m7du3TwAQ8fHxRd5zjO8vxs+AkJCQIs89AOLKlSsiPDy82GUzZswQQjzY58HcuXNF9erVhbu7u3juuefE22+/LVq3bl2J95T1FPcYvfbaa8LHx0cIIYROpxPPPfecqFu3rnBxcRGNGjUSCxcuLHUbISEhYtKkSeLNN98U3t7ewt/fX35chBDi2WefFYMGDTLZRl5envD39xdLly6t0NtnruLul/Hjx4uAgAAhhBArV64U7du3F+7u7sLf3188/fTTIi4uTm5rfC5v375dtG/fXjg5OYlly5YVeb6Gh4cLIUy/7/Tq1cvkvVsIIe7cuSOcnZ3Frl27iq133rx5QqFQiOPHjxdZlpubK3/XCgkJEVOmTJGXJSUlidGjRwsvLy+h0WjEo48+Ki5evCgvN36eF/T555+LOnXqyNM6nU68+uqrwtPTU/j4+Ig333xTjBkzRr7/qvJnfnGPs1Fp7/VCCJGWliZGjhwpXF1dRUBAgFiwYEGR+/f27dti4MCBwsXFRdStW1esXr1a1KlTR3z++edCCNt4LRSHYaoKSExMFJIkiTlz5pTaruCby927d0VwcLB47rnnxOnTp0VkZKQYOXKkaNy4scjJyRFCCLFr1y6xcuVKERkZKSIjI8Xzzz8v/P39Tb6UABDVq1cXS5cuFZcvXxZXr16ttNtZ1eTl5Ql3d3cxderUIm9qQpQvTHXu3Fns2bNHnD17Vjz88MOiW7du8jozZswQ7u7uYsSIEeLMmTNi3759IiAgQLz77rtCCCEyMzOFp6en+PHHH+V1EhIShLOzs/jjjz8q58ZXsrKe0//5z3+Et7e3OH36tAAgLl26JC/7559/BABx4cIFIYQQ3377rahRo4ZYv369iI6OFuvXrxc+Pj5i+fLlQoh/H6e6devKbW7duiW++uor4eLiIhYuXCguXLgg/v77b/kNWwjDB+Aff/whoqOjxa5du0Tjxo3Fyy+/LC8fNGiQ6Nu3rzh9+rS4fPmy2LRpk9i7d6/Q6XRi/fr1co0xMTEiJSWlEu7FylXW818Iw/tDrVq1xJo1a0RUVJSYPHmycHd3F4mJiUIIww86rq6uYsKECeLcuXPi559/Fn5+fvIXxZSUFKFQKMTRo0eFEEIsXLhQ+Pn5iY4dO8rX0ahRI/H1118LIQzPi4EDB5rUMHz4cDFmzJiKvvlWUfiLSnp6unjxxRdFw4YNRX5+fplhKjExUcTExMh/I0aMEI0bNxaZmZkiMzPTZNnatWuFSqUSO3fuFEKY/3kQEREhnJ2dxXfffSfOnz8v3nvvPaHVah0mTF2+fFk0a9ZM+Pv7CyEMX8SnT58u/v77bxEdHS1WrVolXF1dRURERInbCAkJER4eHmLmzJni4sWLYsWKFUKSJPmx+euvv4RSqRS3b9+W1/n111+Fm5ubyQ881lTcl+xJkyYJX19fIYThh6utW7eKy5cvi4MHD4ouXbqIAQMGyG2Nz+VWrVqJnTt3ikuXLombN2+K119/XTRv3lx+3hp/fCv4fWf16tXC29vb5H1q0aJFom7dukKv1xdbb6tWrUS/fv3KvF2Fv+wPGTJENG3aVOzbt0+cPHlS9O/fXzRs2FDk5uYKIe4vTM2bN094enqKn376SX6tabVa+f6ryp/5JYWpst7rhTCE6zp16ojff/9dnDlzRgwfPlxotVqT+7dPnz6iTZs24tChQ+LYsWMiJCREaDQa+bPZFl4LxWGYqgIOHz4sAIgNGzaU2q7gm8vSpUtF48aNTd5IcnJyhEajETt27Ch2fZ1OJ7Rardi0aZPJNqdOnfrgN8JG/fTTT8Lb21u4uLiIbt26iWnTpolTp04JIcrfM2W0ZcsWAUBkZWUJIQxvvoV/WX/zzTdNemRefvllkw+ehQsXivr165f4QVHVHTp0qEhPakELFiwQAERcXJxo1aqV+O9//ysvmzZtmsmX7aCgILFmzRqT9T/88EPRtWtXIcS/j1PhX4cDAwPFe++9d981//jjj/IXAyEMvWMzZ84stm3hL7m2qrTnvxCG94f3339fns7IyBCSJIlt27YJIYR49913i7wPffnll8Ld3V3ujWrXrp349NNPhRBCDBs2TMyePVs4OzuLtLQ0ERMTIwCIc+fOCSEM74VKpVLcunVLCGH4guHk5FRq75ktGTt2rFAqlcLNzU24ubkJAKJGjRpyD1FZYaqgBQsWCC8vL/lHh4IuXbokfH19xfz580us5X4/D7p27Speeuklk3mdO3e26zBlfIxcXFzkHpMFCxaUuM6ECRPEY489ZrKNwmHqoYceMlmnY8eO4u2335anmzVrJubNmydPDxs2TIwbN64CblHFKHybDh8+LHx9fcWTTz5ZbPu///5bAJC/ABufy7/88otJu+LCiRCm33eys7OFj4+PSWBt06ZNie/PQgih0WjE5MmTy7xdBcPUxYsXBQDx119/ycvv3LkjNBqNHHzuJ0zVqFFDfPzxx/J0Xl6eqFWrlsn9V1U/8wu/R7m5uYnHH3+8zPf6tLQ04eTkZLJnQUpKinB1dZXv33PnzgkA4siRI3KbqKgoAcDkh86q/looDgegqAKEEAAMo9fcr2PHjuHSpUvQarVwd3eHu7s7fHx8kJ2djcuXLwMwHFz+0ksvoVGjRvD09ISnpycyMjKK7JvfoUOHirsxNuaxxx7D7du3sXHjRvTv3x979uxBu3btyn3wcKtWreTLNWrUAGC4/43q1q0LrVZr0qbg8v/85z/YuXMnbt26BQAIDw+XDwS1RwWf86NGjcLq1avl+WvXrsWoUaMAAAkJCfIgFsbnubu7Oz766CP5eW5U8HkcHx+P27dvo3fv3iXWsHv3bvTt2xc1a9aEVqvFmDFjkJiYKB9QPXnyZHz00Ufo3r07ZsyYUeIgAbbsfp7/BZ/bbm5u0Gq18nP33Llz6Nq1q8nztHv37sjIyMDNmzcBGEbL2rNnD4QQ2L9/P4YOHYoWLVrgzz//xO7du+Hv748mTZoAADp16oTmzZvj+++/BwCsXLkStWvXRo8ePSr7rrCYXr164eTJkzh58iQOHz6Mfv36YcCAAbh27dp9b2Pbtm145513EBERgUaNGpksS01NxeDBgzFgwAC8+eab8nxzPw+Mj3FBhaftjfExOnz4MCZNmoT+/ftj0qRJ8vJvvvkGHTp0QLVq1eDu7o7vvvuu2GPeCir4OgKKfgaMHz9ePk4lPj4eW7ZswXPPPVeBt+rBbd68Ge7u7nBxcUHXrl3Ro0cPLFmyBABw4sQJDB06FHXq1IFWq0XPnj0BoEK+b6jVajzzzDNYtmwZAODkyZM4deoUxo0bV+I6Qohyf36eO3cOKpUKnTt3luf5+vqicePGOHfu3H1tIzU1FTExMSavEZVKVeR2V+XP/ILvUSdPnsTixYvLfK+Pjo5GXl4eOnXqJC/39PRE48aN5ekLFy5ApVKhXbt28ryGDRvC29vb5Ppt4bVQGMNUFRAcHAxJku77xQoAer0e7du3N3nCnzx5EhcvXsTIkSMBGEZlOXbsGBYuXIgDBw7g5MmT8PX1RW5ursm23NzcKvT22BoXFxf07dsX06dPx4EDBzBu3DjMmDEDCoXh5WH84g+gxBGACh6kbXyz0ev1xS43tim4vG3btmjdujW+//57HD9+HGfOnCn1g6Kqa9iwISRJQmRkZLHLz58/D29vb/j5+WHkyJG4ePEijh8/jgMHDuDGjRt46qmnAPx7H3733Xcmz/N//vkHhw4dMtlmweexRqMptb5r165h4MCBaNGiBdavX49jx47hyy+/BPDvYzx+/HhER0dj9OjROHPmDDp06CB/cbAnJT3/jUp77hb3haXwj0M9e/bE/v37cerUKSgUCjRr1gwhISHYu3cv9uzZg5CQEJP1C36QhoeH49lnn60SXzAqipubGxo2bIiGDRuiU6dOWLp0Ke7evYvvvvvuvtaPjIzEU089hY8//hj9+vUzWZafn4+wsDB4eHgU2R4/D+6f8TFq1aoVFi9ejJycHMyaNQsA8OOPP+LVV1/Fc889h507d+LkyZN49tlni9yPhZX1GTBmzBhER0fj4MGDWLVqFerWrYuHH3644m/cAzB+yb5w4QKys7OxYcMGVK9eHXfv3kW/fv3g7u6OVatW4ciRI/j5558BoMKeX+PHj8dvv/2GmzdvYtmyZejduzfq1KlTYvtGjRqV6zsVYPpZX3i+8T1IoVAUaWfOyIBV+TO/4HtUw4YNUaNGjTLf60vqFCh4X5V2/xZkC6+FwhimqgAfHx/0798fX375ZbHDjBY3/HK7du0QFRWF6tWrmzzpGzZsKI8ktH//fkyePBkDBw5E8+bNoVarcefOncq+OTavWbNmuHv3rjx6TUxMjLzMeP6XymD8Erls2TL06dMHQUFBlXZdlc3X1xd9+/bFV199haysLJNlsbGxWL16NcLCwiBJEmrVqoUePXpg9erVWL16Nfr06QN/f38AgL+/P2rWrIno6Ogiz/N69eqVeP1arRZ169Yt8bQCR48ehU6nw2effYYuXbqgUaNGuH37dpF2QUFBeOmll7Bhwwa8/vrr8hdUZ2dnAKjU0aisxfj8v9+2Bw4cMPkwPHDgALRaLWrWrAkA6NGjB9LT07Fw4UKEhIRAkiSEhIRgz549xYapZ555BtevX8fixYtx9uxZjB07tuJuXBUkSRIUCkWR10lxEhMTERoaihEjRuDVV18tsvzVV1/FmTNn8PPPP8PFxcVkmbmfB02bNi3yw0XhaXs3Y8YMfPrpp7h9+zb279+Pbt26YcKECWjbti0aNmxYpJfcHL6+vhg2bBjCw8PlHxGqGuOX7Dp16piEw/Pnz+POnTv4+OOP8fDDD6NJkyYmvW6lcXZ2vq/30ZYtW6JDhw747rvvsGbNmjJ7KkaOHInff/8dJ06cKLJMp9MV+x7XrFkz6HQ6HD58WJ6XmJiIixcvomnTpgAMo9rFxsaavOcV/F7g6emJGjVqmLxGdDodjh07VuT6bOkzv6z3+gYNGsDJyQl///23vDwtLQ1RUVHydJMmTaDT6Uwek0uXLhX5jmsLr4XCGKaqiK+++gr5+fno1KkT1q9fj6ioKJw7dw6LFy8udpeKUaNGwc/PD0OHDsX+/ftx5coV7N27F1OmTJF3r2nYsCFWrlyJc+fO4fDhwxg1alSZv9g7ksTERDzyyCNYtWoVTp8+jStXrmDdunWYP38+hg4dCo1Ggy5duuDjjz9GZGQk9u3bh/fff7/S6hk1ahRu3bqF7777rsp3ad+PL774Ajk5Oejfvz/27duHGzduYPv27fKudbNnz5bbjho1Cj/88APWrVuHZ555xmQ7M2fOxNy5c7Fo0SJcvHgRZ86cQXh4OBYsWFDq9c+cOROfffYZFi9ejKioKBw/flzuWWrQoAF0Oh2WLFmC6OhorFy5Et98843J+lOnTsWOHTtw5coVHD9+HH/88Yf8gVqnTh1IkoTNmzcjISEBGRkZFXGXWVRZz//7MWHCBNy4cQOTJk3C+fPn8euvv2LGjBl47bXX5J5dT09PtGnTBqtWrZJ3/enRoweOHz+OixcvyvOMvL29MWLECLz55pvo168fatWqVZE32+pycnIQGxuL2NhYnDt3DpMmTUJGRgZCQ0PLXHfEiBHQaDSYOXOmvI3Y2Fjk5+cjPDwcX331Fb755hsoFAp5mfG5ae7nwZQpU7Bs2TIsW7YMFy9exIwZM3D27NkHvh9sSc+ePdG8eXPMmTMHDRs2xNH/b+f+Y6Ku/ziAP0/kDu4gkMD4dXDKr2ijEBBRF8eljczGlc0/WvxQE5qZQZkMK2taJDnBH8tFaytqYb9sbeZqmHFXhEUHmj8y0RJmCs4odPLj4ILX9w/HZ94XNDqdHPR8bIzj/fn14gOfz4cXn/s8GxtRU1ODEydOYN26dbDZbDdkO8uXL8e7776LX375ZVz9EyEiIgJqtVo5n+7evRsvv/zyqJY1GAxoaWnBTz/9hI6ODvT19V113uXLl6OsrAwDAwN46KGHrrneoqIizJ07F/PmzcOOHTtw6NAhnDp1Ch9//DFmzZrl9Ef+kJiYGJjNZuTn5+O7777DoUOHkJ2djbCwMOWcmJGRgT/++AObNm3Cb7/9hh07duDLL790Wk9hYSHKysrw2Wef4fjx43jiiSdG/Kf4eLrm/9O53tfXF3l5eVizZg0sFgt+/vlnLFu2DJMmTVLuVt1+++2YP38+CgoK8OOPP+LgwYMoKCiAt7f3sDta4+5YuLmPaNG1tLW1ycqVKyUyMlLUarWEhYVJVlaWEnaA/3ugv729XXJzcyUwMFA0Go1Mnz5d8vPz5eLFiyIicuDAAUlJSRGNRiMxMTHyySefOEVQjrTO/xK73S4lJSWSlJQkfn5+otVqJS4uTl544QUlUejYsWOSlpYm3t7ekpiYKHv37h0xgOLKB8SH4p+HYupH88DqkJycnBEjU8er1tZWWbJkiQQHB4unp6fo9XpZtWqVdHR0OM3X2dkpGo1GtFrtiIk91dXVkpiYKGq1WqZMmSLp6elKYMtIQSFDKisrJS4uTjw9PSUkJERWrVqlTKuoqJCQkBDx9vaWzMxMee+995x+lk8++aRERUWJRqORoKAgycnJcap7w4YNEhwcLCqValxGo4/m93+k84Ofn58SXyzyz3G5IiKrV68WAHL06FFl7K677pKgoKARH7j++uuvBYBT2tVEkJeX5xQD7evrKzNnzpRdu3aJyD8HUFy57JUfLS0tw9Y99DGUtnU914PS0lIJDAwUHx8fycvLk+Li4gkdQDFSmll1dbWo1WrlnObn5yf+/v6yYsUKKSkpcdofIwVQXJloJiJiNpuHnTcGBwclMjJyWKKlO7hWZLaIyM6dO8VgMIhGo5HZs2fL7t27RxWmYrfb5eGHHxZ/f/+rRqMPuXTpkpIoNxp2u102btwoCQkJ4uXlJQEBATJ37lypqqpSzlFXi0b38/NTrg1XRqOLiLzxxhui1+tFp9NJbm6ulJaWOl3PHQ6HFBYWyi233CL+/v7yzDPPOEWjX8ndrvk3Oho9NTVVSkpKlHna2tpkwYIFotFoJDIyUnbu3ClTp06VyspKp22587EwEpXIVd7ESEQ33b333ov4+Hhs3759rEshGjPV1dUoLCxEW1ub8pZKoomup6cHoaGhePvtt7Fo0aKxLsft/P777zAYDLDZbE4hBuPZRL7md3d3IywsDOXl5XjsscdGnOfMmTPQ6/XYt2+fU2DUeDsWJo91AUQE/PXXX9i7dy9qa2vx+uuvj3U5RGOip6cHLS0t2LhxIx5//HE2UvSfMDg4iHPnzqG8vBx+fn7Iysoa65LcisPhQHt7O0pKSpCWljYhGqmJeM0/ePAgjh8/jtTUVFy8eBEbNmwAAKe3jdfW1qKrqwsJCQlob29HcXExDAaDktg6Xo8FNlNEbiApKQmdnZ147bXXnKJEif5LNm3ahNLSUqSnp2Pt2rVjXQ7RTXH69GlMmzYN4eHhqKqqwuTJ/NPsSvX19TCZTIiNjcWuXbvGupwbYqJe8zdv3ozm5mao1WokJyejrq4OgYGBynSHw4HnnnsOp06dgq+vL+bMmYPq6mol0GS8Hgt8mx8REREREZELmOZHRERERETkAjZTRERERERELmAzRURERERE5AI2U0RERERERC5gM0VEREREROQCNlNERESjYLVaoVKpcOHChbEuhYiI3ASbKSIicluVlZXw9fXF33//rYx1dXXB09MTd999t9O8dXV1UKlUOHHixHVvNyMjA0VFRde9HiIimtjYTBERkdsymUzo6upCY2OjMlZXV4fg4GDYbDb09PQo41arFaGhoYiNjR2LUl3mcDjGugQiInIRmykiInJbcXFxCA0NhdVqVcasVivMZjOioqKwf/9+p3GTyYT+/n4UFxcjLCwMOp0Os2bNclr+zz//xCOPPILw8HBotVokJCTggw8+UKYvWbIE33zzDbZt2waVSgWVSoXW1lZlelNTE1JSUqDVajFnzhw0Nzc71fz5558jOTkZXl5emD59OtavX+90Z02lUqGyshJmsxk6nQ6vvPLKjdthRER0U7GZIiIit5aRkQGLxaJ8bbFYkJGRAaPRqIz39/fj+++/h8lkwtKlS1FfX48PP/wQhw8fxuLFi3Hffffh5MmTAAC73Y7k5GTs2bMHR48eRUFBAXJyctDQ0AAA2LZtG2bPno38/Hy0t7ejvb0der1e2f7zzz+P8vJyNDY2YvLkyVi2bJkyraamBtnZ2Xjqqadw7NgxvPnmm6iqqkJpaanT9/TSSy/BbDbjyJEjTssTEdH4ohIRGesiiIiIruatt97C008/jQsXLqC3txcBAQE4e/YsLBYLtm/fjvr6enz77bcwGo349ddfERMTgzNnziA0NFRZx/z585GamopXX311xG0sXLgQ8fHx2Lx5M4DLDVxiYiK2bt2qzDN052vfvn2YN28eAOCLL77AwoUL0dvbCy8vL6Snp2PBggVYu3atstz777+P4uJitLW1Abh8Z6qoqAhbtmy50buKiIhussljXQAREdG1mEwmdHd3w2azobOzE7GxsZg6dSqMRiNycnLQ3d0Nq9WKiIgIHDhwACIy7Lmpvr4+3HrrrQCAgYEBlJWV4aOPPsLZs2fR19eHvr4+6HS6UdVz5513Kq9DQkIAAOfPn0dERASamppgs9mc7kQNDAzAbrejp6cHWq0WAJCSknJd+4SIiNwDmykiInJr0dHRCA8Ph8ViQWdnJ4xGIwAgODgY06ZNQ319PSwWC+655x4MDg7Cw8MDTU1N8PDwcFqPj48PAKC8vBxbtmzB1q1bkZCQAJ1Oh6KiIvT394+qHk9PT+W1SqUCAAwODiqf169fj0WLFg1bzsvLS3k92saNiIjcG5spIiJyeyaTCVarFZ2dnVizZo0ybjQaUVNTgx9++AFLly7FjBkzMDAwgPPnzw+LTh9SV1cHs9mM7OxsAJcboJMnTyI+Pl6ZR61WY2Bg4F/XmZSUhObmZkRHR//rZYmIaPxhM0VERG7PZDJh5cqVcDgcyp0p4HIztWLFCtjtdphMJuj1ejz66KPIzc1FeXk5ZsyYgY6ODtTW1iIhIQH3338/oqOj8emnn2L//v2YMmUKKioqcO7cOadmymAwoKGhAa2trfDx8UFAQMCo6nzxxRfxwAMPQK/XY/HixZg0aRIOHz6MI0eOMLWPiGgCYpofERG5PZPJhN7eXkRHR+O2225Txo1GIy5duoSoqCglce+dd95Bbm4uVq9ejbi4OGRlZaGhoUGZvm7dOiQlJSEzMxMZGRkIDg7Ggw8+6LS9Z599Fh4eHrjjjjsQFBSE06dPj6rOzMxM7NmzB1999RVmzpyJtLQ0VFRUIDIy8sbsCCIicitM8yMiIiIiInIB70wRERERERG5gM0UERERERGRC9hMERERERERuYDNFBERERERkQvYTBEREREREbmAzRQREREREZEL2EwRERERERG5gM0UERERERGRC9hMERERERERuYDNFBERERERkQvYTBEREREREbngf3NpHG5DYmhFAAAAAElFTkSuQmCC", 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", 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", 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zz3TLLbcc97mDBg3SKaec4vt5dblcWrBggS644AJ16NBBknzzqs4++2zNmTNHJ554otLS0nTbbbfVOzTxaB9++KGWL1+u999/X5dccok+/fRT3Xrrrcd93l133aU//vGPWrZsmSZPnqyUlBRNmDBBK1asqHXsggUL1KlTJ/34xz9uUE31GTBggGbOnKkFCxZo586devzxx3Xw4EH97ne/k9Sw78fj/T5zu93Ky8vz2370sfv27ZMxRhkZGbW+/5YtWxaQpeABNA2r+QFoMdHR0Zo+fbr+9re/KTs7Wy+88ILi4+N9iy3Ux/smNDs7u9a+vXv3+lYCa209e/Y85sp2R0tOTpbNZqv3dUhq0mtpqXYb6uhP4AsKCvT222/r/vvv129/+1vf9oqKCh06dCig5/bOT9u9e7e6dOkS0LaP9PXXXysnJ8cX/JOTk309f/X1ivXo0aPR5xkyZIj++c9/yhij1atXa/78+XrwwQcVHR3t92/ZGL/4xS/08ssv6//+7//03nvvKSkpqcFLvF977bW66aabtG7dOm3dulXZ2dm69tpr/Y7p1q2bb7GPjRs36l//+pdmzZqlyspK3/yeYxk2bJjv+3PSpEk6++yz9dxzz+n666/3La5Rl4iICN1xxx264447lJ+frw8//FB33323zj77bO3atctvxbv33ntP06ZN0xlnnKGPPvpI3bp1a9DrPxbLsnT77bfrwQcf1Jo1ayT5fz/W53i/z2w2m5KTk2ud60ipqamyLEufffaZL5Qfqa5tAFoHPVMAWtT1118vl8ulP/zhD3rnnXf04x//+LjL/I4aNUrR0dFasGCB3/bdu3fr448/PuYS36EkNjZWI0eO1GuvvebXO+N2u7VgwQJ17tzZN+m+Mb1kjWm3NViWJWNMrTd0f//7332LLQTKWWedJbvdrmeffTag7R7p0KFD+tnPfiaHw6Hbb79dkmeJ9vHjx+u7777T0KFDdfLJJ9e6Hd0T1RiWZWnYsGF64oknlJSUpG+//bbeY4/3vXLSSSdp9OjRevTRR/WPf/xDM2bMUGxsbIPqmD59uqKiojR//nzNnz9fnTp10llnnVXv8X379tW9996rIUOGHLPm+liWpT//+c+y2+269957G/y8pKQkXXrppbr55pt16NChWiuBduvWzRc8zjjjjEYvWlNX8JE84aewsNDXYzl69GglJibqL3/5S73Lpffr10+dOnXSK6+84ndMSUmJ/vvf//pW+DuW8847T8YY7dmzp87vvWAv3w+EM3qmALSok08+WUOHDtXcuXNljDnuED/J80bpd7/7ne6++25dffXVmj59ug4ePKgHHnhAUVFRuv/++1uh8sCYPXu2Jk2apPHjx+tXv/qVIiMj9cwzz2jNmjV69dVXfZ9ADx48WJL03HPPKT4+XlFRUerRo0e9b9Ab2m5rSEhI0JgxY/SHP/xBqamp6t69u5YsWaLnn39eSUlJAT1X9+7ddffdd+uhhx5SWVmZpk+frsTERK1du1a5ubl1rqp3LJs2bdKyZcvkdrt9F+19/vnnVVhYqJdeekmDBg3yHfvkk0/q9NNP1xlnnKGf//zn6t69u4qKirR582a99dZb+vjjjxt17rffflvPPPOMLrzwQvXs2VPGGL322mvKz8/XpEmT6n1er169FB0drX/84x8aMGCA4uLilJWV5bdS3y9+8QvfMvN1XeutPklJSbrooos0f/585efn61e/+pXfPJ/Vq1frlltu0WWXXaY+ffooMjJSH3/8sVavXt3knrQ+ffroxhtv1DPPPKPPP//ct0z+0aZOneq77llaWpp27NihuXPnqlu3bnXOwezYsaOWLFmis88+W2PGjNGiRYt8P2fHc+ONNyo/P1+XXHKJBg8eLLvdrvXr1+uJJ56QzWbTb37zG0meeU+PPfaYbrjhBk2cOFE/+clPlJGRoc2bN2vVqlV6+umnZbPZNGfOHF1xxRU677zz9NOf/lQVFRX6wx/+oPz8fP2///f/jlvPaaedphtvvFHXXnutVqxYoTFjxig2NlbZ2dn6/PPPNWTIEN98OQCtLEgLXwAII08++aSRZAYOHFjn/qNX8/P6+9//boYOHWoiIyNNYmKiueCCC8wPP/zgd0xjVvOra0U7Seb+++8/Zv0NWfntyPMcvcraZ599Zs4880wTGxtroqOjzamnnmreeuutWs+fO3eu6dGjh7Hb7fWu1tbYdltiNb8DBw7UOn737t3mkksuMcnJySY+Pt6cc845Zs2aNbVWZGvuan5eL730kjnllFNMVFSUiYuLM8OHDz/uv1dd5/PeIiIiTEpKihk1apS5++67zfbt2+t83rZt28x1111nOnXqZBwOh0lLSzOjR482Dz/88HFfy9HfH+vXrzfTp083vXr1MtHR0SYxMdGMGDHCzJ8/3+95R/8bGmPMq6++avr3728cDked38MVFRXG6XSac845p8H/Jl4ffPCB79/lyFU3jTFm3759ZsaMGaZ///4mNjbWxMXFmaFDh5onnnjCb6XMuhzr+2ffvn0mLi7OjB8/3rft6Nf92GOPmdGjR5vU1FQTGRlpunbtaq6//nq//6u6zpGfn29OO+0006FDB7/v52N5//33zXXXXWcGDhxoEhMTTUREhOnYsaO5+OKLfasxHumdd94xY8eONbGxsSYmJsYMHDjQPProo37HvPHGG2bkyJEmKirKxMbGmgkTJpgvvviiwf9GxhjzwgsvmJEjR/p+5nv16mWuvvpqs2LFiga9LgCBZxnTipfxBgAALe6tt97S+eefr//973++BTIAAIFHmAIAoJ1Yu3atduzYoV/84heKjY3Vt99+26pDPgEg3BCmAADthjHmuIte2O32dhswxo0bpy+++EInnniiXnzxRfXv3z/YJYWUcP/+ABB4rOYHAGg3XnzxxVrX4Tn6tmTJkmCX2WIWL16sqqoqffXVVwSpOoT79weAwKNnCgDQbhw8eFDbtm075jH9+vVTfHx8K1WEUML3B4BAI0wBAAAAQBMwzA8AAAAAmoCL9kpyu93au3ev4uPjmXQKAAAAhDFjjIqKipSVleV34fK6EKYk7d27V126dAl2GQAAAABCxK5du9S5c+djHkOYknwTTXft2qWEhIQgVwMAAAAgWAoLC9WlS5cGLUZDmJJ8Q/sSEhIIUwAAAAAaNP2HBSgAAAAAoAkIUwAAAADQBIQpAAAAAGgCwhQAAAAANAFhCgAAAACagDAFAAAAAE1AmAIAAACAJiBMAQAAAEATEKYAAAAAoAkIUwAAAADQBIQpAAAAAGgCwhQAAAAANAFhCgAAAACagDAFAAAAAE1AmAIAAACAJiBMAQAAAEATEKYAAAAAoAkIUwAAAICkl19+WWeffbYmTZqkqVOnavny5cEuCSGOMAUAAICwV1JSopcXvKyysjJVVFSooKBAL730UrDLQogjTAEAACDsffjhhyovK5eJN3JNdEmWtGrVKu3YsSPYpSGEEaYAAAAQ1owxevPNNz33exopWTIdjSTprbfeCmZpCHGEKQAAAIS1JUuWaNOmTZJNMt08Icrd0y1J+r//+z/t27cvmOUhhBGmAAAAELbKysr09NNPS5Lc/d2Ss2ZHpmRSjSoqKvTUU08Fr0CENMIUAAAAwtbLL7+s/fv3y8QYmf7m8A5Lcp/olizp008/1ddffx28IhGyCFMAAAAIS5s2bdI///lPSZJ7uFuyH3VAouTu7Rnu99hjj6m0tLSVK0SoI0wBAAAg7FRWVurhhx9WdXW1TCcjdaz7ODPIyMQYZWdn689//nPrFomQR5gCAABA2HnhhRe0bds2GaeR+yTPcL46OST3KZ7eqbfeekvLli1rvSIR8ghTAAAACCsbNmw4PLzvpCMWnahPuuTu4wlUc+bMYbgffAhTAAAACBvGGD311FNyu91yd3VLnRr4vCFGJtYoNzdXr7zySssWiTaDMAUAAICwsXjxYq1evVqyewJSg9kl91BP79Q///lPrj0FSYQpAAAAhImqqio9++yzkiR3P7cUc9QBRlJ1za2unNVJMmlGlZWVeu6551q2WLQJhCkAAACEhW+++UY5OTkyTiPTr4605JLsr9tlf90uuepowDrcO/XJJ5+oqKioZQtGyCNMAQAAICwsXrxYkmQ6GymiiY10kEyCUXV1tb788suA1Ya2iTAFAACAdq+6ulqff/65pJow1Qze53/yySfNrgttG2EKAAAA7d66detUWFgo4zRSWvPa8oapFStWqLq6OgDVoa0iTAEAAKDdW7dunedOiuq/QG9DJUjG4VmIYuvWrc0tDW0YYQoAAADt3vr16yVJJrl5Q/wkecJYsn+7CE+EKQAAALRrxhitWbPGc79DAMLUEe18//33AWkPbRNhCgAAAO3a2rVrPUui242UGpg2TaYnTH3++eeqqKgITKNocwhTAAAAaNcWLVokSTKdmrEk+tFSJRNtVFJSoqVLlwaoUbQ1hCkAAAC0W6Wlpfr4448lSaZrYIb4SZKsw+3973//kzEBbBttRlDD1KeffqqpU6cqKytLlmXpjTfe8NtvjNGsWbOUlZWl6OhojRs3Tj/88IPfMRUVFbr11luVmpqq2NhYnX/++dq9e3crvgoAAACEqmeffVb5+fkysUbKCGzbpruRLOmrr77yBTaEl6CGqZKSEg0bNkxPP/10nfvnzJmjxx9/XE8//bSWL1+uzMxMTZo0SUVFRb5jZs6cqddff13//Oc/9fnnn6u4uFjnnXeeXC5Xa70MAAAAhKAVK1bo//7v/yRJ7pPdgX/nmyC5B7glSU/MfUKHDh0K8AkQ6iwTIn2SlmXp9ddf14UXXijJ0yuVlZWlmTNn6je/+Y0kTy9URkaGHn30Uf30pz9VQUGB0tLS9PLLL2vatGmSpL1796pLly565513dPbZZzfo3IWFhUpMTFRBQYESEhJa5PUBAACg9RQVFem6667Tvn375O7lljmxAW95qyX763ZJkusiV8PmV7kl20c2WfmWTjvtND3yyCOyrOZeyArB1JhsELJzprZt26acnBydddZZvm1Op1Njx47Vl19+KUn65ptvVFVV5XdMVlaWBg8e7DumLhUVFSosLPS7AQAAoH2orq7Wfffdp3379snEGpmhLdh3YJPcp3h6vb744gvNmzev5c6FkBOyYSonJ0eSlJHhP7g1IyPDty8nJ0eRkZFKTk6u95i6zJ49W4mJib5bly5dAlw9AAAAgsEYo7lz5+qbb76RIiT3aHfgVvCrT5LkPtEz3G/+/Pn68MMPW/iECBUhG6a8ju4mNcYct+v0eMfcddddKigo8N127doVkFoBAAAQXP/5z3/05ptvSpJcI11SUuuc1/Qwcvf1BKrZs2fXWjQN7VPIhqnMzExJqtXDtH//fl9vVWZmpiorK5WXl1fvMXVxOp1KSEjwuwFutzvYJQAAgGbYsmWLnnnmGUmSe6hbymrd85uhRibLqKqqSg888IDKyspatwC0upANUz169FBmZqbvImuSVFlZqSVLlmj06NGSpJNOOkkOh8PvmOzsbK1Zs8Z3DNAQu3fv1gUXXKD58+cHuxQAANAE1dXVevTRR+VyuWQ6GZm+QVhjzZLcI9wyMUY5OTl6/vnnW78GtKqghqni4mKtXLlSK1eulORZdGLlypXauXOnLMvSzJkz9cgjj+j111/XmjVrNGPGDMXExOjyyy+XJCUmJur666/XL3/5S3300Uf67rvvdOWVV2rIkCGaOHFiEF8Z2poFCxaooKBAL7zwQrBLAQAATfDvf/9b69evl3EYuYe7pWAtqOeQ3Cd5Rrv85z//0dq1a4NUCFpDS0/HO6YVK1Zo/Pjxvsd33HGHJOmaa67R/Pnzdeedd6qsrEw33XST8vLyNHLkSH3wwQeKj4/3PeeJJ55QRESEfvSjH6msrEwTJkzQ/PnzZbfbW/31oO0qLS0NdgkAAKCJSktLfavomWFGig5yQZmSu6tb2ik988wz9V5TFW1fUMPUuHHjdKzLXFmWpVmzZmnWrFn1HhMVFaWnnnpKTz31VAtUCAAAgFC3bds2lZeXy0QZme4hcQlVmYFG2ilt2LBBbrdbNlvIzq5BM/C/CgAAgDZtx44dnjsJCt7wvqPFSsZmVFFRccxL9qBtI0wBAACgTfOGKZMQGr1SkjzvsuM8d31hD+0OYQoAAABtmu/6oq7g1lFLTT0M8Wu/+J8FAABAmzZs2DBJkrU/VMb4SSqVrBJLNptNgwcPDnY1aCGEKQAAALRpQ4cOlc1mk1ViSSGyQK91wBPs+vbtq9jY2CBXg5ZCmAIAAECbFhsbq759+0o6HGKC7oDny/Dhw4NbB1oUYQoAAABt3tChQz13Dga3Di8r1xPqhgwZEuRK0JIIUwAAAGjzvPOSvCEmqCokq8hTB/Ol2jfCFAAAANo87zA/FUgK9grpBZ4v6enpSkpKCmopaFmEKQAAALR5W7Zs8dyJU/Av3Bvv+XLgwAEVFhYGtxa0KMIUAAAA2rxvvvlGkmQygt0tJSnacwFhY4y+/fbbYFeDFkSYAgAAQJtWWFiozz77TFKIhClJJt1Tx3vvvSe32x3katBSCFMAAABosyoqKnT33XfrwIEDMtFGygh2RR6mu5Fs0pdffqm//vWvwS4HLYQwBQAAgDbJ7XZr9uzZWr16tYzDyH2GW4poSkOSSmpuXt7HTe1USpbcJ3ue/Oqrr+r1119vYkMIZU35dgMAAACCyu1266mnntLHH38s2ST3aLeU2MTGyiT7O3a/TfYPPI9d57qk2KY1a7oZuUvcsv1g05NPPqmEhARNmDChiUUiFNEzBQCApF27dulnP/uZfvKTn2jDhg3BLgfAMVRXV+uRRx7Rf//7X0k1PUDpQS6qHmaAkbuHW263Ww8++KDeeOONYJeEACJMAZIsK9hrqAIItk8//VRr167Vhg0btGjRomCXA6AeZWVluuuuu/TBBx9IluQ+xS3TLTQWnaiTJZmTjNy93DLG6PHHH9cLL7wgY0K4ZjQYYQoAAMnvWjDFxcVBrARAfYqLi3XHHXfoq6++kuyS6zSXZ6GHUGdJZriRe6BnDtX8+fM1d+5cAlU7QJgCAED+AaqoqCiIlQCoizFGjz32mH744QcZh5FrrEvqGOyqGsGSzCAj93BPoHr99df11ltvBbkoNBdhCgAA+YcpeqaA0LNo0SJ99NFHnqF9Z7illGBX1DSmt5F7qCdQPfXUU9q5c2eQK0JzEKYAAJCUn59f530AwZedna0nnnhCkjxD5dpokPIyfY1MulFFRYUeeughVVVVBbskNBFhCgAASXl5eXXeBxB8CxYsUElJiUyKkenfDuYZWZJ7hFvGYbRhwwYtXrw42BWhiQhTAADIP0AVFBTI5XIFsRoARyorK5Mkmc6m/bx7jZaU5rnrfX1oe9rLtyMAAE1WXV3tt5qfMUYFBQVBrAjAkaKjoz13qoNbR8DVjO6LiYkJbh1oMsIUACDsHTx4UMYY2S2jhEjPxPADBw4EuSoAXr6wUR7cOgLKSKrw3CVMtV2EKQBA2Nu/f78kKdnpVmqU228bgOAbNGiQJMm2zSblB7eWQLG2WbIKLTkcDvXq1SvY5aCJCFMAgLDnDU4dotxKcRKmgFAzduxYjR49WnJLtq9tUluf0lgs2VZ53obfeOONysjICHJBaCrCFAAg7HmDU4rTqAM9U0DIsSxLd955pxITE2UVWLLWWMEuqem8gbBaOuGEE3TZZZcFuyI0A2EKABD2srOzJUnp0S6lR3vC1N69e4NZEoCjdOjQQb/+9a8lSbaNNllb22CgMpK13JJ10FJMTIzuuusu2Wy8HW/L+N8DAIS9PXv2SJLSo92EKSCEjRkzRldffbUkyfatTcoOckGNZK2xZNtpk81m0wMPPKCOHTsGuyQ0E2EKABD2vMEpLdqt9GiXb5sx7eDioEA7c/311+vss8+WjGRfapcOBbuihrG2WLKt97z1/vWvf62RI0cGuSIEAmEKABDWqqurlZOTI0nKiHEpLdotS0YlJSXKz88PbnEAavHOnzr55JMll2RbavNdrylk5Um27zxvu6+99lpNmTIlyAUhUAhTAICwtnfvXrlcLjntRh2cRpF2+ZZH37lzZ5CrA1AXh8Ohhx56SJmZmbJKLVkrAzd/aurUqVqwYIGmTp0qy7KksmY26JJsX9kk4xmmOGPGjECUiRBBmAIAhLUdO3ZIkjJjXLJq3o9lxnrC1K5du4JVFoDjiI2N1b333ivLsmTbbpN2B6bdadOmqWvXrpo2bZpnqG9p89qzVluyiiylpKTo17/+tSegod0gTAEAwpo3MGXFuH3bsmI886a8QQtAaBo6dKguv/xySZLtG89y4821cOFC7dy5UwsXLvQEn5hmNHZIsm32vN3+7W9/q8TExOYXiJASEewCAAAIpm3btkmSsmIPXwXUe3/79u3BKAlAI1x33XX66KOPlJOTI2unJdOzeQvHvP3223rrrbdkWZanZyq66W1Zmzy9UBMnTmTBiXaKnikAQFjzhqnOcYfDlPe+dx+A0OVwOHTxxRdLkqzNltTMRTi9q3g2ezXPMsm22/NWe9q0ac1rCyGLMAUACFsul8s3lK/zET1TnWvmTO3fv18lJSVBqQ1Aw02ZMkVRUVGyCiwpN9jVeFhbLcktDR48WP369Qt2OWghhCkAQNjKzs5WRUWFHDajjCPmTMU6jJKdnsdbt24NVnkAGig+Pl4TJkyQJFm7QmOBB2u3p44LLrggyJWgJRGmAABha8uWLZKkTrEu2Y56/+Ud6keYAtqGMWPGSJKsvc0f6tdsxZJVaMlut2v06NFBLgYtiTAFAAhb3jDV9Yj5Ul7darZ5jwEQ2k488UTPUL8yS8oPbi3WXs+nMyeccILi4+ODWwxaFGEKABC2fGEqvnaY6kKYAtoUp9OpESNGSDo8xC5YvOc//fTTg1oHWh5hCgAQtjZt2iTpcHA6Utd4zwVrNm/eLLfbXWs/gNBz5plnSpKsnUEc6lciWQct2Ww2jR07NkhFoLUQpgAAYamoqEg5OTmSpG519Ex1jHHLYTMqKyvTnj17Wrs8AE0wevRoRUdHyyq1pEPBqcHa6emVOvHEE5WamhqcItBqCFMAgLC0efNmSVJqlEtxjtofYUfYDi9C4T0WQGiLioo6vBDF9iAM9TOStcNzXu/qgmjfCFMAgLDkHeJXV6+UV/eafd5jAYS+c845R1JND1F1K588V7KKLEVFRWncuHGtfHIEA2EKABCWNmzYIOlwYKpL95p5U95jAYS+E088UZ06dZJVbbX6NaesrZ7zTZw4UbGxsa16bgQHYQoAEJa8AalHgicwGSOVuzw3UzPqzxu0Nm7cKGOCfeEaAA1hWZbOP/98z/2trRimKiXbbs9b66lTp7beeRFUhCkAQNgpLS3Vrl27JEk9agJThVu64ZNk3fBJsipqFu/rGu+S3TIqKCjwLVYBIPRNmjRJkmQdsqSy1jmnlWNJbqlbt27q379/65wUQUeYAgCEnU2bNskYow5OtxKd9fc4OY5YhIKhfkDbkZqa6gs0VnYr9U5le76MHj1alhXc61yh9RCmAABhZ926dZIOD/E7lp4JLr/nAGgbTjvtNEmtFKbch8/jPS/CA2EKABB2vMGoV+Lxw1SvmsC1fv36Fq0JQGANGzbMc6egFU5WLllVlux2uwYOHNgKJ0SoIEwBAMKOL0wl1L+Sn5c3cG3YsEEu1/GPBxAa4uPjPXdaY3n0mnPExMQoIiKiFU6IUEGYAgCElby8POXk5MiSadAwv06xbjntRqWlpdqxY0crVAggEKKjoz13WjFM+c6JsEGYAgCElTVr1kjyhKSYBnyAbLOknjWha+3atS1ZGoCW4G6Fc3DlhLBFmAIAhJUffvhBktS7AfOlvLzHeoMYgNC3detWz52EVjhZzYjC/fv3q7i4uBVOiFBBmAIAhBVvmOrTiDDVJ9Hl91wAoW/Lli2SJJPUCt1GkZKJNn7nRXggTAEAwkZ1dbVvVb7eSY3vmdqxY4eKiopapDYAgbVx40bPncRWOmHSUedFWCBMAQDCxubNm1VRUaHYCLc6xjR8IkVCpFFmDL1TQFthjNH333/vuZ/SOhOavOdhOHB4IUwBAMKG901O70SXbI28jmcf5k0BbcauXbuUn58vYzNScuuc06R6wtSqVatkDCtShAvCFAAgbHiDUN9GDPHz8oYp76fdAELX6tWrPXc6SLK30kk7SMYyOnTokPbu3dtKJ0WwEaYAAGHDu7R5r0YsPuHVpyaArV+/nov3AiFu9+7dklpp8Qkvu3wrB3rPj/aPMAUACAu5ubm+i/X2asDFeo/WKdatKLtRWVmZtm/fHvgCAQTMwYMHPXda+xq6UUedH+0eYQoAEBbWrVsnSeoc51J0Ay7WezQu3gu0Hb4wE9W65/Uuj06YCh+EKQBAWPCuwtcroelD9LxLpLOiHxDaKisrPXda+51uzfkqKipa+cQIFsIUACAsbNq0SdLh3qWm6FETxLxtAQhNGRkZnjulrXteq9SzTGhmZmbrnhhB04SBDgAAtC3GGF8A6hbf9J4p73O3bdumqqoqORyOgNQHILCysrI8d0oa+IRoyXWuS6qW7B94lv9zneXyvFNuzLyrYs+Xjh07NuJJaMvomQIAtHsHDx5Ufn6+LBl1iWt6mEqLcismwq3q6mrt2LEjgBUCCCRvmLLyGnhBOZuk2Jqbl/dxQ98tV8oX3jp16tTAJ6GtI0wBANq9rVu3SpI6xroV2YxrzliW1LUmjG3ZsiUQpQFoASNHjpTNZvOEqcLWOae1y5JlLPXs2fPwMEO0eyEfpqqrq3XvvfeqR48eio6OVs+ePfXggw/K7Xb7jjHGaNasWcrKylJ0dLTGjRvH5GAAgI/3ApodY5p/fajMGLdfmwBCT4cOHXTqqadKkqwdDeydaiZru+c855xzjiyrdc6J4Av5MPXoo4/qL3/5i55++mmtW7dOc+bM0R/+8Ac99dRTvmPmzJmjxx9/XE8//bSWL1+uzMxMTZo0SUVFRUGsHAAQKvbs2SNJSot2H+fI40uPJkwBbcE555wjSbK2WVLT151pmEOSdciSzWbTpEmTWvhkCCUhH6aWLl2qCy64QFOmTFH37t116aWX6qyzztKKFSskeXql5s6dq3vuuUcXX3yxBg8erBdffFGlpaV65ZVXglw9ACAUeINPekDClMuvTQCh6bTTTlNWVpasCkvW2hbsKTKS7TvPW+qJEycqJSWl5c6FkBPyYer000/XRx99pI0bN0qSVq1apc8//1znnnuuJM+KSjk5OTrrrLN8z3E6nRo7dqy+/PLLOtusqKhQYWGh3w0A0H55L6CZ4mx+mOoQ5WnjwIEDzW4LQMtxOBz6xS9+IUmybbS12Nwpa5sl65ClmJgY/exnP2uZkyBkhXyY+s1vfqPp06erf//+cjgcGj58uGbOnKnp06dLknJyciSp1kS/jIwM376jzZ49W4mJib5bly5dWvZFAACCqqTEs8RWdIRpdlsxNW2UlZU1uy0ALWvUqFE67bTTPL1H39ik5v8K8FcuWd97er2uu+46paamBvgECHUhH6YWLlyoBQsW6JVXXtG3336rF198UX/84x/14osv+h139EQ/Y0y9k//uuusuFRQU+G67du1qsfoBAMFXWuq5cmcgwpS3DW9AAxDabr31VkVFRcnKtWStC+BwPyPZvrLJqrTUq1cvXXzxxYFrG21GyIepX//61/rtb3+rH//4xxoyZIiuuuoq3X777Zo9e7akw1eYProXav/+/fUuS+l0OpWQkOB3AwC0X4HsmfK2UV1drYqKima3B6BlZWVl6Y477pAk2dbapP2BaddaZ8nabykqKkr333+/IiIiAtMw2pSQD1OlpaWy2fzLtNvtvqXRe/TooczMTC1atMi3v7KyUkuWLNHo0aNbtVYAAACEnnPOOUeTJ0/29SapvJkNHqgJZpJuv/12de/evdk1om0K+Qg9depU/f73v1fXrl01aNAgfffdd3r88cd13XXXSfIM75s5c6YeeeQR9enTR3369NEjjzyimJgYXX755UGuHgAQCqKiolRaWqoKV/OH+HjbsNvtioyMbHZ7AFrHzJkztW7dOm3fvl22FTa5T3NLTfmVUFkTyMwRIQ1hK+TD1FNPPaXf/e53uummm7R//35lZWXppz/9qe677z7fMXfeeafKysp00003KS8vTyNHjtQHH3yg+Pj4IFYOAAgV0dHRkqSK5l+z1xemoqKiuDAn0IZER0fr/vvv14033qiq7CpZ2yyZno0f+mt9Z8kqs9SpUyfNnDkz8IWiTQn5YX7x8fGaO3euduzYobKyMm3ZskUPP/yw36eBlmVp1qxZys7OVnl5uZYsWaLBgwcHsWoAQCjxhqmy6uaHH28bUVFRzW4LQOvq1auXbrjhBkmSbZVNKm7c862dlmw7bbLZbLr33nsVExPTAlWiLQn5MAUAQHOlp6dLkg6UN//P3oEyTxv1LXIEILRNmzZNw4cPl6prAlVDuSRrpefDlKuvvlqDBg1qoQrRlhCmAADtXufOnSVJOaX2ZreVUxOmvG0CaFtsNptvdT9rryUVNex51g5LVoWljIwMXX311S1YIdoSwhQAoN3zBp99pc3/s5dTYvdrE0Db061bN9+qz9bGBgz/NYePu+yyy1gGHT6EKQBAu9elSxdJ0u7i5vdM7a4JU942AbRNP/7xjyVJth02qeo4B++XrCJLsbGxmjJlSssXhzaDMAUAaPf69+8vm82mA+V2HSpv+iIU5S5pR5EnTDFfAmjbhg0bptTUVMklqfDYx1p5nt8bo0aNUmxsbMsXhzaDMAUAaPdiY2PVu3dvSdLG/KYPz9lSECGXsZSenq7MzMxAlQcgCCzLUteuXT33i47zIUvNvKpu3bq1cFVoawhTAICwMGTIEEnShmaEKe9zhw4dGpCaAASXb7jucRah8IYt5kriaIQpAEBYGD58uCRp9UGHTOOv0ylJ+v6gQ5JneBCAti81NdVzp+I4B1YcdTxQgzAFAAgLJ598shwOh/aV2ZXdhFX9CiotbS7wzJcaNWpUoMsDEATG+8nK8aZSNv9632inCFMAgLAQExPj65369oCj0c9fleuQkaW+ffv6LgIMoG1zu92eOw0MS77jgRqEKQBA2PBeV+bbA5GNfu43NQHM2waAdqSJQ38BwhQAIGycdtppkqRNBY1bIr2s2jPXSpJOP/30FqkNQOuLjo723HEd58Dqo44HahCmAABhIyMjQ4MHD5aRpeX7G9479V2uQ1VuS507d1afPn1asEIArSkmJkaSZFUd58MVwhTqQZgCAISVM888U5K0bF/Dw9RXNceeeeaZsixmogPthTdMqfIYB7nlC1O+44EahCkAQFgZN26cLMvSpoIIHWzAUL/SI4b4jR8/vqXLA9CKfBfhzVf986YKJMtYiouLU0pKSitVhraCMAUACCupqam+i+5+3YDeqW8PRKrKbalbt27q2bNnS5cHoBX17NlT0dHRsqotqbDuY6yDng9dBg4cKJuNt87wx3cEACDseHuYGjLU76t9h3ulGOIHtC8RERHq37+/pMOhqZaDni+DBg1qparQlhCmAABhZ+zYsbIsS1sKI3SgrP4/hSVVlr5niB/Qrp144omSJGtPHWHKJVnZnu3e69QBRyJMAQDCTkpKik444QRJ0vL99V/Ad2WuQ9XGUvfu3dWjR49Wqg5Aa/J+UGLts6SKo3bu86z0l5aW5hseDByJMAUACEve60V9e6D+MOW9UO8ZZ5zRKjUBaH1du3b1XPLA1O6dsnZ6Ho8fP575UqgT3xUAgLDkDVMbCyJUVFl7eE+Vmwv1AuHCe8kEa+8Rvwtchx979wNHI0wBAMJSx44d1atXL7mNpVUHa/dOrcuLULnLUkpKivr16xeECgG0lnHjxkmSrANHhKn9kuWylJ6ergEDBgSnMIQ8whQAIGyNHj1akrTmYEStfd6FJ0499VSG9wDtXKdOndS7d2+/bd4hf2PGjGElT9SLvw4AgLDlXcXrhzyHzFEX7Fx7yBOwTj755NYuC0AQjBkzxu+xtc+qcztwJMIUACBsDR48WA6HQ3kVNu0/Yon04kpLO4vtklgOGQgXAwcO9HtsVVqy2WwM8cMxEaYAAGHL6XT6LsS5Pu/wUL+NBREy8iyJ3qFDh2CVB6AV9ezZs9a2zp07y+l0BqEatBWEKQBAWBsyZIgkaUfR4TC1vdDutw9A+5eSkqKEhAS/bVxfDsdDmAIAhLU+ffpIknYU2X3bdhZH+O0D0P5ZlqXIyEi/bVFRUUGqBm0FYQoAENb69u0rSdpdfESYqglWhCkgvJSXl/s9Li0tDVIlaCsIUwCAsNaxY0fFxcXJpcNLHxdW2WRZlnr16hXEygC0JmOMysrK/LYd/Rg4GmEKABDWLMtSp06dam1PS0tjiA8QRnbs2CGXy+W3bcuWLXK73UGqCG0BYQoAEPYyMjJqbcvMzAxCJQCCZenSpX6Pjd0oLy9PGzduDFJFaAsIUwCAsFdXcOrYsWMQKgEQLF999ZX/hrR6tgNHIEwBAMJeenp6rW1paWlBqARAMOzatUsrV67022Y6GknSO++8o+rq6iBUhbaAMAUACHvx8fEN2gagfXr55ZfldrtlMoxvm+lsZJxG2dnZWrRoURCrQygjTAEAwl5sbGytbTExMUGoBEBr27t3rz744ANJknvAEYtNREimnydcvfzyy/ROoU6EKQBA2KsrTMXFxQWhEgCt7e9//7unVyrTSMn++0wvIxNptHv3br377rvBKRAhjTAFAAh7kZGRtbY5HI4gVAKgNX3//ff68MMPJUnuwXUsgR4hmQGe3qnnnntORUVFrVke2gDCFAAg7BljGrQNQPvhcrn05JNPSpLcPdy1eqW8TG8jE29UUFCg+fPnt16BaBMIUwCAsFfXRTkJU0D79v7772vjxo0yDiMz+Bg/7zbJfYLnd8Rrr72mXbt2tVKFaAsIUwCAsFdXmKprG4D2obKyUvPmzZNUM4wv6jhPyPQsle5yufTCCy+0fIFoMwhTAICwV15eXmtbWVlZECoB0Breeust7du3TybKyPRuWC+0d07VRx99pM2bN7dkeWhDCFMAgLBX16Ty4uLiIFQCoKVVVFTo5ZdfliSZgUayN/CJSZK7iydQPf/88y1THNocwhQAIOzVFZxYtQtonz777DMdOnRIJsbI9Gjc3EgzyHP8l19+qQMHDrREeWhjCFMAgLBXUFBQa1thYWEQKgHQ0t5//31JkuluGv9OOF4yqUbGGN+FfhHeCFMAgLBX1yfM+/fvD0IlAFpSbm6uli9fLkky3erolbJLrotccl3kqnf4n+nued7777/Pqp8gTAEAsG/fvlrbGMIDtD/Lli2T2+2W6WCkuDoOsCRF1NysutswnY2MzWj79u3as2dPyxWLNoEwBQAIe3X1QtUVsAC0bT/88IMkyaQ3o0fJISnJc3ft2rXNrgltG2EKABDWXC6XcnJyam0vLCxkRT+gnfGGH9OhecPzTIrn+evWrWt2TWjbCFMAgLC2b98+VVZWyq7Db64SHZ7lj3fu3BmssgAEWEVFhXbs2OF50KGZjdU8f/369c1sCG0dYQoAENa8b64yYty+bR1jXX77ALR9eXl5nvlSNiNFNa8tE+v58OXgwYMBqAxtGWEKABDWvL1P3gAlSZkxhCmgvfFdAiFS9S4u0WCRni9cQgGEKQBAWNu6daskKSvmcJjKivX0Um3bti0oNQEIPF/wiQxAYzVtlJaWqqqqKgANoq0iTAEAwtrmzZslSV3jD4eprnHVfvsAtH0Oh8Nzx33s4xqkpg273S7Lam43F9oywhQAIGxVVVVp+/btkqQucYfDVOea+wcOHFB+fn4QKgMQaBkZGZ47pZKae63dEs+XtLQ0RURENLMxtGWEKQBA2Nq5c6eqqqoUE+FWStThj6ujIqSMaE+g2rRpU7DKAxBAaWlpstlsstyWVN68tqxST2+UL6AhbBGmAABha8OGDZKkbvEuHT1Sp1vNsL+NGze2dlkAWkBERIQ6d+4sSbL2N3NoXs01vbt169bMqtDWEaYAAGHLG6Z6HDFfyqtHgmfeFGEKaD8mTZokSbK2NiNMVUnWLs/zzzrrrECUhTaMMAUACFveoNS9JjgdyRuwvIELQNs3efJkz1C/XEsqalob1i5LlstS165dNWTIkMAWiDaHMAUACEvV1dW++VDd6+yZ8mzbu3evioqa+K4LQEhJT0/XyJEjJUnW2ib0Trkka73neVOmTGElPxCmAADhadeuXaqsrFSU3SgzpvZaybEOo7QoT6BiiXSg/bj22mtlWZZsO22+uU8NZa2zZJVYSk1N1fnnn98yBaJNIUwBAMKSt1eqa5xLtno+XPZee4oV/YD2o3///rroooskSbZvbVLtjum6FUq2DZ63zrfddptiY2NbqEK0JQEJU+XlzVxfEgCAVuYNSN3ia8+X8upOmALapRtuuEEdOnSQVWzJWteAoXpGsn1jk9zSqaeeqrFjx7Z8kWgTmhym3G63HnroIXXq1ElxcXHaunWrJOl3v/udnn/++YAVCABAS9iyZYukw71PdfHu8x4LoH2Ii4vTzJkzJUm29TYp79jHW5stWbmWoqKiNHPmTOZKwafJYerhhx/W/PnzNWfOHEVGRvq2DxkyRH//+98DUhwAAC1lx44dkqROsfWHKe++nTt3yuVq6FggAG3BuHHjdOaZZ3p6nb4+xnC/Isn2vect880336ysrKzWKxIhr8lh6qWXXtJzzz2nK664Qna73bd96NChWr9+fUCKAwCgJZSUlOjAgQOSpMwYtw6U2ZRbdvhPYm6ZTQfKbOoQ6ZbDZlRZWal9+xo5Ux1AyJs5c6aSk5NlFdYz3M9IthWeoHXSSSex6ARqaXKY2rNnj3r37l1ru9vtVlVVVbOKAgCgJXl7pRIj3apwWbr9i0T9dlmib/9vlyXq9i8SVVBlU2aM5+Pq7du3B6NUAC0oKSlJt99+uyTJttEmlR51wB75hvf95je/YXgfamlymBo0aJA+++yzWtv//e9/a/jw4c0qCgCAlpSdnS1Jyog5/tC9jGi333MAtC9jx47V0KFDPdeQ+uGIsOQ+PLzvRz/6kTIzM4NUIUJZRFOfeP/99+uqq67Snj175Ha79dprr2nDhg166aWX9PbbbweyRgAAAso7xC/FaY57bIcoT5jav39/i9YEIDgsy9JPf/pT3XzzzbLtsMnV1yUlStY2S1axpcTERE2fPj3YZSJENblnaurUqVq4cKHeeecdWZal++67T+vWrdNbb72lSZMmBbJGAAACyhuMUqJqX6z3aN5jvAEMQPszZMgQnX766ZKRrK2e3ilrs+frVVddxTWlUK8mhanq6mo98MADGjhwoJYsWaLi4mKVlpbq888/11lnnRXoGrVnzx5deeWVSklJUUxMjE444QR98803vv3GGM2aNUtZWVmKjo7WuHHj9MMPPwS8DgBA+5CbmytJSnYeP0x1cBKmgHAwdepUSZK125IKJKvQUkREhCZPnhzkyhDKmhSmIiIi9Ic//KFVlonNy8vTaaedJofDoXfffVdr167VY489pqSkJN8xc+bM0eOPP66nn35ay5cvV2ZmpiZNmqSioqIWrw8A0PYUFxdLkmIdxx/m5z2mpKSkRWsCEFwnn3yy4uPjZZVbsn3neYs8YsQIxcfHB7kyhLImD/ObOHGiFi9eHMBS6vboo4+qS5cumjdvnkaMGKHu3btrwoQJ6tWrlyRPr9TcuXN1zz336OKLL9bgwYP14osvqrS0VK+88kqdbVZUVKiwsNDvBgAIH2VlZZKkKPvxw5T3GO9zALRPDodDZ5xxhiTJOuAZ4jd+/PhgloQ2oMlhavLkybrrrrv0q1/9Sq+++qrefPNNv1ugvPnmmzr55JN12WWXKT09XcOHD9ff/vY33/5t27YpJyfHb3ih0+nU2LFj9eWXX9bZ5uzZs5WYmOi7denSJWD1AgBCny9MRTQkTPk/B0D7NWTIkGM+Bo7W5NX8fv7zn0uSHn/88Vr7LMsK2BDArVu36tlnn9Udd9yhu+++W19//bVuu+02OZ1OXX311crJyZEkZWRk+D0vIyPDdx2Ro91111264447fI8LCwsJVAAQRioqKiRJkbbjh6nImp6p8vLyFq0JQPD16NHDd9/pdLIcOo6ryWHK7T7+pN1AcLvdOvnkk/XII49IkoYPH64ffvhBzz77rK6++mrfcUdfRM0YU++F1ZxOp5xOZ8sVDQAIaXa7p7vJbSxJxw5UrprdERFN/pMJoI3o1q2b735KSopstiYP4kKYCPnvkI4dO2rgwIF+2wYMGKCdO3dKku8TA28Pldf+/ftr9VYBACAdDkbVDfhcsNpt+T0HQPt15BLoDocjiJWgrWhWmFqyZImmTp2q3r17q0+fPjr//PP12WefBao2SdJpp52mDRs2+G3buHGj75ODHj16KDMzU4sWLfLtr6ys1JIlSzR69OiA1gIAaB+8b5Kqjz/Kzxe4eGMFhBdjGvALAmGvyWFqwYIFmjhxomJiYnTbbbfplltuUXR0tCZMmFDvKnpNcfvtt2vZsmV65JFHtHnzZr3yyit67rnndPPNN0vyDO+bOXOmHnnkEb3++utas2aNZsyYoZiYGF1++eUBqwMA0H5ERUVJksqr6x4OfqRyl+cYhocDAI7W5DELv//97zVnzhzdfvvtvm2/+MUv9Pjjj+uhhx4KWJA55ZRT9Prrr+uuu+7Sgw8+qB49emju3Lm64oorfMfceeedKisr00033aS8vDyNHDlSH3zwAdcFAADUKTk5WZJUUGmTdOwFkwoqPWGqQ4cOLV0WgBBS39x74EhNDlNbt271XSn6SOeff77uvvvuZhV1tPPOO0/nnXdevfsty9KsWbM0a9asgJ4XANA+eYORNygdS2Glze85AMIDYQoN0eRhfl26dNFHH31Ua/tHH33EMuMAgJDm3zN1bN7A5X0OAABeTe6Z+uUvf6nbbrtNK1eu1OjRo2VZlj7//HPNnz9fTz75ZCBrBAAgoLyrvR4oO36YOlDmWUY9PT29RWsCEFpYgAIN0ayL9mZmZuqxxx7Tv/71L0meJcsXLlyoCy64IGAFAgAQaJ07d5Yk5ZTaj3tsdqkncDHqAggvDPNDQzTrohkXXXSRLrrookDVAgBAq/CGqUMVNlUeY/0JY6R9NYHL+xwAALyaPGdq+fLl+uqrr2pt/+qrr7RixYpmFQUAQEtKTEz0rfiaW17/n8LCKkvlLks2m01ZWVmtVR6AEMAwPzREk8PUzTffrF27dtXavmfPHt81oAAACEWWZalHjx6SpL0l9Q/1yynx/Jns3LmzIiMjW6U2AEDb0eQwtXbtWp144om1tg8fPlxr165tVlEAALS0nj17SpKyjzFvak/Nvl69erVKTQCAtqXJYcrpdGrfvn21tmdnZysiollTsQAAaHG9e/eWJO0pqf9P4d5izz7CFBB+GOaHhmhymJo0aZLuuusuFRQU+Lbl5+fr7rvv1qRJkwJSHAAALcUbkI41zG8vPVNA2GI1PzREk7uQHnvsMY0ZM0bdunXT8OHDJUkrV65URkaGXn755YAVCABAS+jVq5dsNpuKquo/xrt0et++fVupKgBAW9LkMNWpUyetXr1a//jHP7Rq1SpFR0fr2muv1fTp0+VwOAJZIwAAARcVFaWuXbtq+/bt9R5jZCkpKUmpqamtVxgAoM1o1uSm2NhY3XjjjYGqBQCAVtW3b99jhinvMQz3AQDUpdFzpjZv3qxvvvnGb9tHH32k8ePHa8SIEXrkkUcCVhwAAC2pT58+ATkGQPvDhyhoiEaHqV//+td64403fI+3bdumqVOnKjIyUqNGjdLs2bM1d+7cAJYIAEDL8K7o19xjAADhqdHD/FasWKE777zT9/gf//iH+vbtq/fff1+SNHToUD311FOaOXNmwIoEAKAlNGSVPlbyA8ITS6OjIRrdM5Wbm6vOnTv7Hn/yySeaOnWq7/G4ceOOO/4cAIBQkJSUpOTk5Hr3OxwOv795AMIHw/zQEI0OUx06dFB2drYkye12a8WKFRo5cqRvf2VlJUkeANBmdOnSpd59nTp14kL0AIB6NTpMjR07Vg899JB27dqluXPnyu12a/z48b79a9euVffu3QNZIwAALSYrK6tJ+wC0b3QOoCEa/XHb73//e02aNEndu3eXzWbTn/70J8XGxvr2v/zyyzrzzDMDWiQAAC2lY8eOTdoHoH1jmB8aotFhqkePHlq3bp3Wrl2rtLS0Wp/aPfDAA4wvBwC0GZ06dap3Hz1TAIBjafQwP8kzIXfYsGF1/pEZNmyYUlJSfI8TEhK0devWplcIAEALSk1NrXdfWlpaK1YCAGhrmhSmGoPxpgCAUHas1fyOtQ9A+8Z7WDREi4cpoC3gFyYQvqKiourd16FDh1asBADQ1hCmAACoB8uiAwCOhTAFAAAAAE3Q4mGKZSUBAAAAtEcsQAEAAAAATdDkMLV69ep6973xxhu+++++++4xr+EBAAAAAG1Rk8PU2WefXef1o/773//qiiuu8D0+/fTT5XQ6m3oaAAAAAAhJTQ5TP//5zzVhwgRlZ2f7ti1cuFBXX3215s+fH4jaAAAAACBkNXnN1/vuu08HDx7UxIkT9dlnn+m9997TDTfcoJdfflmXXHJJIGsEAAAAgJDTrAtoPPnkk7rqqqt06qmnas+ePXr11Vd1wQUXBKo2AAAAAAhZjQpTb775Zq1tF154oZYsWaLp06fLsizfMeeff35gKgQAIEiqq6uDXQIAIIQ1KkxdeOGF9e574YUX9MILL0jyXFvK5XI1qzAAAFpDZWVlvfvy8/PVpUuXVqwGANCWNCpMud3ulqoDAICgOHjwYJP2AQAQ0Iv25ufnB7I5AABa3O7du5u0DwCAJoepRx99VAsXLvQ9vuyyy9ShQwd16tRJq1atCkhxAAC0tJ07dzZpHwAATQ5Tf/3rX33jyBctWqQPP/xQ7733niZPnqxf//rXASsQAICWRJgCADRVk5dGz87O9oWpt99+Wz/60Y901llnqXv37ho5cmTACgQAoCVt2bKl3n3btm2Ty+WS3W5vxYoAAG1Fk3umkpOTtWvXLknSe++9p4kTJ0qSjDGs5AcAaBP27dunAwcO1Lu/rKxMmzdvbsWKAABtSZPD1MUXX6zLL79ckyZN0sGDBzV58mRJ0sqVK9W7d++AFQi0Bsuygl0CgCBoyBzflStXtnwhAIA2qclh6oknntAtt9yigQMHatGiRYqLi5PkGf530003BaxAAABaynfffReQYwAA4anJc6YcDod+9atf1do+c+bM5tQDAECrcLvd+uqrr4573HfffaeKigo5nc5WqAoA0JY0Kky9+eabmjx5shwOh958881jHnv++ec3qzCgNRljgl0CgFa2ceNG5ebmKtJmVOmue6hvQqRbhWVl+u6773Tqqae2coUAgFDXqDB14YUXKicnR+np6brwwgvrPc6yLBahAACEtC+++EKS1D+5SqsPRtZ5zOAOVfoyx6kvvviCMAWEGeZToyEaNWfK7XYrPT3dd7++244dO1qkWKCl8AsTCD+ff/65JGlwcnW9xwxOrpLkCV5ut7tV6gIAtB1NXoCiLjk5ObrtttvUp0+fQDYLAEBAbd++XVu2bJHdMhqYUn+Y6pPkUkyEW7m5ufr+++9bsUIAQFvQ6DCVn5+vK664QmlpacrKytKf/vQnud1u3XffferZs6eWLl2qF154oSVqBQAgID7++GNJ0pCUKsVG1D9nMsImnZzm6Z366KOPWqU2AKGB+dRoiEaHqbvvvluffvqprrnmGnXo0EG33367zjvvPH3++ed69913tXz5ck2fPr0lagUAoNmMMb4wdWpG1XGPH5VZKUlavHixqqvr78UC0L4wBQAN0egw9b///U/z5s3TH//4R7355psyxqhv3776+OOPNXbs2JaoEQCAgNm4caN27twph83oxLTK4x4/MLlaCQ638vPz9e2337ZChQCAtqLRYWrv3r0aOHCgJKlnz56KiorSDTfcEPDCAABoCR9++KEkaXhqlWIasKat3SaNyPCErkWLFrVkaQBCCMP80BCNDlNut1sOh8P32G63KzY2NqBFAQDQElwul2/u0+jM4/dKeXmP/fTTT1VeXt4itQEILQzzQ0M06jpTkielz5gxw3cl+PLycv3sZz+rFahee+21wFQIAECArFy5Urm5uYqJcGtY6vHnS3n1SXQpLcqlA2Vl+uKLLzRhwoQWrBIA0FY0Okxdc801fo+vvPLKgBUDAEBL8i48MSK9So5GjM2wLM9CFG9uj9bHH39MmALCAMP80BCNDlPz5s1riToAAGhR1dXV+vTTTyVJp2Y0fIif18iMKr25PVpfLVum0tJSxcTEBLpEAEAbE9CL9gIAEKpWrVqlgoICxTvcGpDc+CXOu8a5lBnjUmVVlb788ssWqBAA0NYQpgAAYWHx4sWSpJPTq2Rvwl8/y5JGpHt6tD755JMAVgYAaKsIUwCAds8Yo6VLl0qSTm7AtaXqc3K6Z9GKFStWqKqq4QtYAADaJ8IUAKDd27Fjh/bv3y+Hzah/E4b4eXWPdynB4VZZWZl++OGHAFYIAGiLCFMAgHbv66+/liT1S6qW0970dmyWNDilyq9NAED4IkwBANq9FStWSJKGpjR/aN6QDtV+bQIAwhdhCgDQrhljtH79eklS36SmD/Hz6lfTxubNm5k3BQBhjjAFAGjXDhw4oPz8fNkso65xrma3lxbtVmyEW9XV1dq6dWsAKgQAtFWEKQBAu7ZhwwZJUqdYlyKbMV/Ky7Kk7gmeULZp06bmNwgAaLMIUwCAds3be9Qtvvm9Ul7etrZs2RKwNgGEFsuygl0C2gDCFACgXcvNzZUkpUa5A9amty1v2wCA8ESYAgC0awcOHJAkJTsDF6a8bRGmgPbLGBPsEtAGEKYAAO3awYMHJUnJzsC9MSJMAe0fw/zQEIQpAEC7VlhYKEmKcwSuZyreYfzaBgCEpzYVpmbPni3LsjRz5kzfNmOMZs2apaysLEVHR2vcuHH64YcfglckACCkeIfq2AP4IbPN8m8bABCe2kyYWr58uZ577jkNHTrUb/ucOXP0+OOP6+mnn9by5cuVmZmpSZMmqaioKEiVAgBCicvlWXnPFsAwZVmeEOV2B663C0Bo4cMSNESbCFPFxcW64oor9Le//U3Jycm+7cYYzZ07V/fcc48uvvhiDR48WC+++KJKS0v1yiuvBLFiAECo8AaeQIYp7x9Pb1AD0P4wZwoN0SbC1M0336wpU6Zo4sSJftu3bdumnJwcnXXWWb5tTqdTY8eO1ZdffllvexUVFSosLPS7AQDaJ6fTKUmqCGDuqXRbfm0DAMJTRLALOJ5//vOf+vbbb7V8+fJa+3JyciRJGRkZftszMjK0Y8eOetucPXu2HnjggcAWCgAISfHx8ZKkkurAfcpcUmX5tQ2g/WGYHxoipHumdu3apV/84hdasGCBoqKi6j3u6G5YY8wxu2bvuusuFRQU+G67du0KWM0AgNDiC1NVx/+TN3XqVC1YsEBTp06VZVnKr6j7b4k3mBGmACC8hXSY+uabb7R//36ddNJJioiIUEREhJYsWaI//elPioiI8PVIeXuovPbv31+rt+pITqdTCQkJfjcAQPvkDTzFVcfvmZo2bZq6du2qadOmyRij3PK6/0wW0zMFAFCIh6kJEybo+++/18qVK323k08+WVdccYVWrlypnj17KjMzU4sWLfI9p7KyUkuWLNHo0aODWDkAIFSkpaVJkvIqjv8nb+HChdq5c6cWLlwoy7KUGlX3an2HakKWt20AQHgK6TlT8fHxGjx4sN+22NhYpaSk+LbPnDlTjzzyiPr06aM+ffrokUceUUxMjC6//PJglAwACDHp6emSpIP19DId6e2339Zbb70ly7JkjFGSs+45E962jjUKAkDbxmp+aIiQDlMNceedd6qsrEw33XST8vLyNHLkSH3wwQcMvQAASDoceBoSprwTzo838dzbljeoAQDCU5sLU4sXL/Z7bFmWZs2apVmzZgWlHgBAaPOGqQNlgRvZnkvPFNDusZofGiKk50wBANBcWVlZkqT8SltArjVljLS/zO7XNgAgPBGmAADtWnx8vOLi4iQFpneqqMpSucuSZVn0TAFAmCNMAQDaNcuyfD1I+2p6lJpjf00gS01NldPpbHZ7AIC2izAFAGj3OnbsKEnKDUDPlLd3y9smgPaJOVNoCMIUAKDd8w7Hq+8ivI1xoJwwBYQDlkZHQxCmAADtXmZmpqTA9EwdrBkqyHwpAABhCgDQ7gWyZ8rbhjegAQDCF2EKANDupaWlSfIsj95c+RWeoT+pqanNbgsA0LYRpgAA7V5ycrIkqbDSUnPnlBdW2fzaBACEL8IUAKDdS0pKkiS5jKXS6qZPKjfGE8iObBMAEL4IUwCAds/pdComJkbS4TDUFKXVllyGMAWEA1bzQ0MQpgAAYcEbpspdTX+DVO7yfLXb7VywF2jnuM4UGoIwBQAIC1FRUZKkSnfT26ioCWLR0dGBKAkA0MYRpgAAYcEbpiqa0TNVWfNcb1sA2i96ptAQhCkAQFiIjIyUdDgQNUWV278tAO0Xc6bQEIQpAEBY8L4xCsTbI95kAQAkwhQAAAAANAlhCgAQXuhUAtAA9ECjIQhTAICwUF1dLUmyW02fVG6z/NsCAIQ3whQAICxUVFRIkiKb8Zcv0m782gLQfrGaHxqCMAUACAvl5eWSDgeipvAGMcIU0P4xzA8NQZgCAISFyspKSZIjQD1TfGoNACBMAQDCQmlpqSQpuhk9U1E1z3W73fROAe0cH5igIQhTAIB2r7q62jfMLzqiOWFKsuR5fnFxcUBqAxCaGOaHhiBMAQDavZKSEt/95oQpyzr8/CPbBACEJ8IUAKDd8wYfp80oopl/+WIIUwCAGoQpAEC7V1hYKEmKdTR/DoS3DW+bANon5kyhIQhTAIB2zxt84hzuZrcVR5gCwgJzptAQhCkAQLtXVFQkKUA9UzXD/LxtAgDCF2EKANDu5efnS5LimrH4hFd8TSArKChodlsAQhfD/NAQhCkAQLvnDT4JkQEIU5GeoYLegAagfWKYHxqCMAUAaPe8wccbhJojoaZnijAFtG/0TKEhCFMAgHbPG3wSAjBnip4pIDwQptAQhCkAQLt36NAhSVJCIHqmaoYKetsE0D4xzA8NQZgCALR73uCT5Gz+J81JTrdfmwCA8EWYAgC0ewcPHpQkJQagZyqppmequLhYFRUVzW4PANB2EaYAAO1aaWmpysrKJB3uVWqOmAgjh80TqLwhDUD7wzA/NARhCgDQru3fv1+SFG03io5ofnuWJXWoCWXetgEA4YkwBQBo17yBJyWq+b1SXt62CFMAEN4IUwCAdm3fvn2SWiZMedsG0P6wNDoagjAFAGjXcnJyJEmpAQxT3ra8bQMAwhNhCgDQru3Zs0eSlBHjClib6dFuv7YBAOGJMAUAaNd8YSo6cD1T3mBGmALaL4b5oSEIUwCAdssYo927d0sKbM9UZszhBSi41hTQPrE0OhqCMAUAaLcOHTqkkpISWTK+oXmBEO8wiolw+4U1AED4IUwBANqtHTt2SJLSot2KtAeuXcuSsmLdfucAAIQfwhQAoN3yBp1OsYEb4ueVVTNskDAFAOGLMAUAaLe2b98u6XAvUiBl1QQ07zkAAOGHMAWIFXuA9srba5TVAj1TneIIU0B7lpiYGOwS0AYQpgAA7ZY36HRuiTBV09u1a9cuVVdXB7x9AMFx2223KTo6WjfddFOwS0EbEBHsAgAAaAkFBQU6dOiQpJbpmUqNcstpM6qortaePXvUrVu3gJ8DQOu79NJLdeGFFyoigrfJOD56pgAA7dLOnTslSSlOt6Jb4D2RzWLeFNBeEaTQUIQpQJ5PsL1crsB/gg2g9e3atUuS1LEFeqW8vG1zrSkACE+EKYS9qqoqbd682ff4008/DWI1AALFG3AyY1ouTGXUXAiYMAUA4YkwhbD34YcfqqioyPf41VdfZXU/oB04HKYCvyy6l7dtwhQAhCfCFMJWdna23njjDc2bN0+SVJU5WMaya/369frTn/6klStXskIX0IZlZ2dLktKjWy5MZdT0eu3du7fFzgEACF3MrkPYqK6u1urVq7Vs2TItW7bMb8K4iYhSZafhkiRHzhr997//1X//+1/FxcXplFNO0amnnqqRI0eqQ4cOQaoeQGN5V/JLcrZcmEqK9PRi5+fnyxgjy7Ja7FwAgNBDmEK7lpubq6+++krLli3T8uXLVVpa6ttnZMkdnyFXUhdVp/SSIpyq7DpCrrg0ReTtlL1gt4qLi/XJJ5/ok08+kST1799fp556qk499VT169dPdrs9WC8NwDG43W7l5eVJkhIjWy5MJdS0XVVVpeLiYsXHx7fYuQAAoYcwhXalurpa69ev17Jly7R06VJt2rTJb7+JiFJ1Uhe5kjrLldhZinD6N2DZ5ErpJVdKL8m4ZSvOlb1gl+z5u2QvydX69eu1fv16zZ8/X4mJib5gddJJJykpKan1XiiAYyoqKvIN002MbLk5kJF2KSbCrdJqmw4ePEiYAoAwQ5hCm2WM0d69e7Vu3TrfbePGjaqsrPQ7zhWbJldSF7mSusgdmyo1dBiOZZM7Pl3u+HRVdT5JVmWp7AW7PcGqYLcKCgr0/vvv6/3335ckderUSQMGDFD//v01YMAA9e3bV06n8zgnAdASSkpKJElOm1HEcWYHd3C69cRpBapwSb9dlihJ+n+nFshp9+w7npgIo9Lqw+cEAIQPwhTajEOHDmn9+vW+4LR+/XoVFhbWOs7YnXIldvIM30vqJDliAnJ+Exmj6rS+qk7rK7ndshXvkz1/lyLyd8lWlqc9e/Zoz549+vDDDyVJNptdvXr19AtY3bt3Z2gg0Arcbk8IashnJ3ablBbtVvkRK6inRrsV1cAfVZvlf04AQPggTCEklZaWauPGjX7BKScnp9ZxxrLJHZMid1yaXHFpcsemy0QlNLz3qalsNrkTOsqd0FFVXUdI1eWyF+fKVnJAtuIDspUckKrKtGnTJm3atElvvvmmJCk6Olp9+/bVgAEDfLeMjAwmrQMB5r28gc1q+csceMMUl1QAgPBDmELIWLFihT788EOtW7dOO3bsqPUpr5FkopPkik2TOy5N7tg0uWM6SLYQ6OmJiPLMw0rq7HlsjKzKEl+4shcfkK0kV2VlZVq1apVWrVrle2pSUpIGDBigIUOG6LLLLmNoIBAALpenm6k1PqbwnoOeKQAIP4QphARjjH75y1/W+mTXHRmr6vQBcsWle+Y7RUQGqcJGsiwZZ5xczji5OvRQlSQZt6yyAtlLDsh+aJsi8ndJ8iypvHTpUi1dulSxsbG66KKLglo60B7ExHiG95a7LLnN4d6jllBWbfmdEwAQPrhoL0KCZVm644471KdPH7/ttsoSObJXy7FvrSIObZVVURykCpvJXS17wV45DmyQY+9qX5DySkxM1Nlnn63x48cHqUCgfUlOTpYkuYylkqqWS1JuIxXWtM916AAg/NAzhZBxwQUX6IILLlBubq6WL1+ur7/+WsuXL1dhYaEi8rYrIm+7JMkdnSxXYmdVJ3WWOz5DsoXgt7ExssoLalb/2y17UbYs9+HZ7TabTQMHDtTIkSM1YsQI9e3bl4UpgAByOBxKSEhQYWGhCiotxbfQ8uhFVZbcxpJlWVweAQDCUAi+C0W4S01N1eTJkzV58mS5XC5t2LBBX3/9tb766iutW7dOKsuTrSxPjpzvZWx2ueIz5Y7PlCsuQ+64NMnuaP2ijZFVni970T7ZivbJXpQt21G9aGlpaRoxYoRGjBihk08+mevRAC0sJSVFhYWFOlhuU+e4lpnPdKjcM8AjMTFRERH8SQWAcMNvfoQ0u92ugQMHauDAgZoxY4YKCwu1YsUKX7g6ePCgIgr2SAV7JElGltyxKYfDVXyGTGQLzGNwV8tWkns4PBXvk1Vd4XeIw+HQ0KFDNWLECI0cOVI9evRg1T6gFXXv3l3btm3TjmK7hqVWt8g5dhR5epR79OjRIu0DAEIbYQptSkJCgs4880ydeeaZMsZo69atWrlypdasWaPVq1frwIEDspfkyl6SK4fWSJLczni54jN8ActEJzV+6fSqctmLvb1OObKV5Moy/p90R0ZGauDAgRoyZIgGDx6sYcOGMSEdCKL+/fvrk08+0fbCCEkVxz2+KbbVhKl+/fq1SPsAgNAW8mFq9uzZeu2117R+/XpFR0dr9OjRevTRR/3+cBlj9MADD+i5555TXl6eRo4cqT//+c8aNGhQECtHS7MsS7169VKvXr10ySWXSJL27dun1atX6/vvv9eaNWu0ZcsW2SqKZKsoknI3S6q5qG98utxxGTVDBNMly38tFquiSPbCbNmKcjy9T+UFtc6fnJyswYMHa+jQoRoyZIj69OkjhyMIQwwB1Klv376SpG2FLTcfcVuh588oYQoAwlPIh6klS5bo5ptv1imnnKLq6mrdc889Ouuss7R27VrFxsZKkubMmaPHH39c8+fPV9++ffXwww9r0qRJ2rBhA/NSwkxGRoYmTZqkSZMmSZKKi4u1du1aff/991q9erXWrVun8vJyz2p6NSvquRKyVN7vHMnmCVT23M1yblkiS/4T1rt27eoLTkOGDFGnTp0YtgeEsH79+smyLB0ot+tguaWUqMAuQlFafXiY34ABAwLaNgCgbQj5MPXee+/5PZ43b57S09P1zTffaMyYMTLGaO7cubrnnnt08cUXS5JefPFFZWRk6JVXXtFPf/rTYJSNEBEXF+db9EGSqqurtXnzZq1evVpr1qzRsmXLVF64V5G7lquy20hZpYfk3PaZLBn1799fw4cP19ChQzV48GAlJiYG+dUAaIy4uDgNGjRIa9as0Xe5Dk3sXBnQ9tccdMhlLHXu3FlZWVkBbRsA0DaEfJg6WkGBZ7iV93oe27ZtU05Ojs466yzfMU6nU2PHjtWXX35ZZ5iqqKhQRcXh8fOFhYUtXDVCRUREhPr376/+/fvrRz/6kT799FPde++9cuR8L3dMshx7V8pyu3TKKadozpw5LFcOtHGjR4/2hKkDkQEPU9/lOnznAACEpzZ10V5jjO644w6dfvrpGjx4sCQpJydHkmd415EyMjJ8+442e/ZsJSYm+m5dunRp2cIRssaMGaMf//jHkiTn1k9lKy9Uenq6fve73xGkgHbAG3TW5kWo3HWcgxvBbaRVhCkACHttKkzdcsstWr16tV599dVa+46eu2KMqXc+y1133aWCggLfbdeuXS1SL9qGG2+80W8I34MPPsjFN4F2okePHsrKylKV29KK/ZEBa/eHQxEqrLIpPj5eQ4cODVi7AIC2pc2EqVtvvVVvvvmmPvnkE3Xu3Nm3PTMzU5Jq9ULt37+/Vm+Vl9PpVEJCgt8N4SsiIkLDhw/3PR44cGAQqwEQSJZl+YaBf54duDD1WU1bEyZM4GK9ABDGQj5MGWN0yy236LXXXtPHH39c68KIPXr0UGZmphYtWuTbVllZqSVLljD0Ag3GqnxA+3XOOedI8vQmHSxv/s96abW0vKaXy9s2ACA8hXyYuvnmm7VgwQK98sorio+PV05OjnJyclRWVibJ8yZ45syZeuSRR/T6669rzZo1mjFjhmJiYnT55ZcHuXoAQLBlZWVp6NChMrL0ebaz2e19tS9SVW5LXbt2ZUl0AAhzIT824dlnn5UkjRs3zm/7vHnzNGPGDEnSnXfeqbKyMt10002+i/Z+8MEHXGMKACBJmjJlilavXq2P90Rqavdy2ZrYQWWM9OFup69NerUBILyFfM+UMabOmzdISZ7eqVmzZik7O1vl5eVasmSJb7U/oCGMCezFPAGEljPPPFPx8fE6WG73rcLXFFsK7dpRFKFIh0PnnntuACsEALRFIR+mAABoLqfT6Qs/3p6lpvio5rnjzzyTC3kDAAhTgCQVFxf77rtcAbwYDYCQccEFF0iSVh+M0P7Sxv/5K6q0tGyfZ+GJCy+8MJClAQDaKMIUwt7+/fu1YsUK3+OFCxcGsRoALaVz58465ZRTZGTpoz2N751astez8ESfPn24hAIAQBJhCmHOGKM5c+b4bXv++ee1ffv24BQEoEVddNFFkjzBqLIRndBuI18Au+iii1h4AgAgiTCFMGSMUW5urr799ls9++yz+vrrr2Usu0qHXqLqpC6qqqrSQw89pCVLlmj79u2qqqoKdskAAmTUqFHKzMxUcZXNN2SvIVYfjNCBMrvi4+M1ceLEFqwQANCWhPzS6EBTVVVVac+ePdq5c6d27typHTt2+O6XlJT4HVvZ5SSZ6GRV9jhd9tX/1aZNm/S73/1OkmS329WxY0d17dpV3bp1U7du3Xz3WX4faFvsdrvOP/98Pffcc/pkj1Njsiob9LyPaxaemDx5sqKiolqyRABAG0KYQptXVFRUKzDt2LFDe/furXcxCSNLxhkvd3SiXAmdVJ3pmf9gImNVPuBcReSska2sQLayfLlcVdq9e7d2796tL7/80q+d5ORkde3a1ReuvPczMzNls9HxC4SiyZMn6/nnn9emAml3sU2d49zHPD6vwtLKg57l1M8777zWKBEA0EYQptAmuN1u7du3r1YP086dO3Xo0KF6n2dsDrmjE2WikuSOTpQ7OknuqCSZqATJZq/7XLGpquw1rqYBI6uqVFZZgWzl+bKV5ctWViCrPF+2yhLl5eUpLy9Pq1at8msjMjJSXbp0qdWb1aVLFz7VBoIsJSVFo0eP1meffabFe5y6sl/ZMY//bK9TbmNpyJAh6t69e+sUCQBoEwhTaFXV1dUqLi6u81ZUVFTv9uzsbFVUVNTbrtsRIxOdVBOWPKHJRCfJOGKk5kwUtyyZyFiZyFi5E7P897kqZSsvlFVWE7LKPT1ZVnmBKisrtWXLFm3ZsqVWkxkZGUpOTlZcXFy9t/j4+FrboqKimPQOBMh5552nzz77TJ/nRGpanzI56ulINkZavDfS9xwAAI5EmEKjVFVV1RuGjheKiouLVV5e3uRzG8smE5XoC0tH9jjJ3vCJ5IcbdMuqLKl7V2SsZB1nmJ49Uu7YVCk2VX6DCY1bVkVxTbDK9w0XtJXny6qu0L59+7Rv375Gl2u3248ZwI4VxOLi4hQdHU0YA2qMGDFCqampys3N1fcHHToxre6FZrYU2rW/zK7o6CiNGzeudYsEAIQ8wlSYqaysPG4YOlYoOlbvUGMYm0MmIlKyR8pERMrYIyW703ffs++Ix844GWf88QNOI1iVJYpZWfc1pUpPmOY5X5MatslEJcgVlSCpq/++qnLZygtkVVdIrgpZ1ZWyXJWyqiv9Hqtmm+WqkKorZcnI5XKpoKBABQUFTSrLG8ZiY2MbFcK8+whjaE/sdrvOPPNM/etf/9KyffWHqaU5ng9qTj/9DEVHR7dmiQCANoAw1QYZY7R//37l5uY2OhRVVjZs5arj1mB3yNSEHdm9Ach5VDjy3ndKfiEpMqChqE1xRMntaOScKWMkd7UnZNUELE/4OiJw+e5X1gS1o0KaaX4Ys9lsdQaxY4WwhIQEde7cWZGRTeg5BFqYN0x9cyBSFa7SWvvdRr7l0ydMmNDa5QEA2gDCVIgzxig7O1sbN27Uhg0btHHjRm3cuLHJb4h97dr9w42JcHoCkDf0HBmAfNu94ckRvmEoGCxLsjtk7A4pMlamsc83RnK7Dvdy1QQtVVccp1fsiGBm3HK73SoqKlJRUVGjTh8REaEePXqob9++6tevn/r27atevXrJ6XQ29pUAATVgwAB17NhR2dnZWpnr0LBU/96pDfkRKqi0KT4+XqecckqQqgQAhDLCVAhxu93as2ePLzB5b3W9eTXehRHsR/UG1YSiwz1GzjqG0xGGwoplSfYIGXtE08OYcdUOXfUGM08Is1yVsqrKVF1dqU2bNmnTpk363//+J0my2ezq3r2bL1z17dtXvXv3ZhgVWpVlWTrjjDP0r3/9q84wtSrXsxz66NGj5XA4glEiACDEEaaCxO12a9euXX49Tps2bap1MVnJs/CCO6aD3LGpcsek1HxNlmz896EVWJZkRchERkiKaVwYM0ZWZbFsJbmylRyUrSRX9pJcuavLtXXrVm3dulXvvvuuJM8wwq5du6pfv37q06eP72tMTExLvCpAknTqqafqX//6l1YfdMgc9c296qDnd+zIkSODUBkAoC3g3Xgr2rdvn/79739r/fr12rRpk8rKal/bxFj2w8EpNlXu2BS5o5PrvSYSAmPq1KmaNm2aFi5cqLfffltWZWnTF6DAYZbn4sguZ7xcHXp4thkjq7LUE7BKc31BS1Wl2r59u7Zv367333+/5umWunTpor59+2rs2LEaO3ZsEF8M2qOhQ4cqOjpaBWVl2lV0+PfsoXJLu4ojZLPZGOIHAKgXYaoVvfrqq3rttdfq3W8kz3LfjijPsKryQtlcVbLKCmQc0b6bIpzNu3YSapk2bZq6du2qadOm6a233pJVUSzFZwS7rPbDVSWrqlxWVZnnVu39WiHZImSiEmS887qOYIzxXZx58eLF+uCDDxQRwa8tBE5kZKROPPFEffHFF1qbd/h7a12eZ1hf//79lZiYGKzyAAAhjnclrejSSy+VZVnKzc1VXl6eDh06pLy8PN/QPkuSvfSQVHromO0Yy5KJiPYLWMYRddRjb/CKYn5UAyxcuNDXM2VZlowzLtglhTZjPAHJG4qOd3NXN6r5iIgIJScn+24dOnTQSSedRJBCixg6dKi++OILbS48/P21pcBzf9iwYcEqCwDQBvDOpBV17txZv/jFL2ptr6io8AtXR94/+mtRUZEsY2RVlUpVtZfyPZqR5VmUoo6gVesWES3ZwjN4vf32254eKcuSMUYmMgzn6RjjWTyiIeGoqkyWcR2/zSNERkaqQ4cOfgGpvq9xcXFc0wqtZvDgwZKkrQVHhKlCz5C/QYMGBaUmAEDbQJgKAU6nU5mZmcrMzDzusVVVVX6BKz8/v97gVVBQ4HmDXF0uq7pcKss7bvsmwil3VKKqU3qqOqWX5AiP1dVMzcxzc/QM9PbMuGUv2KuI3E2yFeXUBCR3o5qIjo6uNxwdvS0mJoaAhJDUt29f2e12FR6xmN+eEsIUAOD4CFNtjMPhUHp6utLT0497bHV1tQoKCuoMWkdvKygokMvlklVdIXvxftmL9yty51dyJXZRdVofuZK6sghGO2GV5ikid5MicjfLVkfvZmxs7DFD0ZFfWcoc7YHT6VTv3r21YcOGI7ZaysjIUEpKStDqAgCEPsJUOxYREaGUlJQGvRlwu90qLCzUoUOHtHLlSr333ntav369IvJ3KiJ/p0yEU9UpvVSd2lvu2DQWwGhrqsoVcXCLInI3yV6S69uckJCgiRMnaty4ccrMzFRycjIX00VY6tGjx1FhyrMNAIBjIUxBkucaP0lJSUpKSlLPnj118cUXa/v27Xr33Xe1aNEi5ebmyrFvrRz71sodlaTqtD6qTu0TnnOL2gpjZM/b4QlQ+bt8Q/jsdrtGjRqlc845R6NGjeJipICk7t27N2gbAABHIkyhXt27d9fPf/5z/eQnP9Frr72mF154QaWlpbKV5yty13JF5PygsuHT6aUKUY69qxS5e4XfttNOO0233XabOnbsGKSqgNBUVy8UPVMAgOMhTKGWiooKbdiwQatXr9aaNWv0/fffq6ioyO8YI8kdn0GQCmHumGQZe6QsV6Vv2xdffKGlS5eqT58+GjJkiO+WmpoaxEqB4OvcuXODtgEAcCTCFJSfn+8LTd9//702bNigqqoqv2OMLULuuDS54jPljsuQKy5diogMUsVoCFdyN5WedKWssjzZi/bJXrRPtqJ9UmWxNmzYoA0bNug///mPJKljx44aOnSoBg8erKFDh6pbt26yheky+QhPdS3q05CFfgAA4Y0wFaZ27NihhQsXavXq1dq5c2et/W5HtCc0xWfKHZ8hd0xK2F6Dqk2zbDIxKaqOSVF1xkDPpooS2YpzfOHKVnpI2dnZys7O1vvvvy9Jio+P1+DBgzVu3DhNnjw5mK8AaBVOp1OJiYmeS0rIM4+UlfwAAMdDmApTL774oj788EPfY3dUklzxGXLHewKUccYzhK+dMs5YuZy95Erp5dlQXSl78X7Zimt6r4r3q6ioSEuXLtXSpUt1+umnKz4+PrhFA60gPT3dF6ZSUlIUEcGfSADAsfGXIkxddNFF+vTTT1VZWanqlJ6q6DWe8BSuIiLlSuosV1JnVUmyFexV1Pp3ZcloypQpBCmEjaSkJN/95OTk4BUCAGgzGLcVpoYMGaL7779fNptNEQe3ynHUqm8IT1bpIUVt+lCWjEaPHq1f/vKXwS4JaDUJCQl13gcAoD70TIWxM844Q7/61a80Z84cRe5dJXvBHpnIOBlnrNyRsTJH3hyxzJlqD4yRqitkqyyRddTNVlkiW0muLFelhgwZolmzZjHMCWElMTGxzvsAANSHd0ph7rzzzlNeXp7+9re/yV6SK5Xk1nmckWQcMTXhyvs17qjQFSPZ7K37AprBRMaq9IRpkqtaMd//V5JUOuQSyR4hExkb5OqawBipurzeoGRV1Dw2rmM207NnT82ePVtRUVGtVDgQGuiZAgA0FmEKuuqqqzRmzBjt3LlT+/fv1/79+3XgwAEdOHDAd7+6ulpWValUVSqV1N+W2xHt36MVWbuXK2QCl2XzLLThOrwMvHHGSXZHEIuqhzFSdZlslaU1oaj4cEjy3UqPG5S8kpKSlJ6errS0NKWlpSk9Pd33eNCgQYqMZNl7hJ+YmJg67wMAUB/CFCRJ3bp1U7du3erc53a7VVBQUG/Q8t4qKytlqyqTqsrq7eGSJBMRVXsYoTd0RcV7ApfVikMKbREqOfka3/2gqC6XrbzoiGBU7AlOR4Yl425QUx06dPAFJG9YOjIwpaSkyOl0tvALAtqeI3ujWHgFANAQhCkcl81mU3JyspKTk9WvX786jzHG+ALX0WHryBBWWVkpq7pc9upyqfRg3W3V9Bi5nfEyUQlyRyXIOL1f4wPfs2VZLd8bZYysqlJZ5UWyVRTKKi88/LW8SJarogFlWr6gdHRvkvdxamqqHI4Q7FkD2oDY2Ng67wMAUB/CFALCsiwlJSUpKSlJffv2rfMYY4wKCwtrBa0jA9e+fftUVVUlq7xAtvICqeCoNiTPIhlR8XI7E44KW/GSPYjD04zbMwSvokC28iLZygtlVRTWfC2S5a4+5tM7dOigzMzMOnuT0tLSlJKSQlACWlB0dHSd9wEAqA9hCq3GsiwlJiYqMTFRvXv3rvMYl8ulAwcOaM+ePb7b3r17fffLyspkVRZLlcWyK7vW801ElNy1erM8XxXhbP61tNzVsipqgtLRvUwVRbKMqfepNptN6enp6ty5s7KystSpUyffLSsrizdvQJAdOVeQeYMAgIYgTCGk2O12ZWZmKjMzUyeddJLfPmOM8vLy/ELW7t27fWGroKDAM4SwuFz24v212jZ2h683y7NaXwODlavCMxSvotAzd+kYhzocDnXs2LHOwJSZmUnPEhDCjgxQzCsEADQEYQpthnfOUIcOHTRkyJBa+4uLi+sNWgcOHJDlqpK99GC9c7UaKiYmxq9H6cjglJqaKrs9RFYrBNAoRwYoPvgAADQEYQrtRlxcnPr161fnIhkVFRXKzs72BayDBxseqKKionzBqVOnTkpKSpLV3OGCAELOkRepJkwBABqCMIWw4HQ61b17d3Xv3j3YpQAIUUeGKXqYAQAN0YoX8wEAIHQdGaCODFYAANSHMAUAgOiZAgA0HmEKAAB5Ll9Q130AAOrDXwsAAESYAgA0Hn8tAAAQQ/sAAI1HmAIAQOKSBwCARiNMAQAg/6F9BCsAQEMQpgAAEAEKANB4hCkAAESYAgA0HmEKAAD5hyljTBArAQC0FYQpAACOQi8VAKAhCFMAAIieKQBA4xGmAAAQYQoA0HiEKQAA5B+mGOYHAGgIwhQAAAAANAFhCgAAAACagDAFAMBRmDMFAGgIwhQAAGLOFACg8QhTAAAAANAEhCkAAERvFACg8QhTAAAchTlTAICGIEwBACDmTAEAGo8wBQAAAABNQJgCAAAAgCaICHYBAACEir59+6qoqEidO3cOdikAgDaAMAUAgDzzpP7yl7/I7XbL4XAEuxwAQBtAmAIAoEZEBH8WAQANx5wpAAAAAGgCwhQAAAAANEG7CVPPPPOMevTooaioKJ100kn67LPPgl0SAAAAgHasXYSphQsXaubMmbrnnnv03Xff6YwzztDkyZO1c+fOYJcGAAAAoJ2yjDEm2EU018iRI3XiiSfq2Wef9W0bMGCALrzwQs2ePbvW8RUVFaqoqPA9LiwsVJcuXVRQUKCEhIRWqRkAAABA6CksLFRiYmKDskGb75mqrKzUN998o7POOstv+1lnnaUvv/yyzufMnj1biYmJvluXLl1ao1QAAAAA7UibD1O5ublyuVzKyMjw256RkaGcnJw6n3PXXXepoKDAd9u1a1drlAoAAACgHWk3F9SwLMvvsTGm1jYvp9Mpp9PZGmUBAAAAaKfafM9Uamqq7HZ7rV6o/fv31+qtAgAAAIBAafNhKjIyUieddJIWLVrkt33RokUaPXp0kKoCAAAA0N61i2F+d9xxh6666iqdfPLJGjVqlJ577jnt3LlTP/vZz4JdGgAAAIB2ql2EqWnTpungwYN68MEHlZ2drcGDB+udd95Rt27dgl0aAAAAgHaqXVxnqrkas5Y8AAAAgPYrrK4zBQAAAADBQJgCAAAAgCYgTAEAAABAExCmAAAAAKAJ2sVqfs3lXYOjsLAwyJUAAAAACCZvJmjIOn2EKUlFRUWSpC5dugS5EgAAAAChoKioSImJicc8hqXRJbndbu3du1fx8fGyLCvY5SAICgsL1aVLF+3atYvl8YEwxu8CAPwegDFGRUVFysrKks127FlR9ExJstls6ty5c7DLQAhISEjgFycAfhcA4PdAmDtej5QXC1AAAAAAQBMQpgAAAACgCQhTgCSn06n7779fTqcz2KUACCJ+FwDg9wAagwUoAAAAAKAJ6JkCAAAAgCYgTAEAAABAExCmAAAAAKAJCFMAgLC3ePFiWZal/Px8SdL8+fOVlJQU1JoAtLym/KzPmDFDF154YYvUg7aHMIV2i192QPsxY8YMWZaln/3sZ7X23XTTTbIsSzNmzAjY+aZNm6aNGzcGrD0Ara++9wFHfnjCzzqaizAFAGgTunTpon/+858qKyvzbSsvL9err76qrl27BvRc0dHRSk9PD2ibAEIPP+toLsIUwtKSJUs0YsQIOZ1OdezYUb/97W9VXV0tSXrrrbeUlJQkt9stSVq5cqUsy9Kvf/1r3/N/+tOfavr06UGpHQhXJ554orp27arXXnvNt+21115Tly5dNHz4cN82Y4zmzJmjnj17Kjo6WsOGDdN//vMfv7beeecd9e3bV9HR0Ro/fry2b9/ut//ooT91fcI9c+ZMjRs3zvd43LhxuvXWWzVz5kwlJycrIyNDzz33nEpKSnTttdcqPj5evXr10rvvvtvsfwsAgVHXML+HH35Y6enpio+P1w033KDf/va3OuGEE2o9949//KM6duyolJQU3XzzzaqqqmqdohFSCFMIO3v27NG5556rU045RatWrdKzzz6r559/Xg8//LAkacyYMSoqKtJ3330nyRO8UlNTtWTJEl8bixcv1tixY4NSPxDOrr32Ws2bN8/3+IUXXtB1113nd8y9996refPm6dlnn9UPP/yg22+/XVdeeaXvZ3jXrl26+OKLde6552rlypW+N0uB8OKLLyo1NVVff/21br31Vv385z/XZZddptGjR+vbb7/V2WefrauuukqlpaUBOR+AwPrHP/6h3//+93r00Uf1zTffqGvXrnr22WdrHffJJ59oy5Yt+uSTT/Tiiy9q/vz5mj9/fusXjKAjTCHsPPPMM+rSpYuefvpp9e/fXxdeeKEeeOABPfbYY3K73UpMTNQJJ5ygxYsXS/IEp9tvv12rVq1SUVGRcnJytHHjRr9PpAG0jquuukqff/65tm/frh07duiLL77QlVde6dtfUlKixx9/XC+88ILOPvts9ezZUzNmzNCVV16pv/71r5KkZ599Vj179tQTTzyhfv366YorrgjYfKthw4bp3nvvVZ8+fXTXXXcpOjpaqamp+slPfqI+ffrovvvu08GDB7V69eqAnA/Asb399tuKi4vzu02ePLne45966ildf/31uvbaa9W3b1/dd999GjJkSK3jkpOTfe8jzjvvPE2ZMkUfffRRS74UhCjCFMLOunXrNGrUKFmW5dt22mmnqbi4WLt375bkGa6zePFiGWP02Wef6YILLtDgwYP1+eef65NPPlFGRob69+8frJcAhK3U1FRNmTJFL774oubNm6cpU6YoNTXVt3/t2rUqLy/XpEmT/N48vfTSS9qyZYskz++AU0891e93wKhRowJS39ChQ3337Xa7UlJS/N6IZWRkSJL2798fkPMBOLbx48dr5cqVfre///3v9R6/YcMGjRgxwm/b0Y8ladCgQbLb7b7HHTt25Oc6TEUEuwCgtRlj/N5EebdJ8m0fN26cnn/+ea1atUo2m00DBw7U2LFjtWTJEuXl5THEDwii6667Trfccosk6c9//rPfPu9cx//973/q1KmT3z6n0ynp8M97Y9hstlrPq2t+hMPh8HtsWZbfNu/vGG+dAFpWbGysevfu7bfN+8Fpfep7j3Ckun7W+bkOT/RMIewMHDhQX375pd8vxy+//FLx8fG+N1/eeVNz587V2LFjZVmWxo4dq8WLFzNfCgiyc845R5WVlaqsrNTZZ5/tt2/gwIFyOp3auXOnevfu7Xfr0qWL75hly5b5Pe/ox0dLS0tTdna237aVK1c2/8UACCn9+vXT119/7bdtxYoVQaoGbQFhCu1aQUFBre79G2+8Ubt27dKtt96q9evX6//+7/90//3364477pDN5vmR8M6bWrBggW9u1JgxY/Ttt98yXwoIMrvdrnXr1mndunV+w2wkKT4+Xr/61a90++2368UXX9SWLVv03Xff6c9//rNefPFFSdLPfvYzbdmyRXfccYc2bNigV1555bgTx88880ytWLFCL730kjZt2qT7779fa9asaamXCCBIbr31Vj3//PN68cUXtWnTJj388MNavXp1rd4qwIthfmjXFi9e7LdksiRdc801euedd/TrX/9aw4YNU4cOHXT99dfr3nvv9Ttu/Pjx+vbbb33BKTk5WQMHDtTevXs1YMCA1noJAOqQkJBQ776HHnpI6enpmj17trZu3aqkpCSdeOKJuvvuuyVJXbt21X//+1/dfvvteuaZZzRixAg98sgjtVYFPNLZZ5+t3/3ud7rzzjtVXl6u6667TldffbW+//77gL82AMFzxRVXaOvWrfrVr36l8vJy/ehHP9KMGTNq9VYBXpZpyuBxAAAAIAxMmjRJmZmZevnll4NdCkIQPVMAAACApNLSUv3lL3/R2WefLbvdrldffVUffvihFi1aFOzSEKLomQIAAAAklZWVaerUqfr2229VUVGhfv366d5779XFF18c7NIQoghTAAAAANAErOYHAAAAAE1AmAIAAACAJiBMAQAAAEATEKYAAAAAoAkIUwAAAADQBIQpAEBIMsboxhtvVIcOHWRZllauXFnntnHjxmnmzJnBLjegtm/f7nt9AIDQxdLoAIBmsSzrmPuvueYazZ8/v9Htvvvuu7rgggu0ePFi9ezZU6mpqVq0aFGtbYWFhXI4HIqPj2/iK/DYvn27evTo4XscFxenrl27+sJanz59mtV+Y7hcLh04cECpqamKiIjQ4sWLNX78eOXl5SkpKanV6gAAHFtEsAsAALRt2dnZvvsLFy7Ufffdpw0bNvi2RUdH+x1fVVUlh8Nx3Ha3bNmijh07avTo0cfc1qFDh+aUX8uHH36oQYMGqbS0VN9//72efPJJDRs2TG+99ZYmTJgQ0HPVx263KzMzs1XOBQBoOob5AQCaJTMz03dLTEyUZVm+x+Xl5UpKStK//vUvjRs3TlFRUVqwYIEOHjyo6dOnq3PnzoqJidGQIUP06quv+tqcMWOGbr31Vu3cuVOWZal79+51bpNUa5hfRUWF7rzzTnXp0kVOp1N9+vTR888/3+DXk5KSoszMTPXs2VMXXHCBPvzwQ40cOVLXX3+9XC6X77i33npLJ510kqKiotSzZ0898MADqq6u9u23LEt///vfddFFFykmJkZ9+vTRm2++6dufl5enK664QmlpaYqOjlafPn00b948Sf7D/LZv367x48dLkpKTk2VZlmbMmKGXXnpJKSkpqqio8Kv/kksu0dVXX93g1wsAaDp6pvD/27m7kCb7P47jbxush+mCKCtMLBNyB1O01E4sodXqKGt1UFoOybRnDyoXpCVh9GTWPAiKGAhBGkHZJGsdFEGBYkShw7LEYCBmHUQPGrj7f3Dj+Gve3Lu3Hog+LxhcXL/r+v2+184+XL/rKyLyw1VUVFBbW4vH42Hy5MkMDQ2xePFiKioqMJvNtLS0sGXLFpKTk8nJyeH8+fMsXLiQixcv0t7ejsFgwGg0fnNuIlu3buXx48e43W7S09Pp7e1lcHAw4tonTZrEvn37WLduHR0dHWRnZ3Pnzh0KCwtxu93k5uby6tUrtm/fDsCRI0dC91ZXV3Pq1ClOnz5NfX09BQUF9PX1MWPGDCorK+nq6uL27dvMnDmTnp4evnz58s36iYmJXL9+HYfDQXd3N2azmalTp2I0Gtm7dy/Nzc1s3LgRgMHBQbxeL62trRE/r4iIhE9hSkREfrjy8nLWr18/5tz+/ftDx3v27KG1tZVr166Rk5PD9OnTiYuL+2a720Tn/t+LFy9oamrC5/Nhs9kASE5Ojrr+1NRU4O83RtnZ2dTU1OByuSgqKgqtcezYMQ4ePDgmTDmdTjZt2gTA8ePHqa+vp62tjdWrV/PmzRsyMjJYsmQJQOhN23gGgyG0lTE+Pn7MN1ObN2/G4/GEwtSVK1eYN28eeXl5UT+ziIj8O4UpERH54UYDw6iRkRFOnDhBY2MjgUCA4eFhhoeHMZlMUa3z9OlTDAYDy5cvj2qe8UZ7NY022+jo6KC9vZ2amprQNSMjIwwNDfH582emTZsGQFpaWmjcZDIRFxfHwMAAADt27MDhcPDkyRNWrVpFfn7+mG/BwlFSUkJWVhaBQICEhAQ8Hg9Op/Nfm4KIiMj3oTAlIiI/3PiQVFtbS11dHefOncNqtWIymSgvL+fr169RrTO+2cX34vf7AULd/oLBINXV1d+8bQOYMmVK6Hh8o42YmBiCwSAAa9asoa+vj5aWFu7du8eKFSvYtWsXZ86cCbuujIwM0tPTaWhowG638/z5c27duvWfn09ERCKjMCUiIj/dw4cPWbt2LYWFhcDf4eTly5dYLJao5rVarQSDQR48eBDa5hetYDCI2+1mwYIFZGRkAJCZmUl3dzcpKSlRzT1r1iycTidOp5Pc3FwOHDgwYZgyGo0AYxpgjNq2bRt1dXUEAgFsNhuJiYlR1SQiIuFTNz8REfnpUlJS8Pl8PHr0CL/fT2lpKf39/VHPO3/+fIqKiiguLubGjRv09vZy//59mpqawp7j3bt39Pf38/r1a5qbm7HZbLS1tXH58uVQ04uqqioaGho4evQonZ2d+P1+GhsbOXz4cNjrVFVVcfPmTXp6eujs7MTr9f5jmExKSiImJgav18vbt2/5+PFjaKygoIBAIMClS5coLi4Oe30REYmewpSIiPx0lZWVZGZmYrfbycvLY86cOeTn53+XuS9cuMCGDRvYuXMnqamplJSU8OnTp7Dvt9lszJ07F6vVisvlwmKx8OzZs1B7cgC73Y7X68Xn85GVlcXSpUs5e/YsSUlJYa9jNBo5dOgQaWlpLFu2DIPBwNWrVye8NiEhgerqalwuF7Nnz2b37t2hMbPZjMPhIDY29rv9hyIiEp6Yv0a/qhUREZHf0sqVK7FYLLjd7l9diojIH0VhSkRE5Df1/v177t69S0FBAV1dXSxatOhXlyQi8kfRNj8REfkjlJWVERsbO+GvrKzsV5cXkczMTEpLSzl58qSClIjIL6A3UyIi8kcYGBjgw4cPE46ZzWbi4+N/ckUiIvK7U5gSERERERGJgLb5iYiIiIiIREBhSkREREREJAIKUyIiIiIiIhFQmBIREREREYmAwpSIiIiIiEgEFKZEREREREQioDAlIiIiIiISgf8BezUB0UkFHHoAAAAASUVORK5CYII=", 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yySW5nqu1bNkyHT16VPfdd5+qVKlSqLpyExwcrP79++uVV17R+vXr9ccffyg8PFyjR4+2d2s8fvx4gQNlFPZvwyb7urZzr0aMGCFPT0+Hm21An8KGZgClp3IMEwSgXPP19VX//v317rvvKi4uTjNmzFBgYKB9sIW82A6oczt34ciRI6pWrVqp1FuQevXq2U+gL4yQkBC5ubnl+TokFeu1lNZ2bWrVqmV/ne3atVNERITuuOMOjR07Vq+//rqkzPeoMM8/Z84c1a1bV3PnznVoZUlJSXF4XGhoqNLT03XixAmHQBUfH1/s11FYZ86c0aJFizR27Fj93//9n0ONJ0+ezLH+smXLdO+992rQoEEaP358juVz5szRXXfdZT8Pzuaff/7J9WA/+8ALttef22vPbd4999yje+65RwkJCVq1apXGjh2rnj17aseOHfm20vTv31+PP/64Zs2apQkTJujDDz9Unz59FBISYl/Hw8NDjz/+uB5//HGdPn1a33//vZ5++ml1795dBw8elJ+fX57blwq3L+Xl2muv1bXXXquMjAxt3LhRr732moYPH67w8HDdfvvt9vVGjhyp3bt366677lJ6erruuuuufLdbWJdddpluv/12TZ8+XTt27NBVV12l6tWr69ChQ/k+rrB/GzbZ33/b8lGjRunmm2/O9TkaNmxY6NcBoHTQMgWgTAwePFgZGRmaOnWqvv32W91+++0FHoC1adNGvr6+mjNnjsP8Q4cO2buXVQT+/v5q3bq15s2b59AiYbVaNWfOHNWqVct+In5RWsmKst2SMHDgQHXs2FHvvvuuvUtk586d9cMPP9gPEG0++OAD+fn52Uc6tFgs8vLycjhgjI+PzzGaX6dOnSRJH330kcP8vK5VVpIsFouMMTmGo37vvfeUkZHhMG/z5s265ZZbdN111+mdd97Jc3vZt/XNN98U+npkDRs2VI0aNfTJJ5/IGGOfv3//fq1ZsybPx/n7+6tHjx4aPXq0UlNTtWXLlnyfJyQkRH369NEHH3ygRYsWKT4+3qGLX3ZVqlTRrbfeqqFDh+rkyZPFuiZabvtSQdzd3dW6dWv973//k5TZrS8rNzc3vf322xo2bJgGDRqkN998s0g1nThxIs9BLWytdrZWpR49emjFihX5drPr3Lmztm7dmqPODz74QBaLxb6v56Vhw4aKiYnR77//nmvLaqtWrRQYGFiUlwigFNAyBaBMtGrVSk2bNtX06dNljCmwi5+UedA2ZswYPf3007rrrrvUv39/nThxQuPHj5ePj4/Gjh1bBpWXjEmTJqlr167q1KmTRowYIS8vL73xxhv666+/9Mknn9hDxuWXXy5JeueddxQYGCgfHx/VrVs3R7e3om63pEyePFmtW7fWc889p/fee09jx47VokWL1KlTJz3zzDOqWrWqPvroI33zzTeaMmWKgoODJUk9e/bUvHnzNGTIEN166606ePCgnnvuOdWoUcNhVMZu3bqpffv2evLJJ5WQkKBWrVrp559/1ocffliiryM3QUFBat++vaZOnapq1aopOjpaK1eu1Pvvv+/QknT27FndcMMN8vX11YgRI3J0dWvcuLGCgoLUs2dPzZo1S5deeqmaNm2qTZs2aerUqYW+jpKbm5uee+453Xffferbt6/uv/9+nT59WuPGjcvRze/++++Xr6+v2rVrpxo1aig+Pl6TJk1ScHCwrrzyygKf695779XcuXP18MMPq1atWurSpYvD8l69eunyyy9Xq1atVL16de3fv1/Tp09XnTp18j3vMT/Z96XcvPXWW/rhhx904403qnbt2kpOTraPDJq9RpuXXnpJgYGBGjJkiM6fP6+RI0cWqp4VK1Zo2LBhGjhwoNq2bavQ0FAdO3ZMn3zyiZYsWaK77rrL/t49++yzWrx4sdq3b6+nn35aTZo00enTp7VkyRI9/vjjuvTSS/XYY4/pgw8+0I033qhnn31WderU0TfffKM33nhDDz30UKG+6Hj77bfVo0cPde/eXYMGDVLNmjV18uRJbdu2Tb/++qs+//zzQr02AKXImaNfAHAtr7zyipFkGjdunOvy7KP52bz33numadOmxsvLywQHB5vevXubLVu2OKxTlNH8chvRToUYKc426trnn3+e73q5jeZnjDGrV6821113nfH39ze+vr7m6quvNgsXLszx+OnTp5u6desad3f3XLeTXWG2W5zR/PJa97bbbjMeHh5m165dxhhj/vzzT9OrVy8THBxsvLy8TLNmzXKt+YUXXjDR0dHG29vbNGrUyLz77ru5vm+nT5829957r6lSpYrx8/MzXbt2NX///XexR/MbOnRorstyGznx0KFD5pZbbjEhISEmMDDQXH/99eavv/4yderUMXfffbfD7yevm217p06dMoMHDzZhYWHGz8/PXHPNNWb16tU59suC9qv33nvPxMTEGC8vL9OgQQMzY8YMc/fddzuM5jd79mzTqVMnEx4ebry8vExkZKTp16+f+eOPPwr1e8rIyDBRUVFGkhk9enSO5S+99JJp27atqVatmvHy8jK1a9c2gwcPLnDEvKLuS9n3h7Vr15q+ffuaOnXqGG9vbxMaGmo6dOhgFixYUOBzTJ061UgyzzzzTKF+BwcPHjT//e9/Tbt27UxERITx8PAwgYGBpnXr1ua1115zGAHUtv69995rIiIijKenp/13fvToUfs6+/fvNwMGDDChoaHG09PTNGzY0EydOtVhFL6Cfke///676devnwkLCzOenp4mIiLCXHfddeatt94q1OsCULosxmTpOwAAAAAAKBTOmQIAAACAYuCcKQBAhZOenp7vcjc3N7m58X0hMrG/ACgtfHIAACqUffv25bjuTvbbs88+6+wyUY4UtL/kN3ohAOSHlikAQIUSGRmpDRs2FLgOYFPQ/uKsa9YBqPgYgAIAAAAAioFufgAAAABQDHTzk2S1WnXkyBEFBgaW+AUuAQAAAFQcxhidO3dOkZGRBQ5OQ5iSdOTIEUVFRTm7DAAAAADlxMGDB1WrVq181yFMSQoMDJSU+QsLCgpycjUAAAAAnOXs2bOKioqyZ4T8EKYke9e+oKAgwhQAAACAQp3+wwAUAAAAAFAMhCkAAAAAKAbCFAAAAAAUA2EKAAAAAIqBMAUAAAAAxUCYAgAAAIBiIEwBAAAAQDEQpgAAAACgGAhTAAAAAFAMhCkAAAAAKAbCFAAAAAAUA2EKAAAAAIqBMAUAAAAAxUCYAgAAAIBiIEwBAAAAQDEQpgAAAACgGAhTAAAAAFAMhCkAkqQxY8aoZ8+eWr16tbNLAQAAqBAIUwCUkpKilStX6uzZs/r++++dXQ4AAECFQJgCoNTUVPt9Y4wTKwEAAKg4CFMAlJKSYr+fkZHhxEoAAAAqDsIUAIeWqaz3AQAAkDfCFACHAJWcnOzESgAAACoOwhQAJSUl2e9n7fIHAACAvBGmADgEKFqmAAAACocwBcChZYowBQAAUDiEKQAOAYowBQAAUDiEKdhxfSHXlZiYmOt9AAAA5I0wBUnS6NGjFRsbq/Pnzzu7FDhB1gCVmpqq9PR0J1YDAABQMRCmIElavXq14uPjtXHjRmeXAifI3hqV9RwqAAAA5M7D2QWgfKGrn2vKHqYSEhIUGBjopGrgDOfOndPzzz+vEydOKDIyUqNHj5a3t7ezywIAoFyjZQoEKOQapuBaVq5cqbVr12rHjh368ccftWHDBmeXBABAuUeYAmEKOc6V49w51/PXX3/lOw0AAHIiTEFWq9V+n2DlmrKHJ1qmXIsxxn6+pLV25ucBLVMAABSMMAVlZGTY71ssFidWAmehZcq17dixQ8eOHZNxNzKXZ36hsnPnTh09etTJlQEAUL4RpkBrFHTu3DlJUqCn1WEarmHZsmWZd2pI8pdMdeM4HwAA5IowBYdufnBNtpaoMF+rwzQqv7S0NHtosnXxM3Uyw9TixYv5sgUAgHwQpuDQzY8DJ9djjNHZs2clSeF+mfuCbRqV36pVq3Tq1CkZH5PZMiXJ1DIyHkYHDx7Ur7/+6twCAQAoxwhTcGiZ4pwp15OcnKz09HRJF1um6ObnOubPny9JMvXMxf8Inhdbp+bNm+ekygAAKP8IU3BomaLLn+uxtUK5W4yqelsd5qFy27Vrl/744w/JciFMZWEuyZz++eefGYgCAIA8EKbgEKAIU67H1goV4GkU4Jl5AE2Ycg0LFiyQJFlrWiXfbAuDMweisFqt+uabb8q+OAAAKgDCFBxaprLeh2s4c+aMJMKUq0lLS9P3338vKWerlI1t/pIlSzifEgCAXBCmQJhycbaWKX9PqwK96ObnKjZt2qTz58/LeBvJX1JCzpuJMDLuRvHx8dq+fbtT6wUAoDzycHYBcD7ClGuzBacADyN/j8zWh3PnzskYw4AkldjGjRslZXblc1/snus6GTdkSOGSjmSuf+mll5ZhhQAAlH+0TIEw5eLsYSpLN7+MjAwlJiY6syyUsp07d2beqZr/eqaacVwfAADYEabgEKBsQ2TDdWQNU17ukqdb5sGz7VwqVE5xcXGSJOOf/7lQJtA4rA8AAC4iTMEhQNEy5XpsYcr/QquUrXWKa01VbklJSZl3CursfWF5cnJyqdYDAEBFRJgC3fxcXNYBKCTZz5tiEIrKzdf3wljoaQWsmJZtfQAAYEeYgkPLFN38XI/9OlMXQpQtVNEyVbnVqFFDkmRJzH+QEcv5zOURERGlXhMAABUNYQq0TLm48+fPS7rYzc/WMmWbj8qpQYMGmXdO5r+e5R+L4/oAAMCOMAXOmXJxthYovwshyo9zplzClVdeKUmyHMunZSpd0tHMu61atSr9ogAAqGAIU6Cbn4vLq2WKMFW5tWjRQkFBQbKk5h2mLEctsmRYFBkZScsUAAC5IEyBMOXCrFarEhISJEm+7hdapi6EKa4zVbl5enqqS5cu+a5jOZAZtLp3784FnAEAyAVhClxnyoXZh8eW5HshRPkQplzGTTfdlO9yyymL3NzcdOONN5ZRRQAAVCxODVOrVq1Sr169FBkZKYvFoq+++sphuTFG48aNU2RkpHx9fdWxY0dt2bLFYZ2UlBQ98sgjqlatmvz9/XXTTTfp0KFDZfgqKj5aplyXLTC5W4w8L3wa2FqobC1WqLzq1aunRo0a5bvOtddeq7CwsDKqCACAisWpYSohIUHNmjXT66+/nuvyKVOmaNq0aXr99de1YcMGRUREqGvXrg7ncgwfPlzz58/Xp59+qp9++knnz59Xz549GUihCBiAwnXZApOPu5GtFxctU67l+uuvz3f5zTffXEaVAABQ8Xg488l79OihHj165LrMGKPp06dr9OjR9n/ms2fPVnh4uD7++GP95z//0ZkzZ/T+++/rww8/tPf9nzNnjqKiovT999+re/fuZfZaKjJaplyXrZufj/vFeb7ujstQudlG9ctNZGSkmjdvXnbFAABQwZTbc6b27t2r+Ph4devWzT7P29tbHTp00Jo1ayRJmzZtUlpamsM6kZGRuvzyy+3r5CYlJUVnz551uLkyzplyXSkpKZIk7wtd+yTJ68J92zJUbu7u7nku69SpEwNPAACQj3IbpuLj4yVJ4eHhDvPDw8Pty+Lj4+Xl5aWQkJA818nNpEmTFBwcbL9FRUWVcPUVC938XJctMHm4GSVnSMkZkqeFMIVM7dq1c3YJAACUa+U2TNlk/1bUGFPgN6UFrTNq1CidOXPGfjt48GCJ1FpR0TLlupKTkyVJnm7SfStCdN+KEPu5U7ZlcF2hoaHOLgEAgHKt3IapiIgIScrRwnTs2DF7a1VERIRSU1N16tSpPNfJjbe3t4KCghxurixrmKJlyrWkpqZKuti1T5I83YzDMgCuIy0tTevWrdOZM2ecXQoAVAjlNkzVrVtXERERWrZsmX1eamqqVq5cqbZt20qSWrZsKU9PT4d14uLi9Ndff9nXQcEYgMJ12d5v9ywNue5ujssAuI65c+fqySef1LPPPuvsUgCgQnDqaH7nz5/Xrl277NN79+7V5s2bVbVqVdWuXVvDhw/XxIkTFRMTo5iYGE2cOFF+fn4aMGCAJCk4OFiDBw/WE088odDQUFWtWlUjRoxQkyZN7KP7oWC0TLkuW2Bys1xsmXK/cJ8wBbie7777TpK0YcMGJ1cCABWDU8PUxo0b1alTJ/v0448/Lkm6++67NWvWLD355JNKSkrSkCFDdOrUKbVu3VpLly5VYGCg/TEvv/yyPDw81K9fPyUlJalz586aNWtWviNUwREDULguW1e+DOvFeWdTMpum0tPTC3WOIgAAgKtyapjq2LGjjDF5LrdYLBo3bpzGjRuX5zo+Pj567bXX9Nprr5VCha6Bbn6u6/Tp05KkLae87POe//XiOYQZGRny8HDqxwQAAEC5VW7PmULZyTrQQFpamhMrQVnL78sMAK4n62cCnw8AUDDCFBy69lmt1nzWBABUZlkD1Llz55xYCQBUDIQpcJ0pAICkzIGhbE6ePOnESgCgYiBMgdH8kCe6+QCuIz093X4epSSdOHHCecUAQAVBmAJhyoUVNFIfI/kBriMuLs7hC5QjR444sRoAqBgIUyBMuTA3t/w/ArjEAOA6Dh065DB98OBBJ1UCABUHYQoMQOHC8gtLFouFlinAhRw4cCDfaQBATlxABg7dOghTriW/MEWrFOBa9u7dK0mqLelAlmm4jrNnz2r37t32aW9vbzVq1Igv1oB8EKbAaH4uLL9ufgV1AQRQuWzfvl2SdIUyw1RcXJzOnTunwMBAp9aFsrFnzx4NHTpUCQkJDvOvueYaPf/88/xPqESsVqtOnjypU6dOFftLdHd3d1WtWlUhISEuH7YJU3AIULRMuRZPT888l3l48PEAuIqUlBTtu9ASVV9SiKRTknbs2KGWLVs6szSUgbNnz+rpp59WQkKCfDz95eXuI0k6n3JaP/30k2bOnKnBgwc7uUoUhjFGZ86c0bFjx/K8/fPPPyX25bmnp6eqV6+usLCwPG+BgYGVOnBxtASHAEWYci35Bab8ghaAymX37t3KsFrlLylIUqQyw9T27dsJU5Vcenq6xo8fryNHjsjfK1hdGt8hb08/SdK+f7bol73favbs2apfv746dOjg5GpdmzFGCQkJ+Qal48ePKyUlpVDb83JzU3EzjjFGqVajtLQ0HTlyJN/RP318fPINW2FhYfLz8yteIeUAYQqEKRdGmAIgSdu2bZOUGaIssqiWjLZI+vvvv51aF0pXWlqapk6dqg0bNsjdzUPtYvrYg5QkRVe7TKcTj2rH0U2aMGGCfH19ddVVVzmx4srHGKPExER7t7usP233s85PTk4u1Ha93Czy8XCXj7ubfNzd5ePh+NPb3U1u/7K1yGqMUjKsSk7PUFKGVckZGUpOd/yZZjVKTk7WgQMH8h3UxtfX195tMCQkxH6/atWqDvdDQkLKXfAiTIEw5cLyC1MMQAG4DltoqnVhuuaFn1u3bnVKPSh9p0+f1n//+1/98ccfssiiq+r2UBW/sBzrNY3qqLNJJxR/dp+efPJJDR06VLfeemul7rb1b9lakPIKR9nnpaamFmn7Hm4W+bi7y9fd7WJgsoUldzd5e7jL/V+8P8npGUpIz5C/h7t8PPI+FnCzWOTr4S5fD3eF5LFOhtVkhqsLoSs5l9CVboySkpJ0+PBhHT58uMD6fHx8cgSsvMKXr69vqe+rhCkwNLoL8/LyKtYyAJWLrWUqXFKqjGpIskj28yuqVavmzPJQwvbs2aP/+7//U3x8vDzdvXR1vV6qUaVeruu6WdzULuZmbdq/VPv++Uuvvfaa9u3bp+HDh9ODIQur1aopU6bo119/LVZAcrdY5OXuJm83t8yf7m7ycrNcvO/uLm83i7zc3eXhVnrh4ND5JG09dV7GGFksFjUOCVCtAN9ib8/dzSJ/Nw/557OrpFutSsmwKjXDqhTrhZ8ZVqVmvX9hmdVIycnJBXYttPH29lbVqlXVvn17DR06tNivIz+EKdAy5cLy+0fIP0nANSQlJdm733x6Yd4YSdUkHZe0c+dOwlQlsm7dOo0dO1ZJSUny9w7WNTE3K9g3//fX3c1dV0Zfr2Dfavr94I9auHChDh06pOeee05BQUFlU3g59/fff+vbb791mOdusVwIQm7ycnOz33cITBeWlWZAKqzk9AxtPXVePXv2VGxsrObOnatvFi1SNR+vfFuo/i0PNzd5uLnlG7ikzBa/jAtdC3MLWqkO9y+sm5KiuLg4zZ07V3379lVkZGTJ11/iW0SFQ5hyXbRMAbAFKT9JiVnmhykzTO3fv19t2rRxQmUoaV9//bVefvllWa1WVQ+MUtv6veXtUbhWB4vFooYRVyrIJ1Rrdy/Ub7/9piFDhmjKlCmlcoBa0fz888+SMs9VivDzUaCXh3w93C+0MLnJ081S7rtGJqRnyBij2NhY1a5dW7GxsVq4cKES0zNKNUwVlsVikYfFkhm8cllujFGa1dgDVWJ6hs6lpisuIVnpxujnn3/WbbfdVuJ1EabgcNFeKTNQcT0J10DLFID9+/dLymyJynp6ePVsy1FxWa1WvfPOO/r4448lSdHVLlfLOt3k7lb0A+QaVerpukYDtHrHlzpw4IAeeughTZo0SY0bNy7psiuUuLg4SVKq1ejA+aQcyy1Sni1T3tlarjwszgle/h7uslgsmjt3rr1lys1ikZ8Tg5QxRum21qhcWqKyT5t8tmV7j0oaYQo5WqMIU66DlikABYWp/EbgQvmXkZGhCRMm6Pvvv5ckXRbZTo0j2zgcrFuNVUmp53J9vK9XoNwsjscEVfyqq0vjO7R655c6deqYhg0bpueee05XX3116b2Qcm7o0KG65JJLdOLECfvAErbb+fPnZaQLgy8U3APIzSLHboEXApi3u7u8PdzsI/SVdGuXj4e7GocE6JtFi7Rw4UK5WSxqFBJQKq1StqHVU7IMRpGS5VyprOEpv4CUm6CgIPsgFKGhoQoJCVH16tV14403lvjrkAhTUO4tU3ANtEwBOH36tCQpMNv8oGzLUTGtXr1a33//vSwWN10Z3V3R1S7PsU5S6jl988c7uT7+xqYPyN87OMd8X68Adbq0v9buXqD4M3s1ZcoUffbZZy57wffQ0FANHDgw12WpqakOo/dlvWWfn5iYmDnIQiGCl5tF9mHOfbKO7HdhCHRvd3d5FTFw1QrwVTUfLyWmZ8ivgNH88pIZlKwXQtLFUftSso3qV5SQFBAQkGPEvqyBKeuw6mV9/OKaezwcZA9P2cMVKi9apgAkJWV2Scr+F+994WdiYqJQcX3xxReSpEsjrso1SP0bnu5eale/j775/W39888/WrlypTp37lyiz1EZeHl5KTw8XOHh4QWum5ycnGvQOnHihE6cOKHjx4/r+PHjOnXqlKxGSkzPUGJ6Rp7bs0gOQcs7y7WmAr08cu3C51OIEJWQlq5zaelKsQ1xfiH8JadnFLo1yWKxKCQkRGFhYapWrZqqVavmEJSyBiZvb++CN+gkhCnQMuXC8gtM5fmDC0DJSUhIkHQxPNkQpiq+nTt3Zl5HyuKmS8KaF+oxvXr1sp8vs2jRIiWlns+1ZcrG3c1D9cKaa+uRNZo3bx5h6l/y8fFRZGRkgYN6pKam6p9//tGxY8fsAev48eP26WPHjunUqVMyxigpw6qkPFq5Aj09FO7nrXBfb/l7uufZimWM0bm0dB1NTNHRxBQl5BPgJMnNzU2hoaGqXr26wy0sLExhYWGqXr26QkNDK0UvGMIUcj1nCq4hv3PjaJkCXENaWpokKfv30LYDhKJeLwflx/r16yVJ1QJqys8re0fO3OUYyS31rC5exjl3UVUbauuRNfrzzz+VkJAgf//cxlpDSfLy8iowdKWlpdlbs7KHrvj4eO3YsUPn0tJ17ky6dp1JkL+Hu8IuBKsgr8xPgNOpaTqamKJjiSkOgczDw0MNGza0ByPbT9v9qlWrukyXT9d4lchX9pYpuvlB4pwpwFUEBARIkpKzzU/KthwVT5MmTSRJ/5w7pNOJx1TFL6zAx2Qdyc1iscjPq+DrSO069pskqV69evL1Lf4FXlGyPD09FRERoYiIiFyXnz59WmvWrNGqVau0YcMGJaSlae/ZRO09m6ioAF+lWq06mphiX9/Hx0etW7dW+/bt1aZNGz4bLiBMgXOmkCvCFOAabBddzT6Ys61zX3Bw3l28UL41a9ZMnTp10ooVK/TbgR/UsWFsgYMRLLowkpvFYpExRr5e+R8wn048pj3HfpckDRs2jNGAK5AqVarohhtu0A033KCEhAStW7dOK1eu1I8//qiDF4Z3d3d313XXXacOHTroqquuko+Pj5OrLn/Y40HLFHJFmAJcgy0sZT8zyjZtC1uomB566CF5eXnp+LmD+uPQSllN/l35bccAhTkWOJ9yWut2L5KRUadOndSiRYsSqRllz9/fX507d9azzz6r6667zj6/T58+GjNmjNq3b0+QygNhCgxAgVxxzhT4LHANthHGTmWbfzLbclRMERERevDBByVJ2+M3aM2ur5SW8e/Pgzt+7qC+3zpHZ5NPKDQ0VEOGDPnX20T5cNttt+V6H7kjTIGWKOSKlins3LnT2SWgDERHR0uSjmebfyzbclRct956q8aMGSNPT08dOb1bP2z7SAkpZ4q9vT3H/9DK7Z8pNT1JDRs21DvvvEPorkSynvcWEhLixEoqBsIU6OaHXLnKKDzI27p165xdAspAnTp1JElns823hSvCVOXQtWtXvfbaa6patarOJP2j77fO0T/nDxdpG8YYbT6wQhv3fSersapTp0567bXXVL169VKqGs6Q9bw6eqkUjDAFwhRyxQeoa0hJSclz2dq1a5WRkf+1RFDxBQcHq2rVqg7zrLrYMlW3bt0yrwmlo3HjxnrnnXfUoEEDpaQn6se/5+rgye2Femx6RprW7P5aO45ulCTdc889GjduHOfRVHIMKFIwfkPIgTAFiW5+rmLTpk15Ljt16pQ2b95cdsXAaerVq+cwfUpSmjIv3l2zZv7XGELFEhYWpldffVVt27aV1WRo7e4F2n1sc76PSU5L0I/b5+rwqZ3y9PTUM888o3vuuafAkQFR8fEeF4wwhRz4w4FENz9XsXr16nyXL1u2rIwqgTPFxMQ4TB+98LNu3bpyd89+OV9UdH5+fpowYYJuueUWSdLf8b/kuW5S6nkt3/aRTibEKSgoSNOmTVOXLl3KqlQ4AceBRUOYApArWqYqv/Pnz+v333/Pd51Vq1YpPT29jCqCs1xyySUO07YwVb9+/bIvBmXC3d1dw4YN0yOPPJLver8dWK6ElDOqWbOm3nzzTTVr1qyMKgQqBsIUgFwRpiq/9evX53tOlPEyhQpcqPiyDzJxIo/5qHxuu+029evXL8/lpxKPyt/fXy+99JKioqLKsDKgYiBMAcgV3fwqvw0bNuS73FQ3hVoPFV+NGjUcpk/nMR+VU9++ffNdPmLECEVGRpZRNXC2rOfOcx59wQhTyNE3lr6ykGiZcgVbtmzJf4WqhVwPFV5gYKD8/f3t06cv/CRMuYb8Rmzr1KmTOnfuXIbVABULYQo5PkQJU5AIU5Vdenq6Dh48mO86JjjzG8l9+/aVQUVwtqwXXU3KZR5cU2xsrLNLAMo1whRyIExBoptfZXfixAlZrVYZ5dOFwzfzx5kzZ/K9HhUqBz8/vxzzfH19nVAJypOQkBBnlwAnslqtzi6h3CNMgW5+yBVhqnJLSrrQ9pBfA2SWXcC+Piqt7K3R7u7ufA4ALo5zpgpGmEKOa4hwtWtIdPOr7OwHyfl96ZhlGQfVlV/2v3kvLy8nVQKgvMhvxFdk4qgZOVqiCFOQOHiu7AIDAyVJlox8WqLTMn+4u7vT3csFZL+eWHp6Ot9KAy4o6989YapgHDUjR3giTEGiZaqyCwoKkre3d/4rJWb+CA0NzdGCjcrn3LlzDtNpaWl07wRcUNYv2dPS0pxYScXAUTPo5odcsR9UbhaLRbVq1cp/nYTMf6hcqNM1nDlzxn7f9td/9uxZ5xQDwGmyDjqRvcUaOXG0BFqmIEnq1auX5syZo169eslisejkyZPOLgmlrG7duvmvcD7zR3R0dKnXAucyxjgEJ9u4fqdOnXJOQQCcJmuAIkwVjKNm5AhPdOdxTbGxsapdu7ZiY2NljFF8fLyzS0Ipq1OnTr7LLecyW6YIU5Xf6dOnlZycbJ+ucuFnXFycU+oB4DxZu/kxwnPBCFNwCFMWi4U/HBc1d+5cHThwQHPnzpXFYlFERISzS0IpK7D7XmIh10OFd+jQIYdp25WFDh8+XPbFAHCqrMeF9FYqGMN1waElij8a17Vo0SItXLhQFotFxhiFhoY6uySUsrCwsPxXSC7keqjwsoemqnnMB1D5ZT0WZGTfgnHkDIcwxR+N67INhcpQyK4jICAg3+UWq6VQ66Hiy94yVTWP+QAqP8JU0RCm4BCmOF8KcB0FXT/EyBRqPVR8hCkANlm/VOW4sGCEKTh868A3EIDrOH36dP4reBZyPVR4eYWpkydPKiEhoewLAlAucFxYMMIUaJkCXNTevXvzX8GvkOuhwst+bpSPJP88lgFwHZxLXzB+QyBMAS7qt99+y3e5CTGFWg8V2/nz53O0Pp3WxTB14sSJsi4JQDnBCM8FI0yB0fwAF5SUlKQNGzbku46pnhmmfv75Zy7cWInt2rUrx7zXJB27cJ8LeAOuizBVMI6cQcsU4IJ+/PFHJScny/jlM3pjqGS8jE6ePKlffvml7IpDmSronDjCFOBauGhv0RCm4HByIWEKqPyMMfryyy8z70flE6bcJBOduXzevHllURqcIDExMd/l58+fL6NKAKDiIUyB60wBLua3337Tjh07ZNxN/mFKkqlvJIv0yy+/aPfu3WVUIcpSQdeW49pzAJA3whQIU4CL+eSTTyRdaHXyKmBlf8la0ypJ+vTTT0u5MjiD1Wr9V8sBwJURpsA5U4AL2b17t9avXy9ZJNOgcC0OpmHmet9//72OHj1amuXBCQpqeSJMAUDeCFMgTAEu5IsvvpAkmZpGCnBc1qtXL82ZM0e9evXKPOk46cKCqpkj+2VkZOirr74q03pR+ry88m+e9PHxKaNKUB6lpKQ4uwSgXCNMgTAFuIjExEQtX75ckmSNydnaEBsbq9q1ays2NjaztSLLuAS29b/99luGSa9kfH19813u5+dXRpWgPFq1apWzSwDKNcIUCFOAi1i9enXmcOiBRgrNuXzu3Lk6cOCA5s6dm9kylfUYuoZkvI1OnTqlTZs2lVnNKH2EKeRn4cKFtE4B+SBMgTAFuIg1a9ZIkkytzBH6slu0aJHuuOMOLVq0KLNlKusxttuFroHKvIgvKo+CwpS/v38ZVQJnye9cyKNHj+rFF19kVEcgD4QpOAQoNzd2CaCy+uuvvyRJJjz3gyLbwVJeB022x23ZsqUUqoOzFBSWAgIC8l2Oii0xMVFTpkzJd53vvvuO0TyBPHDkDIcARZgCKqekpCQdP348cyK4mBupkvnj4MGDfEtdiRQ0wAQtU5VXenq6nnvuOR06dCjPdRpHtpUkvfXWW/bWbQAXceQMhwBFNz+gcjp9+rQkybgV4tpSeblwzJ2cnKzk5OQSqQvOZ7Hk0uczC1qmKqe0tDSNHz9eP//8syz5HA5Gh16metWbyhijMWPG0M0XyKbch6n09HT997//Vd26deXr66t69erp2WefdbjuhTFG48aNU2RkpHx9fdWxY0e6oRQBLVNA5edwwFzcRiUao1ySt7e3s0tACUtJSdGYMWO0cuVKuVncdUWdLnmua7FY1KJ2F9UKaaC0tDT997//1YoVK8qwWqB8K/dHzpMnT9Zbb72l119/Xdu2bdOUKVM0depUvfbaa/Z1pkyZomnTpun111/Xhg0bFBERoa5du+rcuXNOrLzi4JwpoPILCQmRJFmsFim1mBu5cN0pX19frj3kQuixULkkJydr1KhRWrNmjdwtHrompq8igqPzfYy7m7uuvqSXaldtpIyMDI0fP15Lly4tm4KBcq7cHzmvXbtWvXv31o033qjo6Gjdeuut6tatmzZu3Cgps1Vq+vTpGj16tG6++WZdfvnlmj17thITE/Xxxx87ufqKIes31vzTBConb29v1ahRI3PiVPG2YTmV+VkRHR1dYNcwVB4eHh7OLgElxBijqVOnauPGjfJw89S1DW5RRHDdQj3WzeKmq+rdoLrVmshqtWrixInavHlz6RYMVADlPkxdc801Wr58uXbs2CFJ+v333/XTTz/phhtukCTt3btX8fHx6tatm/0x3t7e6tChQ54nSqakpOjs2bMON1eWtTWKAySg8mrevLkkyRJXzL/zOMftwDXQY6HyWLBggZYtWyaLLLom5maFBdUu0uPdLG5qFd1dtas2ktVq1fjx43Xy5MlSqhaoGMr9J+RTTz2l/v3769JLL5Wnp6datGih4cOHq3///pKk+Ph4SVJ4eLjD48LDw+3Lsps0aZKCg4Ptt6ioqNJ9EeVc1gBFmAIqrw4dOkiSLAcsUkYRH5wqWY5YHLYD15CaWtx+oShPtm/frldffVWS1KRW+yIHKRuLxaJW0d0U5FtNJ06c0Pjx45WRUdQPFKDyKPdhau7cuZozZ44+/vhj/frrr5o9e7ZefPFFzZ4922G97CHAGJNnMBg1apTOnDljvx08eLDU6q8IGIACcA1XXXWVqlevLkuqRZb9RfvixLLbIkuGRfXr11ejRo1KqUKUR2lpac4uASVg2rRpSktLU2SV+moYceW/2paHu5faXnKTPNw89dtvv3H+FFxauT9yHjlypP7v//5Pt99+u5o0aaI777xTjz32mCZNmiRJioiIkKQcrVDHjh3L0Vpl4+3traCgIIebK6NlCnANHh4e6tevnyTJsq0IrVNpkmVH5mdDbGwsnxMuhjBVOdiOky6LbFsif8NBvqGKqpr5xcrRo0f/9faAiqrch6nExMQcrSXu7u72odHr1q2riIgILVu2zL48NTVVK1euVNu2bcu01oqKMAW4jt69eys0NFSWRIssuy2Sr5RxQ4Yyul1MVhndMpRxQ4bkmzlt+dsiS6pFtWvXVufOnZ1UOZwlJSXF2SWgBNgutG2xlNyhn+2YgYt4w5WV+zDVq1cvTZgwQd9884327dun+fPna9q0aerbt6+kzD/k4cOHa+LEiZo/f77++usvDRo0SH5+fhowYICTq68YCFOA6/Dx8dF9990nSbJsvTBMuv+Fm41t2k3SecltR+a/igcffJCR3SqhrNdtzA1hqnLJsKaXy20BFVW5D1Ovvfaabr31Vg0ZMkSNGjXSiBEj9J///EfPPfecfZ0nn3xSw4cP15AhQ9SqVSsdPnxYS5cuVWBgoBMrrzgIU4Bruf766xUTEyNLmkWWv/L/m3f73U2ySq1atVK7du3KqEKUpYIGmCBMVQ7169eXJG0+8IOs1n8/YMQ/5w7pwImtkqR69er96+0BFVW5/4oxMDBQ06dP1/Tp0/Ncx2KxaNy4cRo3blyZ1VWZEKAA1+Lu7q5hw4bp4YcfltteN2VckiHl9t3T0cwR/Nzc3PToo4/yWVFJpafn37pAmKocRowYocGDB+tEwhH9cWiVmtfuZF/m6xWoG5s+kOvjfL1yfjgkpyVq7e6FMjLq3Lmz2rdvX2p1A+VduW+ZQumjZQpwPU2bNlWXLl0kXWh9yn7Kg7kwX1Lfvn0VHR1dtgWizBT0uc8or5VDZGSknn76aUnSjqMbdeDENvsyN4ub/L2Dc725ZTvHKsOarvV7Fikp7bxq166tkSNHcuwAl8YnJBzwgQi4jv/85z/y9PSU5bhFOua4zHLAIssZiwICAnTPPfc4p0CUuV69emnOnDnq1auX/f8B/xcqj2uvvdY+ouf6Pd9o/4VueoWVbk3Tz7u+0tGz++Xt7a3x48fLz8+vNEoFKgzCFGiZAlxUeHi4fTAft7+z/DswFwankDRgwACXv3xEZZe15Sk2Nla1a9dWbGwsI7RVUg899JB69OghI6P1e77RnuN/FupxaRmp+mnHPMWf2SsfHx+98MILuuSSS0q5WqD8I0yBAAW4sNtvvz2zdeqkRRntM5TRNyPzXKnzFgUGBurmm292dokoZV5eXvb7c+fO1YEDBzR37lz7/wZ/f/+8HooKyN3dXU899ZT69OkjSdq4b4l2Hfst38ekZaRq1Y7PdezcAfn5+Wnq1Klq2bJlGVQLlH+EKdAyBbiwatWqqWvXrpIky36L5CG57c3819CzZ0+68LgAd3d3+/1Fixbpjjvu0KJFi+wtU8HBwc4qDaXEzc1Njz32mL3L36/7v9eR07tzXddqrFq/Z5FOnD+igIAATZs2Tc2aNSvLcoFyjTAFB4QpwPXceOONkiTLYYuUKFmOZn4O9OzZ05llwQlsASprFz/CVOVksVg0dOhQ9e7dW5K0bvdCnUn6J8d6fx36SUdO75anp6defPFFNW7cuKxLBco1whQAuLjLL79cYWFhsqRbZPnDIhkpJiZGUVFRzi4N5QBhqvKyWCwaNmyYWrRooXRrmn7aOU8paYn25fv/2aK/49dLkv7v//6PIAXkgjAFuvkBLs5isah169aSJLeDmf8Wrr76ameWhHKiWrVq8vT0dHYZKEUeHh4aP368atSooYSUM/rj0CpJUkp6kjbuXyZJGjhwoL07MABHhCkQoACoSZMm+U7DNYWHhzu7BJSBKlWq6L///a8kaf+JrUpKPa/dxzYrw5qmmJgY3X///U6uECi/CFOgZQqAYmJi8p2Ga4qIiHB2CSgjTZo0UZMmTWQ1Gdoev0E7j/4qKXPETy7cDOSNvw4AgGrVquUwXbVqVSdVgvKEMOVaYmNjJUk7jm5USnqiqlevrk6dOjm5KqB8I0zBAS1TgGvy9vZ2mOazAJJUs2ZNZ5eAMtSuXTuHyyF06dJFHh4eTqwIKP8IU6CbHwAgV5GRkc4uAWXI3d1d9erVs0/Xr1/fidUAFQNhCg59oQlTAACbsLAwZ5eAMpY1TF1yySVOrASoGAhToGUKAJArd3d3Z5eAMhYSEmK/TzdPoGCEKTggTAEAAEny8vJydglAuUeYAgEKAABIorcKUFSEKfDBCUCSVLduXUlSy5YtnVwJAAAVA2EKDrgwH+C6nn76aXXq1EnDhw93dikAAFQIXDwAtEYBkCQ1bNhQ48ePd3YZAABUGDRDgDAFAAAAFANhCg5him5+AAAAQOFw5AwGoAAAAACKgTAFWqMAAACAYuAoGg4IVgAAAEDhcOQMuvkBAAAAxUCYAgEKAJArq9Xq7BIAoFwjTIGWKQBAro4ePersEgCgXCNMgaHRAQC52rZtm7NLAIByjSNnAACQqy1btji7BAAo1whToGsfACBXW7ZskTHG2WUAQLlFmAIAwIVlZGTkuezUqVPauXNnGVYDABULYQoAABdW0HlRP/30UxlVAgAVD2EKdOEAABf2yy+/5Lt81apVZVQJAFQ8hCkAAFyU1WrVhg0b8lxukbRnzx4dOnSo7IoCgAqEMAWHlilaqQDAdWzbtk0nT57Mc3nUhZ8rV64sm4IAoIIhTMEBYQoAXEdBIalBIdcDAFdFmAItUwDggowxBYak+srs6vf3338rLi6uTOoCgIqEMAUCFAC4oP379ysuLk7u+azjJ6nOhfvr1q0rg6oAoGIhTMEhTFmtVidWAgAoK7ZR/GoVsF79bOsDAC4iTMEhQNFKBQCuYf369ZKk6ALWi7nw89dff1VaWlpplgQAFQ5hCg5hKiMjw4mVAADKQnp6un7//XdJF7vx5SVCkr+kpKSkAi/wCwCuhjAFWqYAwMUcPHhQqamp8pYUWsC6brKo5oX7u3btKuXKAKBiIUzBIUxxzhQAVH579uyRJIUpc7S+gkRkexwAIBNhCnTzAwAXYwtF4YVc37YeYQoAHBGm4BCgCFMAUPkdPXpUUsFd/GyqZnscACATYQp08wMAF5OcnCxJ8irk+rb1UlJSSqUeAKioCFOgZQoAXIwtFHkWcn1bmLKFMABAJsIUHAJUenq6EysBAJQFW5hyL+T6Hhd+pqamMuorAGRBmIJDmKKbHwBUfoGBgZKkxEKun5DlcRZLYcb/AwDXQJiCQ2sU3fwAoPILCwuTJJ0p5Pq29WyPAwBkIkyBodEBwMWEh2cOdl7UMGV7HAAgE2EKDi1TnDMFAJVfzZo1JUmFHej82IWfNWrUKJV6AKCiIkyB0fwAwMVcfvnlkjJDUmHOm9p74WezZs1KqyQAqJBKJEwxVGrFRpgCANcSEhKiunXrSpIOFbBugoy9BYswBQCOih2mrFarnnvuOdWsWVMBAQHas2ePJGnMmDF6//33S6xAlD4GoAAA19O8eXNJmV39Hs/jFqSLrVJ169ZVSEhImdcJAOVZscPU888/r1mzZmnKlCny8rp4DfUmTZrovffeK5HiUDa4zhQAuJ6rr75akvS3pGBJIbLkuLnLoq0X1r/qqqucVSrKEEPfA0VT7DD1wQcf6J133tHAgQPl7n7xsn9NmzbV33//XSLFoWxkDVNcjBEAXEOrVq0UEBCgc5IO5LFOqoy2X7h/3XXXlVFlAFBxFDtMHT58WPXr188x32q1Ki0t7V8VhbLF0OgA4Ho8PT117bXXSpL+ymOdnZJSJUVEROjSSy8tq9IAoMIodpi67LLLtHr16hzzP//8c7Vo0eJfFYWyxTlTAOCaOnXqJEnaIilDOXsm/JllPbp/AUBOHsV94NixY3XnnXfq8OHDslqtmjdvnrZv364PPvhAixYtKskaUcoYzQ8AXFOrVq0UHBysM2fOaJ+kS7IsS87Sxa9z585lXxwAVADFbpnq1auX5s6dq2+//VYWi0XPPPOMtm3bpoULF6pr164lWSNKGd38AMA1eXh4qEOHDpKkP7It2yYpXVLt2rUVExNT1qUBQIVQrDCVnp6u8ePHq3Hjxlq5cqXOnz+vxMRE/fTTT+rWrVtJ14hSljVMZb0PAKj8unTpIknaKik9S1e/v7Isp4uf62AgKqBoihWmPDw8NHXqVFoxKgnCFAC4rqZNm6pq1apKlrT/wrwUGe2+cL9jx47OKQwAKoBid/Pr0qWLfvzxxxIsJW+HDx/WHXfcodDQUPn5+al58+batGmTfbkxRuPGjVNkZKR8fX3VsWNHbdmypUxqqwyyfgtFQAYA1+Lm5ma/5pTtHKndkjIkRUZGqk6dOs4qDQDKvWIPQNGjRw+NGjVKf/31l1q2bCl/f3+H5TfddNO/Lk6STp06pXbt2qlTp05avHixwsLCtHv3blWpUsW+zpQpUzRt2jTNmjVLDRo00PPPP6+uXbtq+/btCgwMLJE6KjNaowDAtbVt21bffvut/pbUQ0Y7ssynix8A5K3YYeqhhx6SJE2bNi3HMovFUmItHJMnT1ZUVJRmzpxpnxcdHW2/b4zR9OnTNXr0aN18882SpNmzZys8PFwff/yx/vOf/5RIHZVZ1pYp+koDgOtp1aqVPDw8dCo9Xaclexc/W4sVACB3xe7mZ7Va87yVZFexBQsWqFWrVrrtttsUFhamFi1a6N1337Uv37t3r+Lj4x0GvvD29laHDh20Zs2aXLeZkpKis2fPOtyQiTAFAK7Hz89P9evXlyT9Lem0Mr8Yveyyy5xZFgCUe8UOU2Vlz549evPNNxUTE6PvvvtODz74oB599FF98MEHkqT4+HhJUnh4uMPjwsPD7cuymzRpkoKDg+23qKio0n0R5RwtUwCARo0aSZLWX5iOjo7O0YUfAODoX4WplStXqlevXqpfv75iYmJ00003afXq1SVVm6TMFrArrrhCEydOVIsWLfSf//xH999/v958802H9bL36TbG5NnPe9SoUTpz5oz9dvDgwRKtGQCAisYWpk5kmwYA5K3YYWrOnDnq0qWL/Pz89Oijj+rhhx+Wr6+vOnfurI8//rjECqxRo4YaN27sMK9Ro0Y6cOCAJCkiIkKScrRCHTt2LEdrlY23t7eCgoIcbq4oPT1dcXFxSkpKss/LyMhQXFyc0tPTnVgZAKCs1atXL99pAEBOxQ5TEyZM0JQpUzR37lw9+uijGjZsmObOnasXXnhBzz33XIkV2K5dO23fvt1h3o4dO+xDtdatW1cRERFatmyZfXlqaqpWrlyptm3bllgdldHx48cVGxurn376yT7vxIkTio2N1fHjx51YGQCgrNWoUSPfaQBATsUOU3v27FGvXr1yzL/pppu0d+/ef1VUVo899pjWrVuniRMnateuXfr444/1zjvvaOjQoZIyu/cNHz5cEydO1Pz58/XXX39p0KBB8vPz04ABA0qsDgAAKrPAwEAFBATYpwlTAFCwYg+NHhUVpeXLl9tH/7FZvnx5iQ7ocOWVV2r+/PkaNWqUnn32WdWtW1fTp0/XwIED7es8+eSTSkpK0pAhQ3Tq1Cm1bt1aS5cu5RpTAAAUQUhIiM6fPy8p58BOAICcih2mnnjiCT366KPavHmz/aJ+P/30k2bNmqVXXnmlJGtUz5491bNnzzyXWywWjRs3TuPGjSvR5wUAwJVkHbgpaysVACB3/+qivREREXrppZf02WefScocGGLu3Lnq3bt3iRUIAADKXl4j4gIALip2mJKkvn37qm/fviVVCwAAAABUGMUegGLDhg1av359jvnr16/Xxo0b/1VRAACg7NEaBQBFU+wwNXTo0Fwvdnv48GH7SHsAAAAAUFkVO0xt3bpVV1xxRY75LVq00NatW/9VUQAAAABQ3hU7THl7e+vo0aM55sfFxcnD41+digUAAJyAbn4AUDTFDlNdu3bVqFGjdObMGfu806dP6+mnn1bXrl1LpDgAAAAAKK+K3YT00ksvqX379qpTp45atGghSdq8ebPCw8P14YcflliBAAAAAFAeFTtM1axZU3/88Yc++ugj/f777/L19dU999yj/v37y9PTsyRrBAAAAIBy51+d3OTv768HHnigpGoBAAAAgAqjyOdM7dq1S5s2bXKYt3z5cnXq1ElXXXWVJk6cWGLFAQAAAEB5VeQwNXLkSH311Vf26b1796pXr17y8vJSmzZtNGnSJE2fPr0ESwQAAACA8qfI3fw2btyoJ5980j790UcfqUGDBvruu+8kSU2bNtVrr72m4cOHl1iRAAAAAFDeFLll6p9//lGtWrXs0ytWrFCvXr3s0x07dtS+fftKpDgAAACUHa41BhRNkcNU1apVFRcXJ0myWq3auHGjWrdubV+empoqY0zJVQgAAAAA5VCRw1SHDh303HPP6eDBg5o+fbqsVqs6depkX75161ZFR0eXZI0AAAAAUO4U+ZypCRMmqGvXroqOjpabm5teffVV+fv725d/+OGHuu6660q0SAAAAJQ+ehcBRVPkMFW3bl1t27ZNW7duVfXq1RUZGemwfPz48Q7nVAEAgIqB82UAoGiK3M1Pkjw9PdWsWbMcQUqSmjVrptDQUPt0UFCQ9uzZU/wKAQAAAKAcKlaYKgqaiwEAAABURqUepgAAAACgMiJMAQAAAEAxEKYAAAAAoBhKPUwxMhAAAACAyogBKAAAAACgGIodpv744488l3311Vf2+4sXL1bNmjWL+zQAAAAAUC4VO0x179491+tHffnllxo4cKB9+pprrpG3t3dxnwYAAAAAyqVih6mHHnpInTt3VlxcnH3e3Llzddddd2nWrFklURsAAAAAlFsexX3gM888oxMnTqhLly5avXq1lixZovvuu08ffvihbrnllpKsEQAAAADKnWKHKUl65ZVXdOedd+rqq6/W4cOH9cknn6h3794lVRsAAAAAlFtFClMLFizIMa9Pnz5auXKl+vfvL4vFYl/npptuKpkKAQAAAKAcKlKY6tOnT57LZsyYoRkzZkjKvLZURkbGvyoMAAAAAMqzIoUpq9VaWnUAAAAAQIVSohftPX36dEluDgAAAADKrWKHqcmTJ2vu3Ln26dtuu01Vq1ZVzZo19fvvv5dIcQAAAABQXhU7TL399tuKioqSJC1btkzff/+9lixZoh49emjkyJElViAAAAAAlEfFHho9Li7OHqYWLVqkfv36qVu3boqOjlbr1q1LrEAAAAAAKI+K3TIVEhKigwcPSpKWLFmiLl26SJKMMYzkBwAAAKDSK3bL1M0336wBAwYoJiZGJ06cUI8ePSRJmzdvVv369UusQADOweidAAAA+St2mHr55ZcVHR2tgwcPasqUKQoICJCU2f1vyJAhJVYgAOc4f/68s0sAAAAo14odpjw9PTVixIgc84cPH/5v6gFQTpw5c8bZJQAAAJRrRQpTCxYsUI8ePeTp6akFCxbku+5NN930rwoD4Fxnz551dgkAAADlWpHCVJ8+fRQfH6+wsDD16dMnz/UsFguDUAAVHC1TAAAA+StSmMp6Qnp+J6cfOnSo+BUBKBdomQIAAMhfsYdGz018fLweffRRxcTElORmATgBLVMAAAD5K3KYOn36tAYOHKjq1asrMjJSr776qqxWq5555hnVq1dPa9eu1YwZM0qjVgAlLL/uuLRMAQAA5K/Io/k9/fTTWrVqle6++24tWbJEjz32mJYsWaLk5GQtXrxYHTp0KI06AZSCc+fO5bmMMAUAAJC/Ioepb775RjNnzlSXLl00ZMgQ1a9fXw0aNND06dNLoTwApSm/wESYAgAAyF+Ru/kdOXJEjRs3liTVq1dPPj4+uu+++0q8MACljzAFAABQfEUOU1arVZ6envZpd3d3+fv7l2hRAMrG+fPn81yWXxdAAAAAFKObnzFGgwYNkre3tyQpOTlZDz74YI5ANW/evJKpEECpyS9MJSQkyBgji8VShhUBAABUHEUOU3fffbfD9B133FFixQAoW/mFKavVqsTERFqeAQAA8lDkMDVz5szSqAOAE+QXpqTMrn6EKQAAgNyV6EV7AVQsCQkJ+S7nvCkAAIC8EaYAF5aUlJTv8sTExDKqBAAAoOIhTAEujDAFAABQfIQpwIUlJyfnu5wwBQAAkDfCFODCCFMAAADFR5gCXFhaWlq+y1NTU8uoEgAAgIqHMAW4sILCVEHLAQAAXBlhCnBh6enp+S4nTAEAAOSNMAW4sIyMDEnS8KZn7fNeuPqM2kakSCJMAQDgaowxzi6hQiFMAVCoz8UPzmq+Vvl7ZE7zgQoAAJA3whQAAACAHKxWq7NLKPcIUwAAAAByoIdKwSpUmJo0aZIsFouGDx9un2eM0bhx4xQZGSlfX1917NhRW7ZscV6RAAAAQCVAy1TBKkyY2rBhg9555x01bdrUYf6UKVM0bdo0vf7669qwYYMiIiLUtWtXnTt3zkmVAhWHxWKRJFmzffFkNRaH5QAAwPXYBqpC3ipEmDp//rwGDhyod999VyEhIfb5xhhNnz5do0eP1s0336zLL79cs2fPVmJioj7++OM8t5eSkqKzZ8863ABX5OnpKUlKtzqGprQLX0R5eXmVdUkAAKCcKOgSKqggYWro0KG68cYb1aVLF4f5e/fuVXx8vLp162af5+3trQ4dOmjNmjV5bm/SpEkKDg6236KiokqtdqA8uximHOenG8flAADANWQ9T4owVbByH6Y+/fRT/frrr5o0aVKOZfHx8ZKk8PBwh/nh4eH2ZbkZNWqUzpw5Y78dPHiwZIsGKghbWErL1jJla6kiTAEA4Fqydu3jepMF83B2Afk5ePCghg0bpqVLl8rHxyfP9bKf12GMyfdcD29vb3l7e5dYnUBFZevGl5atZYpufgAAuKasLVOM5lewct0ytWnTJh07dkwtW7aUh4eHPDw8tHLlSr366qvy8PCwt0hlb4U6duxYjtYqADn5+vpKklKytUwlpVsclgMAACCnch2mOnfurD///FObN2+231q1aqWBAwdq8+bNqlevniIiIrRs2TL7Y1JTU7Vy5Uq1bdvWiZUDFYOfn58kKTndMUwlZ1gclgMAANfg7u5uv+/mVq6jQrlQrrv5BQYG6vLLL3eY5+/vr9DQUPv84cOHa+LEiYqJiVFMTIwmTpwoPz8/DRgwwBklAxWKPUxl5N4yRZgCAMC1ZA1QnDtdsHIdpgrjySefVFJSkoYMGaJTp06pdevWWrp0qQIDA51dGlDu+fv7S7oYnmxomQIAAB4eFT4qlLoK9xv68ccfHaYtFovGjRuncePGOaUeoCILCAiQJCVkCVPGSAlpmdN8KQEAgOsiTBWMjpCAC7OFpcS0i2EqzSqlm8zpoKAgp9QFAACco2rVqpIyu/vRza9gxE3AhdnCUtaWqfMXgpW7uzuj+QEA4GKCg4P11ltvycvLiwEoCoEwBbgwe5hKu/hhmXjhfmBgYL7XawMAAJVT48aNnV1ChUHcBFyYLUydz9LN79yF+8HBwU6pCQAAoKIgTAEurEqVKpIuBijpYrCyLQMAAEDuCFOAC7MFpqznTJ290M2PMAUAAJA/whTgwi6O1pelZSqVbn4AAACFQZgCXJiHh0eO0HSObn4AAACFQpgCXFz20GTr5hcSEuKEagAAACoOwhTg4rKHpnMXuvkRpgAAAPJHmAJcXI6WqVRapgAAAAqDMAW4uOxhytYyxTlTAAAA+SNMAS4uewtUYgYtUwAAAIVBmAJcXG6hyc3NLcuw6QAAAMgNYQpwcbl15wsODpabGx8PAAAA+eFoCXBxubVMcb4UAABAwQhTgIvLftFeiTAFAABQGIQpwMXlFpwIUwAAAAUjTAEuLjAwMMe83FqrAAAA4IgwBbg4d3f3HCP3MZIfAABAwQhTABQQEOAwTZgCAAAoGGEKQI6ufrl1/QMAAIAjwhSAHOGJlikAAICCEaYA0DIFAABQDIQpAPL393eYzn4OFQAAAHIiTAHIEaayTwMAACAnwhQA+fn5OUzTMgUAAFAwwhSAHC1Rvr6+TqoEAACg4iBMAXBomfLx8ZGbGx8NAAAABeGICYB8fHzs97N3+QMAAEDuCFMAHMKUt7e3EysBAACoOAhTAGiZAgAAKAbCFACHASeyBisAAADkjTAFQF5eXrneBwAAQN4IUwAIUwAAAMVAmALgMOiEp6enEysBAACoOAhTABxaoywWixMrAQAAqDgIUwAcWqMIUwAAAIVDmAIgd3d3Z5cAAABQ4RCmkCur1ersElCGaI0CAAAoOsIUcpWSkuLsEuAkxhhnlwAAAFAhEKaQK8IUAAAAkD/CFHJFmHJddPkDAAAoHMIUckWYAgAAAPJHmEKuCFMAAABA/ghTLiwjIyPPZYQp18UAFAAAAIVDmHJh+QWm5OTkMqwEAAAAqHgIUy6MMIXcMAAFAABA4RCmXFh+gYlufq6Lbn4AAACFQ5hyYbRMITeEKcB18fcPAEVDmHJh+YUpWqZcF938AAAACocw5cLo5gcAAAAUH2HKhdHNDwAAACg+wpQLyy9MpaamlmElKE84ZwIAAKBwCFMuLL/ARDc/18U5UwAAAIVDmHJhtEwBAAAAxUeYcmGcMwUAAAAUH2HKheXX+pSWllaGlQAAygO6+QJA0RCmXFjWlqlevXppzpw56tWrlywWixISEpxYGZyJgykAAIDCIUy5sKwtU7Gxsapdu7ZiY2NljFFSUpITK4MzMZofAABA4RCmXFjWlqm5c+fqwIEDmjt3riwWizIyMpxYGQDAGfgyBQCKxsPZBcB5srZMLVq0SAsXLpTFYpExhjAFAAAAFICWKReWNUzZvo20/WRodNfFN9MAAACFQ5hyYfmN2EeYcl0MQAEAAFA45T5MTZo0SVdeeaUCAwMVFhamPn36aPv27Q7rGGM0btw4RUZGytfXVx07dtSWLVucVHHFkV+YslqtSk9PL8NqAADOxpcpAFA05T5MrVy5UkOHDtW6deu0bNkypaenq1u3bg5Dd0+ZMkXTpk3T66+/rg0bNigiIkJdu3bVuXPnnFh5+VdQ6xPXmgIAAADyVu4HoFiyZInD9MyZMxUWFqZNmzapffv2MsZo+vTpGj16tG6++WZJ0uzZsxUeHq6PP/5Y//nPf5xRdoVQUJhKTU2Vr69vGVWD8oJzpgAAAAqn3LdMZXfmzBlJUtWqVSVJe/fuVXx8vLp162Zfx9vbWx06dNCaNWty3UZKSorOnj3rcHNFBbU8cd6Ua6KbD+C6+DIFAIqmQoUpY4wef/xxXXPNNbr88sslSfHx8ZKk8PBwh3XDw8Pty7KbNGmSgoOD7beoqKjSLbycKihMZb0OFQAAAABHFSpMPfzww/rjjz/0ySef5FiW/dt0Y0ye37CPGjVKZ86csd8OHjxYKvWWdwWFKc6ZAgDAtdA7ASiacn/OlM0jjzyiBQsWaNWqVapVq5Z9fkREhKTMFqoaNWrY5x87dixHa5WNt7e3vL29S7fgCoBufgAAAEDxlfuWKWOMHn74Yc2bN08//PCD6tat67C8bt26ioiI0LJly+zzUlNTtXLlSrVt27asy61QChr6nJYpAABcC+fNAUVT7lumhg4dqo8//lhff/21AgMD7edBBQcHy9fXVxaLRcOHD9fEiRMVExOjmJgYTZw4UX5+fhowYICTqy+/jDGEKQAAAOBfKPdh6s0335QkdezY0WH+zJkzNWjQIEnSk08+qaSkJA0ZMkSnTp1S69attXTpUgUGBpZxtRVHYS7IS5gCAAAA8lbuw1RhmpstFovGjRuncePGlX5BlURhglJhAhcAAADgqsr9OVMoHbRMAQCyYyQ3ACgawpSLKsxIfYQpAAAAIG+EKReVkZFRIusAACoPRnIDgKIhTLmowgQlzpkCAAAA8kaYclG0TCEvfDMNAABQOIQpF0XLFAAAAPDvEKZcVGHCFC0UAAAAQN4IUy6qMEGJMAUAAADkjTDloqxWa4msAwAAALgqwpSLomUKeeGinQAAAIVDmEKeCFMAAABA3ghTLqowrQ9ubuweAAAAQF44WnZRhQlKdPcCAAAA8kaYclGFCUqEKQAAACBvhCkX5e7uXuA6dPMDAAAA8sbRsovy8PAocB0vL68yqAQAAAComAhTLsoWpozclNjkFvv8xCa3KD0wQlLhWq8AAAAAV0WYclEXW6aMjHeAfb7xDpDFkrlbeHp6OqEyAAAAoGIgTLkoWxc+i4xktToutKZLIkwBAAAA+SFMuSgfH5+LExfC08XpDEmSr69vGVYEAAAAVCyEKRfl6elpH63Pki1MWaxpkiRvb+8yrwsAAACoKAhTLspisVxsncreMpWROe3QegUAAADAAWHKhdnCkq0lysY2TTc/AAAAIG+EKRcWEHBhFL+M1IszjZEyMsOUv7+/E6oCAAAAKgbClAuzhSVLepZufhlpsly4aw9bAAAAAHIgTLkwe5jK0jJludAq5eHhYR8+HQAAuIbQ0FBnlwBUKB4Fr4LKKjAwMPNORsrFmdbMYBUQECCLxZLLowAAQGV1/fXX65dfflGbNm2cXQpQIRCmXFhQUJAkyZJ+MUxZ0pMdlgEAANfh7e2tCRMmOLsMoMKgm58Ls4eprN380jPvBwcHO6UmAAAAoKIgTLmw3FumMu/buwACAAAAyBXd/FyYvfUpPUUJre6WJHnGb3FcBpeQ9QLNbm58xwIAAFAYhCkXZgtMlvQUyd3zwv3Mc6aqVKnirLLgBFkHG2HgEQAAgMLhK2gXFhISIuligJIkSxphCgAAACgMwpQLswUmS1qyZEzmzPQkh2VwPca2LwAAACBfhCkXZg9TJkO6cLFeWqYAAACAwiFMuTAfHx/5+vpKkiwXWqQsaZk/q1at6rS6AAAAgIqAMOXi7OdNpSVJxthDFS1TAAAAQP4IUy7uYphKljJSZLlwvoxtPgAAAIDcEaZcXNaWKdv5UgEBAfLy8nJmWQAAAEC5R5hycY5hKslhHlwT15kCAAAoHMKUi8t6rSlbyxRhCgAAACgYYcrFObRMMfgEAAAAUGiEKRd38cK9F7v5EaYAAACAghGmXJw9TKWn0M0PAAAAKALClItzaJlKzwxTwcHBTqwIAOAsQUFBzi4BACoUwpSLswenLC1ThCkAcE1DhgyRr6+vHnnkEWeXAgAVgoezC4Bz2YKTRUaWlLMO8+CazIULNwNwPY0bN9Y333wjDw8ODwCgMGiZcnGenp7y9fWVJLmlJkgiTLk6rjMFuDaCFAAUHmEKCgwMzHcaAAAAQE6EKeQ44ZgTkAEAAICCEabg0BLl5uYmPz8/J1YDAAAAVAyEKSggIMB+39/fX25u7BYAAABAQThqhvz9/XO9DwAAACBvhCkQpgAAAIBiIEyBMAUAAAAUA2EKDgNO2K45BdfFRXsBAAAKhzAFhwDFSH4AAABA4RCmIB8fn1zvAwAAAMgbYQoOLVOEKQAAAKBwCFOQt7e3/T5hCgAAACgcwhQcwlTW+3BNFovF2SUAAABUCIQpyMvLK9f7AAAAAPJGmAJhCgAAACgGwhQcApSnp6cTKwEAAAAqjkoTpt544w3VrVtXPj4+atmypVavXu3skiqMrAGKMAUAAAAUTqUIU3PnztXw4cM1evRo/fbbb7r22mvVo0cPHThwwNmlVQgeHh72+4QpAAAAoHAqRZiaNm2aBg8erPvuu0+NGjXS9OnTFRUVpTfffNPZpVUIWcNU1vsAAAAA8lbhw1Rqaqo2bdqkbt26Oczv1q2b1qxZk+tjUlJSdPbsWYebKwsKClJISIgkqXbt2k6uBgAAAKgYKnwzxD///KOMjAyFh4c7zA8PD1d8fHyuj5k0aZLGjx9fFuVVCJ6envroo4+UlJSk6tWrO7scAAAAoEKo8C1TNtkvNGqMyfPio6NGjdKZM2fst4MHD5ZFieVaQEAAQQoAAAAoggrfMlWtWjW5u7vnaIU6duxYjtYqG29vb3l7e5dFeQAAAAAqqQrfMuXl5aWWLVtq2bJlDvOXLVumtm3bOqkqoOLiws0AAACFU+HDlCQ9/vjjeu+99zRjxgxt27ZNjz32mA4cOKAHH3zQ2aUBFUZsbKy8vLw0cOBAZ5cCAABQIViMMcbZRZSEN954Q1OmTFFcXJwuv/xyvfzyy2rfvn2hHnv27FkFBwfrzJkzCgoKKuVKgfIrOTlZPj4+zi4DAADAaYqSDSpNmPo3CFMAAAAApKJlg0rRzQ8AAAAAyhphCgAAAACKgTAFAAAAAMVAmAIAAACAYiBMAQAAAEAxEKYAAAAAoBgIUwAAAABQDIQpAAAAACgGwhQAAAAAFANhCgAAAACKgTAFAAAAAMVAmAIAAACAYiBMAQAAAEAxEKYAAAAAoBgIUwAAAABQDIQpAAAAACgGwhQAAAAAFIOHswsoD4wxkqSzZ886uRIAAAAAzmTLBLaMkB/ClKRz585JkqKiopxcCQAAAIDy4Ny5cwoODs53HYspTOSq5KxWq44cOaLAwEBZLBZnl+MUZ8+eVVRUlA4ePKigoCBnlwMnYB8A+wDYB8A+APaBzBapc+fOKTIyUm5u+Z8VRcuUJDc3N9WqVcvZZZQLQUFBLvuHg0zsA2AfAPsA2Afg6vtAQS1SNgxAAQAAAADFQJgCAAAAgGIgTEGS5O3trbFjx8rb29vZpcBJ2AfAPgD2AbAPgH2gaBiAAgAAAACKgZYpAAAAACgGwhQAAAAAFANhCgAAAACKgTAFuIBx48apefPmleZ5ULL+zfsWHR2t6dOnl2g9KH0dO3bU8OHD/9U2+HtHcbHvlJzy+Bm8b98+WSwWbd682dmllAnCVCUxaNAgWSwWvfDCCw7zv/rqK1ksFidVhZK0Zs0aubu76/rrry/yY0eMGKHly5eXQlVwJtvfvcVikaenp8LDw9W1a1fNmDFDVqu1TGrYsGGDHnjggTJ5LleV/X2uV6+eRowYoYSEhAIf++OPP8pisej06dOlXygKJT4+Xo888ojq1asnb29vRUVFqVevXmX2GT1o0CD16dOnTJ5LkiwWi7766iuHefxPKpyDBw9q8ODBioyMlJeXl+rUqaNhw4bpxIkTJfYc5TGMVTSEqUrEx8dHkydP1qlTp5xdCkrBjBkz9Mgjj+inn37SgQMHivTYgIAAhYaGllJlcKbrr79ecXFx2rdvnxYvXqxOnTpp2LBh6tmzp9LT00vteVNTUyVJ1atXl5+fX6k9DzLZ3uc9e/bo+eef1xtvvKERI0Y4uywU0b59+9SyZUv98MMPmjJliv78808tWbJEnTp10tChQ51dnoO0tLRS2zb/kwq2Z88etWrVSjt27NAnn3yiXbt26a233tLy5cvVpk0bnTx50tkl4gLCVCXSpUsXRUREaNKkSXmu8+WXX+qyyy6Tt7e3oqOj9dJLLzksj46O1sSJE3XvvfcqMDBQtWvX1jvvvOOwzuHDhxUbG6uQkBCFhoaqd+/e2rdvX2m8JFyQkJCgzz77TA899JB69uypWbNm2ZfZvnlevny5WrVqJT8/P7Vt21bbt2+3r5O9S4Xtm8mJEycqPDxcVapU0fjx45Wenq6RI0eqatWqqlWrlmbMmOFQx1NPPaUGDRrIz89P9erV05gxY/L9h/vjjz/qqquukr+/v6pUqaJ27dpp//79JfZ7Qeb1QCIiIlSzZk1dccUVevrpp/X1119r8eLF9v3kzJkzeuCBBxQWFqagoCBdd911+v3333Ns6+2331ZUVJT8/Px02223ObRm2PaZSZMmKTIyUg0aNJCU81vNcePGqXbt2vL29lZkZKQeffTR0nz5LsP2PkdFRWnAgAEaOHCgvvrqK6WkpOjRRx9VWFiYfHx8dM0112jDhg2SMg/cO3XqJEkKCQmRxWLRoEGD7Nu0Wq168sknVbVqVUVERGjcuHEOz3ngwAH17t1bAQEBCgoKUr9+/XT06NF865w5c6YaNWokHx8fXXrppXrjjTfsy1JTU/Xwww+rRo0a8vHxUXR0dL7/ryqjIUOGyGKx6JdfftGtt96qBg0a6LLLLtPjjz+udevWSSr49277PP/www8VHR2t4OBg3X777Tp37px9nS+++EJNmjSRr6+vQkND1aVLFyUkJGjcuHGaPXu2vv76a3tr548//mjvlvXZZ5+pY8eO8vHx0Zw5c3Ltjjd9+nRFR0c7zJsxY4b92KJGjRp6+OGHJcm+Xt++fWWxWOzT2bdrtVr17LPPqlatWvL29lbz5s21ZMkS+3JbffPmzVOnTp3k5+enZs2aae3atf/yHSm/hg4dKi8vLy1dulQdOnRQ7dq11aNHD33//fc6fPiwRo8ebV/33LlzGjBggAICAhQZGanXXnvNYVt5fS537NhR+/fv12OPPWbfHyTpxIkT6t+/v2rVqiU/Pz81adJEn3zyicM2rVarJk+erPr168vb21u1a9fWhAkT8nw9W7du1Q033KCAgACFh4frzjvv1D///GNfntc+WxEQpioRd3d3TZw4Ua+99poOHTqUY/mmTZvUr18/3X777frzzz81btw4jRkzxuHAXJJeeukltWrVSr/99puGDBmihx56SH///bckKTExUZ06dVJAQIBWrVqln376SQEBAbr++uvt31Sj5M2dO1cNGzZUw4YNdccdd2jmzJnKfom40aNH66WXXtLGjRvl4eGhe++9N99t/vDDDzpy5IhWrVqladOmady4cerZs6dCQkK0fv16Pfjgg3rwwQd18OBB+2MCAwM1a9Ysbd26Va+88oreffddvfzyy7luPz09XX369FGHDh30xx9/aO3atXrggQfodloGrrvuOjVr1kzz5s2TMUY33nij4uPj9e2332rTpk264oor1LlzZ4dvNnft2qXPPvtMCxcu1JIlS7R58+Yc35QvX75c27Zt07Jly7Ro0aIcz/vFF1/o5Zdf1ttvv62dO3fqq6++UpMmTUr99boiX19fpaWl6cknn9SXX36p2bNn69dff1X9+vXVvXt3nTx5UlFRUfryyy8lSdu3b1dcXJxeeeUV+zZmz54tf39/rV+/XlOmTNGzzz6rZcuWSZKMMerTp49OnjyplStXatmyZdq9e7diY2PzrOndd9/V6NGjNWHCBG3btk0TJ07UmDFjNHv2bEnSq6++qgULFuizzz7T9u3bNWfOnBwH5ZXZyZMntWTJEg0dOlT+/v45llepUqXQv/fdu3frq6++0qJFi7Ro0SKtXLnS3s0/Li5O/fv317333qtt27bpxx9/1M033yxjjEaMGKF+/frZWzrj4uLUtm1b+3afeuopPfroo9q2bZu6d+9eqNf15ptvaujQoXrggQf0559/asGCBapfv74k2YP9zJkzFRcXZ5/O7pVXXtFLL72kF198UX/88Ye6d++um266STt37nRYb/To0RoxYoQ2b96sBg0aqH///qXaAu8sJ0+e1HfffachQ4bI19fXYVlERIQGDhyouXPn2o8Dpk6dqqZNm+rXX3/VqFGj9Nhjj9n/lvP7XJ43b55q1aqlZ5991r4/SFJycrJatmypRYsW6a+//tIDDzygO++8U+vXr7fXMWrUKE2ePFljxozR1q1b9fHHHys8PDzX1xMXF6cOHTqoefPm2rhxo5YsWaKjR4+qX79+9uV57bMVgkGlcPfdd5vevXsbY4y5+uqrzb333muMMWb+/PnG9jYPGDDAdO3a1eFxI0eONI0bN7ZP16lTx9xxxx32aavVasLCwsybb75pjDHm/fffNw0bNjRWq9W+TkpKivH19TXfffddqbw2GNO2bVszffp0Y4wxaWlpplq1ambZsmXGGGNWrFhhJJnvv//evv4333xjJJmkpCRjjDFjx441zZo1sy+/++67TZ06dUxGRoZ9XsOGDc21115rn05PTzf+/v7mk08+ybOuKVOmmJYtW9qnsz7PiRMnjCTz448/Fv+FI19Z/+6zi42NNY0aNTLLly83QUFBJjk52WH5JZdcYt5++21jTOb75u7ubg4ePGhfvnjxYuPm5mbi4uLszxUeHm5SUlIctlOnTh3z8ssvG2OMeemll0yDBg1MampqCb1CGJPzfV6/fr0JDQ01t956q/H09DQfffSRfVlqaqqJjIw0U6ZMMcZc/Hw4deqUwzY7dOhgrrnmGod5V155pXnqqaeMMcYsXbrUuLu7mwMHDtiXb9myxUgyv/zyizEm5+dKVFSU+fjjjx22+dxzz5k2bdoYY4x55JFHzHXXXefw/8OVrF+/3kgy8+bNy3Odwv7e/fz8zNmzZ+3rjBw50rRu3doYY8ymTZuMJLNv375cnyO3z429e/caSfb/MzbZ32NjjHn55ZdNnTp17NORkZFm9OjReb4mSWb+/Pn5bjcyMtJMmDDBYZ0rr7zSDBkyxKG+9957z77c9nvZtm1bns9dUa1bty7X35vNtGnTjCRz9OhRU6dOHXP99dc7LI+NjTU9evQwxhT8uZz1Mzw/N9xwg3niiSeMMcacPXvWeHt7m3fffTfXdW3v12+//WaMMWbMmDGmW7duDuscPHjQSDLbt28vcJ8t72iZqoQmT56s2bNna+vWrQ7zt23bpnbt2jnMa9eunXbu3KmMjAz7vKZNm9rvWywWRURE6NixY5IyW7d27dqlwMBABQQEKCAgQFWrVlVycrJ2795diq/KdW3fvl2//PKLbr/9dkmSh4eHYmNjc3TBy/q+1ahRQ5Ls71tuLrvsMrm5XfwICA8Pd2hFcHd3V2hoqMM2vvjiC11zzTWKiIhQQECAxowZk+f5W1WrVtWgQYPUvXt39erVS6+88or9Wy+UPmOMLBaLNm3apPPnzys0NNT+NxsQEKC9e/c6/M3Wrl1btWrVsk+3adNGVqvVobtokyZN5OXlledz3nbbbUpKSlK9evV0//33a/78+ZXyW2NnWLRokQICAuTj46M2bdqoffv2euSRR5SWlubwue7p6amrrrpK27ZtK3CbWT8zpMzPDdvf+7Zt2xQVFaWoqCj78saNG6tKlSq5bvv48eP2k+Wz7mfPP/+8fT8bNGiQNm/erIYNG+rRRx/V0qVLi/W7qKjMhW/Z82udL+zvPTo6WoGBgfbprO9ds2bN1LlzZzVp0kS33Xab3n333UKfS92qVasivaZjx47pyJEj6ty5c5Eel9XZs2d15MiRXI9Psu9rRf0/V1ll35fatGnjsLxNmzb2311xPpczMjI0YcIENW3a1P6/Y+nSpfb/99u2bVNKSkqh3/dNmzZpxYoVDp8Nl156qaTMVtZ/s8+WB4SpSqh9+/bq3r27nn76aYf5toOr7POy8/T0dJi2WCz2kcGsVqtatmypzZs3O9x27NihAQMGlPArgSS9//77Sk9PV82aNeXh4SEPDw+9+eabmjdvnsOHTdb3zfY+5zeiW27vc37v/bp163T77berR48eWrRokX777TeNHj063+6dM2fO1Nq1a9W2bVvNnTtXDRo0sJ8XgNK1bds21a1bV1arVTVq1MjxN7t9+3aNHDkyz8fb9qGsnxm5dU3KKioqStu3b9f//vc/+fr6asiQIWrfvn2pnsjuKjp16mR/35KTkzVv3jwFBwdLynlwnttnfW7y+3vPaxt5zbc97t1333XYz/766y/73/wVV1yhvXv36rnnnlNSUpL69eunW2+9tRCvvnKIiYmRxWLJN+gW9vee33vn7u6uZcuWafHixWrcuLFee+01NWzYUHv37i2wxux/425ubjmOE7L+PWfvgvZvFGY/Lur/uYqqfv36slgsOb4Ut/n7778VEhKiatWq5bkN2++nOJ/LL730kl5++WU9+eST+uGHH7R582Z1797d/v++qO+71WpVr169cvwf2rlzp9q3b/+v9tnygDBVSb3wwgtauHCh1qxZY5/XuHFj/fTTTw7rrVmzRg0aNJC7u3uhtnvFFVdo586dCgsLU/369R1utn/sKDnp6en64IMP9NJLLzl8AP3++++qU6eOPvroozKr5eeff1adOnU0evRotWrVSjExMYUaTKJFixYaNWqU1qxZo8svv1wff/xxGVTr2n744Qf9+eefuuWWW3TFFVcoPj5eHh4eOf5ms/4jPnDggI4cOWKfXrt2rdzc3OwDTRSWr6+vbrrpJr366qv68ccftXbtWv35558l9tpclb+/v+rXr686derYDyjr168vLy8vh8/1tLQ0bdy4UY0aNZIke0ti1t4HhdG4cWMdOHDA4ZzJrVu36syZM/ZtZxUeHq6aNWtqz549OfazunXr2tcLCgpSbGys3n33Xc2dO1dffvmly4xKVrVqVXXv3l3/+9//cj2x/vTp00X+vefFYrGoXbt2Gj9+vH777Td5eXlp/vz5kjL3icLuD9WrV1d8fLxDoMp67aDAwEBFR0fnO8y5p6dnvs8XFBSkyMjIXI9PivKaK5PQ0FB17dpVb7zxhpKSkhyWxcfH66OPPlJsbKw9MGX/knLdunX2lh8p/8/l3PaH1atXq3fv3rrjjjvUrFkz1atXz+H8tZiYGPn6+hZ6ePsrrrhCW7ZsUXR0dI7PB1uAz2+fLe88nF0ASkeTJk00cOBAhxFdnnjiCV155ZV67rnnFBsbq7Vr1+r11193GG2pIAMHDtTUqVPVu3dv+8g7Bw4c0Lx58zRy5EiHbkL49xYtWqRTp05p8ODBOcLqrbfeqvfffz/PASBKWv369XXgwAF9+umnuvLKK/XNN9/k+0G3d+9evfPOO7rpppsUGRmp7du3a8eOHbrrrrvKpF5XkZKSovj4eGVkZOjo0aNasmSJJk2apJ49e+quu+6Sm5ub2rRpoz59+mjy5Mlq2LChjhw5om+//VZ9+vSxd+vx8fHR3XffrRdffFFnz57Vo48+qn79+ikiIqLQtcyaNUsZGRlq3bq1/Pz89OGHH8rX11d16tQprZfv0vz9/fXQQw/ZR+CsXbu2pkyZosTERA0ePFiSVKdOHVksFi1atEg33HCDfH19FRAQUOC2u3TpoqZNm2rgwIGaPn260tPTNWTIEHXo0CHPrmDjxo3To48+qqCgIPXo0UMpKSnauHGjTp06pccff1wvv/yyatSooebNm8vNzU2ff/65IiIiVKVKlZL8tZRrb7zxhtq2baurrrpKzz77rJo2bar09HQtW7ZMb775prZu3Vrk33t269ev1/Lly9WtWzeFhYVp/fr1On78uD2YREdH67vvvtP27dsVGhqa7xehHTt21PHjxzVlyhTdeuutWrJkiRYvXqygoCD7OuPGjdODDz6osLAw9ejRQ+fOndPPP/+sRx55xP58y5cvV7t27eTt7a2QkJAczzNy5EiNHTtWl1xyiZo3b66ZM2dq8+bNZfqFYXnz+uuvq23bturevbuef/551a1bV1u2bNHIkSNVs2ZNh5Hzfv75Z02ZMkV9+vTRsmXL9Pnnn+ubb76RVPDncnR0tFatWqXbb79d3t7eqlatmurXr68vv/xSa9asUUhIiKZNm6b4+Hj7PuTj46OnnnpKTz75pLy8vNSuXTsdP35cW7ZssX/2ZDV06FC9++676t+/v0aOHKlq1app165d+vTTT/Xuu+9q48aN+e6z5Z5TztRCicvthNJ9+/YZb29vk/Vt/uKLL0zjxo2Np6enqV27tpk6darDY3I7EbFZs2Zm7Nix9um4uDhz1113mWrVqhlvb29Tr149c//995szZ86U9MtyeT179jQ33HBDrstsJ2y+9NJLOU4w/+2334wks3fvXmNM7gNQZN9fOnToYIYNG+YwL/v+MHLkSBMaGmoCAgJMbGysefnll01wcLB9edbniY+PN3369DE1atQwXl5epk6dOuaZZ55xGPQC/87dd99tJBlJxsPDw1SvXt106dLFzJgxw+H3fPbsWfPII4+YyMhI4+npaaKioszAgQPtJ7nb3rc33njDREZGGh8fH3PzzTebkydPOjxXboNdZN1H5s+fb1q3bm2CgoKMv7+/ufrqqx0GRkHx5DfQSFJSknnkkUfsn8ft2rWzD1Rg8+yzz5qIiAhjsVjM3XffbYzJ/e+9d+/e9uXGGLN//35z0003GX9/fxMYGGhuu+02Ex8fb1+e2+AEH330kWnevLnx8vIyISEhpn379vYBF9555x3TvHlz4+/vb4KCgkznzp3Nr7/+WqzfSUV25MgRM3ToUFOnTh3j5eVlatasaW666SazYsUKY0zxfu9ZB4XYunWr6d69u6levbrx9vY2DRo0MK+99pp93WPHjpmuXbuagIAAI8msWLEix4ABWb355psmKirK+Pv7m7vuustMmDDBYQAKY4x56623TMOGDY2np6epUaOGeeSRR+zLFixYYOrXr288PDzsj8v+GjIyMsz48eNNzZo1jaenp2nWrJlZvHixfXlu9Z06dcpef2W1b98+M2jQIBMREWH/7H7kkUfMP//8Y1+nTp06Zvz48aZfv37Gz8/PhIeHOwwkUtDn8tq1a03Tpk0djhdPnDhhevfubQICAkxYWJj573//a+666y6Hz6GMjAzz/PPPmzp16tiPKSdOnGiMyf392rFjh+nbt6+pUqWK8fX1NZdeeqkZPny4sVqtBe6z5Z3FmIoy7iAAAAAAlB+cMwUAAAAAxUCYAgAAAIBiIEwBAAAAQDEQpgAAAACgGAhTAAAAAFAMhCkAAAAAKAbCFAAAAAAUA2EKAAAAAIqBMAUAqBTGjRun5s2bO7uMUrNv3z5ZLBZt3rzZ2aUAAC4gTAEAStSgQYNksVhksVjk4eGh2rVr66GHHtKpU6ecXZpdXsGLwAIAKArCFACgxF1//fWKi4vTvn379N5772nhwoUaMmSIs8uqEFJTU51dAgCgkAhTAIAS5+3trYiICNWqVUvdunVTbGysli5dKkmyWq169tlnVatWLXl7e6t58+ZasmSJw+OfeuopNWjQQH5+fqpXr57GjBmjtLQ0h3VeeOEFhYeHKzAwUIMHD1ZycnKJv46MjAwNHjxYdevWla+vrxo2bKhXXnnFYR1bK1zWW3R0dKEfP2jQIPXp00eTJk1SZGSkGjRoIEn65Zdf1KJFC/n4+KhVq1b67bffHB536tQpDRw4UNWrV5evr69iYmI0c+bMEv8dAADy5uHsAgAAlduePXu0ZMkSeXp6SpJeeeUVvfTSS3r77bfVokULzZgxQzfddJO2bNmimJgYSVJgYKBmzZqlyMhI/fnnn7r//vsVGBioJ598UpL02WefaezYsfrf//6na6+9Vh9++KFeffVV1atXr0Rrt1qtqlWrlj777DNVq1ZNa9as0QMPPKAaNWqoX79+kqS4uDj7+gkJCbr++uvVpk2bQj9ekpYvX66goCAtW7ZMxhglJCSoZ8+euu666zRnzhzt3btXw4YNc6htzJgx2rp1qxYvXqxq1app165dSkpKKtHXDwAogAEAoATdfffdxt3d3fj7+xsfHx8jyUgy06ZNM8YYExkZaSZMmODwmCuvvNIMGTIkz21OmTLFtGzZ0j7dpk0b8+CDDzqs07p1a9OsWbNC1Th27Fjj5uZm/P39HW5+fn5Gkvntt9/yfOyQIUPMLbfckmO+1Wo1ffv2NS1btjSJiYmFfvzdd99twsPDTUpKin3e22+/bapWrWoSEhLs8958802H2nr16mXuueeeQr1eAEDpoGUKAFDiOnXqpDfffFOJiYl67733tGPHDj3yyCM6e/asjhw5onbt2jms365dO/3+++/26S+++ELTp0/Xrl27dP78eaWnpysoKMi+fNu2bXrwwQcdttGmTRutWLGi0DU2bNhQCxYscJh3+PBhdezY0WHeW2+9pffee0/79+9XUlKSUlNTcx284umnn9batWu1YcMG+fr6FunxTZo0kZeXl8Pra9asmfz8/BxeX1YPPfSQbrnlFv3666/q1q2b+vTpo7Zt2xb69QMA/j3OmQIAlDh/f3/Vr19fTZs21auvvqqUlBSNHz/evtxisTisb4yxz1u3bp1uv/129ejRQ4sWLdJvv/2m0aNHl/jADF5eXqpfv77DrU6dOg7rfPbZZ3rsscd07733aunSpdq8ebPuueeeHLXMmTNHL7/8subPn69atWoV+fH+/v4O08aYAuvv0aOH9u/fr+HDh+vIkSPq3LmzRowYUdRfAwDgXyBMAQBK3dixY/Xiiy/q/PnzioyM1E8//eSwfM2aNWrUqJEk6eeff1adOnU0evRotWrVSjExMdq/f7/D+o0aNdK6desc5mWfLgmrV69W27ZtNWTIELVo0UL169fX7t27HdZZu3at7rvvPr399tu6+uqri/z43DRu3Fi///67wzlQub2+6tWra9CgQZozZ46mT5+ud955p5ivFABQHIQpAECp69ixoy677DJNnDhRI0eO1OTJkzV37lxt375d//d//6fNmzfbB1ioX7++Dhw4oE8//VS7d+/Wq6++qvnz5ztsb9iwYZoxY4ZmzJihHTt2aOzYsdqyZUuJ112/fn1t3LhR3333nXbs2KExY8Zow4YN9uXx8fHq27evbr/9dnXv3l3x8fGKj4/X8ePHC/X4vAwYMEBubm4aPHiwtm7dqm+//VYvvviiwzrPPPOMvv76a+3atUtbtmzRokWL7IEUAFA2CFMAgDLx+OOP691331Xfvn31xBNP6IknnlCTJk20ZMkSLViwwD6SX+/evfXYY4/p4YcfVvPmzbVmzRqNGTPGYVuxsbF65pln9NRTT6lly5bav3+/HnrooRKv+cEHH9TNN9+s2NhYtW7dWidOnHC4Xtbff/+to0ePavbs2apRo4b9duWVVxbq8XkJCAjQwoULtXXrVrVo0UKjR4/W5MmTHdbx8vLSqFGj1LRpU7Vv317u7u769NNPS/YXAADIl8UUpmM2AAAAAMABLVMAAAAAUAyEKQBApRMQEJDnbfXq1c4uDwBQSdDNDwBQ6ezatSvPZTVr1nS4DhQAAMVFmAIAAACAYqCbHwAAAAAUA2EKAAAAAIqBMAUAAAAAxUCYAgAAAIBiIEwBAAAAQDEQpgAAAACgGAhTAAAAAFAM/w+w2JneJZtlugAAAABJRU5ErkJggg==", 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", 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", 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import pandas as pd\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "\n", + "\n", + "# Pairplot numerical columns ke liye\n", + "sns.pairplot(df, hue='Risk_Score', palette='viridis')\n", + "plt.suptitle(\"Pairplot of Numerical Columns\", y=1.02)\n", + "plt.show()\n", + "\n", + "# Correlation heatmap\n", + "correlation_matrix = df.corr()\n", + "plt.figure(figsize=(12, 8))\n", + "sns.heatmap(correlation_matrix, annot=True, cmap='coolwarm', fmt=\".2f\")\n", + "plt.title(\"Correlation Heatmap\")\n", + "plt.show()\n", + "\n", + "# Boxplots for categorical columns\n", + "categorical_cols = df.select_dtypes(include=['object']).columns\n", + "for col in categorical_cols:\n", + " plt.figure(figsize=(10, 6))\n", + " sns.boxplot(x=col, y='Risk_Score', data=df)\n", + " plt.title(f\"Boxplot of {col} vs Risk_Score\")\n", + " plt.show()\n", + "\n", + "# Violin plots for categorical columns\n", + "for col in categorical_cols:\n", + " plt.figure(figsize=(10, 6))\n", + " sns.violinplot(x=col, y='Risk_Score', data=df)\n", + " plt.title(f\"Violin Plot of {col} vs Risk_Score\")\n", + " plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d333404a-47e8-475e-aef7-9f851423765c", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Vehicle Live Risk Prediction/Model/Extra_Models.ipynb b/Vehicle Live Risk Prediction/Model/Extra_Models.ipynb new file mode 100644 index 000000000..8beea1c1e --- /dev/null +++ b/Vehicle Live Risk Prediction/Model/Extra_Models.ipynb @@ -0,0 +1,285 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 20, + "id": "2bc812ed-e9f4-4794-82b3-eabb0ff7571f", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.preprocessing import StandardScaler\n", + "from sklearn.metrics import accuracy_score, classification_report\n", + "from tensorflow import keras\n", + "from tensorflow.keras import layers\n", + "from sklearn.preprocessing import LabelEncoder\n", + "\n", + "df = pd.read_csv(\"/home/keshav/Downloads/Vehicle Risk Prediction Dataset.csv\")\n", + "\n", + "\n", + "\n", + "# Encode categorical features using LabelEncoder\n", + "le_visibility = LabelEncoder()\n", + "le_road_surface_conditions = LabelEncoder()\n", + "le_weather = LabelEncoder()\n", + "le_traffic_density = LabelEncoder()\n", + "le_road_hazards = LabelEncoder()\n", + "#le_time_of_day = LabelEncoder()\n", + "le_fatigue_level = LabelEncoder()\n", + "le_medical_condition = LabelEncoder()\n", + "le_speeding = LabelEncoder()\n", + "le_light= LabelEncoder()\n", + "#le_road_type=LabelEncoder()\n", + "#le_landscape=LabelEncoder()\n", + "\n", + "df['visibility_n'] = le_visibility.fit_transform(df['Visibility'])\n", + "df['road_surface_conditions_n'] = le_road_surface_conditions.fit_transform(df['Road_Surface_Conditions'])\n", + "df['weather_n'] = le_weather.fit_transform(df['Weather'])\n", + "df['traffic_density_n'] = le_traffic_density.fit_transform(df['Traffic_Density'])\n", + "df['road_hazards_n'] = le_road_hazards.fit_transform(df['Road_Hazards'])\n", + "#df['time_of_day_n'] = le_time_of_day.fit_transform(df['Time_of_Day'])\n", + "df['fatigue_level_n'] = le_fatigue_level.fit_transform(df['Fatigue_Level'])\n", + "df['medical_condition_n'] = le_medical_condition.fit_transform(df['Medical_Condition'])\n", + "df['speeding_n'] = le_speeding.fit_transform(df['Speeding'])\n", + "df['light_condition']=le_light.fit_transform(df['Light_Conditions'])\n", + "#df['roadtype'] = le_road_type.fit_transform(df['Road_Type'])\n", + "#df['landscape_n']=le_landscape.fit_transform(df['Landscape'])\n" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "a4e4860f-2fd9-491c-90d3-037101f30bfd", + "metadata": {}, + "outputs": [], + "source": [ + "df = df.drop(['Light_Conditions', 'Road_Type', 'Landscape', 'Visibility', 'Road_Surface_Conditions', 'Weather', 'Traffic_Density', 'Road_Hazards', 'Time_of_Day', 'Fatigue_Level', 'Medical_Condition', 'Speeding','Driver_Age','Last_Service_Months_Ago'], axis='columns')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "24d380cf-882d-455c-9ea6-7e05b3c4d2d1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Mean Squared Error: 0.03247239784420999\n", + "R^2 Score: 0.8634195445701373\n" + ] + } + ], + "source": [ + "import pandas as pd\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.linear_model import Lasso\n", + "from sklearn.metrics import mean_squared_error, r2_score\n", + "\n", + "# Assuming 'df' is your DataFrame\n", + "\n", + "# Separate features (X) and target variable (y)\n", + "X = df.drop('Risk_Score', axis=1)\n", + "y = df['Risk_Score'].apply(lambda x: 1 if x > 50 else 0)\n", + "\n", + "# Split the data into training and testing sets\n", + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n", + "\n", + "# Create and train the Lasso regression model\n", + "model = Lasso(alpha=0.1) # You can adjust the alpha (regularization strength) parameter\n", + "model.fit(X_train, y_train)\n", + "\n", + "# Make predictions on the test set\n", + "y_pred = model.predict(X_test)\n", + "\n", + "# Evaluate the model\n", + "mse = mean_squared_error(y_test, y_pred)\n", + "r2 = r2_score(y_test, y_pred)\n", + "\n", + "print(\"Mean Squared Error:\", mse)\n", + "print(\"R^2 Score:\", r2)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "fd19bbbb-e785-43e6-bc11-16a3d0c7b216", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Mean Squared Error: 0.007214250517408194\n", + "R^2 Score: 0.9696565179454888\n" + ] + } + ], + "source": [ + "\n", + "from sklearn.linear_model import Ridge\n", + "\n", + "model = Ridge(alpha=1.0) \n", + "model.fit(X_train, y_train)\n", + "\n", + "# Make predictions on the test set\n", + "y_pred = model.predict(X_test)\n", + "\n", + "# Evaluate the model\n", + "mse = mean_squared_error(y_test, y_pred)\n", + "r2 = r2_score(y_test, y_pred)\n", + "\n", + "print(\"Mean Squared Error:\", mse)\n", + "print(\"R^2 Score:\", r2)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "ec2bb856-0509-4d36-b004-ac3f657127e5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy: 1.0\n", + "\n", + "Classification Report:\n", + " precision recall f1-score support\n", + "\n", + " 0 1.00 1.00 1.00 1168\n", + " 1 1.00 1.00 1.00 1832\n", + "\n", + " accuracy 1.00 3000\n", + " macro avg 1.00 1.00 1.00 3000\n", + "weighted avg 1.00 1.00 1.00 3000\n", + "\n" + ] + } + ], + "source": [ + "from sklearn.ensemble import GradientBoostingClassifier\n", + "from sklearn.metrics import accuracy_score, classification_report\n", + "\n", + "\n", + "# Create and train the Gradient Boosting model\n", + "model = GradientBoostingClassifier(n_estimators=100, learning_rate=0.1, max_depth=3, random_state=42)\n", + "model.fit(X_train, y_train)\n", + "\n", + "# Make predictions on the test set\n", + "y_pred = model.predict(X_test)\n", + "\n", + "# Evaluate the model\n", + "accuracy = accuracy_score(y_test, y_pred)\n", + "class_report = classification_report(y_test, y_pred)\n", + "\n", + "print(\"Accuracy:\", accuracy)\n", + "print(\"\\nClassification Report:\\n\", class_report)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "cc0eb215-0d5e-4f39-9d34-6788e03c5338", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 1/3\n", + "600/600 [==============================] - 5s 6ms/step - loss: 0.0338 - accuracy: 0.9944 - val_loss: 0.0135 - val_accuracy: 0.9983\n", + "Epoch 2/3\n", + "600/600 [==============================] - 3s 5ms/step - loss: 0.0012 - accuracy: 0.9998 - val_loss: 0.0153 - val_accuracy: 0.9983\n", + "Epoch 3/3\n", + "600/600 [==============================] - 1s 2ms/step - loss: 4.2283e-04 - accuracy: 0.9998 - val_loss: 0.0171 - val_accuracy: 0.9983\n", + "94/94 [==============================] - 0s 2ms/step\n", + "Accuracy: 0.9996666666666667\n", + "\n", + "Classification Report:\n", + " precision recall f1-score support\n", + "\n", + " 0 1.00 1.00 1.00 1168\n", + " 1 1.00 1.00 1.00 1832\n", + "\n", + " accuracy 1.00 3000\n", + " macro avg 1.00 1.00 1.00 3000\n", + "weighted avg 1.00 1.00 1.00 3000\n", + "\n" + ] + } + ], + "source": [ + "import pandas as pd\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.preprocessing import StandardScaler\n", + "from sklearn.metrics import accuracy_score, classification_report\n", + "from tensorflow import keras\n", + "from tensorflow.keras import layers\n", + "from sklearn.preprocessing import LabelEncoder\n", + "\n", + "scaler = StandardScaler()\n", + "X_train_scaled = scaler.fit_transform(X_train)\n", + "X_test_scaled = scaler.transform(X_test)\n", + "\n", + "# Create an Artificial Neural Network model\n", + "model = keras.Sequential([\n", + " layers.Dense(64, activation='relu', input_dim=X_train.shape[1]),\n", + " layers.Dropout(0.2),\n", + " layers.Dense(32, activation='relu'),\n", + " layers.Dropout(0.2),\n", + " layers.Dense(1, activation='sigmoid')\n", + "])\n", + "\n", + "# Compile the model\n", + "model.compile(optimizer='adam', loss='binary_crossentropy', metrics=['accuracy'])\n", + "\n", + "# Train the model\n", + "model.fit(X_train_scaled, y_train, epochs=3, batch_size=16, validation_split=0.2)#if i take more epoch it gonna give same output..tested with 10,20 epochs\n", + "\n", + "# Make predictions on the test set\n", + "y_pred_proba = model.predict(X_test_scaled)\n", + "y_pred = (y_pred_proba > 0.5).astype(int)\n", + "\n", + "# Evaluate the model\n", + "accuracy = accuracy_score(y_test, y_pred)\n", + "class_report = classification_report(y_test, y_pred)\n", + "\n", + "print(\"Accuracy:\", accuracy)\n", + "print(\"\\nClassification Report:\\n\", class_report)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dd3a7448-5b3c-411c-9baa-aba650f165f9", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Vehicle Live Risk Prediction/Model/MultivariateLogistic.ipynb b/Vehicle Live Risk Prediction/Model/MultivariateLogistic.ipynb new file mode 100644 index 000000000..b56a3e3f1 --- /dev/null +++ b/Vehicle Live Risk Prediction/Model/MultivariateLogistic.ipynb @@ -0,0 +1,342 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "f864ab40-a860-46ad-a1d9-7bdf1309a79f", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.preprocessing import StandardScaler\n", + "from sklearn.linear_model import LogisticRegression\n", + "from sklearn.metrics import accuracy_score, classification_report, confusion_matrix\n", + "from sklearn.preprocessing import LabelEncoder" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "e30f63fa-45fa-44e9-af81-a0234996cf17", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv(\"Downloads/Vehicle Risk Prediction Dataset.csv\")\n", + "\n", + "\n", + "\n", + "# Encode categorical features using LabelEncoder\n", + "le_visibility = LabelEncoder()\n", + "le_road_surface_conditions = LabelEncoder()\n", + "le_weather = LabelEncoder()\n", + "le_traffic_density = LabelEncoder()\n", + "le_road_hazards = LabelEncoder()\n", + "#le_time_of_day = LabelEncoder()\n", + "le_fatigue_level = LabelEncoder()\n", + "le_medical_condition = LabelEncoder()\n", + "le_speeding = LabelEncoder()\n", + "le_light= LabelEncoder()\n", + "#le_road_type=LabelEncoder()\n", + "#le_landscape=LabelEncoder()\n", + "\n", + "df['visibility_n'] = le_visibility.fit_transform(df['Visibility'])\n", + "df['road_surface_conditions_n'] = le_road_surface_conditions.fit_transform(df['Road_Surface_Conditions'])\n", + "df['weather_n'] = le_weather.fit_transform(df['Weather'])\n", + "df['traffic_density_n'] = le_traffic_density.fit_transform(df['Traffic_Density'])\n", + "df['road_hazards_n'] = le_road_hazards.fit_transform(df['Road_Hazards'])\n", + "#df['time_of_day_n'] = le_time_of_day.fit_transform(df['Time_of_Day'])\n", + "df['fatigue_level_n'] = le_fatigue_level.fit_transform(df['Fatigue_Level'])\n", + "df['medical_condition_n'] = le_medical_condition.fit_transform(df['Medical_Condition'])\n", + "df['speeding_n'] = le_speeding.fit_transform(df['Speeding'])\n", + "df['light_condition']=le_light.fit_transform(df['Light_Conditions'])\n", + "#df['roadtype'] = le_road_type.fit_transform(df['Road_Type'])\n", + "#df['landscape_n']=le_landscape.fit_transform(df['Landscape'])\n", + "\n", + "df = df.drop(['Light_Conditions', 'Road_Type', 'Landscape', 'Visibility', 'Road_Surface_Conditions', 'Weather', 'Traffic_Density', 'Road_Hazards', 'Time_of_Day', 'Fatigue_Level', 'Medical_Condition', 'Speeding','Driver_Age','Last_Service_Months_Ago'], axis='columns')\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "9c00a4d1-7958-45db-8495-57287af3503a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Driver_ExperienceDriver_Awake_TimeVehicle_Speed_RatioCargo_LoadTemperatureRisk_Scorevisibility_nroad_surface_conditions_nweather_ntraffic_density_nroad_hazards_nfatigue_level_nmedical_condition_nspeeding_nlight_condition
015.51.02882210.4001131502
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335.91.091672514.7001131502
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\n", + "
" + ], + "text/plain": [ + " Driver_Experience Driver_Awake_Time Vehicle_Speed_Ratio Cargo_Load \\\n", + "0 1 5.5 1.02 88 \n", + "1 1 5.5 1.02 88 \n", + "2 1 5.5 1.02 88 \n", + "3 3 5.9 1.09 167 \n", + "4 3 5.9 1.09 167 \n", + "\n", + " Temperature Risk_Score visibility_n road_surface_conditions_n \\\n", + "0 22 10.4 0 0 \n", + "1 22 10.4 0 0 \n", + "2 22 10.4 0 0 \n", + "3 25 14.7 0 0 \n", + "4 25 14.7 0 0 \n", + "\n", + " weather_n traffic_density_n road_hazards_n fatigue_level_n \\\n", + "0 1 1 3 1 \n", + "1 1 1 3 1 \n", + "2 1 1 3 1 \n", + "3 1 1 3 1 \n", + "4 1 1 3 1 \n", + "\n", + " medical_condition_n speeding_n light_condition \n", + "0 5 0 2 \n", + "1 5 0 2 \n", + "2 5 0 2 \n", + "3 5 0 2 \n", + "4 5 0 2 " + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X = df.drop('Risk_Score', axis=1)\n", + "y = df['Risk_Score'].apply(lambda x: 1 if x > 50 else 0)\n", + "\n", + "# Split the data into training and testing sets\n", + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n", + "df.head()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "39c7562a-2af4-4fec-8b98-83617f173a1a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best Hyperparameters: {'C': 1}\n", + "\n", + "Accuracy: 1.0\n", + "\n", + "Confusion Matrix:\n", + " [[1168 0]\n", + " [ 0 1832]]\n", + "\n", + "Classification Report:\n", + " precision recall f1-score support\n", + "\n", + " 0 1.00 1.00 1.00 1168\n", + " 1 1.00 1.00 1.00 1832\n", + "\n", + " accuracy 1.00 3000\n", + " macro avg 1.00 1.00 1.00 3000\n", + "weighted avg 1.00 1.00 1.00 3000\n", + "\n" + ] + } + ], + "source": [ + "\n", + "# Standardize features\n", + "scaler = StandardScaler()\n", + "X_train_scaled = scaler.fit_transform(X_train)\n", + "X_test_scaled = scaler.transform(X_test)\n", + "\n", + "# Create Logistic Regression model with increased max_iter\n", + "logreg = LogisticRegression(max_iter=1000, random_state=42)\n", + "\n", + "# Define hyperparameters for tuning\n", + "param_grid = {'C': [0.001, 0.01, 0.1, 1, 10, 100, 1000]}\n", + "\n", + "# Use GridSearchCV for hyperparameter tuning\n", + "grid_search = GridSearchCV(logreg, param_grid, cv=5, scoring='accuracy')\n", + "grid_search.fit(X_train_scaled, y_train)\n", + "\n", + "# Get the best hyperparameters\n", + "best_params = grid_search.best_params_\n", + "\n", + "# Train the model with the best hyperparameters\n", + "best_logreg = LogisticRegression(C=best_params['C'], max_iter=1000, random_state=42)\n", + "best_logreg.fit(X_train_scaled, y_train)\n", + "\n", + "# Make predictions on the test set\n", + "y_pred = best_logreg.predict(X_test_scaled)\n", + "\n", + "# Evaluate the model\n", + "accuracy = accuracy_score(y_test, y_pred)\n", + "conf_matrix = confusion_matrix(y_test, y_pred)\n", + "class_report = classification_report(y_test, y_pred)\n", + "\n", + "print(\"Best Hyperparameters:\", best_params)\n", + "print(\"\\nAccuracy:\", accuracy)\n", + "print(\"\\nConfusion Matrix:\\n\", conf_matrix)\n", + "print(\"\\nClassification Report:\\n\", class_report)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "834bf220-9981-4d2d-8535-0647e8ebbed5", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Vehicle Live Risk Prediction/Model/RandomForest.ipynb b/Vehicle Live Risk Prediction/Model/RandomForest.ipynb new file mode 100644 index 000000000..1b24ddede --- /dev/null +++ b/Vehicle Live Risk Prediction/Model/RandomForest.ipynb @@ -0,0 +1,154 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 14, + "id": "e66fd664-189e-4c74-ace5-1a5685dd5575", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "from sklearn.ensemble import RandomForestClassifier\n", + "from sklearn.model_selection import train_test_split, GridSearchCV\n", + "from sklearn.ensemble import RandomForestClassifier\n", + "from sklearn.metrics import accuracy_score, classification_report, confusion_matrix\n", + "from sklearn.preprocessing import LabelEncoder\n", + "\n", + "df = pd.read_csv(\"Downloads/Vehicle Risk Prediction Dataset.csv\")\n", + "\n", + "\n", + "\n", + "# Encode categorical features using LabelEncoder\n", + "le_visibility = LabelEncoder()\n", + "le_road_surface_conditions = LabelEncoder()\n", + "le_weather = LabelEncoder()\n", + "le_traffic_density = LabelEncoder()\n", + "le_road_hazards = LabelEncoder()\n", + "#le_time_of_day = LabelEncoder()\n", + "le_fatigue_level = LabelEncoder()\n", + "le_medical_condition = LabelEncoder()\n", + "le_speeding = LabelEncoder()\n", + "le_light= LabelEncoder()\n", + "#le_road_type=LabelEncoder()\n", + "#le_landscape=LabelEncoder()\n", + "\n", + "df['visibility_n'] = le_visibility.fit_transform(df['Visibility'])\n", + "df['road_surface_conditions_n'] = le_road_surface_conditions.fit_transform(df['Road_Surface_Conditions'])\n", + "df['weather_n'] = le_weather.fit_transform(df['Weather'])\n", + "df['traffic_density_n'] = le_traffic_density.fit_transform(df['Traffic_Density'])\n", + "df['road_hazards_n'] = le_road_hazards.fit_transform(df['Road_Hazards'])\n", + "#df['time_of_day_n'] = le_time_of_day.fit_transform(df['Time_of_Day'])\n", + "df['fatigue_level_n'] = le_fatigue_level.fit_transform(df['Fatigue_Level'])\n", + "df['medical_condition_n'] = le_medical_condition.fit_transform(df['Medical_Condition'])\n", + "df['speeding_n'] = le_speeding.fit_transform(df['Speeding'])\n", + "df['light_condition']=le_light.fit_transform(df['Light_Conditions'])\n", + "#df['roadtype'] = le_road_type.fit_transform(df['Road_Type'])\n", + "#df['landscape_n']=le_landscape.fit_transform(df['Landscape'])\n", + "\n", + "df = df.drop(['Light_Conditions', 'Road_Type', 'Landscape', 'Visibility', 'Road_Surface_Conditions', 'Weather', 'Traffic_Density', 'Road_Hazards', 'Time_of_Day', 'Fatigue_Level', 'Medical_Condition', 'Speeding','Driver_Age','Last_Service_Months_Ago'], axis='columns')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "1c5a9c57-b772-4229-ba87-b36d69e25592", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best Hyperparameters: {'max_depth': None, 'min_samples_leaf': 1, 'min_samples_split': 2, 'n_estimators': 50}\n", + "\n", + "Accuracy: 1.0\n", + "\n", + "Confusion Matrix:\n", + " [[1168 0]\n", + " [ 0 1832]]\n", + "\n", + "Classification Report:\n", + " precision recall f1-score support\n", + "\n", + " 0 1.00 1.00 1.00 1168\n", + " 1 1.00 1.00 1.00 1832\n", + "\n", + " accuracy 1.00 3000\n", + " macro avg 1.00 1.00 1.00 3000\n", + "weighted avg 1.00 1.00 1.00 3000\n", + "\n" + ] + } + ], + "source": [ + "# Separate features (X) and target variable (y)\n", + "# Separate features (X) and target variable (y)\n", + "X = df.drop('Risk_Score', axis=1)\n", + "y = df['Risk_Score'].apply(lambda x: 1 if x > 50 else 0)\n", + "\n", + "# Split the data into training and testing sets\n", + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n", + "\n", + "# Define the parameter grid to search\n", + "param_grid = {\n", + " 'n_estimators': [50, 100, 150],\n", + " 'max_depth': [None, 10, 20],\n", + " 'min_samples_split': [2, 5, 10],\n", + " 'min_samples_leaf': [1, 2, 4]\n", + "}\n", + "\n", + "# Create the Random Forest model\n", + "rf_model = RandomForestClassifier(random_state=42)\n", + "\n", + "# Use GridSearchCV to find the best hyperparameters\n", + "grid_search = GridSearchCV(rf_model, param_grid, cv=5, scoring='accuracy')\n", + "grid_search.fit(X_train, y_train)\n", + "\n", + "# Get the best hyperparameters\n", + "best_params = grid_search.best_params_\n", + "print(\"Best Hyperparameters:\", best_params)\n", + "\n", + "# Use the best model for predictions\n", + "best_rf_model = grid_search.best_estimator_\n", + "y_pred = best_rf_model.predict(X_test)\n", + "\n", + "# Evaluate the model\n", + "accuracy = accuracy_score(y_test, y_pred)\n", + "conf_matrix = confusion_matrix(y_test, y_pred)\n", + "class_report = classification_report(y_test, y_pred)\n", + "\n", + "print(\"\\nAccuracy:\", accuracy)\n", + "print(\"\\nConfusion Matrix:\\n\", conf_matrix)\n", + "print(\"\\nClassification Report:\\n\", class_report)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "25684d85-1c9a-4950-a56e-479e2628307c", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Vehicle Live Risk Prediction/Model/Xgboost.ipynb b/Vehicle Live Risk Prediction/Model/Xgboost.ipynb new file mode 100644 index 000000000..b9c13ae40 --- /dev/null +++ b/Vehicle Live Risk Prediction/Model/Xgboost.ipynb @@ -0,0 +1,166 @@ +{ + "nbformat": 4, + "nbformat_minor": 0, + "metadata": { + "colab": { + "provenance": [] + }, + "kernelspec": { + "name": "python3", + "display_name": "Python 3" + }, + "language_info": { + "name": "python" + } + }, + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "id": "Ugt2KcTj8GwI" + }, + "outputs": [], + "source": [ + "import pandas as pd\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.preprocessing import StandardScaler\n", + "from sklearn.metrics import accuracy_score, classification_report\n", + "from tensorflow import keras\n", + "from tensorflow.keras import layers\n", + "from sklearn.preprocessing import LabelEncoder\n", + "\n", + "df = pd.read_csv(\"Vehicle Risk Prediction Dataset.csv\")\n", + "\n", + "##used in colab since there was issue in xgboost detection in garuda linux\n", + "\n", + "# Encode categorical features using LabelEncoder\n", + "le_visibility = LabelEncoder()\n", + "le_road_surface_conditions = LabelEncoder()\n", + "le_weather = LabelEncoder()\n", + "le_traffic_density = LabelEncoder()\n", + "le_road_hazards = LabelEncoder()\n", + "#le_time_of_day = LabelEncoder()\n", + "le_fatigue_level = LabelEncoder()\n", + "le_medical_condition = LabelEncoder()\n", + "le_speeding = LabelEncoder()\n", + "le_light= LabelEncoder()\n", + "#le_road_type=LabelEncoder()\n", + "#le_landscape=LabelEncoder()\n", + "\n", + "df['visibility_n'] = le_visibility.fit_transform(df['Visibility'])\n", + "df['road_surface_conditions_n'] = le_road_surface_conditions.fit_transform(df['Road_Surface_Conditions'])\n", + "df['weather_n'] = le_weather.fit_transform(df['Weather'])\n", + "df['traffic_density_n'] = le_traffic_density.fit_transform(df['Traffic_Density'])\n", + "df['road_hazards_n'] = le_road_hazards.fit_transform(df['Road_Hazards'])\n", + "#df['time_of_day_n'] = le_time_of_day.fit_transform(df['Time_of_Day'])\n", + "df['fatigue_level_n'] = le_fatigue_level.fit_transform(df['Fatigue_Level'])\n", + "df['medical_condition_n'] = le_medical_condition.fit_transform(df['Medical_Condition'])\n", + "df['speeding_n'] = le_speeding.fit_transform(df['Speeding'])\n", + "df['light_condition']=le_light.fit_transform(df['Light_Conditions'])\n", + "#df['roadtype'] = le_road_type.fit_transform(df['Road_Type'])\n", + "#df['landscape_n']=le_landscape.fit_transform(df['Landscape'])\n" + ] + }, + { + "cell_type": "code", + "source": [ + "df = df.drop(['Light_Conditions', 'Road_Type', 'Landscape', 'Visibility', 'Road_Surface_Conditions', 'Weather', 'Traffic_Density', 'Road_Hazards', 'Time_of_Day', 'Fatigue_Level', 'Medical_Condition', 'Speeding','Driver_Age','Last_Service_Months_Ago'], axis='columns')\n" + ], + "metadata": { + "id": "Ys9-LPOm9NlS" + }, + "execution_count": 3, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "import pandas as pd\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.linear_model import Lasso\n", + "from sklearn.metrics import mean_squared_error, r2_score\n", + "\n", + "# Assuming 'df' is your DataFrame\n", + "\n", + "# Separate features (X) and target variable (y)\n", + "X = df.drop('Risk_Score', axis=1)\n", + "y = df['Risk_Score'].apply(lambda x: 1 if x > 50 else 0)\n", + "\n", + "# Split the data into training and testing sets\n", + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)" + ], + "metadata": { + "id": "s9KmOnV09RzW" + }, + "execution_count": 4, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "scaler = StandardScaler()\n", + "X_train_scaled = scaler.fit_transform(X_train)\n", + "X_test_scaled = scaler.transform(X_test)" + ], + "metadata": { + "id": "W45AJMiT9pKs" + }, + "execution_count": 6, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "\n", + "from sklearn.metrics import accuracy_score, classification_report\n", + "from xgboost import XGBClassifier\n", + "from sklearn.preprocessing import LabelEncoder\n", + "\n", + "# Create an XGBoost classifier\n", + "model = XGBClassifier()\n", + "\n", + "# Train the model\n", + "model.fit(X_train_scaled, y_train)\n", + "\n", + "# Make predictions on the test set\n", + "y_pred = model.predict(X_test_scaled)\n", + "\n", + "# Evaluate the model\n", + "accuracy = accuracy_score(y_test, y_pred)\n", + "class_report = classification_report(y_test, y_pred)\n", + "\n", + "print(\"Accuracy:\", accuracy)\n", + "print(\"\\nClassification Report:\\n\", class_report)\n" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "_KrfpFpB9WWw", + "outputId": "20bee29d-5ecc-487d-f6c7-883901a4ab4b" + }, + "execution_count": 7, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Accuracy: 1.0\n", + "\n", + "Classification Report:\n", + " precision recall f1-score support\n", + "\n", + " 0 1.00 1.00 1.00 1168\n", + " 1 1.00 1.00 1.00 1832\n", + "\n", + " accuracy 1.00 3000\n", + " macro avg 1.00 1.00 1.00 3000\n", + "weighted avg 1.00 1.00 1.00 3000\n", + "\n" + ] + } + ] + } + ] +} \ No newline at end of file diff --git a/Vehicle Live Risk Prediction/README.md b/Vehicle Live Risk Prediction/README.md new file mode 100644 index 000000000..61717eaaa --- /dev/null +++ b/Vehicle Live Risk Prediction/README.md @@ -0,0 +1,112 @@ +**VEHICLE LIVE RISK PREDICTION MODEL** + + +**GOAL** + +To build a machine learning model for predicting the risk of accident or not. + +**DATASET** + +https://www.kaggle.com/datasets/punyamodi/vehicle-live-risk-prediction + +**DESCRIPTION** + +To analyze various factors that could possibly lead to an accident and then training all those factors via machine learning. + +**Visualization and EDA of different attributes:** + + +![Alt Text](./Images/1.png) + +![Alt Text](./Images/2.png) + +![Alt Text](./Images/3.png) + +![Alt Text](./Images/boxplot_Fatigue_Level.png) + +![Alt Text](./Images/boxplot_Landscape.png) + +![Alt Text](./Images/boxplot_Light_Conditions.png) + + +![Alt Text](./Images/boxplot_Medical_Condition.png) + +![Alt Text](./Images/boxplot_Road_Hazards.png) + +![Alt Text](./Images/boxplot_Road_Surface_Condition.png) + +![Alt Text](./Images/boxplot_Road_Type.png) + +![Alt Text](./Images/boxplot_Time_of_Day.png) + +![Alt Text](./Images/boxplot_Traffic_Density.png) + +![Alt Text](./Images/boxplot_Visibility.png) + +![Alt Text](./Images/boxplot_Weather.png) + + + + + + + +These sample images show relationship of columns with each other(more detail in notebook 1 with EDA) + +**MODELS USED** +1) Decision Tree +2) Random Forest +3) ANN +4) Multivariate Logisitic Regression +5) Lasso +6) Gradient Boost +7) Ridge +8) MLP +9) XGBoost + +**LIBRARIES** +1) PANDAS +2) NUMPY +3) TENSORFLOW +4) MATPLOTLIB +5) SEABORN +6) SCIKIT-LEARN +7) XGBOOST + +**IMPLEMENTATION** +1) Loaded the dataset with 20 columns having 15000 entries. +2) Implementated EDA with visualisation to check for relationships between data. +3) Model was trained efficiently with different algorithms +4) 50+ risk_score was considered as parameter for accident risk,whereas less than value signified no risk of accident. +4) Different notebooks with different models were used for clear and concise display of information for mentor. + +**RESULT** +1) Decision Tree calculated exceptional accuracy of 0.9996. +2) Whereas rest of the models had perfection of 1.0 +3) Reason was found to be all columns are organised so perfectly that each column has power to change result based on its patterns + for example:almost all speeding column entries having YES result provide >50 risk score. +4) Similar patterns can be observed with respect to other columns. +5) Various HyperParameters and column dropping was implemented to signify no overfitting for such a perfect database. + + +... + +### Models and Accuracies + +| Model | Accuracy | MSE SCORE | +| ----------------------------- |:----------:| ------------------:| +| Decision Tree | 0.9996 | | +| Random Forest | 1.0 | | +| ANN | 1.0 | | +| Logistic Regression | 1.0 | | +| Lasso | N.A | 0.03247239784420999| +| Gradient Boost | 1.0 | | +| Ridge | N.A | 0.007214250517408194| +| MLP | 0.9997 | | +| XGBoost | 1.0 | | + + +... + +**NAME** +Keshav Arora diff --git a/Vehicle Live Risk Prediction/requirements.txt b/Vehicle Live Risk Prediction/requirements.txt new file mode 100644 index 000000000..291a1f74b --- /dev/null +++ b/Vehicle Live Risk Prediction/requirements.txt @@ -0,0 +1,4 @@ +pandas==1.3.3 +matplotlib==3.4.3 +numpy==1.21.2 +tensorflow==2.6.0