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config.py
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config.py
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# Dictionary of all measures, and details for the drawing of the map for each of them
measure_dict = {
"NHS England (Region)": {
"AgeAtBookingMotherGroup": {
"numerator": ["35 to 39", "40 to 44", "45 or Over"],
"denominator": [
"Under 20",
"20 to 24",
"25 to 29",
"30 to 34",
"35 to 39",
"40 to 44",
"45 or Over",
],
"map_title": "Percentage of Mothers OVER the age of 35",
"rate_col": "Percent",
},
"ApgarScore5TermGroup7": {
"numerator": ["7 to 10"],
"denominator": ["0 to 6", "7 to 10"],
"map_title": "Percentage of babies with an APGAR score of 7 to 10",
"rate_col": "Percent",
},
"BabyFirstFeedBreastMilkStatus": {
"numerator": ["Maternal or Donor Breast Milk"],
"denominator": ["Maternal or Donor Breast Milk", "Not Breast Milk"],
"map_title": "Percentage of babies whose first feed was breast milk",
"rate_col": "Percent",
},
"BirthweightTermGroup2500": {
"numerator": ["2500g and over"],
"denominator": ["2500g and over", "Under 2500g"],
"map_title": "Percentage of babies born with a weight over 2500g",
"rate_col": "Percent",
},
"ComplexSocialFactorsInd": {
"numerator": ["Y"],
"denominator": ["Y", "N"],
"map_title": "Percentage of mothers with complex social factors indicators",
"rate_col": "Percent",
},
"DeliveryMethodBabyGroup": {
"numerator": ["Spontaneous"],
"denominator": [
"Elective caesarean section",
"Emergency caesarean section",
"Instrumental",
"Other",
"Spontaneous",
],
"map_title": "Percentage of Births classed as 'Spontaneous'",
"rate_col": "Percent",
},
"DeprivationDecileAtBooking": {
"numerator": ["01 - Most deprived"],
"denominator": [
"01 - Most deprived",
"02",
"03",
"04",
"05",
"06",
"07",
"08",
"09",
"10 - Least deprived",
],
"map_title": "Percentage of Mothers living in the Most Deprived areas",
"rate_col": "Percent",
},
"EthnicCategoryMotherGroup": {
"numerator": [
"Any other ethnic group",
"Asian or Asian British",
"Black or Black British",
"Mixed",
"Not known",
"Not Stated",
"Not Stated",
],
"denominator": [
"Any other ethnic group",
"Asian or Asian British",
"Black or Black British",
"Mixed",
"Not known",
"Not Stated",
"Not Stated",
],
"map_title": "Ethnic Category of Mother",
"rate_col": "Percent",
},
"FolicAcidSupplement": {
"numerator": [
"Has been taking prior to becoming pregnant",
"Started taking once pregnancy confirmed",
],
"denominator": [
"Has been taking prior to becoming pregnant",
"Started taking once pregnancy confirmed",
"Not taking folic acid supplement",
"Not Stated (Person asked but declined to provide a response)",
],
"map_title": "Percentage of mothers taking folic acid supplement",
"rate_col": "Percent",
},
"GestAgeFormalAntenatalBookingGroup": {
"numerator": ["0 to 70 days"],
"denominator": [
"0 to 70 days",
"141+ days",
"71 to 90 days",
"91 to 140 days",
],
"map_title": "Percentage of Antenatal Bookings made at gestional length of up to 70 days",
"rate_col": "Percent",
},
"GestationLengthBirthGroup37": {
"numerator": [">=37 weeks"],
"denominator": [">=37 weeks", "<37 weeks"],
"map_title": "Percentage of babies with a gestational length of at least 37 weeks (full term)",
"rate_col": "Percent",
},
"OnsetOfLabour": {
"numerator": ["Spontaneous"],
"denominator": [
"Caesarean Section",
"Medical induction",
"Not known",
"Spontaneous",
"Surgical and medical induction",
"Surgical induction",
],
"map_title": "Percentage of labours with a spontaneous onset",
"rate_col": "Percent",
},
"PreviousLiveBirthsGroup": {
"numerator": ["No previous live births"],
"denominator": ["No previous live births", "1", "2", "3", "4", "5+"],
"map_title": "Percentage of mothers with no previous live births",
"rate_col": "Percent",
},
"PlaceTypeActualDeliveryMidwifery": {
"numerator": ["NHS Obstetric unit (including theatre)"],
"denominator": [
"Home (NHS care)",
"Home (private care)",
"In transit (with NHS ambulance services)",
"In transit (with private ambulance services)",
"In transit (without healthcare services present)",
"Maternity assessment or triage unit/ area",
"NHS Alongside midwifery unit",
"NHS Freestanding midwifery unit (FMU)",
"NHS Obstetric unit (including theatre)",
"NHS ward/health care setting without delivery facilities",
"Non-domestic and non-health care setting",
"Not known (not recorded)",
"Other (not listed)",
"Private hospital",
],
"map_title": "Percentage of deliveries in an NHS Obstetric unit (including theatre)",
"rate_col": "Percent",
},
"SkinToSkinContact1HourTerm": {
"numerator": ["Yes"],
"denominator": ["Yes", "No"],
"map_title": "Percentage of mothers that had skin to skin contact within 1 hour of birth",
"rate_col": "Percent",
},
"PreviousCaesareanSectionsGroup": {
"numerator": ["At least one Caesarean"],
"denominator": [
"At least one Caesarean",
"At least one Previous Birth, zero Caesareans",
"Zero Previous Births",
],
"map_title": "Percentage of mothers, giving birth, who have already had at least one caesarean",
"rate_col": "Percent",
},
"SmokingStatusGroupBooking": {
"numerator": ["Smoker"],
"denominator": ["Smoker", "Non-Smoker / Ex-Smoker"],
"map_title": "Percentage of Smokers at Booking",
"rate_col": "Percent",
},
"TotalBabies": {
"numerator": [],
"denominator": [],
"map_title": "Rate of babies born per 1000 people",
"rate_col": "Rate",
},
"TotalDeliveries": {
"numerator": [],
"denominator": [],
"map_title": "Rate of deliveries per 1000 people",
"rate_col": "Rate",
},
},
"Provider": {
"AgeAtBookingMotherGroup": {
"numerator": ["35 to 39", "40 to 44", "45 or Over"],
"denominator": [
"Under 20",
"20 to 24",
"25 to 29",
"30 to 34",
"35 to 39",
"40 to 44",
"45 or Over",
],
"map_title": "Percentage of Mothers OVER the age of 35",
"rate_col": "Percent",
},
"ApgarScore5TermGroup7": {
"numerator": ["7 to 10"],
"denominator": ["0 to 6", "7 to 10"],
"map_title": "Percentage of babies with an APGAR score of 7 to 10",
"rate_col": "Percent",
},
"BabyFirstFeedBreastMilkStatus": {
"numerator": ["Maternal or Donor Breast Milk"],
"denominator": ["Maternal or Donor Breast Milk", "Not Breast Milk"],
"map_title": "Percentage of babies whose first feed was breast milk",
"rate_col": "Percent",
},
"BirthweightTermGroup2500": {
"numerator": ["2500g and over"],
"denominator": ["2500g and over", "Under 2500g"],
"map_title": "Percentage of babies born with a weight over 2500g",
"rate_col": "Percent",
},
"ComplexSocialFactorsInd": {
"numerator": ["Y"],
"denominator": ["Y", "N"],
"map_title": "Percentage of mothers with complex social factors indicators",
"rate_col": "Percent",
},
"DeliveryMethodBabyGroup": {
"numerator": ["Spontaneous"],
"denominator": [
"Elective caesarean section",
"Emergency caesarean section",
"Instrumental",
"Other",
"Spontaneous",
],
"map_title": "Percentage of Births classed as 'Spontaneous'",
"rate_col": "Percent",
},
"DeprivationDecileAtBooking": {
"numerator": ["01 - Most deprived"],
"denominator": [
"01 - Most deprived",
"02",
"03",
"04",
"05",
"06",
"07",
"08",
"09",
"10 - Least deprived",
],
"map_title": "Percentage of Mothers living in the Most Deprived areas",
"rate_col": "Percent",
},
"EthnicCategoryMotherGroup": {
"numerator": [
"Any other ethnic group",
"Asian or Asian British",
"Black or Black British",
"Mixed",
"Not known",
"Not Stated",
"Not Stated",
],
"denominator": [
"Any other ethnic group",
"Asian or Asian British",
"Black or Black British",
"Mixed",
"Not known",
"Not Stated",
"Not Stated",
],
"map_title": "Ethnic Category of Mother",
"rate_col": "Percent",
},
"FolicAcidSupplement": {
"numerator": [
"Has been taking prior to becoming pregnant",
"Started taking once pregnancy confirmed",
],
"denominator": [
"Has been taking prior to becoming pregnant",
"Started taking once pregnancy confirmed",
"Not taking folic acid supplement",
"Not Stated (Person asked but declined to provide a response)",
],
"map_title": "Percentage of mothers taking folic acid supplement",
"rate_col": "Percent",
},
"GestAgeFormalAntenatalBookingGroup": {
"numerator": ["0 to 70 days"],
"denominator": [
"0 to 70 days",
"141+ days",
"71 to 90 days",
"91 to 140 days",
],
"map_title": "Percentage of Antenatal Bookings made at gestional length of up to 70 days",
"rate_col": "Percent",
},
"GestationLengthBirthGroup37": {
"numerator": [">=37 weeks"],
"denominator": [">=37 weeks", "<37 weeks"],
"map_title": "Percentage of babies with a gestational length of at least 37 weeks (full term)",
"rate_col": "Percent",
},
"OnsetOfLabour": {
"numerator": ["Spontaneous"],
"denominator": [
"Caesarean Section",
"Medical induction",
"Not known",
"Spontaneous",
"Surgical and medical induction",
"Surgical induction",
],
"map_title": "Percentage of labours with a spontaneous onset",
"rate_col": "Percent",
},
"PreviousLiveBirthsGroup": {
"numerator": ["No previous live births"],
"denominator": ["No previous live births", "1", "2", "3", "4", "5+"],
"map_title": "Percentage of mothers with no previous live births",
"rate_col": "Percent",
},
"PlaceTypeActualDeliveryMidwifery": {
"numerator": ["NHS Obstetric unit (including theatre)"],
"denominator": [
"Home (NHS care)",
"Home (private care)",
"In transit (with NHS ambulance services)",
"In transit (with private ambulance services)",
"In transit (without healthcare services present)",
"Maternity assessment or triage unit/ area",
"NHS Alongside midwifery unit",
"NHS Freestanding midwifery unit (FMU)",
"NHS Obstetric unit (including theatre)",
"NHS ward/health care setting without delivery facilities",
"Non-domestic and non-health care setting",
"Not known (not recorded)",
"Other (not listed)",
"Private hospital",
],
"map_title": "Percentage of deliveries in an NHS Obstetric unit (including theatre)",
"rate_col": "Percent",
},
"SkinToSkinContact1HourTerm": {
"numerator": ["Yes"],
"denominator": ["Yes", "No"],
"map_title": "Percentage of mothers that had skin to skin contact within 1 hour of birth",
"rate_col": "Percent",
},
"PreviousCaesareanSectionsGroup": {
"numerator": ["At least one Caesarean"],
"denominator": [
"At least one Caesarean",
"At least one Previous Birth, zero Caesareans",
"Zero Previous Births",
],
"map_title": "Percentage of mothers, giving birth, who have already had at least one caesarean",
"rate_col": "Percent",
},
"SmokingStatusGroupBooking": {
"numerator": ["Smoker"],
"denominator": ["Smoker", "Non-Smoker / Ex-Smoker"],
"map_title": "Percentage of Smokers at Booking",
"rate_col": "Percent",
},
"TotalBabies": {
"numerator": [],
"denominator": [],
"map_title": "Number of babies born per provider",
"rate_col": "Value",
},
"TotalDeliveries": {
"numerator": [],
"denominator": [],
"map_title": "Number of deliveries per provider",
"rate_col": "Value",
},
},
}
# Dictionary of the order of regions, to avoid alphabetical sorting
region_order = {
"London": 0,
"South East": 1,
"South West": 2,
"Midlands": 3,
"North East and Yorkshire": 4,
"East of England": 5,
"North West": 6,
}
# Dictionary of data file locations, with the year associated with them
data_source = {
"2022-23": "data/hosp-epis-stat-mat-msdscsv-2022-23.csv",
"2021-22": "data/hosp-epis-stat-mat-msdscsv-2021-22.csv",
"2020-21": "data/hosp-epis-stat-mat-msdscsv-2020-21.csv",
}
pop_source = {
"2022-23": [
"data/ons_2022-23_pop_health_geos.xlsx",
"Mid-2022 ICB 2023",
["NSHER 2023 Name", "NHSER 2023 Code"],
],
"2021-22": [
"data/ons_2022-23_pop_health_geos.xlsx",
"Mid-2021 ICB 2023",
["NHSER 2023 Name", "NHSER 2023 Code"],
],
"2020-21": [
"data/ons_2022-23_pop_health_geos.xlsx",
"Mid-2021 ICB 2023",
["NHSER 2023 Name", "NHSER 2023 Code"],
],
} # need to find population estimate for mid 2020.....
# These are the dimensions that need extra considerations, due to them only havign a single measure
special_dimensions = ["TotalBabies", "TotalDeliveries"]
# This is the NHS colours
nhs_colours = ["#B4D0FF", "#699EFF", "#1E6EFF", "#003087", "#001843"]