From d6f411f33977a5ae7fc98c61a2d54c469ececdd4 Mon Sep 17 00:00:00 2001 From: Leandro Nogueira Date: Wed, 20 Oct 2021 18:15:58 -0300 Subject: [PATCH] add gold price prediction --- Projects/gold-price-prediction/data.csv | 1719 +++++++++++++ .../gold-price-prediction.ipynb | 2216 +++++++++++++++++ 2 files changed, 3935 insertions(+) create mode 100644 Projects/gold-price-prediction/data.csv create mode 100644 Projects/gold-price-prediction/gold-price-prediction.ipynb diff --git a/Projects/gold-price-prediction/data.csv b/Projects/gold-price-prediction/data.csv new file mode 100644 index 0000000..d53f762 --- /dev/null +++ b/Projects/gold-price-prediction/data.csv @@ -0,0 +1,1719 @@ +Date,Open,High,Low,Close,Adj Close,Volume,SP_open,SP_high,SP_low,SP_close,SP_Ajclose,SP_volume,DJ_open,DJ_high,DJ_low,DJ_close,DJ_Ajclose,DJ_volume,EG_open,EG_high,EG_low,EG_close,EG_Ajclose,EG_volume,EU_Price,EU_open,EU_high,EU_low,EU_Trend,OF_Price,OF_Open,OF_High,OF_Low,OF_Volume,OF_Trend,OS_Price,OS_Open,OS_High,OS_Low,OS_Trend,SF_Price,SF_Open,SF_High,SF_Low,SF_Volume,SF_Trend,USB_Price,USB_Open,USB_High,USB_Low,USB_Trend,PLT_Price,PLT_Open,PLT_High,PLT_Low,PLT_Trend,PLD_Price,PLD_Open,PLD_High,PLD_Low,PLD_Trend,RHO_PRICE,USDI_Price,USDI_Open,USDI_High,USDI_Low,USDI_Volume,USDI_Trend,GDX_Open,GDX_High,GDX_Low,GDX_Close,GDX_Adj Close,GDX_Volume,USO_Open,USO_High,USO_Low,USO_Close,USO_Adj Close,USO_Volume +2011-12-15,154.740005,154.949997,151.71000700000005,152.330002,152.330002,21521900,123.029999,123.199997,121.989998,122.18,105.44123799999998,199109200,11825.29004,11967.83984,11825.21973,11868.80957,11868.80957,136930000,74.550003,76.150002,72.150002,72.900002,70.43175500000002,787900,1.3018,1.2982,1.3051,1.2957,1,105.09,104.88,106.5,104.88,14330,1,93.42,94.91,96.0,93.33,0,53604,54248,54248,52316,119440,1,1.911,1.911,1.911,1.911,1,1414.65,1420.3,1423.35,1376.85,0,618.85,614.7,615.0,614.6,1,1425,80.34100000000002,80.565,80.63,80.13,22850,0,53.009998,53.139999,51.57,51.68,48.973877,20605600,36.900002,36.939999,36.049999,36.130001,36.130001,12616700 +2011-12-16,154.309998,155.369995,153.899994,155.229996,155.229996,18124300,122.230003,122.949997,121.300003,121.589996,105.597549,220481400,11870.25,11968.17969,11819.30957,11866.38965,11866.38965,389520000,73.599998,75.099998,73.349998,74.900002,72.364037,896600,1.3035,1.3019999999999998,1.3087,1.2997,1,103.35,103.51,104.56,102.46,140080,0,93.79,93.43,94.8,92.53,1,53458,53650,54030,52890,65390,0,1.851,1.851,1.851,1.851,0,1420.25,1414.75,1431.75,1400.7,1,623.65,622.6,623.45,622.3,1,1400,80.249,80.175,80.395,79.935,13150,0,52.5,53.18,52.040001,52.68,49.921513,16285400,36.18,36.5,35.73,36.27,36.27,12578800 +2011-12-19,155.479996,155.860001,154.360001,154.869995,154.869995,12547200,122.059998,122.32,120.029999,120.290001,104.468536,183903000,11866.54004,11925.87988,11735.19043,11766.25977,11766.25977,135170000,69.099998,69.800003,64.199997,64.699997,62.509384,2096700,1.2995,1.3043,1.3044,1.2981,0,103.64,103.63,104.57,102.37,147880,1,94.09,93.77,94.43,92.55,1,52961,53400,53400,52544,67280,0,1.81,1.81,1.81,1.81,0,1411.1,1422.65,1427.6,1404.6,0,608.8,626.0,630.0,608.6,0,1400,80.207,80.3,80.47,80.125,970,0,52.490002,52.549999,51.029999,51.169998,48.490578,15120200,36.389998999999996,36.450001,35.93,36.200001,36.200001,7418200 +2011-12-20,156.820007,157.429993,156.580002,156.979996,156.979996,9136300,122.18,124.139999,120.370003,123.93,107.629784,225418100,11769.20996,12117.12988,11768.83008,12103.58008,12103.58008,165180000,66.449997,68.099998,66.0,67.0,64.731514,875300,1.3079,1.3003,1.3133,1.2994,1,106.73,104.3,107.27,103.91,170240,1,95.55,96.39,99.7,96.39,1,53487,52795,53575,52595,55130,1,1.927,1.927,1.927,1.927,1,1434.75,1408.95,1436.55,1408.15,1,626.65,622.45,622.45,622.45,1,1400,80.273,80.89,80.94,80.035,22950,1,52.380001,53.25,52.369999,52.990002,50.215282,11644900,37.299999,37.610001000000004,37.220001,37.560001,37.560001,10041600 +2011-12-21,156.979996,157.529999,156.130005,157.160004,157.160004,11996100,123.93,124.360001,122.75,124.169998,107.838242,194230900,12103.58008,12119.7002,11999.44043,12107.74023,12107.74023,163250000,67.099998,69.400002,66.900002,68.5,66.180725,837600,1.3045,1.3079,1.3197,1.3024,0,107.71,107.15,108.17,106.16,145090,1,99.01,97.54,99.26,96.81,1,53148,53519,54184,52937,75950,0,1.97,1.97,1.97,1.97,1,1429.05,1434.4,1453.75,1417.65,0,635.9,625.7,641.5,623.8,1,1400,80.35,80.105,80.445,79.55,24140,1,53.150002,53.43,52.419998,52.959999,50.186852,8724300,37.669998,38.240002000000004,37.52,38.110001000000004,38.110001000000004,10728000 +2011-12-22,156.350006,156.800003,155.330002,156.03999299999995,156.03999299999995,9888400,124.629997,125.400002,124.230003,125.269997,108.793526,119465400,12107.58984,12182.70996,12107.37012,12169.65039,12169.65039,151610000,68.400002,70.0,66.699997,69.75,67.388397,780600,1.3051,1.3047,1.3121,1.3018,1,107.89,107.92,108.5,107.29,111160,1,99.47,99.04,100.06,98.52,1,52894,53000,53460,52690,56530,0,1.953,1.953,1.953,1.953,0,1425.9,1429.0,1435.25,1415.9,0,652.45,632.0,650.8,632.0,1,1400,80.306,80.36,80.505,79.955,13240,0,52.560001,52.619999,51.77,52.400002,49.656178,13179600,38.27,38.549999,38.209998999999996,38.279999,38.279999,5376800 +2011-12-23,156.350006,156.490005,155.820007,156.309998,156.309998,3565100,125.669998,126.43,125.410004,126.389999,109.76622,92187200,12169.87988,12297.44043,12169.79981,12294.0,12294.0,80420000,70.050003,71.75,69.900002,71.599998,69.17576600000001,621200,1.3043,1.3051,1.3098,1.3026,0,107.96,107.77,108.55,107.4,64610,1,99.85,99.49,100.24,99.25,1,53067,53000,53348,52960,27510,1,2.021,2.021,2.021,2.021,1,1426.45,1425.55,1439.3,1424.2,1,665.55,664.95,665.05,664.95,1,1400,80.236,80.21,80.375,80.06,7170,0,52.59,52.790001,52.349998,52.790001,50.169365,4729000,38.470001,38.610001000000004,38.369999,38.490002000000004,38.490002000000004,2162200 +2011-12-27,155.080002,155.550003,154.53999299999995,154.910004,154.910004,4918600,126.169998,126.82,126.059998,126.489998,109.853065,86075700,12293.46973,12328.46973,12269.96973,12291.34961,12291.34961,95980000,70.800003,71.150002,67.550003,67.650002,65.359505,510500,1.3068,1.3062,1.3083,1.3041,1,109.27,108.16,109.5,107.85,50680,1,101.28,99.94,101.79,99.39,1,52711,53014,53099,52588,27450,0,2.002,2.002,2.002,2.002,0,1438.55,1438.3,1442.85,1424.75,1,663.0,658.5,668.8,651.8,1,1400,80.135,80.15,80.235,80.04,5660,0,52.369999,52.52,51.68,51.869999,49.295036,4786400,38.490002000000004,39.209998999999996,38.459998999999996,39.060001,39.060001,7834100 +2011-12-28,154.050003,154.259995,150.660004,151.029999,151.029999,16436100,126.510002,126.529999,124.730003,124.830002,108.411423,119107100,12288.84961,12299.11035,12140.16992,12151.41016,12151.41016,84010000,68.5,68.599998,66.050003,66.699997,64.441666,730700,1.2936,1.307,1.3081,1.291,0,107.56,108.93,109.5,106.77,114940,0,99.59,101.27,101.72,99.12,0,50636,52590,52806,50281,72550,0,1.921,1.921,1.921,1.921,0,1386.8,1437.35,1437.35,1384.65,0,638.8,662.6,667.2,631.6,0,1400,80.883,80.14,81.025,80.055,21110,1,51.77,51.869999,50.009998,50.060001,47.574883,14170400,38.880001,38.889998999999996,38.189999,38.34,38.34,5654300 +2011-12-29,149.089996,150.720001,148.270004,150.339996,150.339996,19812200,125.239998,126.25,124.860001,126.120003,109.531738,123507200,12152.32031,12293.95996,12152.08984,12287.04004,12287.04004,8410000,66.0,67.800003,64.699997,67.75,65.45611600000001,632700,1.2962,1.2939,1.2965,1.2857,1,108.01,107.41,108.1,106.5,108320,1,99.82,99.6,99.93,98.31,1,50218,50505,50505,48562,106590,0,1.899,1.899,1.899,1.899,0,1379.0,1385.3,1389.4,1348.05,0,631.6,636.9,639.1,622.1,0,1400,80.911,81.085,81.31,80.77,15450,1,49.52,51.200001,49.220001,51.200001,48.658298,12196600,38.389998999999996,38.459998999999996,37.869999,38.41,38.41,8924300 +2011-12-30,152.139999,153.75,151.78999299999995,151.990005,151.990005,10852700,126.019997,126.330002,125.5,125.5,108.993294,95599000,12286.28027,12290.05957,12213.78027,12217.55957,12217.55957,96670000,68.349998,69.849998,67.5,68.550003,66.229027,499400,1.2948,1.2963,1.3001,1.2904,0,107.38,108.0,108.25,106.62,87140,0,99.06,99.79,100.17,98.62,0,51445,50500,51951,50265,76050,1,1.876,1.876,1.876,1.876,0,1403.25,1379.95,1410.25,1376.1,1,656.3,631.7,657.9,626.3,1,1400,80.52199999999998,80.83,81.025,80.36,12440,0,51.619999,52.080002,51.09,51.43,48.876881,10001400,38.099998,38.490002000000004,37.990002000000004,38.110001000000004,38.110001000000004,4114300 +2012-01-03,154.759995,156.300003,154.550003,155.919998,155.919998,13385800,127.760002,128.380005,127.43,127.5,110.730225,193697900,12221.19043,12479.65039,12221.19043,12397.37988,12397.37988,152560000,70.699997,73.75,70.699997,73.699997,71.204666,695400,1.3051,1.2933,1.3077,1.2931,1,112.13,108.35,112.44,108.35,178620,1,102.91,99.71,103.19,99.66,1,53109,51493,53500,51493,85070,1,1.956,1.956,1.956,1.956,1,1436.2,1408.55,1436.2,1405.8,1,664.8,656.6,671.3,651.4,1,1400,79.91199999999998,80.155,80.225,79.83,20040,0,52.790001,54.02,52.759998,53.799999,51.129227,13011400,39.240002000000004,39.75,39.240002000000004,39.689999,39.689999,12369900 +2012-01-04,155.429993,157.380005,155.339996,156.71000700000005,156.71000700000005,11549700,127.199997,127.809998,126.709999,127.699997,110.90391499999998,127186500,12392.45996,12430.0,12337.25,12418.41992,12418.41992,145130000,73.699997,74.5,72.5,73.099998,70.624977,743500,1.2942,1.3051,1.3074,1.2898,0,113.7,112.1,113.97,111.27,221270,1,103.29,103.0,103.75,101.89,1,52761,53000,53420,52260,92990,0,1.984,1.984,1.984,1.984,1,1426.05,1434.5,1441.35,1419.0,0,649.9,664.9,668.1,646.1,0,1400,80.425,79.97,80.64,79.845,14080,1,53.610001,54.540001,53.34,53.740002,51.072212,8184000,39.5,39.959998999999996,39.380001,39.77,39.77,13812800 +2012-01-05,155.369995,158.029999,155.25,157.779999,157.779999,11621600,127.010002,128.229996,126.43,128.03999299999998,111.199211,173895000,12418.41992,12435.98047,12283.90039,12415.7002,12415.7002,158440000,73.150002,73.800003,71.849998,73.199997,70.721588,534300,1.278,1.2944,1.2948,1.2769,0,112.74,113.5,114.64,112.1,205410,0,101.34,103.31,103.75,101.31,0,52740,52900,52988,51861,91540,0,1.996,1.996,1.996,1.996,1,1421.25,1426.15,1439.5,1409.95,0,640.4,649.7,657.6,635.8,0,1375,81.25,80.45,81.345,80.385,18590,1,53.259998,54.27,52.759998,53.900002,51.224262,7415800,39.490002000000004,39.849998,39.119999,39.169998,39.169998,11799600 +2012-01-06,158.589996,158.630005,156.380005,157.199997,157.199997,9790500,128.199997,128.220001,127.290001,127.709999,110.912621,148050000,12407.4502,12415.24023,12332.41016,12359.91992,12359.91992,131120000,73.150002,74.099998,71.5,71.949997,69.513908,461500,1.2721,1.2788,1.2812,1.2696,0,113.06,112.85,113.68,112.03,190830,1,101.92,101.36,102.81,100.89,1,51868,52625,52758,51548,82730,0,1.958,1.958,1.958,1.958,0,1406.55,1419.1,1423.7,1401.35,0,616.1,639.7,642.4,612.6,0,1375,81.597,81.245,81.72,81.055,26720,1,54.130001,54.290001,53.220001,53.349998,50.701565,7757700,39.389998999999996,39.389998999999996,38.860001000000004,39.220001,39.220001,9760600 +2012-01-09,157.360001,157.589996,156.190002,156.5,156.5,8771900,128.0,128.179993,127.410004,128.020004,111.181839,99530200,12359.30957,12409.08008,12333.84961,12392.69043,12392.69043,122200000,72.449997,73.300003,71.050003,71.949997,69.513908,615800,1.2767,1.2693,1.2788,1.2666,1,112.45,113.42,113.88,111.8,203390,0,101.31,101.94,102.17,100.11,0,51749,51940,52150,51366,69570,0,1.956,1.956,1.956,1.956,0,1426.15,1398.3,1434.0,1393.3,1,620.0,612.5,620.8,609.3,1,1350,81.388,81.67,81.855,81.255,16300,0,53.549999,53.950001,53.18,53.650002,50.986671,5513900,39.110001000000004,39.139998999999996,38.560001,39.080002,39.080002,7509300 +2012-01-10,158.970001,159.470001,158.470001,158.639999,158.639999,8371400,129.389999,129.649994,128.949997,129.130005,112.145851,115282000,12394.50977,12514.69043,12394.50977,12462.46973,12462.46973,141230000,73.949997,74.199997,71.650002,71.849998,69.41729000000001,625600,1.2772,1.2766,1.2819,1.2742,1,113.28,112.5,114.01,112.43,186770,1,102.17,101.31,103.42,101.31,1,52566,51755,53019,51755,77990,1,1.963,1.963,1.963,1.963,1,1467.1,1426.2,1474.15,1425.75,1,636.9,619.5,645.2,619.5,1,1350,81.101,81.27,81.4,81.015,14030,0,54.799999,55.07,54.389999,54.470001,51.765972,6615000,39.57,39.73,39.330002,39.34,39.34,7062300 +2012-01-11,159.339996,160.050003,158.910004,159.669998,159.669998,7968500,128.729996,129.369995,128.520004,129.199997,112.206642,111540700,12459.51953,12462.58008,12399.00977,12449.4502,12449.4502,130260000,72.099998,72.5,70.599998,71.699997,69.272377,641900,1.2704,1.2774,1.279,1.2662,0,112.24,113.12,113.76,112.11,191800,0,100.98,102.21,102.47,100.56,0,52607,52663,52968,52230,60640,1,1.905,1.905,1.905,1.905,0,1499.55,1467.55,1501.45,1465.55,1,643.6,637.9,648.9,632.0,1,1350,81.61399999999998,81.295,81.785,81.1,19400,1,54.459999,54.509998,53.669998,54.310001,51.613911,6838500,39.09,39.310001,38.740002000000004,38.919998,38.919998,8861100 +2012-01-12,161.020004,161.619995,159.830002,160.380005,160.380005,8602500,129.570007,129.699997,128.53999299999998,129.509995,112.47583799999998,118983700,12449.91016,12483.7002,12385.08008,12471.01953,12471.01953,128230000,72.199997,73.050003,70.349998,70.650002,68.257919,629100,1.2826,1.2706,1.2845,1.2698,1,111.26,112.84,115.12,110.31,148850,0,99.25,101.01,102.99,98.51,0,52770,52710,53400,52603,67550,1,1.926,1.926,1.926,1.926,1,1498.95,1498.35,1512.45,1491.5,0,635.1,644.6,649.0,630.6,0,1350,81.036,81.535,81.645,80.95,21280,0,54.84,55.450001,54.310001,54.720001,52.003555,8358700,39.290001000000004,39.66,37.950001,38.060001,38.060001,18350600 +2012-01-13,159.320007,159.589996,158.009995,159.259995,159.259995,8910300,128.639999,129.050003,127.720001,128.839996,111.893974,179836200,12469.95996,12470.12012,12311.79004,12422.05957,12422.05957,161470000,69.949997,70.199997,68.599998,70.0,67.629936,504000,1.2677,1.2822,1.2879,1.2624,0,110.44,111.21,112.5,109.71,108350,0,99.05,99.22,100.21,97.72,0,52001,52600,52600,51871,63940,0,1.871,1.871,1.871,1.871,0,1493.45,1498.35,1498.5,1472.0,0,639.8,635.4,640.9,623.6,1,1375,81.791,81.06,82.045,80.735,5650,1,54.040001,54.169998,53.23,54.049999,51.366817,7322500,37.900002,38.209998999999996,37.639998999999996,38.16,38.16,11269200 +2012-01-17,161.169998,161.649994,160.419998,160.5,160.5,8313300,130.080002,130.320007,128.899994,129.339996,112.328224,132209200,12423.12012,12573.65039,12423.12012,12482.07031,12482.07031,148670000,71.099998,71.550003,69.599998,70.099998,67.726555,503100,1.274,1.2664,1.2811,1.2649,1,111.53,111.42,112.76,110.56,189960,1,101.0,98.96,101.02,98.61,1,53207,52392,53874,52392,88660,1,1.858,1.858,1.858,1.858,0,1528.4,1501.55,1538.4,1501.55,1,652.9,642.1,663.7,642.1,1,1375,81.429,81.67,81.68,81.01,20230,0,54.540001,54.540001,52.860001,53.18,50.540005,8412800,38.59,38.84,38.310001,38.790001000000004,38.790001000000004,10174500 +2012-01-18,159.940002,161.639999,159.679993,161.600006,161.600006,9341200,129.309998,130.839996,129.080002,130.770004,113.570152,163395200,12474.69043,12582.28027,12453.2002,12578.9502,12578.9502,154170000,69.650002,71.099998,69.650002,69.949997,67.581627,506700,1.2854,1.2736,1.2864,1.2732,1,110.66,111.46,112.2,110.33,213900,0,101.14,100.92,102.08,99.86,1,53428,53099,53515,52845,70390,1,1.898,1.898,1.898,1.898,1,1527.95,1528.4,1530.35,1505.55,0,668.3,653.0,671.0,646.0,1,1375,80.822,81.28,81.375,80.665,22230,0,53.07,53.580002,52.950001,53.240002,50.597027,7007800,38.880001,39.029999,38.439999,38.830002,38.830002,12455200 +2012-01-19,160.96000700000005,161.449997,160.330002,161.220001,161.220001,8114200,131.220001,131.570007,130.800003,131.46000700000002,114.16938,126328900,12578.19043,12625.79981,12563.58008,12623.98047,12623.98047,148030000,70.150002,70.599998,68.099998,68.599998,66.277336,498300,1.2965,1.2858,1.2971,1.2837,1,111.55,111.1,111.75,110.37,173950,1,100.36,101.16,102.08,100.0,0,53387,53428,53860,53232,58990,0,1.982,1.982,1.982,1.982,1,1524.75,1528.3,1541.4,1517.15,0,675.2,667.9,682.8,667.1,1,1375,80.405,80.715,80.805,80.23,21620,0,53.169998,53.419998,51.580002,52.150002,49.561138,12918900,39.080002,39.110001000000004,38.470001,38.689999,38.689999,10521700 +2012-01-20,160.5,162.089996,160.0,162.070007,162.070007,11616700,131.240005,131.949997,130.919998,131.949997,114.594948,138230200,12623.83008,12720.48047,12620.75977,12720.48047,12720.48047,255110000,68.050003,69.25,67.349998,67.949997,65.649345,528800,1.2938,1.2967,1.2986,1.2887,0,109.86,111.53,112.06,109.42,161670,0,98.14,100.59,100.94,98.11,0,54825,53489,55024,53170,84030,1,2.025,2.025,2.025,2.025,1,1537.9,1524.8,1538.4,1506.7,1,678.2,674.5,679.3,663.8,1,1375,80.406,80.275,80.635,80.185,14820,0,52.07,52.779999,51.75,52.18,49.589649,8845400,38.169998,38.200001,37.68,37.779999,37.779999,13205600 +2012-01-23,162.320007,163.470001,162.320007,163.160004,163.160004,8832100,131.509995,132.25,130.979996,131.610001,114.299622,129295800,12720.25,12764.49023,12665.83008,12708.82031,12708.82031,149860000,68.650002,69.25,67.650002,68.150002,65.84258299999999,615100,1.3030000000000002,1.2872,1.3054,1.2872,1,110.58,110.04,111.36,109.23,143540,1,99.93,98.37,100.26,97.43,1,55565,55666,56490,55232,95790,1,2.0580000000000003,2.0580000000000003,2.0580000000000003,2.0580000000000003,1,1568.65,1529.6,1570.75,1527.7,1,688.1,673.8,689.0,673.8,1,1400,79.934,80.535,80.585,79.755,24810,0,52.419998,53.27,52.419998,53.009998,50.378445,12818900,38.02,38.52,37.959998999999996,38.389998999999996,38.389998999999996,8470500 +2012-01-24,161.809998,162.369995,161.529999,162.009995,162.009995,7502100,130.800003,131.5,130.600006,131.46000700000002,114.16938,103083300,12708.37012,12708.51953,12613.54004,12675.75,12675.75,125420000,67.699997,68.050003,66.25,66.599998,64.345062,503900,1.3022,1.3028,1.3064,1.2954,0,110.03,110.84,111.11,109.7,178430,0,99.23,99.89,100.19,98.26,0,55365,55700,55949,55235,59280,0,2.063,2.063,2.063,2.063,1,1550.75,1568.7,1570.55,1541.8,0,682.2,688.0,690.0,670.4,0,1400,80.02600000000002,79.925,80.345,79.785,24900,1,52.509998,52.580002,51.709999,51.82,49.24752,12761700,37.799999,38.200001,37.75,38.099998,38.099998,6466300 +2012-01-25,161.070007,166.550003,160.28999299999995,166.419998,166.419998,28957700,131.259995,132.869995,130.75,132.559998,115.124702,198613200,12673.62988,12778.25977,12580.12012,12758.84961,12758.84961,135430000,66.150002,70.599998,65.25,70.300003,67.919785,1366800,1.311,1.3028,1.3121,1.2929,1,109.81,110.22,110.89,108.91,234590,0,99.75,99.22,100.42,97.55,1,56411,55555,56585,54671,93780,1,2.002,2.002,2.002,2.002,0,1583.65,1550.15,1586.35,1543.05,1,694.2,682.1,696.2,670.9,1,1400,79.717,79.965,80.505,79.515,36150,0,51.580002,55.41,51.27,55.23,52.488239,26995600,37.82,38.580002,37.490002000000004,38.349998,38.349998,14198600 +2012-01-27,167.440002,169.0,167.410004,168.970001,168.970001,13030100,131.240005,132.050003,131.149994,131.820007,114.48203999999998,135259100,12733.9502,12733.9502,12630.71973,12660.45996,12660.45996,164410000,71.150002,76.050003,70.25,75.25,73.16755699999999,993200,1.3226,1.3106,1.3230000000000002,1.3077,1,111.46,111.0,111.99,110.49,218690,1,99.78,99.95,100.64,99.14,0,57165,56573,57396,56573,66450,1,1.891,1.891,1.891,1.891,0,1624.6,1609.85,1627.25,1603.65,1,690.6,691.0,694.5,681.5,0,1425,79.01100000000002,79.62,79.63,78.89,28700,0,55.799999,57.369999,55.720001,57.139999,54.30342099999999,14823200,38.279999,38.669998,38.09,38.299999,38.299999,7246800 +2012-01-30,168.190002,168.53999299999995,167.740005,168.029999,168.029999,8438000,130.509995,131.440002,130.059998,131.369995,114.091202,147311800,12659.16992,12659.32031,12529.41016,12653.71973,12653.71973,130430000,73.800003,75.150002,72.900002,74.150002,72.098,695100,1.3127,1.3226,1.3232,1.3076,0,110.75,111.5,111.78,110.25,163790,0,98.95,100.01,100.06,98.44,0,56992,57090,57145,56425,59920,0,1.846,1.846,1.846,1.846,0,1612.8,1624.2,1626.25,1601.75,0,689.3,691.4,691.7,679.8,0,1450,79.30199999999998,78.96,79.57,78.96,22360,1,56.400002,56.91,55.799999,56.459999,53.657177,8660600,37.93,38.279999,37.830002,38.009997999999996,38.009997999999996,5349600 +2012-01-31,169.770004,169.860001,167.720001,169.309998,169.309998,11192500,132.020004,132.179993,130.679993,131.320007,114.047813,157212000,12654.78027,12720.09961,12567.33008,12632.91016,12632.91016,168070000,75.949997,76.349998,73.900002,75.550003,73.459251,735400,1.3079,1.3135,1.3213,1.3041,0,110.98,110.98,113.9,110.5,238210,1,98.28,98.89,101.31,97.88,0,56422,57055,57490,56112,74590,0,1.795,1.795,1.795,1.795,0,1593.75,1612.9,1632.8,1583.2,0,685.2,689.2,697.0,684.5,0,1475,79.417,79.165,79.63,78.855,24950,1,57.52,57.709999,55.75,56.459999,53.657177,14442300,38.830002,38.84,37.610001000000004,37.82,37.82,9687300 +2012-02-01,169.75,170.179993,169.080002,169.559998,169.559998,7734200,132.28999299999998,133.139999,132.130005,132.470001,115.046532,166234500,12632.75977,12784.62012,12632.75977,12716.45996,12716.45996,143500000,76.449997,76.75,75.0,75.800003,73.702339,617200,1.3159,1.3081,1.3218,1.3024,1,111.56,111.3,112.82,111.02,210930,1,97.16,98.39,99.5,97.12,0,56834,56520,57168,56356,67470,1,1.83,1.83,1.83,1.83,1,1620.95,1594.05,1627.9,1589.6,1,697.6,685.3,698.9,684.4,1,1475,79.033,79.48,79.665,78.745,34830,0,57.040001,57.150002,56.369999,56.560001,53.752213,8178400,38.130001,38.23,37.349998,37.380001,37.380001,10363300 +2012-02-02,169.96000700000005,171.229996,169.679993,171.050003,171.050003,11509600,132.729996,133.020004,132.21000700000002,132.679993,115.228912,113090400,12716.54004,12741.88965,12676.04981,12705.41016,12705.41016,114360000,76.099998,78.099998,75.599998,77.5,75.355293,681800,1.3146,1.3161,1.3197,1.3085,0,112.07,111.51,112.56,111.04,213050,1,96.59,97.11,97.99,95.44,0,57023,56750,57381,56326,73400,1,1.823,1.823,1.823,1.823,0,1630.3,1621.1,1635.85,1617.6,1,709.6,697.7,709.6,693.1,1,1475,79.11,78.905,79.315,78.84,19650,1,57.09,57.939999,56.689999,57.470001,54.617039,10696000,37.16,37.32,36.68,37.130001,37.130001,9175800 +2012-02-03,169.880005,170.139999,167.509995,167.639999,167.639999,23355300,134.0,134.619995,133.770004,134.53999299999998,116.844284,160598500,12705.04004,12869.9502,12704.95996,12862.23047,12862.23047,142840000,76.300003,76.449997,73.449997,73.800003,71.75769,700700,1.3144,1.3144,1.3205,1.3066,0,114.58,112.5,114.71,111.93,235990,1,97.77,96.62,98.05,96.03,1,56161,57257,57370,55650,97150,0,1.924,1.924,1.924,1.924,1,1625.35,1631.15,1638.55,1616.7,0,707.6,709.7,716.0,705.0,0,1475,79.057,79.125,79.485,78.815,25780,0,56.77,56.939999,55.950001,56.439999,53.638172,16557400,37.240002000000004,37.669998,37.07,37.59,37.59,11447300 +2012-02-06,166.96000700000005,167.679993,166.610001,167.179993,167.179993,8807400,133.979996,134.509995,133.830002,134.449997,116.76613600000002,107694500,12860.71973,12860.79004,12793.42969,12845.12988,12845.12988,108040000,72.849998,73.900002,72.400002,72.900002,70.882599,426400,1.3134,1.3114,1.3144,1.3029,0,115.93,114.58,116.68,113.65,212320,1,97.08,97.75,97.77,96.39,0,56426,56207,56539,55675,67230,1,1.901,1.901,1.901,1.901,0,1623.95,1625.45,1631.8,1606.4,0,705.3,706.4,707.9,693.3,0,1475,79.186,79.19,79.645,79.1,18550,1,56.02,56.799999,55.860001,56.18,53.39107900000001,9668400,37.330002,37.529999,37.130001,37.330002,37.330002,6126100 +2012-02-07,167.380005,170.089996,167.149994,169.699997,169.699997,11614300,134.169998,135.020004,133.639999,134.78999299999998,117.061401,135528100,12844.37012,12903.70996,12782.57031,12878.2002,12878.2002,116150000,73.400002,73.699997,71.599998,72.449997,70.445045,532800,1.3266,1.3135,1.3272,1.3087,1,116.23,116.64,117.5,115.6,245840,1,98.75,97.13,99.13,95.84,1,57265,56350,57400,56011,69910,1,1.977,1.977,1.977,1.977,1,1649.25,1623.9,1655.35,1614.95,1,708.7,705.2,710.1,696.2,1,1500,78.675,79.2,79.37,78.57,34450,0,56.09,56.650002,55.290001,55.880001,53.105972,13118400,37.07,38.080002,37.040001000000004,37.950001,37.950001,10237000 +2012-02-08,169.259995,169.96000700000005,167.5,168.5,168.5,10655500,134.860001,135.220001,134.309998,135.190002,117.408775,139361400,12865.79004,12893.63965,12817.69043,12883.9502,12883.9502,138250000,72.650002,73.199997,70.199997,70.300003,68.354538,539800,1.3258,1.3259999999999998,1.3291,1.3218,0,117.2,116.01,117.97,115.9,217970,1,99.05,98.78,100.1,98.11,1,56821,57352,57777,56689,77350,0,1.982,1.982,1.982,1.982,1,1665.55,1650.2,1669.45,1645.25,1,715.0,708.8,717.0,704.7,1,1500,78.734,78.645,78.855,78.51,25580,1,56.139999,56.529999,55.369999,55.540001,52.782852,8798100,38.360001000000004,38.439999,37.689999,38.040001000000004,38.040001000000004,9045800 +2012-02-09,170.009995,170.369995,167.669998,168.020004,168.020004,16085200,135.410004,135.589996,134.559998,135.360001,117.556435,148602900,12884.41016,12924.70996,12846.41016,12890.45996,12890.45996,157080000,71.199997,71.5,69.25,69.400002,67.479446,659900,1.3283,1.3262,1.3323,1.3215,1,118.59,117.7,118.79,117.28,189770,1,99.8,99.11,100.2,98.67,1,57177,56836,57724,56831,74380,1,2.036,2.036,2.036,2.036,1,1660.0,1665.05,1673.8,1656.85,0,711.5,714.8,718.8,708.2,0,1500,78.652,78.8,78.89,78.43,26570,0,56.200001,56.43,55.25,55.25,52.50724399999999,8596700,38.389998999999996,38.48,38.150002,38.330002,38.330002,4663500 +2012-02-10,166.490005,167.639999,166.330002,167.139999,167.139999,10326800,134.160004,134.470001,133.839996,134.360001,116.687958,167907500,12889.54981,12889.62988,12743.55957,12801.23047,12801.23047,123620000,67.900002,68.199997,67.199997,67.349998,65.486183,595000,1.3175,1.3284,1.3293,1.3155,0,117.31,118.61,118.61,116.29,169310,0,99.05,99.89,99.89,97.32,0,56915,57221,57375,56378,67420,0,1.984,1.984,1.984,1.984,0,1661.75,1659.4,1663.0,1633.8,1,703.2,711.3,711.3,695.4,0,1525,79.226,78.655,79.315,78.655,28290,1,54.540001,54.84,54.080002,54.490002,51.78497700000001,9900900,37.549999,38.02,37.509997999999996,38.02,38.02,6008600 +2012-02-13,167.330002,167.940002,166.740005,167.509995,167.509995,7088900,135.320007,135.520004,134.740005,135.360001,117.556435,115841900,12799.11035,12887.92969,12799.11035,12874.04004,12874.04004,112240000,68.099998,68.300003,66.349998,66.650002,64.805557,565400,1.3194,1.3208,1.3284,1.3187,1,117.93,117.69,118.61,117.35,120610,1,100.79,99.34,100.88,99.1,1,56664,56925,57038,56433,47150,0,1.978,1.978,1.978,1.978,0,1649.05,1666.5,1670.95,1643.9,0,698.0,703.1,706.6,696.1,0,1525,79.045,78.95,79.125,78.715,20790,0,54.759998,54.919998,54.130001,54.299999,51.604408,6050800,38.509997999999996,38.790001000000004,38.150002,38.689999,38.689999,14408000 +2012-02-14,167.649994,167.929993,166.419998,167.119995,167.119995,7862500,135.0,135.270004,134.25,135.190002,117.408775,165329500,12871.76953,12878.87988,12786.92969,12878.28027,12878.28027,120050000,66.650002,67.0,64.349998,65.400002,63.590137,754700,1.3119,1.3193,1.3217,1.3079,0,118.16,117.64,118.28,117.0,24280,1,101.0,100.75,101.86,100.3,1,56416,56571,56956,56220,57600,0,1.938,1.938,1.938,1.938,0,1634.25,1649.1,1652.95,1624.5,0,686.7,697.8,700.8,684.0,0,1550,79.694,79.2,79.765,79.015,32500,1,54.299999,54.549999,53.189999,53.77,51.100712,10699100,39.060001,39.099998,38.509997999999996,38.84,38.84,8418600 +2012-02-15,168.630005,168.75,167.190002,168.110001,168.110001,11638500,135.630005,135.830002,134.28999299999998,134.559998,116.861656,195195100,12864.65039,12899.46973,12753.62012,12780.9502,12780.9502,127560000,66.25,67.400002,65.949997,66.800003,64.95139300000001,711700,1.3071,1.3126,1.3191,1.3044,0,118.93,117.44,119.99,117.4,223490,1,101.87,100.91,102.55,100.62,1,56303,56475,56975,56250,54880,0,1.933,1.933,1.933,1.933,0,1635.0,1634.5,1645.6,1631.55,1,684.2,686.9,693.7,681.3,0,1550,79.783,79.56,79.86,79.2,33370,1,54.43,54.459999,53.52,53.560001,50.901142,10014200,39.060001,39.18,38.869999,39.18,39.18,8856600 +2012-02-16,166.330002,168.139999,166.169998,168.0,168.0,10734000,134.570007,136.169998,134.330002,136.050003,118.155678,186567800,12779.80957,12914.0,12779.58008,12904.08008,12904.08008,134450000,66.099998,68.650002,65.5,68.099998,66.21543100000001,590500,1.3141,1.3067,1.3161,1.2975,1,120.11,118.9,120.38,118.32,205130,1,102.33,101.92,102.7,100.86,1,56216,56240,56396,55551,74030,0,1.984,1.984,1.984,1.984,1,1630.65,1635.85,1635.85,1604.9,0,696.5,683.7,698.8,676.9,1,1525,79.455,79.86,80.24,79.37,35090,0,52.939999,55.150002,52.689999,54.950001,52.222141,15885900,39.029999,39.400002,38.93,39.279999,39.279999,6360000 +2012-02-17,168.28999299999995,168.330002,166.869995,167.350006,167.350006,7286900,136.520004,136.630005,135.96000700000002,136.410004,118.468315,129869400,12903.33008,12967.91992,12903.25,12949.87012,12949.87012,234650000,69.0,69.0,66.599998,67.75,65.875107,471100,1.3152,1.3133,1.3199,1.3114,1,119.58,120.13,120.7,118.85,183830,0,104.03,102.36,104.16,102.27,1,55926,56288,56499,55781,48010,0,2.0,2.0,2.0,2.0,1,1635.6,1629.6,1646.6,1627.95,1,685.9,696.7,699.0,685.6,0,1525,79.456,79.485,79.595,79.255,5530,0,55.299999,55.349998,54.040001,54.150002,51.46185300000001,9653200,39.709998999999996,39.75,39.43,39.75,39.75,7894800 +2012-02-21,169.649994,171.070007,169.589996,171.020004,171.020004,13611200,136.729996,137.050003,136.050003,136.470001,118.520416,134042300,12949.33984,13005.04004,12926.11035,12965.69043,12965.69043,164780000,68.349998,72.199997,68.349998,72.0,70.0075,1097600,1.3241,1.3246,1.3294,1.3186,1,121.66,120.07,121.88,119.21,156160,1,105.82,105.67,107.09,105.28,1,57157,56348,57300,56242,57250,1,2.061,2.061,2.061,2.061,1,1690.85,1647.55,1693.55,1646.1,1,709.7,695.7,714.0,694.5,1,1525,79.13600000000002,79.2,79.36,78.895,23770,1,55.009998,55.849998,54.700001,55.82,53.048946,11722700,40.130001,40.740002000000004,40.040001000000004,40.580002,40.580002,11389500 +2012-02-22,170.399994,173.169998,170.190002,172.940002,172.940002,16676500,136.259995,136.550003,135.78999299999998,136.029999,118.13831299999998,124455300,12966.21973,12977.91016,12914.83008,12938.66992,12938.66992,124200000,71.849998,74.099998,70.75,73.849998,71.80630500000002,1095900,1.3245,1.3236,1.3268,1.3211,1,122.9,121.5,123.23,121.0,180940,1,105.95,106.02,106.73,105.62,1,57257,57171,57448,56856,60230,1,2.002,2.002,2.002,2.002,0,1725.25,1690.9,1729.05,1690.9,1,721.5,709.8,724.2,708.7,1,1525,79.303,79.2,79.465,79.08,22460,1,55.580002,57.0,55.310001,56.830002,54.008816,13146400,40.5,40.830002,40.43,40.59,40.59,8848200 +2012-02-23,172.690002,173.770004,172.279999,173.020004,173.020004,11654200,135.96000700000002,136.729996,135.5,136.630005,118.65936299999998,137704300,12937.08008,12996.08008,12882.66992,12984.69043,12984.69043,120480000,73.949997,75.25,73.599998,74.400002,72.341087,1031600,1.3369,1.3245,1.3375,1.3230000000000002,1,123.62,122.73,124.5,122.1,214760,1,108.68,105.96,108.75,105.46,1,58677,57243,58784,57218,96110,1,1.996,1.996,1.996,1.996,0,1724.65,1725.2,1736.4,1716.05,0,718.0,721.8,725.8,713.2,0,1525,78.88600000000002,79.345,79.37,78.655,34290,0,57.040001,57.709999,56.77,57.259998,54.417465,14465100,40.560001,41.41,40.349998,41.369999,41.369999,9719900 +2012-02-24,172.630005,173.03999299999995,172.0,172.229996,172.229996,9293700,136.929993,137.199997,136.630005,136.929993,118.919945,105539100,12981.2002,13013.82031,12950.58984,12982.9502,12982.9502,89440000,75.599998,76.449997,74.800003,75.349998,73.26479300000003,803800,1.3457,1.3375,1.3489,1.3357,1,125.47,124.01,125.55,123.3,146860,1,109.62,108.67,109.96,107.96,1,58404,58580,58888,58254,62130,0,1.977,1.977,1.977,1.977,0,1714.0,1724.7,1729.55,1708.6,0,711.8,717.8,719.9,708.6,0,1525,78.40100000000002,78.68,78.82,78.26,34100,0,57.150002,57.290001,56.18,56.459999,53.657177,9122200,41.599998,42.07,41.299999,42.009997999999996,42.009997999999996,12031900 +2012-02-27,172.139999,172.919998,171.580002,171.699997,171.699997,7340900,136.020004,137.529999,135.800003,137.160004,119.119675,145728900,12981.12988,13027.51953,12882.58984,12981.50977,12981.50977,143530000,74.800003,76.949997,73.900002,76.0,73.896805,840100,1.34,1.3464,1.3479,1.3365,0,124.17,125.25,125.51,123.0,177940,0,107.88,109.68,109.78,107.28,0,58710,58540,58850,58311,51460,1,1.925,1.925,1.925,1.925,0,1704.6,1717.6,1718.9,1693.4,0,705.3,711.2,716.55,702.5,0,1525,78.578,78.45,78.715,78.4,34100,1,56.27,56.639999,55.73,56.060001,53.277035,8395400,41.529999,41.849998,41.029999,41.18,41.18,11337500 +2012-02-28,172.839996,174.0,172.600006,173.490005,173.490005,12413000,137.199997,137.720001,136.929993,137.559998,119.467079,129355900,12976.74023,13021.50977,12952.82031,13005.12012,13005.12012,114490000,76.5,77.75,76.0,77.599998,75.45253000000002,837000,1.347,1.3396,1.3472,1.3388,1,121.55,123.39,123.95,121.5,195250,0,106.49,107.96,108.8,106.31,0,60883,58560,61119,58525,88430,1,1.941,1.941,1.941,1.941,1,1724.2,1704.55,1728.35,1695.05,1,723.6,705.1,725.5,703.5,1,1525,78.3,78.55,78.64,78.22,27920,0,56.549999,57.439999,56.200001,57.330002,54.483997,15019900,41.369999,41.610001000000004,40.66,40.790001000000004,40.790001000000004,9943300 +2012-02-29,173.190002,173.589996,164.0,164.28999299999995,164.28999299999995,44149000,137.759995,138.190002,136.53999299999998,137.020004,118.998093,185934700,13005.41992,13055.75,12929.66016,12952.07031,12952.07031,182460000,77.900002,78.699997,74.25,76.550003,74.43158000000003,1525800,1.3326,1.3466,1.3487,1.3315,0,122.66,121.61,123.2,120.5,243680,1,106.91,106.47,107.44,104.84,1,57783,60687,61488,57230,85150,0,1.974,1.974,1.974,1.974,1,1678.35,1724.65,1738.85,1677.2,0,706.65,719.95,721.95,700.0,0,1525,78.794,78.22,78.93,78.12,36180,1,57.509998,57.91,54.869999,55.400002,52.64980300000001,34053800,40.849998,41.07,40.099998,40.919998,40.919998,19797400 +2012-03-01,166.100006,167.720001,165.75,166.610001,166.610001,19200700,137.309998,137.990005,136.929993,137.729996,119.614723,145023500,12952.29004,13032.66992,12943.05957,12980.29981,12980.29981,139670000,76.75,77.849998,75.699997,77.0,74.869125,683100,1.3312,1.3327,1.3357,1.3281,0,126.2,123.0,128.4,122.49,260750,1,108.6,106.82,110.56,106.56,1,58332,58226,58771,57120,5100,1,2.03,2.03,2.03,2.03,1,1705.7,1677.55,1706.0,1677.55,1,716.0,704.5,719.5,699.3,1,1525,78.834,78.8,78.995,78.69,20820,1,55.540001,56.380001,55.209999,55.889999,53.115479,15032900,41.139998999999996,42.299999,40.82,41.75,41.75,24575900 +2012-03-02,166.229996,166.830002,165.630005,166.339996,166.339996,9298100,137.639999,137.820007,137.0,137.309998,119.249947,120638300,12980.75,12997.50977,12927.76953,12977.57031,12977.57031,93900000,76.550003,76.949997,74.300003,74.5,72.438309,619500,1.3203,1.3314,1.3335,1.3188,0,123.65,126.16,126.16,123.12,196630,0,106.51,108.76,109.04,105.81,0,58056,58220,59376,57701,690,0,1.979,1.979,1.979,1.979,0,1700.6,1705.95,1714.75,1689.15,0,710.8,714.55,719.6,713.0,0,1525,79.462,78.825,79.515,78.79,30120,1,55.389999,55.529999,54.509998,54.790001,52.070087,12757700,41.279999,41.32,40.48,40.77,40.77,15442200 +2012-03-05,165.770004,165.910004,164.550003,165.649994,165.649994,12071400,137.100006,137.199997,136.279999,136.75,118.763596,140765000,12977.33984,12977.33984,12883.91016,12962.80957,12962.80957,108630000,73.900002,74.050003,70.5,71.400002,69.42411,822700,1.3218,1.319,1.3241,1.3159,1,123.8,123.37,124.66,122.66,166570,1,107.13,106.76,107.43,105.51,1,56994,58204,58399,56810,440,0,2.007,2.007,2.007,2.007,1,1667.7,1699.15,1699.4,1656.15,0,707.4,713.8,715.1,704.6,0,1525,79.365,79.515,79.64,79.285,19120,0,54.34,54.439999,53.220001,53.619999,50.95816,13539600,40.93,40.990002000000004,40.57,40.970001,40.970001,7398900 +2012-03-06,162.149994,162.809998,161.779999,162.699997,162.699997,15533200,135.350006,135.429993,134.360001,134.75,117.02668,202129900,12958.65039,12958.73047,12734.86035,12759.15039,12759.15039,142330000,69.400002,70.5,68.449997,70.449997,68.500389,772200,1.3115,1.3219999999999998,1.3227,1.3102,0,121.98,124.39,124.39,121.59,233270,0,104.98,107.12,107.36,104.53,0,57708,58770,58938,57370,89920,1,1.95,1.95,1.95,1.95,0,1619.15,1667.65,1672.0,1606.05,0,670.0,685.0,685.0,665.2,0,1525,79.926,79.37,79.935,79.345,28180,1,52.549999,52.580002,51.639999,52.470001,49.865253,20943600,40.099998,40.400002,39.970001,40.130001,40.130001,10091800 +2012-03-07,162.759995,164.020004,162.509995,163.630005,163.630005,9553300,135.059998,135.910004,134.929993,135.690002,117.843025,143692200,12756.12012,12857.73047,12751.50977,12837.33008,12837.33008,175110000,70.25,70.900002,69.0,70.599998,68.646248,657600,1.315,1.3116,1.3165,1.3096,1,124.12,122.19,124.45,121.99,199250,1,106.16,104.94,106.55,104.35,1,58464,57989,58620,57622,59480,1,1.972,1.972,1.972,1.972,1,1634.3,1618.8,1634.7,1611.15,1,687.4,668.0,688.0,667.3,1,1525,79.763,79.83,79.98,79.645,25370,0,52.580002,52.919998,51.93,52.669998,50.055317,11751800,40.029999,40.740002000000004,39.91,40.610001000000004,40.610001000000004,8874300 +2012-03-08,164.740005,165.550003,164.050003,165.279999,165.279999,8858200,136.520004,137.320007,136.240005,137.03999299999998,119.015457,116968900,12835.53027,12937.19043,12835.53027,12907.94043,12907.94043,103530000,71.849998,71.949997,70.400002,70.650002,68.69487,554900,1.3271,1.3147,1.3292,1.3134,1,125.44,124.05,126.34,123.8,191530,1,106.84,106.25,107.21,105.84,1,58775,58430,59165,58315,35630,1,2.016,2.016,2.016,2.016,1,1664.4,1634.45,1664.7,1630.5,1,697.4,696.4,702.2,688.7,1,1525,79.179,79.785,79.815,79.1,24710,0,53.23,53.709999,52.470001,53.32,50.673054,9950500,40.68,41.0,40.48,40.82,40.82,7290600 +2012-03-09,163.639999,166.570007,163.25,166.380005,166.380005,13698200,137.300003,137.929993,137.130005,137.570007,119.475792,122836800,12908.62012,12968.79004,12906.42969,12922.01953,12922.01953,103240000,70.75,72.5,70.25,71.050003,69.083786,652300,1.3114,1.3281,1.3283,1.3096,0,125.98,125.48,126.37,124.69,140590,1,107.43,106.92,108.21,106.14,1,59221,58950,59370,57567,82970,1,2.03,2.03,2.03,2.03,1,1686.15,1664.45,1686.9,1649.35,1,708.2,702.5,702.5,702.5,1,1525,80.084,79.225,80.095,79.195,28390,1,52.950001,53.939999,52.639999,53.240002,50.597027,8384800,40.810001,41.360001000000004,40.740002000000004,41.09,41.09,7487200 +2012-03-12,165.330002,165.580002,164.399994,165.070007,165.070007,6523800,137.550003,137.759995,137.089996,137.580002,119.48443600000002,104003500,12920.58008,12976.36035,12919.98047,12959.70996,12959.70996,100000000,70.699997,71.599998,69.949997,71.050003,69.083786,594500,1.3155,1.3112,1.3159999999999998,1.3079,1,125.34,125.84,125.98,124.2,151690,0,106.57,107.51,107.57,105.39,0,58392,58980,59173,58222,67150,0,2.037,2.037,2.037,2.037,1,1696.95,1690.4,1707.2,1674.6,1,702.75,703.55,704.0,703.55,0,1525,79.913,80.025,80.16,79.845,22990,0,52.950001,53.240002,52.220001,52.369999,49.770214,8761400,40.560001,40.759997999999996,40.299999,40.700001,40.700001,5160600 +2012-03-13,163.940002,165.410004,161.429993,162.300003,162.300003,20047000,138.320007,140.130005,138.089996,140.059998,121.638229,184090500,12953.2002,13180.40039,12953.12988,13177.67969,13177.67969,163130000,70.050003,72.25,70.050003,70.75,68.792084,591100,1.3084,1.315,1.3193,1.3052,0,126.22,125.5,126.79,125.0,133720,1,106.71,106.56,107.36,105.68,1,58259,58479,58666,57815,68020,0,2.126,2.126,2.126,2.126,1,1692.9,1697.2,1704.25,1684.15,0,707.6,701.5,710.6,698.0,1,1525,80.21,79.82,80.345,79.69,38080,1,52.209999,52.860001,51.790001,52.110001,49.523121,13602500,40.580002,41.060001,40.439999,40.830002,40.830002,7147000 +2012-03-14,159.610001,160.580002,158.800003,159.570007,159.570007,28822100,140.100006,140.449997,139.479996,139.910004,121.50798,145163600,13177.15039,13221.26953,13166.25,13194.09961,13194.09961,163610000,69.25,69.550003,66.25,67.199997,65.34034,1258700,1.3029,1.3078,1.3092,1.301,0,124.97,126.12,126.68,124.64,106670,0,105.55,106.7,107.03,105.13,0,57236,58200,58200,57027,79300,0,2.274,2.274,2.274,2.274,1,1673.35,1693.45,1705.45,1662.45,0,699.2,707.7,710.6,692.5,0,1500,80.536,80.15,80.62,80.135,38980,1,51.349998,51.349998,49.68,50.119999,47.631908,24309200,40.669998,40.939999,40.220001,40.41,40.41,8743000 +2012-03-15,159.729996,161.979996,159.279999,161.080002,161.080002,12689300,140.119995,140.779999,139.759995,140.720001,122.211433,165118500,13192.96973,13253.50977,13170.19043,13252.75977,13252.75977,161650000,67.0,68.599998,67.0,67.300003,65.43755300000001,784300,1.3083,1.3030000000000002,1.3119999999999998,1.3003,1,123.55,125.12,125.35,120.97,20330,0,105.45,105.54,106.22,103.82,0,57979,57000,58084,56835,63690,1,2.279,2.279,2.279,2.279,1,1687.95,1673.15,1691.8,1661.55,1,708.4,689.55,695.75,689.0,1,1500,80.13600000000002,80.63,80.725,80.025,22100,0,50.23,50.939999,49.919998,50.139999,47.650917,11196700,40.41,40.560001,39.700001,40.279999,40.279999,27314800 +2012-03-16,160.080002,161.53999299999995,159.919998,161.300003,161.300003,12549200,140.360001,140.479996,140.0,140.300003,122.380676,152893500,13253.50977,13289.08008,13231.4502,13232.62012,13232.62012,392620000,67.150002,67.5,65.699997,66.75,64.90277900000001,1745300,1.3175,1.3083,1.3189,1.3048,1,125.81,122.55,126.16,122.45,159880,1,107.17,105.45,107.36,105.14,1,57254,57944,58684,56673,81880,0,2.298,2.298,2.298,2.298,1,1672.4,1688.35,1693.35,1664.35,0,701.9,707.1,708.2,697.7,0,1475,79.734,80.23,80.385,79.73,21960,0,49.950001,50.310001,49.799999,49.93,47.451344,11395500,40.43,41.169998,40.34,41.029999,41.029999,8612400 +2012-03-19,160.850006,162.300003,160.720001,161.589996,161.589996,9920800,140.21000700000002,141.279999,140.110001,140.850006,122.860443,125291100,13231.94043,13269.70996,13208.62988,13239.12988,13239.12988,147120000,67.449997,67.650002,66.0,66.050003,64.22216800000001,576800,1.3241,1.318,1.3266,1.3142,1,125.71,125.6,126.05,124.82,128750,0,107.86,107.2,108.26,106.57,1,57505,57349,57750,56838,47060,1,2.375,2.375,2.375,2.375,1,1679.75,1678.8,1686.1,1671.2,1,707.6,701.4,709.0,698.3,1,1475,79.712,80.065,80.185,79.605,20190,0,50.07,50.52,49.59,49.599998,47.137726,11432600,41.189999,41.380001,41.060001,41.290001000000004,41.290001000000004,5793500 +2012-03-20,160.199997,161.080002,159.770004,160.130005,160.130005,11643700,140.050003,140.610001,139.639999,140.440002,122.5028,121729700,13238.4502,13238.4502,13123.37988,13170.19043,13170.19043,131660000,65.150002,66.449997,64.150002,65.599998,63.784607,906000,1.3225,1.3239,1.3253,1.3172,0,124.12,125.27,125.44,123.2,185590,0,105.67,108.42,108.51,105.95,0,56466,57395,57395,56300,65600,0,2.363,2.363,2.363,2.363,0,1656.45,1679.75,1680.85,1647.8,0,695.6,707.8,708.5,692.7,0,1475,79.825,79.755,80.1,79.685,13890,1,48.990002,49.990002,48.419998,49.860001,47.384819,15287200,40.779999,40.799999,40.23,40.43,40.43,9727300 +2012-03-21,160.630005,161.479996,160.149994,160.21000700000005,160.21000700000005,6672700,140.520004,140.649994,139.919998,140.21000700000002,122.302139,122388400,13170.79004,13190.01953,13112.92969,13124.62012,13124.62012,124860000,66.150002,66.5,65.300003,65.550003,63.735989,779300,1.3212,1.3224,1.3285,1.3178,0,124.2,124.21,124.8,123.76,152410,1,106.91,106.34,107.66,106.08,1,56851,56655,57075,56510,63580,1,2.296,2.296,2.296,2.296,0,1640.95,1656.5,1664.05,1635.7,0,687.15,690.5,687.15,690.5,0,1475,79.896,79.805,80.07,79.53,15860,1,50.27,50.5,49.720001,49.759998,47.28978,14024800,40.529999,40.970001,40.43,40.66,40.66,8419200 +2012-03-22,158.199997,159.71000700000005,158.130005,159.570007,159.570007,11107700,139.179993,139.550003,138.740005,139.199997,121.421143,135216700,13124.40039,13124.46973,13017.41992,13046.13965,13046.13965,122060000,64.0,65.150002,63.75,64.400002,62.617817,692500,1.3198,1.321,1.3256,1.3135,0,123.14,124.04,124.25,122.3,189190,0,105.59,106.81,107.12,104.5,0,56302,56960,56982,55901,80660,0,2.282,2.282,2.282,2.282,0,1624.15,1641.15,1644.65,1604.15,0,649.55,663.0,663.0,660.65,0,1475,79.998,79.77,80.195,79.65,21990,1,48.759998,49.130001,48.450001,48.75,46.329918,11460500,39.900002,40.18,39.779999,40.139998999999996,40.139998999999996,10619600 +2012-03-23,160.880005,161.880005,160.520004,161.529999,161.529999,10689000,139.320007,139.809998,138.550003,139.649994,121.813698,120521000,13045.99023,13099.91016,13002.76953,13080.73047,13080.73047,129930000,64.75,67.75,64.150002,67.0,65.145866,887900,1.3273,1.3198,1.3295,1.319,1,125.13,123.3,127.06,123.1,207430,1,106.75,105.53,108.25,105.16,1,57203,56401,57275,56223,59430,1,2.233,2.233,2.233,2.233,0,1627.5,1624.4,1637.4,1614.9,1,658.4,659.6,659.65,659.6,1,1450,79.57600000000002,79.895,80.01,79.325,24700,0,49.080002,50.060001,48.830002,49.759998,47.28978,14594200,40.209998999999996,41.209998999999996,40.040001000000004,40.689999,40.689999,17600400 +2012-03-26,163.169998,164.53999299999995,162.949997,164.399994,164.399994,13226700,140.649994,141.610001,140.600006,141.610001,123.523338,120164000,13082.62012,13243.86035,13082.38965,13241.62988,13241.62988,122080000,68.5,69.599998,67.949997,68.099998,66.21543100000001,836100,1.3358,1.3272,1.3368,1.3191,1,125.65,125.04,125.89,124.58,128770,1,107.11,106.81,107.33,106.2,1,57731,57056,57930,57040,53550,1,2.253,2.253,2.253,2.253,1,1654.35,1640.05,1654.6,1624.5,1,667.25,662.15,664.55,662.15,1,1450,79.179,79.495,79.94,79.06,19120,0,50.810001,50.950001,50.200001,50.630001,48.1166,12638700,40.709998999999996,40.84,40.580002,40.77,40.77,4348200 +2012-03-27,164.520004,164.889999,163.130005,163.240005,163.240005,10908700,141.740005,141.830002,141.080002,141.169998,123.139542,119868500,13242.08984,13264.98047,13194.33008,13197.73047,13197.73047,129280000,68.699997,68.699997,67.349998,67.5,65.63202700000001,855000,1.3318,1.3354,1.3386,1.3311,0,125.54,125.74,126.18,124.91,211600,0,106.77,107.09,107.73,106.52,0,57405,57750,57949,57330,53630,0,2.187,2.187,2.187,2.187,0,1656.75,1655.45,1671.65,1655.45,1,662.1,660.0,661.0,657.0,0,1425,79.222,79.125,79.345,78.93,20780,1,50.84,50.860001,49.799999,49.91,47.432335,10166200,40.849998,41.0,40.540001000000004,40.709998999999996,40.709998999999996,7460100 +2012-03-28,162.71000700000005,162.979996,160.660004,161.509995,161.509995,11008200,141.100006,141.320007,139.639999,140.470001,122.528969,148562100,13195.38965,13212.63965,13069.25977,13126.20996,13126.20996,141540000,67.0,67.599998,65.349998,66.199997,64.368011,483600,1.3317,1.3318,1.3376,1.3277,0,124.16,125.18,125.18,123.53,212670,0,105.55,106.83,106.96,104.69,0,56578,57341,57395,56467,60340,0,2.201,2.201,2.201,2.201,1,1641.75,1656.4,1656.95,1634.75,0,646.4,644.8,644.8,644.7,0,1425,79.29899999999998,79.29,79.515,79.05,27630,1,49.650002,49.75,48.630001,48.93,46.500984,14557900,40.130001,40.200001,39.849998,40.189999,40.189999,9820600 +2012-03-29,161.139999,161.46000700000005,159.809998,161.279999,161.279999,11026900,139.639999,140.490005,139.089996,140.229996,122.319626,164963700,13125.99023,13151.57031,13032.66992,13145.82031,13145.82031,136250000,65.800003,67.150002,64.650002,67.0,65.145866,689200,1.3302,1.3316,1.3346,1.3251,0,122.39,124.23,124.64,121.37,224420,0,103.28,105.59,105.71,102.13,0,56771,56682,56884,56401,55080,1,2.1590000000000003,2.1590000000000003,2.1590000000000003,2.1590000000000003,0,1637.15,1641.85,1649.7,1626.25,0,646.9,648.8,655.0,641.7,1,1400,79.357,79.275,79.53,79.125,19450,1,48.759998,49.09,48.049999,49.060001,46.624531,12259600,40.029999,40.119999,38.869999,39.290001000000004,39.290001000000004,12803900 +2012-03-30,161.669998,162.330002,161.220001,162.119995,162.119995,7534000,140.919998,141.050003,140.050003,140.809998,122.825531,135486800,13147.94043,13224.49023,13147.78027,13212.04004,13212.04004,171190000,67.449997,68.900002,67.449997,68.699997,66.79881999999999,605400,1.3344,1.3299,1.3377,1.3296,1,122.88,122.6,124.07,122.58,185190,1,102.93,103.3,104.16,102.78,0,56909,56825,57222,56727,41100,1,2.214,2.214,2.214,2.214,1,1643.15,1637.0,1652.2,1628.05,1,654.2,646.8,656.2,643.7,1,1400,79.138,79.225,79.225,78.87,24070,0,49.619999,49.630001,48.810001,49.540001,47.080704,9890400,39.380001,39.630001,39.119999,39.23,39.23,5883800 +2012-04-02,161.96000700000005,163.559998,161.809998,162.940002,162.940002,7541700,140.639999,142.21000700000005,140.360001,141.839996,123.723953,151741100,13211.36035,13297.11035,13153.69043,13264.49023,13264.49023,108790000,68.650002,70.300003,68.25,70.25,68.305931,654500,1.3323,1.3359,1.3382,1.3277,0,125.43,122.94,125.63,121.7,229530,1,105.05,103.28,105.5,102.07,1,57595,56899,57737,56686,48940,1,2.18,2.18,2.18,2.18,0,1657.35,1650.0,1659.7,1640.55,1,655.9,654.3,666.3,653.9,1,1400,78.96300000000002,79.035,79.275,78.92,19340,0,49.540001,50.759998,49.419998,50.389999,47.888508,13114500,38.93,40.130001,38.880001,40.029999,40.029999,7676900 +2012-04-03,163.229996,163.229996,159.169998,159.889999,159.889999,16822300,141.639999,141.880005,140.429993,141.259995,123.218033,155806700,13258.95996,13265.36035,13131.20996,13199.54981,13199.54981,123980000,70.349998,70.349998,68.150002,68.550003,66.652977,1338900,1.3234,1.332,1.3368,1.3213,0,124.86,125.3,125.97,124.3,197650,0,104.06,105.06,105.19,103.6,0,57567,57550,57695,57103,52880,0,2.293,2.293,2.293,2.293,1,1646.45,1657.4,1670.8,1642.4,0,653.7,656.5,664.3,651.5,0,1400,79.641,78.9,79.655,78.795,28230,1,50.470001,50.470001,48.349998,48.75,46.329918,17390400,39.950001,40.02,39.43,39.66,39.66,5029200 +2012-04-04,157.699997,158.029999,156.580002,157.21000700000005,157.21000700000005,15975600,140.220001,140.339996,139.339996,139.860001,121.996834,146896000,13198.19043,13198.19043,13020.86035,13074.75,13074.75,125000000,66.5,66.849998,63.950001,65.099998,63.298443000000006,1042500,1.3142,1.3232,1.3238,1.3106,0,122.34,124.88,124.99,122.3,250190,0,102.04,104.1,104.13,101.09,0,55385,57480,57480,55027,96340,0,2.2230000000000003,2.2230000000000003,2.2230000000000003,2.2230000000000003,0,1603.05,1645.65,1648.45,1598.05,0,634.6,653.6,656.5,631.0,0,1400,79.949,79.565,80.095,79.54,22840,1,47.73,47.77,46.009998,46.709999,44.391193,27237700,39.119999,39.23,38.470001,38.84,38.84,8693400 +2012-04-05,157.869995,158.679993,157.779999,158.309998,158.309998,8967700,139.380005,140.199997,139.259995,139.78999299999998,121.935814,137439400,13067.17969,13088.11035,13012.45996,13060.13965,13060.13965,109530000,65.699997,67.150002,63.950001,64.199997,62.42334399999999,764500,1.3064,1.314,1.3165,1.3034,0,123.43,122.54,123.54,121.8,183560,1,103.24,101.97,103.41,101.38,1,55976,55390,56135,55390,38630,1,2.18,2.18,2.18,2.18,0,1607.5,1602.35,1610.95,1589.85,1,645.7,634.5,647.0,629.7,1,1375,80.293,79.915,80.365,79.79,4130,1,46.950001,47.080002,46.0,46.200001,43.906509,11559200,38.73,39.349998,38.709998999999996,39.259997999999996,39.259997999999996,4258300 +2012-04-09,159.720001,160.009995,158.910004,159.369995,159.369995,8245800,138.029999,139.839996,137.839996,138.220001,120.56633,127555900,13057.57031,13057.71973,12903.78027,12929.58984,12929.58984,105580000,64.449997,64.699997,63.25,63.75,61.985806,601400,1.3102,1.3102,1.3135,1.3034,1,122.67,122.85,122.86,121.02,91960,0,102.17,102.55,102.61,100.83,0,55902,56228,56460,55601,49490,0,2.047,2.047,2.047,2.047,1,1617.75,1622.7,1626.9,1611.25,0,645.8,651.0,652.9,642.1,1,1375,79.919,80.05,80.32,79.835,11580,0,46.59,47.130001,46.389999,46.48,44.172607,9302200,38.560001,39.040001000000004,38.360001000000004,38.970001,38.970001,5724000 +2012-04-10,159.660004,161.580002,158.470001,161.100006,161.100006,14288500,137.949997,138.339996,135.759995,135.899994,118.542625,235360300,12929.44043,12929.58984,12710.55957,12715.92969,12715.92969,159290000,63.599998,64.25,62.200001,64.050003,62.277508,813600,1.3081,1.3107,1.3145,1.3053,0,119.88,122.53,122.83,119.49,223010,0,100.94,102.34,102.97,100.7,0,56267,56040,56400,55701,63790,1,1.986,1.986,1.986,1.986,0,1606.2,1617.8,1632.05,1584.85,0,641.4,645.6,653.4,629.3,0,1375,80.098,79.955,80.245,79.775,26100,1,46.439999,47.189999,45.98,47.040001,44.704815,18461300,38.880001,39.169998,38.310001,38.509997999999996,38.509997999999996,6602000 +2012-04-11,161.199997,161.53999299999995,160.740005,161.070007,161.070007,10005400,137.28999299999998,137.53999299999998,136.75,137.0,119.502167,154133000,12716.91992,12844.82031,12716.91992,12805.38965,12805.38965,125210000,65.050003,65.199997,63.950001,64.25,62.471966,577800,1.311,1.3082,1.3157,1.3065,1,120.18,119.87,120.8,119.05,178710,1,102.56,100.95,103.14,100.86,1,56017,56110,56425,55851,56360,0,2.037,2.037,2.037,2.037,1,1589.35,1606.0,1607.65,1583.0,0,638.0,641.7,644.8,633.0,0,1375,79.993,80.105,80.15,79.71,18550,0,47.16,47.23,46.360001,46.490002,44.182117,10167900,38.68,39.23,38.57,39.009997999999996,39.009997999999996,8232700 +2012-04-12,160.740005,163.199997,160.46000700000005,162.699997,162.699997,9229900,137.130005,138.899994,137.029999,138.78999299999998,121.063538,154321500,12806.4502,12986.95996,12806.29981,12986.58008,12986.58008,119780000,65.449997,72.5,65.150002,72.0,70.0075,2283600,1.3186,1.3108,1.3213,1.31,1,121.71,120.14,121.92,119.28,125980,1,103.63,102.56,104.25,102.4,1,56994,55988,57197,55901,70120,1,2.056,2.056,2.056,2.056,1,1609.4,1589.65,1609.45,1582.95,1,654.8,638.1,655.3,637.3,1,1375,79.449,79.92,79.955,79.365,25770,0,46.459999,48.330002,46.450001,48.150002,45.759712,14841700,39.150002,39.639998999999996,39.130001,39.439999,39.439999,5793600 +2012-04-13,162.449997,162.46000700000005,160.169998,160.850006,160.850006,10041000,138.470001,138.820007,137.009995,137.139999,119.62426,169246700,12986.2002,12986.34961,12845.28027,12849.58984,12849.58984,140990000,72.300003,73.550003,70.550003,72.25,70.25057199999999,1576100,1.3077,1.3186,1.3203,1.307,0,121.83,121.88,122.0,120.77,15610,1,102.84,103.66,103.91,102.61,0,55809,56989,57065,55630,75060,0,1.989,1.989,1.989,1.989,0,1585.9,1609.45,1610.25,1583.0,0,644.1,655.4,655.9,641.8,0,1375,80.055,79.495,80.08,79.45,19560,1,47.919998,48.060001,47.25,47.5,45.141975,12925100,39.25,39.330002,39.02,39.150002,39.150002,4071700 +2012-04-16,160.509995,161.179993,159.529999,160.46000700000005,160.46000700000005,6670500,137.839996,138.03999299999998,136.580002,137.050003,119.545753,147825300,12850.87988,12986.76953,12850.79981,12921.41016,12921.41016,120990000,72.5,73.0,70.300003,71.150002,69.181023,773600,1.3139,1.3066,1.3148,1.2994,1,118.68,121.0,121.0,118.2,232830,0,103.17,102.81,103.38,101.81,1,55920,55843,56199,55501,57360,0,1.982,1.982,1.982,1.982,0,1577.15,1583.05,1583.3,1562.8,0,652.9,642.7,653.9,636.7,1,1375,79.732,80.085,80.345,79.67,25310,0,47.34,47.740002,46.389999,46.639999,44.324665,12576000,39.130001,39.310001,38.73,39.18,39.18,5762700 +2012-04-17,160.53999299999995,160.96000700000005,158.75,160.25,160.25,7587100,137.839996,139.360001,137.699997,139.080002,121.316505,147877600,12921.79004,13131.36035,12921.79004,13115.54004,13115.54004,115320000,71.75,73.599998,71.349998,72.449997,70.445045,691100,1.3125,1.3136,1.3174,1.3090000000000002,0,118.78,118.53,119.34,117.98,248480,1,104.27,103.17,105.08,102.67,1,56016,55870,56291,55666,59360,1,1.996,1.996,1.996,1.996,1,1584.1,1576.95,1588.05,1566.2,1,662.2,653.0,664.2,644.6,1,1375,79.627,79.775,79.94,79.56,15480,0,46.82,47.709999,46.48,47.110001,44.771336,10549000,39.830002,39.889998999999996,39.540001000000004,39.639998999999996,39.639998999999996,5407300 +2012-04-18,159.490005,160.119995,159.070007,159.309998,159.309998,7463000,138.46000700000002,139.080002,138.380005,138.610001,120.906502,123884200,13114.55957,13114.55957,13027.49023,13032.75,13032.75,113520000,71.949997,72.099998,70.300003,71.099998,69.132401,661800,1.3121,1.3127,1.3142,1.3058,0,117.97,118.45,118.85,116.7,251110,0,102.77,104.22,104.52,102.19,0,56064,56150,56280,55905,44790,1,1.975,1.975,1.975,1.975,0,1581.05,1584.05,1595.35,1575.7,0,658.1,662.3,665.0,655.1,0,1385,79.67399999999998,79.7,80.025,79.63,15910,1,46.650002,47.259998,46.400002,46.630001,44.31517,10432800,39.470001,39.57,38.860001000000004,39.049999,39.049999,5135400 +2012-04-19,160.0,160.639999,159.020004,159.429993,159.429993,9914400,138.630005,139.149994,137.070007,137.720001,120.13018,198666700,13028.73047,13080.2002,12896.82031,12964.09961,12964.09961,139810000,71.400002,72.599998,70.800003,71.25,69.278244,684000,1.3136,1.3122,1.3166,1.307,1,118.0,118.15,119.15,117.68,204710,1,102.64,102.75,103.23,101.69,0,56576,56097,56899,55921,66210,1,1.968,1.968,1.968,1.968,0,1578.8,1581.45,1597.05,1574.35,0,666.3,658.0,668.6,652.9,1,1385,79.707,79.725,79.98,79.515,19390,1,46.950001,47.27,46.439999,46.610001,44.29615,10358700,39.040001000000004,39.139998999999996,38.669998,38.959998999999996,38.959998999999996,5512700 +2012-04-20,159.25,159.910004,159.199997,159.53999299999995,159.53999299999995,9148800,138.330002,138.830002,137.869995,137.949997,120.330811,143199600,12964.48047,13082.54004,12964.25,13029.25977,13029.25977,212080000,71.650002,72.349998,69.599998,69.800003,67.868378,510700,1.3224,1.3137,1.3228,1.3129,1,118.76,118.01,119.69,117.87,178700,1,102.94,104.01,105.71,103.89,1,56451,56510,56789,56307,38990,0,1.959,1.959,1.959,1.959,0,1581.4,1578.7,1586.75,1572.8,1,675.9,666.1,678.7,659.2,1,1385,79.313,79.675,79.745,79.225,23410,0,46.73,47.060001,46.099998,46.119999,43.830482,10535400,39.509997999999996,39.610001000000004,39.119999,39.389998999999996,39.389998999999996,5364200 +2012-04-23,158.199997,159.179993,157.880005,159.070007,159.070007,8876800,136.53999299999998,136.910004,135.940002,136.78999299999998,119.318947,171844900,13028.2002,13028.2002,12845.58008,12927.16992,12927.16992,139370000,68.199997,68.349998,65.099998,65.800003,63.979076,1327700,1.3155,1.3192,1.3211,1.3104,0,118.71,118.7,118.91,117.21,203510,0,103.07,103.83,103.91,101.83,1,55553,56307,56425,55303,69710,0,1.94,1.94,1.94,1.94,0,1560.1,1584.8,1584.85,1553.05,0,671.6,677.8,678.0,665.1,0,1385,79.536,79.375,79.775,79.32,18450,1,45.41,45.450001,44.18,45.040001,42.8041,19325900,38.73,39.049999,38.549999,39.029999,39.029999,5551300 +2012-04-24,159.630005,160.179993,159.28999299999995,159.300003,159.300003,5200600,136.910004,137.660004,136.800003,137.309998,119.772537,137484200,12927.76953,13050.29981,12926.49023,13001.55957,13001.55957,134110000,66.5,67.150002,65.849998,66.550003,64.708321,849700,1.3194,1.3157,1.3218,1.3144,1,118.16,118.75,118.94,117.85,173510,0,103.79,103.12,104.11,102.8,1,55697,55550,56121,55527,46760,1,1.974,1.974,1.974,1.974,1,1549.35,1560.15,1561.75,1545.1,0,668.6,671.5,677.8,665.6,0,1385,79.32600000000002,79.495,79.535,79.185,16020,0,45.349998,45.470001,44.790001,45.139999,42.899132,10375100,39.369999,39.389998999999996,39.009997999999996,39.169998,39.169998,4142800 +2012-04-25,159.479996,159.96000700000005,157.759995,159.619995,159.619995,15093700,138.649994,139.25,138.529999,139.190002,121.412399,150252200,12997.69043,13105.7002,12993.59961,13090.71973,13090.71973,135260000,67.150002,70.25,66.849998,69.900002,67.965622,964900,1.3223,1.3195,1.3236,1.3174,1,119.12,118.38,119.25,117.45,242120,1,103.95,103.77,104.57,103.11,1,55194,55701,55797,54426,76820,0,1.988,1.988,1.988,1.988,1,1556.1,1549.25,1559.25,1543.15,1,662.6,668.7,672.0,652.8,0,1385,79.111,79.295,79.415,79.075,20420,0,45.470001,46.389999,45.099998,46.290001,43.992046,21177600,39.330002,39.59,39.040001000000004,39.41,39.41,8560500 +2012-04-26,160.46000700000005,161.380005,160.100006,161.029999,161.029999,10918700,138.889999,140.320007,138.809998,140.160004,122.258545,136291600,13090.11035,13227.82031,13075.95996,13204.62012,13204.62012,107570000,70.75,71.5,70.150002,71.050003,69.083786,810400,1.3209,1.3222,1.3264,1.3199,0,119.92,119.05,120.17,118.78,225240,1,104.16,103.97,104.94,103.86,1,55924,55334,56048,55259,52290,1,1.947,1.947,1.947,1.947,0,1569.35,1556.4,1574.2,1554.6,1,668.8,662.7,674.4,656.4,1,1385,79.001,79.1,79.17,78.9,17260,0,46.32,46.450001,45.869999,46.25,43.954029,12882600,39.439999,39.720001,39.380001,39.529999,39.529999,5353300 +2012-04-27,161.779999,161.970001,161.149994,161.380005,161.380005,8906600,140.580002,140.78999299999995,139.800003,140.389999,122.459175,130725000,13204.7002,13266.67969,13192.20996,13228.30957,13228.30957,110850000,71.849998,71.949997,70.900002,71.699997,69.715797,585100,1.3255,1.3191,1.3273,1.3157,1,119.83,119.6,119.95,119.06,173890,0,104.78,104.12,105.02,103.76,1,55983,55840,56196,55669,37840,1,1.937,1.937,1.937,1.937,0,1573.75,1569.2,1579.55,1563.05,1,683.1,668.3,683.7,668.1,1,1385,78.757,79.21,79.335,78.72,22820,0,46.860001,47.110001,46.509998,46.799999,44.476723,9498400,39.549999,39.75,39.380001,39.619999,39.619999,3845100 +2012-04-30,160.490005,161.880005,160.309998,161.880005,161.880005,8007300,140.110001,140.21000700000002,139.490005,139.869995,122.005577,115092200,13228.30957,13228.75977,13176.00977,13213.62988,13213.62988,127870000,71.099998,71.599998,70.0,70.900002,68.937935,646500,1.3241,1.3239,1.3266,1.3207,0,119.47,119.7,119.79,118.73,174060,0,104.88,104.95,105.17,103.89,1,55318,55920,56036,54825,46310,0,1.919,1.919,1.919,1.919,0,1573.8,1576.45,1578.45,1566.6,0,683.5,683.0,684.8,675.8,1,1385,78.848,78.79,78.96,78.685,19460,1,46.369999,46.57,45.709999,46.389999,44.08707800000001,9197900,39.43,39.810001,39.369999,39.68,39.68,4873200 +2012-05-01,162.089996,162.179993,160.889999,161.320007,161.320007,7414800,139.78999299999998,141.660004,139.630005,140.740005,122.764465,138832200,13214.16016,13338.66016,13174.65039,13279.32031,13279.32031,123400000,71.25,71.400002,69.599998,70.5,68.549011,543800,1.3239,1.3243,1.3285,1.3205,0,119.66,119.28,120.02,118.8,160250,1,105.98,104.91,106.45,104.41,1,55302,54805,55837,54805,6000,0,1.945,1.945,1.945,1.945,1,1573.1,1574.55,1578.75,1560.25,0,680.0,683.8,685.9,675.9,0,1385,78.935,78.875,79.05,78.665,13050,1,46.41,46.900002,46.119999,46.439999,44.13459,8883700,39.630001,40.290001000000004,39.630001,40.150002,40.150002,6059600 +2012-05-02,160.740005,160.779999,159.759995,160.589996,160.589996,5632300,139.919998,140.46000700000002,139.46000700000002,140.320007,122.398117,121081000,13278.11035,13278.11035,13192.20996,13268.57031,13268.57031,100770000,69.699997,70.0,68.650002,69.0,67.090515,522400,1.3157,1.3239,1.3244,1.3124,0,118.2,119.7,119.8,117.64,216220,0,105.38,105.99,106.06,104.92,0,55147,55202,55570,54961,2130,0,1.928,1.928,1.928,1.928,0,1562.25,1572.65,1573.5,1559.5,0,668.7,679.8,681.3,667.3,0,1385,79.20100000000002,78.9,79.4,78.9,19300,1,46.07,46.099998,45.299999,45.66,43.393314,10172800,40.009997999999996,40.060001,39.709998999999996,39.889998999999996,39.889998999999996,5708100 +2012-05-03,159.160004,159.479996,158.369995,158.970001,158.970001,13172000,140.339996,140.449997,138.990005,139.25,121.464783,143759700,13267.58984,13284.08984,13175.63965,13206.58984,13206.58984,102090000,68.199997,68.349998,64.550003,65.550003,63.735989,1097700,1.3152,1.3154,1.3182,1.3099,0,116.08,118.2,118.45,115.92,231990,0,102.44,105.41,105.44,102.38,0,55133,55128,55525,54950,1410,0,1.933,1.933,1.933,1.933,1,1538.1,1562.2,1565.15,1531.45,0,662.3,668.6,670.2,660.2,0,1385,79.293,79.26,79.535,79.15,20460,1,45.040001,45.150002,43.400002,43.880001,41.701687,19120600,39.43,39.439999,38.75,38.830002,38.830002,9079700 +2012-05-04,158.820007,159.979996,158.570007,159.470001,159.470001,11389600,138.520004,139.300003,136.919998,137.0,119.502167,193927300,13204.62012,13205.0,13022.33984,13038.26953,13038.26953,113790000,65.800003,67.949997,65.0,65.949997,64.124924,782600,1.3083,1.3152,1.318,1.3079,0,113.18,115.91,116.29,111.76,323770,0,98.59,102.6,102.73,97.52,0,55282,55250,55401,54756,1810,1,1.879,1.879,1.879,1.879,0,1526.35,1538.35,1541.2,1521.3,0,651.2,662.2,666.0,649.7,0,1385,79.587,79.24,79.615,79.145,24760,1,43.82,44.740002,43.790001,44.049999,41.863247,14631400,37.84,37.990002000000004,36.919998,37.290001000000004,37.290001000000004,20087800 +2012-05-07,159.309998,159.339996,158.449997,159.080002,159.080002,4927800,136.509995,137.559998,136.46000700000002,137.100006,119.589378,127765900,13035.84961,13049.08984,12970.0,13008.53027,13008.53027,110080000,65.599998,66.150002,63.75,64.099998,62.326111,723700,1.3054,1.3030000000000002,1.3067,1.2957,0,113.16,112.8,113.5,110.34,159880,0,97.98,98.06,98.25,95.35,0,55796,56511,56511,55267,63890,1,1.873,1.873,1.873,1.873,0,1524.0,1523.0,1532.85,1512.8,1,647.7,648.6,655.3,644.2,0,1385,79.715,79.79,80.135,79.63,21660,1,44.09,44.389999,43.09,43.669998,41.502106,13775000,36.860001000000004,37.16,36.5,37.049999,37.049999,10765200 +2012-05-08,156.610001,156.729996,154.919998,156.0,156.0,17852300,136.279999,136.770004,134.919998,136.550003,119.109604,213377700,13000.73047,13000.73047,12810.38965,12932.08984,12932.08984,138620000,62.5,62.650002,58.25,58.349998,56.735237,1701300,1.3003,1.3058,1.3066,1.2982,0,112.73,113.16,113.64,110.53,252430,0,97.39,97.98,98.14,95.54,0,55135,55650,55650,54855,71600,0,1.842,1.842,1.842,1.842,0,1509.55,1523.95,1534.45,1501.5,0,622.3,647.8,651.1,619.3,0,1385,79.84899999999998,79.68,80.075,79.67,25490,1,42.740002,42.849998,41.73,42.169998,40.076572,23654800,36.73,36.900002,36.150002,36.869999,36.869999,10699100 +2012-05-09,154.100006,154.979996,153.600006,154.470001,154.470001,13864000,135.100006,136.610001,134.490005,135.740005,118.403091,220752500,12921.80957,12921.80957,12748.48047,12835.05957,12835.05957,147460000,56.450001,61.450001,56.450001,59.25,57.610336,1449300,1.2933,1.2999,1.3005,1.291,0,113.2,113.05,113.27,111.31,239780,1,96.38,97.39,97.41,95.19,0,55159,55036,55290,54272,74380,1,1.826,1.826,1.826,1.826,0,1497.7,1509.5,1512.7,1490.6,0,613.5,622.4,624.8,609.1,0,1385,80.232,80.005,80.415,79.975,38810,1,41.389999,43.630001,41.099998,43.02,40.884373,28890800,36.240002000000004,36.66,36.029999,36.52,36.52,11412000 +2012-05-10,155.160004,155.570007,154.639999,154.770004,154.770004,7460100,136.679993,136.850006,135.71000700000002,136.020004,118.647324,150600000,12831.58008,12931.70996,12820.29981,12855.04004,12855.04004,151650000,60.349998,61.5,58.549999,58.950001,57.318642,975700,1.2936,1.2931,1.298,1.2923,1,112.73,112.72,113.64,112.12,198340,0,96.55,96.46,97.7,96.09,1,54568,55000,55000,54370,45990,0,1.874,1.874,1.874,1.874,1,1487.85,1497.6,1508.95,1485.7,0,614.2,613.6,622.4,611.5,1,1375,80.257,80.295,80.34,80.085,28160,1,43.549999,43.889999,42.68,43.09,40.950897,18881400,36.860001000000004,36.970001,36.549999,36.610001000000004,36.610001000000004,4746600 +2012-05-11,153.440002,154.470001,153.240005,153.559998,153.559998,8285600,135.169998,136.869995,135.110001,135.610001,118.289673,153032400,12851.79004,12918.00977,12779.28027,12820.59961,12820.59961,148370000,58.450001,59.299999,56.849998,57.349998,55.762913,1011900,1.2917,1.2933,1.2959,1.2905,0,112.26,112.05,112.8,111.4,189450,0,95.57,96.53,97.21,95.56,0,54140,54510,54510,53561,72160,0,1.841,1.841,1.841,1.841,0,1464.45,1487.7,1488.2,1461.05,0,602.4,614.4,616.7,600.0,0,1360,80.404,80.35,80.48,80.21,21690,1,42.580002,43.299999,42.330002,42.419998,40.314159,12632900,36.27,36.77,36.240002000000004,36.259997999999996,36.259997999999996,4507100 +2012-05-14,151.580002,152.029999,151.0,151.330002,151.330002,13388200,134.309998,135.610001,133.910004,134.110001,116.981247,163910000,12818.49023,12818.86035,12661.48047,12695.34961,12695.34961,143190000,56.099998,56.400002,54.5,54.549999,53.04040500000001,954100,1.2826,1.2882,1.2905,1.2819999999999998,0,111.57,112.07,112.07,110.04,199080,0,94.09,95.8,95.84,93.66,0,53635,54039,54048,53463,59330,0,1.769,1.769,1.769,1.769,0,1441.55,1467.65,1476.8,1437.45,0,594.4,594.0,594.4,594.0,0,1360,80.748,80.56,80.86,80.49,30320,1,41.57,42.259998,40.950001,40.970001,38.936146,21789800,35.709998999999996,35.98,35.529999,35.610001000000004,35.610001000000004,5259700 +2012-05-15,151.160004,151.440002,149.630005,149.740005,149.740005,13354500,134.020004,134.809998,133.130005,133.339996,116.309593,207629300,12695.04981,12758.42969,12608.16016,12632.0,12632.0,156060000,54.450001,55.75,51.0,51.400002,49.977577,1393200,1.2731,1.2824,1.287,1.2721,0,112.24,111.17,112.67,110.93,146270,1,93.09,93.92,95.49,93.03,0,52957,53575,53575,52820,71770,0,1.77,1.77,1.77,1.77,1,1436.3,1440.65,1454.3,1431.7,0,595.6,593.1,605.5,591.2,1,1360,81.38,80.825,81.45,80.63,49130,1,40.970001,41.34,39.25,39.34,37.387062,24527000,35.799999,35.970001,35.220001,35.279999,35.279999,6275000 +2012-05-16,149.479996,150.699997,148.600006,149.46000700000005,149.46000700000005,16750700,133.940002,134.550003,132.800003,132.830002,115.864746,207265500,12617.32031,12722.62988,12597.33984,12598.54981,12598.54981,143130000,51.049999,53.849998,51.0,51.25,49.831722,1333900,1.2716,1.2732,1.276,1.268,0,111.71,112.02,112.1,110.41,22420,0,92.81,93.17,94.17,91.82,0,51559,52819,53118,51201,107620,0,1.759,1.759,1.759,1.759,0,1438.15,1436.2,1443.25,1422.75,1,596.1,595.5,600.5,587.4,1,1360,81.524,81.415,81.745,81.345,37930,1,39.450001,40.66,39.080002,39.560001,37.596138,28720000,35.189999,35.639998999999996,34.939999,35.049999,35.049999,10645100 +2012-05-17,150.830002,153.399994,150.380005,152.800003,152.800003,18080700,132.860001,133.020004,130.78999299999998,130.860001,114.146362,247992900,12598.32031,12611.41992,12440.51953,12442.49023,12442.49023,147430000,52.5,55.25,52.299999,53.849998,52.359772,1606100,1.2694,1.2716,1.275,1.2666,0,107.49,109.43,110.15,106.58,293240,0,92.91,92.78,93.89,92.1,1,53134,51893,53608,51893,99350,1,1.69,1.69,1.69,1.69,0,1452.45,1438.2,1458.6,1436.55,1,603.3,596.3,609.6,595.6,1,1350,81.54,81.52,81.83,81.4,47980,1,40.18,41.970001,40.119999,41.34,39.287773,30740700,35.380001,35.450001,34.860001000000004,35.040001000000004,35.040001000000004,5773000 +2012-05-18,154.46000700000005,155.130005,153.970001,154.550003,154.550003,12994200,131.369995,131.600006,129.550003,129.740005,113.16938799999998,319615900,12443.01953,12492.96973,12336.75977,12369.37988,12369.37988,240720000,55.5,56.75,54.299999,54.599998,53.089012,1224100,1.2783,1.2685,1.2795,1.2641,1,107.14,106.75,107.99,106.4,206500,0,91.34,92.86,92.88,90.94,0,54468,53471,54747,53170,90450,1,1.723,1.723,1.723,1.723,1,1455.75,1452.2,1466.25,1443.55,1,603.6,603.2,612.3,596.8,1,1350,81.42399999999998,81.65,81.93,81.155,31550,0,42.189999,42.810001,41.439999,41.619999,39.553875,21909600,34.889998999999996,35.040001000000004,34.43,34.43,34.43,7211400 +2012-05-21,154.110001,154.949997,153.860001,154.649994,154.649994,7542400,130.160004,132.020004,129.949997,131.970001,115.11458600000002,177861100,12369.15039,12508.11035,12367.71973,12504.48047,12504.48047,142110000,54.900002,56.150002,54.5,55.950001,54.401665,495100,1.2814,1.2784,1.2827,1.2726,1,108.81,107.4,109.43,106.75,171290,1,92.58,91.28,93.08,90.86,1,54130,54525,54805,53865,66130,0,1.743,1.743,1.743,1.743,1,1472.6,1459.85,1473.3,1458.35,1,615.8,601.3,619.2,601.3,1,1335,81.232,81.295,81.56,81.025,28520,0,41.639999,43.119999,41.630001,43.009998,40.874866,13536300,34.68,35.189999,34.599998,35.150002,35.150002,5540200 +2012-05-22,153.589996,154.419998,151.550003,152.080002,152.080002,11302700,132.309998,133.229996,131.339996,132.199997,115.315186,197531200,12505.37988,12575.95996,12447.33008,12502.80957,12502.80957,133650000,55.900002,56.700001,54.75,55.299999,53.76965,762900,1.2684,1.2814,1.2819,1.2658,0,108.41,109.25,109.36,107.79,180210,0,92.2,94.59,94.96,93.34,0,54392,54187,55119,53873,78150,1,1.777,1.777,1.777,1.777,1,1443.85,1472.55,1473.65,1443.1,0,610.5,615.7,616.7,607.2,0,1335,81.648,81.115,81.94,81.095,33090,1,42.959999,43.759998,42.200001,42.540001,40.4282,20767800,34.91,35.0,34.389998999999996,34.48,34.48,5284200 +2012-05-23,151.5,151.839996,148.839996,151.619995,151.619995,18854500,131.25,132.46000700000002,129.990005,132.270004,115.376244,204958400,12501.51953,12508.29981,12311.55957,12496.15039,12496.15039,152190000,54.549999,57.0,52.299999,57.0,55.422611,1635200,1.2586,1.2687,1.2689,1.2546,0,105.56,108.11,108.16,105.39,227010,0,90.57,91.55,91.73,89.29,0,53818,54250,54250,53320,87070,0,1.733,1.733,1.733,1.733,0,1422.85,1444.15,1446.85,1406.95,0,591.8,610.6,611.8,586.7,0,1320,82.235,81.905,82.36,81.71,38280,1,42.119999,44.439999,41.299999,44.439999,42.233879,31400000,34.419998,34.459998999999996,33.66,34.09,34.09,9300000 +2012-05-24,152.71000700000005,152.910004,150.619995,151.410004,151.410004,9697100,132.630005,132.839996,131.419998,132.529999,115.603043,167357600,12491.91016,12539.58984,12419.62988,12529.75,12529.75,126810000,58.450001,58.700001,56.549999,58.150002,56.540783,1284100,1.2536,1.259,1.262,1.2515,0,106.55,106.1,107.25,105.03,191100,1,90.8,90.55,91.53,89.83,1,54317,53999,54785,53980,74940,1,1.783,1.783,1.783,1.783,1,1421.15,1422.65,1434.5,1411.65,0,587.7,592.0,600.5,584.3,0,1320,82.48700000000002,82.28,82.535,81.995,35860,1,44.75,45.279999,43.700001,44.630001,42.414452,21742500,34.290001000000004,34.5,34.0,34.259997999999996,34.259997999999996,7171800 +2012-05-25,151.889999,152.850006,151.630005,152.679993,152.679993,6212900,132.479996,132.850006,131.779999,132.100006,115.227974,135465600,12530.74023,12533.12012,12421.53027,12454.83008,12454.83008,93000000,58.549999,59.099998,57.650002,58.099998,56.49215699999999,701000,1.2517,1.2541,1.2604,1.2497,0,106.83,106.55,107.24,106.02,145990,1,90.72,90.8,91.33,90.21,0,54426,54250,54500,53882,61460,1,1.746,1.746,1.746,1.746,0,1431.5,1421.25,1435.05,1412.05,1,589.5,587.8,594.6,584.8,1,1300,82.523,82.445,82.61,82.125,10960,1,44.740002,45.150002,44.389999,44.91,42.68055,12572600,34.209998999999996,34.369999,34.16,34.220001,34.220001,3102000 +2012-05-29,153.470001,153.619995,150.25,151.020004,151.020004,11243100,133.160004,133.929993,131.169998,133.699997,116.623619,152883500,12454.83008,12611.61035,12454.59961,12580.69043,12580.69043,107510000,59.299999,60.200001,57.75,58.200001,56.58939399999999,1109800,1.2498,1.2542,1.2576,1.2463,0,106.68,107.45,107.95,106.06,223910,0,90.91,91.01,92.22,90.26,1,53964,54448,54885,53790,82450,0,1.7480000000000002,1.7480000000000002,1.7480000000000002,1.7480000000000002,1,1428.6,1437.4,1448.7,1423.85,0,603.55,594.1,613.55,588.7,0,1280,82.581,82.415,82.71,82.13,25450,1,45.419998,45.48,43.68,44.09,41.90126,16699100,34.529999,34.759997999999996,34.029999,34.23,34.23,6223500 +2012-05-30,149.740005,152.380005,148.529999,151.910004,151.910004,16764800,132.559998,133.690002,131.490005,131.759995,114.931389,162370400,12579.01953,12579.09961,12396.40039,12419.86035,12419.86035,122830000,56.849998,57.900002,54.25,57.299999,55.714298,1188200,1.237,1.2485,1.2494,1.2361,0,103.47,106.82,106.82,102.85,225430,0,87.47,90.88,90.94,87.28,0,54483,53900,54578,53560,87320,1,1.619,1.619,1.619,1.619,0,1407.3,1428.9,1431.65,1387.2,0,604.7,603.6,606.9,590.0,1,1260,83.086,82.605,83.175,82.57,28930,1,43.43,44.830002,42.720001,44.240002,42.043808,20220700,33.52,33.540001000000004,32.93,33.02,33.02,7279100 +2012-05-31,152.029999,152.71000700000005,150.619995,151.619995,151.619995,10114300,131.71000700000002,132.449997,130.339996,131.470001,114.678444,196186000,12414.41016,12489.87012,12316.48047,12393.4502,12393.4502,205140000,57.349998,57.950001,54.099998,55.150002,53.623798,1042200,1.2359,1.2367,1.243,1.2338,0,101.87,103.23,104.16,101.27,258760,0,86.5,87.56,88.28,85.87,0,54110,54377,54465,53820,72230,0,1.5630000000000002,1.5630000000000002,1.5630000000000002,1.5630000000000002,0,1406.75,1407.4,1419.6,1393.45,0,612.1,607.25,611.6,602.0,1,1250,83.12899999999998,83.13,83.295,82.805,31360,1,44.32,44.849998,43.139999,43.779999,41.60664000000001,15763700,33.040001000000004,33.09,32.369999,32.610001000000004,32.610001000000004,10904000 +2012-06-01,155.410004,158.309998,154.869995,157.5,157.5,27399400,129.410004,131.5,128.160004,128.160004,111.791191,253240900,12391.55957,12391.62988,12107.48047,12118.57031,12118.57031,162940000,56.5,58.049999,56.25,57.150002,55.568451,1323400,1.2435,1.2361,1.2458,1.2288,1,98.43,101.69,101.95,97.54,324330,0,83.28,86.45,86.61,82.31,0,54445,54002,54682,52813,107050,1,1.459,1.459,1.459,1.459,0,1444.05,1406.15,1447.55,1388.7,1,612.3,605.65,614.15,605.65,1,1250,82.973,83.21,83.67,82.7,57680,0,44.830002,46.869999,44.779999,46.580002,44.267654,35430300,31.700001,31.870001000000002,31.030001000000002,31.43,31.43,14618000 +2012-06-04,157.259995,157.440002,156.160004,157.320007,157.320007,11462100,128.389999,128.740005,127.139999,128.100006,111.738869,202545800,12119.84961,12143.69043,12035.08984,12101.45996,12101.45996,126440000,57.700001,60.049999,57.099998,60.049999,58.388195,1113200,1.2498,1.2433,1.2511,1.2386,1,98.85,98.43,99.15,95.63,174170,1,84.11,82.97,84.39,81.22,1,53839,54407,54564,53759,60330,0,1.524,1.524,1.524,1.524,1,1432.55,1438.65,1448.95,1423.5,0,612.25,606.0,610.5,606.0,0,1250,82.661,82.885,83.15,82.545,26980,0,46.919998,47.349998,45.860001,47.330002,44.980419,20460800,31.34,31.809998999999998,31.23,31.76,31.76,11859500 +2012-06-05,156.919998,157.270004,156.419998,157.139999,157.139999,8095300,127.849998,129.259995,127.779999,129.070007,112.584969,164149400,12101.08008,12147.54981,12072.16992,12127.9502,12127.9502,108970000,59.849998,60.75,59.200001,60.299999,58.631279000000006,944400,1.2454,1.2494,1.2543,1.241,0,98.84,99.16,99.63,97.68,145830,0,84.06,84.16,84.94,83.33,0,54442,53953,54500,53905,46480,1,1.5730000000000002,1.5730000000000002,1.5730000000000002,1.5730000000000002,1,1440.1,1432.8,1448.7,1430.8,1,618.05,612.45,620.65,612.05,1,1250,82.913,82.495,83.035,82.4,28850,1,47.099998,47.599998,46.849998,47.529999,45.170483,14154900,31.610001,31.83,31.559998999999998,31.76,31.76,7431400 +2012-06-06,158.899994,159.199997,156.589996,157.21000700000005,157.21000700000005,15771600,129.970001,132.029999,129.929993,131.970001,115.11458600000002,184202800,12125.0,12414.79004,12125.0,12414.79004,12414.79004,140110000,62.25,63.349998,61.299999,62.200001,60.478703,1312100,1.2572,1.2452,1.2586,1.2439,1,100.64,98.9,101.39,98.71,238420,1,85.53,84.12,86.28,84.03,1,55841,54565,56337,54565,88920,1,1.661,1.661,1.661,1.661,1,1464.3,1439.3,1470.35,1433.65,1,631.25,623.1,628.85,623.1,1,1250,82.37899999999998,82.82,82.905,82.17,33400,0,48.380001,48.720001,46.91,47.619999,45.256016,24414600,32.09,32.509997999999996,31.950001,32.150002,32.150002,10490600 +2012-06-07,157.820007,157.839996,153.190002,154.5,154.5,18921600,133.470001,133.529999,131.779999,132.050003,115.184349,184772700,12416.53027,12555.25977,12416.53027,12460.95996,12460.95996,131150000,63.349998,63.349998,59.549999,60.049999,58.388195,966400,1.2562,1.2579,1.2627,1.254,0,99.93,100.91,102.45,99.07,284010,0,83.62,85.5,87.03,83.44,0,54091,55700,55750,53840,105990,0,1.644,1.644,1.644,1.644,0,1445.0,1464.15,1470.95,1436.05,0,624.35,623.5,625.0,621.4,0,1250,82.10600000000002,82.25,82.455,81.96,27250,0,47.700001,47.75,45.43,45.990002,43.70694,28584100,32.77,32.799999,31.610001,31.719998999999998,31.719998999999998,8172300 +2012-06-08,153.020004,154.830002,153.0,154.729996,154.729996,11074800,131.71000700000002,133.130005,131.28999299999998,133.100006,116.100296,143915400,12460.80957,12554.2002,12398.44043,12554.2002,12554.2002,111810000,58.950001,59.150002,57.75,58.849998,57.221405,1188100,1.2517,1.2563,1.2576,1.2435,0,99.47,99.3,99.99,97.19,252950,0,84.32,83.63,84.68,82.0,1,54296,53751,54364,53557,59030,1,1.632,1.632,1.632,1.632,0,1433.75,1444.6,1446.3,1413.95,0,610.65,623.0,623.0,612.6,0,1250,82.56200000000003,82.28,82.945,82.27,30050,1,45.360001,46.639999,45.07,46.330002,44.03006,14443000,31.190001000000002,31.9,31.129998999999998,31.799999,31.799999,8895600 +2012-06-11,154.830002,155.399994,153.550003,155.360001,155.360001,9166600,134.169998,134.25,131.279999,131.410004,114.626129,169756100,12553.80957,12650.46973,12398.48047,12411.23047,12411.23047,121060000,59.700001,59.849998,58.0,58.049999,56.443535,612100,1.2475,1.2658,1.2668,1.2471,0,98.0,100.24,102.21,96.46,233780,0,81.12,85.72,86.65,81.12,0,54694,54315,54940,54280,56430,1,1.586,1.586,1.586,1.586,0,1437.8,1446.1,1456.9,1437.8,0,620.8,624.3,630.4,618.6,1,1250,82.54799999999999,82.0,82.65,81.72,30960,0,46.66,46.709999,45.529999,45.66,43.393314,13785700,31.9,31.9,30.67,30.700001,30.700001,9981000 +2012-06-12,155.490005,157.03999299999995,155.449997,156.46000700000005,156.46000700000005,13241100,131.78999299999998,133.009995,131.160004,132.919998,115.943237,181931800,12412.07031,12577.01953,12411.91016,12573.79981,12573.79981,111360000,59.349998,60.849998,58.900002,60.650002,58.971596,595800,1.2513,1.2466,1.253,1.2441,1,97.14,96.81,97.97,96.62,245700,0,83.47,81.21,83.75,81.09,1,55076,54668,55240,54500,59390,1,1.664,1.664,1.664,1.664,1,1451.7,1437.6,1456.35,1423.6,1,622.45,616.6,622.2,616.6,1,1250,82.449,82.63,82.755,82.35,41580,0,46.119999,46.939999,46.009998,46.759998,44.438713,13719300,31.32,31.540001,31.120001000000002,31.42,31.42,6772900 +2012-06-13,157.610001,157.649994,156.419998,157.119995,157.119995,10109800,132.529999,133.360001,131.619995,132.070007,115.201836,172223900,12566.37988,12598.25,12453.69043,12496.37988,12496.37988,125780000,61.099998,62.450001,60.450001,61.950001,60.235622,1125100,1.2556,1.2506,1.2611,1.2473,1,97.13,97.24,98.38,96.67,138290,0,82.39,83.53,84.03,82.17,0,55015,54952,55369,54836,54440,0,1.599,1.599,1.599,1.599,0,1459.3,1451.4,1469.65,1446.55,1,618.8,623.1,628.3,617.6,0,1250,82.057,82.445,82.59,81.92,44600,0,47.130001,47.48,46.619999,46.790001,44.46722800000001,13250500,31.040001,31.65,30.959999,31.1,31.1,7133200 +2012-06-14,157.639999,157.940002,156.240005,157.75,157.75,11502400,132.339996,134.0,131.979996,133.470001,116.423027,230615500,12497.88965,12698.67969,12497.66016,12651.91016,12651.91016,128640000,62.450001,63.650002,61.950001,62.950001,61.20794300000001,1147200,1.2631,1.2565,1.2638,1.2542,1,97.03,97.2,97.8,96.33,35170,0,84.36,82.45,84.43,82.28,1,54441,55131,55361,53951,67260,0,1.642,1.642,1.642,1.642,1,1491.65,1459.8,1494.75,1458.2,1,633.6,628.0,634.1,628.0,1,1250,81.988,82.125,82.295,81.805,29760,0,47.139999,47.169998,46.200001,46.93,44.600266,15090600,31.190001000000002,31.799999,31.040001,31.73,31.73,4941300 +2012-06-15,157.75,158.46000700000005,157.419998,157.839996,157.839996,13099300,133.380005,134.259995,133.100006,134.139999,117.613701,169444500,12652.20996,12774.7002,12651.37988,12767.16992,12767.16992,284290000,63.049999,65.5,62.049999,64.300003,62.520588,2662300,1.2638,1.2628,1.2666,1.2592,1,97.61,97.9,98.1,96.97,148880,1,84.19,84.34,84.81,83.43,0,54554,54574,54839,54400,43140,1,1.586,1.586,1.586,1.586,0,1482.6,1491.9,1498.85,1481.25,0,629.1,623.6,630.25,623.3,0,1250,81.605,81.905,81.935,81.255,12980,0,47.09,47.119999,46.560001,46.919998,44.590763,12873200,31.639999,31.790001,31.450001,31.629998999999998,31.629998999999998,4882600 +2012-06-18,157.46000700000005,158.21000700000005,156.53999299999995,157.929993,157.929993,6733000,133.580002,134.729996,133.279999,134.399994,117.841667,131360900,12767.01953,12781.92969,12696.17969,12741.82031,12741.82031,111280000,63.349998,65.949997,63.049999,65.800003,63.979076,886300,1.2576,1.2721,1.2748,1.2557,0,96.05,98.04,99.5,95.38,233810,0,83.04,85.1,85.61,82.05,0,54923,54450,55023,54253,55740,1,1.574,1.574,1.574,1.574,0,1487.6,1493.45,1504.15,1479.45,0,633.9,630.7,636.4,626.6,1,1250,81.854,81.235,81.915,81.225,110,1,46.330002,47.919998,46.150002,47.73,45.36055800000001,13099100,31.02,31.610001,30.93,31.32,31.32,5550600 +2012-06-19,158.0,158.139999,156.970001,157.160004,157.160004,6945900,135.080002,136.25,134.369995,135.699997,118.981483,137382600,12744.62012,12898.94043,12744.46973,12837.33008,12837.33008,125180000,66.099998,66.349998,64.25,64.849998,63.055363,775900,1.2688,1.2575,1.2731,1.2568,1,95.76,95.91,96.8,94.44,276700,0,83.98,83.06,84.41,82.28,1,54465,55025,55197,54250,53010,0,1.62,1.62,1.62,1.62,1,1484.8,1487.5,1492.55,1477.75,0,630.0,634.0,635.8,626.3,0,1250,81.586,82.11,82.28,81.39,34980,0,47.779999,47.889999,47.220001,47.68,45.313046,10395000,31.74,31.809998999999998,31.49,31.68,31.68,7323500 +2012-06-20,156.0,157.369995,154.259995,155.970001,155.970001,16970200,135.71000700000002,136.100006,134.270004,135.479996,118.788589,206451800,12837.09961,12877.17969,12744.91992,12824.38965,12824.38965,119110000,64.449997,66.400002,63.549999,64.75,62.958134,886200,1.2704,1.2687,1.2744,1.2637,1,92.69,95.71,96.04,92.38,328770,0,82.5,86.03,86.33,82.89,0,54570,54455,54950,53813,93980,1,1.65,1.65,1.65,1.65,1,1457.8,1484.9,1487.3,1452.3,0,618.35,617.05,621.6,617.05,0,1250,81.734,81.65,81.96,81.405,42480,1,47.099998,48.349998,46.5,47.27,44.923393,21410300,31.549999,31.58,30.360001,30.49,30.49,21889300 +2012-06-21,153.729996,154.229996,151.800003,152.020004,152.020004,14447500,135.639999,135.779999,132.330002,132.440002,116.123146,205272200,12823.09961,12857.38965,12561.45996,12573.57031,12573.57031,146750000,63.299999,63.599998,61.150002,61.25,59.554989,1074500,1.2544,1.2706,1.2706,1.2531,0,89.23,92.55,92.76,88.9,351700,0,78.25,81.09,81.21,77.94,0,52898,54450,54450,52815,90650,0,1.62,1.62,1.62,1.62,0,1435.9,1457.6,1462.2,1431.65,0,607.4,607.8,607.8,607.8,0,1250,82.488,81.69,82.615,81.66,29680,1,46.27,46.380001,44.799999,44.82,42.595016,17763000,30.299999,30.4,29.309998999999998,29.459999,29.459999,18460600 +2012-06-22,152.03999299999995,152.699997,151.21000700000005,152.639999,152.639999,6755200,133.130005,133.71000700000002,132.619995,133.46000700000002,117.01748700000002,130029200,12574.82031,12674.08008,12574.66992,12640.78027,12640.78027,209990000,62.0,62.75,60.5,61.950001,60.235622,619900,1.257,1.2548,1.2585,1.252,1,90.98,89.38,91.7,88.49,238670,1,80.12,78.12,80.39,77.58,1,52864,52871,53190,52554,55420,0,1.676,1.676,1.676,1.676,1,1435.8,1436.15,1439.15,1421.3,0,609.3,609.2,612.7,605.6,1,1250,82.44200000000002,82.49,82.67,82.34,22110,0,44.740002,45.349998,44.029999,44.580002,42.366936,13971400,29.57,30.18,29.450001,30.1,30.1,10231100 +2012-06-25,152.580002,154.160004,152.25,153.759995,153.759995,6183600,132.050003,132.100006,130.850006,131.320007,115.14113600000002,146375700,12639.79981,12639.87012,12458.00977,12502.66016,12502.66016,134090000,60.700001,61.950001,60.150002,61.599998,59.89530600000001,696200,1.2505,1.2553,1.2559,1.2471,0,91.01,91.65,91.75,89.6,211660,1,79.17,80.22,80.7,78.05,0,53675,52880,53889,52307,66090,1,1.604,1.604,1.604,1.604,0,1444.9,1437.75,1447.3,1432.25,1,606.2,606.9,606.9,606.9,0,1250,82.662,82.49,82.825,82.46,18420,1,44.119999,45.450001,43.869999,45.16,42.91814,11187900,29.68,29.84,29.299999,29.799999,29.799999,8658200 +2012-06-26,153.029999,153.300003,152.130005,152.619995,152.619995,6123400,131.699997,132.380005,130.929993,131.979996,115.719803,141634000,12503.57031,12576.41016,12452.03027,12534.66992,12534.66992,109270000,61.25,61.5,60.25,61.150002,59.45776,539300,1.249,1.2502,1.2531,1.2442,0,93.02,91.3,93.25,90.7,236480,1,79.48,79.23,79.69,78.36,1,52963,53601,53733,52703,54970,0,1.628,1.628,1.628,1.628,1,1431.65,1445.9,1446.8,1428.65,0,592.65,601.1,601.1,601.1,0,1250,82.539,82.65,82.865,82.43,25700,0,44.759998,45.23,43.900002,44.450001,42.243385,10339500,29.790001,29.91,29.43,29.809998999999998,29.809998999999998,6897600 +2012-06-27,153.300003,153.449997,152.149994,152.830002,152.830002,4840700,132.419998,133.429993,131.970001,133.169998,116.763191,108088000,12532.92969,12646.87012,12532.70996,12627.00977,12627.00977,97950000,61.349998,61.650002,59.450001,60.950001,59.263287,637200,1.247,1.2492,1.2511,1.2445,0,93.5,92.81,93.95,91.7,231830,1,80.53,79.48,80.93,78.69,1,52767,53059,53397,52463,65650,0,1.621,1.621,1.621,1.621,0,1416.6,1431.0,1432.2,1406.65,0,577.75,594.75,594.75,571.2,0,1250,82.81,82.585,82.905,82.47,19500,1,44.700001,44.799999,43.68,44.279999,42.081825,9853800,30.120001000000002,30.370001000000002,29.950001,30.200001,30.200001,9332000 +2012-06-28,151.899994,152.160004,150.149994,151.050003,151.050003,8755600,132.28999299999998,132.990005,131.279999,132.78999299999998,116.42997,169242100,12626.25,12626.25,12450.16992,12602.25977,12602.25977,125870000,60.099998,60.849998,58.700001,60.099998,58.436813,625600,1.244,1.2471,1.2526,1.2407,0,91.36,93.32,93.85,90.88,235160,0,78.44,80.5,80.86,77.3,0,51756,52812,52916,51660,57020,0,1.584,1.584,1.584,1.584,0,1391.1,1416.55,1421.2,1386.45,0,562.4,561.3,561.3,561.2,0,1250,83.007,82.755,83.07,82.41,31160,1,43.720001,44.0,42.599998,43.310001,41.159981,15493700,29.940001000000002,30.02,29.02,29.5,29.5,14080600 +2012-06-29,155.130005,155.949997,154.520004,155.190002,155.190002,10378200,135.199997,136.270004,134.850006,136.100006,119.332214,212250900,12604.59961,12880.38965,12604.53027,12880.08984,12880.08984,191630000,62.400002,62.75,60.700001,61.599998,59.89530600000001,738200,1.266,1.2441,1.2694,1.2434,1,97.8,92.06,98.29,91.73,275790,1,84.88,78.47,85.36,78.3,1,52421,51987,52780,51751,66900,1,1.643,1.643,1.643,1.643,1,1449.35,1391.0,1453.3,1385.4,1,582.5,565.2,585.9,564.8,1,1250,81.753,82.885,82.905,81.56,40490,0,44.990002,45.080002,44.139999,44.77,42.547501,12481800,30.76,32.029999,30.559998999999998,31.83,31.83,20413600 +2012-07-02,154.669998,155.550003,154.339996,155.089996,155.089996,3654200,136.479996,136.649994,135.520004,136.509995,119.691673,129524500,12879.70996,12902.12012,12795.48047,12871.38965,12871.38965,109640000,61.099998,63.5,61.049999,63.349998,61.596874,394400,1.2586,1.2671,1.2673,1.2567,0,97.34,97.6,97.87,95.3,245470,0,83.65,84.66,85.06,82.11,0,52143,52001,52300,51912,8430,1,1.587,1.587,1.587,1.587,0,1450.75,1449.55,1459.05,1435.3,1,575.8,585.2,585.9,575.7,0,1250,82.008,81.73,82.095,81.655,17070,1,44.450001,45.040001,44.380001,44.759998,42.537994,6302200,31.43,31.700001,30.82,31.43,31.43,17550700 +2012-07-03,156.970001,157.720001,156.770004,157.46000700000005,157.46000700000005,5037700,136.479996,137.509995,136.339996,137.410004,120.480865,80450000,12868.05957,12946.2002,12845.28027,12943.66016,12943.66016,63850000,64.599998,65.150002,63.900002,64.699997,62.909519,527100,1.2607,1.2584,1.263,1.2559,1,100.68,97.24,101.58,97.12,289690,1,87.72,83.69,88.06,83.35,1,52512,52360,52700,52200,1680,1,1.628,1.628,1.628,1.628,1,1487.2,1450.9,1492.9,1449.3,1,599.5,576.1,600.1,574.3,1,1250,81.872,82.025,82.145,81.815,14990,0,45.48,46.57,45.459999,46.450001,44.1441,11298800,32.689999,33.040001000000004,32.540001000000004,32.939999,32.939999,13959000 +2012-07-05,155.440002,156.399994,154.449997,155.679993,155.679993,5359900,136.899994,137.800003,136.28999299999998,136.78999299999998,119.93721,126177500,12941.84961,12961.29981,12852.24023,12896.66992,12896.66992,97800000,62.0,62.75,60.900002,62.400002,60.673164,974600,1.2393,1.2527,1.2539,1.2363,0,100.7,99.75,102.34,99.3,314930,1,86.8,87.75,88.98,86.5,0,52560,52629,53200,52257,470,1,1.599,1.599,1.599,1.599,0,1477.6,1484.0,1493.5,1466.5,0,585.3,596.8,601.8,584.6,0,1250,82.94200000000002,82.34,83.085,82.18,27610,1,46.0,46.419998,45.68,45.77,43.497856,8584600,32.689999,33.080002,32.470001,32.619999,32.619999,9915900 +2012-07-06,154.229996,154.490005,152.949997,153.71000700000005,153.71000700000005,7045700,135.470001,135.770004,134.850006,135.490005,118.797394,151192100,12889.40039,12889.40039,12702.99023,12772.46973,12772.46973,96760000,61.450001,62.299999,60.700001,61.0,59.311913,804200,1.2288,1.2392,1.2403,1.226,0,98.19,100.4,100.4,97.73,223920,0,84.12,86.86,87.25,84.14,0,53061,53673,53742,52960,69520,1,1.5490000000000002,1.5490000000000002,1.5490000000000002,1.5490000000000002,0,1445.85,1477.65,1478.95,1440.45,0,577.2,587.5,588.4,574.4,0,1250,83.561,82.91,83.605,82.885,30580,1,45.009998,45.41,44.25,44.43,42.224377,12260200,31.77,31.99,31.549999,31.59,31.59,9573900 +2012-07-09,153.610001,154.580002,153.429993,154.03999299999995,154.03999299999995,4468500,135.380005,135.570007,134.699997,135.320007,118.648331,103780500,12772.01953,12772.01953,12686.57031,12736.29004,12736.29004,100150000,60.900002,61.150002,59.700001,60.5,58.825745,552600,1.2319,1.2271,1.2325,1.2256,1,100.32,98.15,101.06,97.92,225170,1,85.71,84.34,86.62,84.14,1,53544,53260,53580,53174,42530,1,1.513,1.513,1.513,1.513,0,1446.6,1441.55,1450.9,1435.05,1,583.2,578.1,584.9,575.5,1,1250,83.351,83.56,83.63,83.265,23710,0,44.310001,44.509998,43.799999,44.25,42.053314,8547200,31.709999,32.459998999999996,31.66,32.169998,32.169998,6693700 +2012-07-10,155.130005,155.179993,151.779999,152.149994,152.149994,9747900,136.009995,136.229996,133.679993,134.139999,117.613701,167884800,12733.87012,12830.29004,12606.91016,12653.12012,12653.12012,114760000,61.0,61.5,56.599998,57.200001,55.617065,801200,1.2252,1.2317,1.2336,1.2235,0,97.97,99.5,99.65,97.73,201850,0,83.98,86.02,86.12,83.83,0,52648,53551,53551,52580,65660,0,1.5019999999999998,1.5019999999999998,1.5019999999999998,1.5019999999999998,0,1428.35,1446.45,1454.35,1423.05,0,576.7,583.1,588.0,573.4,0,1235,83.559,83.305,83.65,83.135,18930,1,44.669998,44.84,42.650002,42.869999,40.741821,14906800,32.150002,32.169998,31.4,31.52,31.52,8195000 +2012-07-11,152.580002,153.449997,152.020004,152.990005,152.990005,6838500,134.21000700000002,134.600006,133.380005,134.160004,117.631233,141733400,12653.04004,12661.96973,12534.33008,12604.53027,12604.53027,128420000,57.049999,57.200001,53.799999,55.25,53.721031,1255000,1.2239,1.2252,1.2298,1.2213,0,100.23,97.97,100.83,97.83,171820,1,86.16,84.14,86.61,84.14,1,52735,52722,52912,52456,50580,1,1.515,1.515,1.515,1.515,1,1427.6,1428.4,1436.15,1420.8,0,581.6,576.6,583.6,575.0,1,1235,83.728,83.54,83.76,83.25,19050,1,42.540001,42.549999,41.490002,41.970001,39.886501,16633700,31.950001,32.450001,31.780001000000002,32.330002,32.330002,12335300 +2012-07-12,151.259995,153.070007,150.850006,152.589996,152.589996,11394800,133.380005,134.229996,132.600006,133.509995,117.061317,143583200,12602.70996,12630.63965,12492.25,12573.26953,12573.26953,142760000,54.5,54.599998,52.200001,53.799999,52.311157,1229100,1.2198,1.2239,1.225,1.2167,0,101.07,100.64,101.36,98.51,175040,1,85.76,86.31,86.48,84.32,0,53017,52656,53300,52202,72390,1,1.4780000000000002,1.4780000000000002,1.4780000000000002,1.4780000000000002,0,1419.0,1427.6,1429.55,1405.75,0,579.6,581.5,581.9,572.2,0,1235,83.809,83.6,83.985,83.58,18840,1,41.200001,42.060001,40.459999,41.709999,39.639408,24067000,31.84,32.41,31.620001000000002,32.200001,32.200001,7590800 +2012-07-13,153.449997,154.940002,153.440002,154.139999,154.139999,5080300,133.860001,135.889999,133.839996,135.75,119.025352,129642600,12573.73047,12784.73047,12573.04004,12777.08984,12777.08984,121080000,54.349998,54.5,53.200001,53.900002,52.40839,526200,1.2252,1.2197,1.2258,1.2161,1,102.4,100.53,103.44,100.51,110860,1,86.98,85.94,87.69,85.66,1,52807,52903,53211,52718,46880,0,1.491,1.491,1.491,1.491,1,1432.5,1419.1,1435.9,1417.1,1,585.4,579.7,586.0,577.8,1,1235,83.47399999999998,83.855,83.935,83.38,23230,0,42.060001,42.509998,41.75,42.310001,40.209618,13690600,32.389998999999996,32.869999,32.389998999999996,32.68,32.68,4922500 +2012-07-16,154.429993,154.75,153.979996,154.21000700000005,154.21000700000005,5710900,135.440002,135.830002,134.899994,135.429993,118.744736,97525200,12776.33008,12779.58008,12690.04981,12727.20996,12727.20996,93500000,54.200001,54.200001,52.75,53.400002,51.92223,493300,1.2273,1.2255,1.2291,1.2174,1,103.55,102.76,103.69,102.07,18630,1,88.23,87.21,88.56,86.49,1,52745,52721,52835,52413,40770,0,1.471,1.471,1.471,1.471,0,1422.6,1436.8,1437.7,1415.45,0,577.9,584.6,585.3,575.7,0,1235,83.21799999999998,83.4,83.77,83.13,15630,0,42.369999,42.43,41.900002,42.16,40.06707,7989500,32.799999,33.200001,32.59,33.119999,33.119999,6852200 +2012-07-17,154.009995,154.5,152.449997,153.470001,153.470001,13021800,135.970001,136.639999,134.550003,136.360001,119.560173,138860300,12728.73047,12829.23047,12645.09961,12805.54004,12805.54004,119620000,53.25,53.25,51.400002,51.849998,50.415112,670100,1.2294,1.2273,1.2317,1.2188,1,104.0,103.32,104.75,102.77,186280,1,89.12,88.33,89.53,87.48,1,52890,52793,53072,52370,65660,1,1.508,1.508,1.508,1.508,1,1420.8,1422.65,1432.0,1408.2,0,584.0,578.0,586.7,574.3,1,1235,83.16799999999998,83.26,83.69,83.03,19750,0,42.110001,42.189999,41.0,41.700001,39.629902,12185200,33.400002,33.540001000000004,32.799999,33.380001,33.380001,9198100 +2012-07-18,152.669998,153.600006,152.399994,153.050003,153.050003,6807600,136.03999299999998,137.639999,135.96000700000002,137.369995,120.44574,113349700,12796.98047,12921.94043,12754.61035,12908.7002,12908.7002,130070000,51.599998,52.099998,51.200001,51.75,50.317894,385400,1.2284,1.2296,1.2307,1.2216,0,105.16,103.58,105.6,103.22,198740,1,89.97,89.23,90.14,88.69,1,52706,52801,52919,52535,39850,0,1.494,1.494,1.494,1.494,0,1408.9,1420.65,1420.75,1403.8,0,575.6,584.1,584.2,574.7,0,1235,83.196,83.12,83.46,83.045,14570,1,41.290001,41.580002,41.0,41.119999,39.078697,8492600,33.48,33.75,33.380001,33.689999,33.689999,6966100 +2012-07-19,153.729996,154.320007,152.929993,153.380005,153.380005,6070000,137.649994,138.179993,137.21000700000002,137.729996,120.761414,129847300,12909.61035,12977.57031,12889.92969,12943.36035,12943.36035,139480000,52.299999,53.150002,52.0,52.299999,50.852669,381600,1.228,1.2284,1.2322,1.2228,0,107.8,105.32,108.18,105.28,199490,1,92.56,90.52,93.38,90.3,1,52670,52745,53098,52609,43090,0,1.511,1.511,1.511,1.511,1,1420.45,1409.0,1427.6,1406.55,1,584.7,575.8,586.2,575.8,1,1235,82.98,83.105,83.255,82.8,18930,0,41.549999,41.880001,41.360001,41.59,39.52536,7725100,34.240002000000004,34.84,34.209998999999996,34.639998999999996,34.639998999999996,11888800 +2012-07-20,152.970001,154.0,152.75,153.669998,153.669998,8583800,136.949997,137.160004,136.320007,136.470001,119.65663899999998,142904500,12942.67969,12942.83008,12810.34961,12822.57031,12822.57031,210770000,51.349998,52.549999,51.25,51.700001,50.269268,518000,1.2157,1.2279,1.2283,1.2144,0,106.83,107.5,107.7,105.6,168460,0,88.9,96.22,96.3,94.66,0,52872,52720,52970,52305,55240,1,1.4580000000000002,1.4580000000000002,1.4580000000000002,1.4580000000000002,0,1415.35,1420.25,1420.25,1407.75,0,575.9,583.8,584.3,574.3,0,1225,83.573,83.015,83.665,82.975,22200,1,41.349998,41.869999,41.310001,41.720001,39.648911,8173800,34.16,34.419998,33.959998999999996,34.200001,34.200001,8440300 +2012-07-23,152.5,153.330002,152.28999299999995,153.029999,153.029999,5256700,134.470001,136.380005,133.839996,135.089996,118.446625,145210900,12820.4502,12820.4502,12583.41016,12721.45996,12721.45996,137760000,50.549999,50.549999,48.900002,49.0,47.64399,873300,1.2115,1.2119,1.2146,1.2069,0,103.26,106.9,106.94,102.42,215640,0,88.02,91.68,91.71,87.98,0,52923,52805,53070,52502,45850,1,1.4380000000000002,1.4380000000000002,1.4380000000000002,1.4380000000000002,0,1399.4,1407.85,1407.85,1389.25,0,573.3,575.2,576.5,563.6,0,1225,83.815,83.75,84.14,83.72,22950,1,40.990002,41.060001,40.509998,40.700001,38.679546,10124000,33.02,33.529999,32.830002,33.0,33.0,9779200 +2012-07-24,153.630005,153.800003,152.199997,153.520004,153.520004,6538900,135.190002,135.25,133.029999,133.929993,117.429565,173301200,12720.92969,12730.08984,12521.83984,12617.32031,12617.32031,131530000,51.0,51.450001,49.950001,50.75,49.345558,921400,1.206,1.2116,1.2138,1.2041,0,103.42,103.09,104.48,102.53,221460,1,88.19,88.13,89.18,87.52,1,52828,52914,53078,52570,47540,0,1.391,1.391,1.391,1.391,0,1387.95,1400.75,1405.95,1380.5,0,564.2,573.5,575.1,556.4,0,1210,84.145,83.835,84.245,83.76,18640,1,41.049999,41.169998,40.400002,40.720001,38.698551,8483400,33.099998,33.27,32.849998,33.150002,33.150002,8374500 +2012-07-25,155.330002,156.28999299999995,155.050003,155.669998,155.669998,9355900,134.21000700000002,134.559998,133.25,133.96000700000002,117.455833,129122300,12617.76953,12732.76953,12617.62012,12676.04981,12676.04981,127320000,52.200001,52.5,50.950001,51.950001,50.512356,679700,1.2159,1.206,1.2172,1.2052,1,104.38,103.16,104.71,102.1,217390,1,89.0,88.21,89.37,86.84,1,53453,52861,53519,52861,59850,1,1.3969999999999998,1.3969999999999998,1.3969999999999998,1.3969999999999998,1,1399.15,1387.9,1406.65,1383.55,1,565.8,563.9,569.0,560.8,1,1210,83.641,84.135,84.175,83.625,18750,0,41.549999,42.630001,41.150002,41.959999,39.876991,14456000,33.099998,33.380001,32.450001,33.209998999999996,33.209998999999996,8850200 +2012-07-26,156.699997,157.259995,156.050003,156.770004,156.770004,7343500,135.889999,136.46000700000002,135.259995,136.169998,119.393593,156526500,12680.58984,12931.21973,12680.58984,12887.92969,12887.92969,133620000,52.650002,52.950001,50.700001,51.950001,50.512356,812700,1.2283,1.2159,1.233,1.2117,1,105.26,104.15,106.18,103.47,218010,1,89.34,89.16,90.53,88.13,1,53217,53370,53589,53150,57180,0,1.4380000000000002,1.4380000000000002,1.4380000000000002,1.4380000000000002,1,1405.3,1400.25,1415.4,1396.35,1,570.6,565.9,573.9,564.6,1,1200,82.859,83.755,83.85,82.66,35680,0,42.080002,42.959999,41.810001,42.830002,40.703804,13397600,33.650002,33.75,33.27,33.41,33.41,5639000 +2012-07-27,157.639999,157.96000700000005,156.660004,157.53999299999995,157.53999299999995,9772600,136.889999,139.070007,136.139999,138.679993,121.594353,236768900,12888.91016,13117.74023,12888.53027,13075.66016,13075.66016,161510000,49.900002,55.900002,49.900002,55.099998,53.57518,1189800,1.2319,1.2283,1.239,1.2241,1,106.47,105.19,106.73,105.02,185600,1,90.18,89.56,90.59,89.26,1,53201,53220,53474,53001,50440,0,1.545,1.545,1.545,1.545,1,1411.45,1405.2,1420.05,1405.2,1,571.05,563.7,563.7,561.95,1,1185,82.765,82.93,83.065,82.4,34350,0,43.029999,43.290001,42.400002,43.130001,40.988918,12202100,33.509997999999996,33.790001000000004,33.380001,33.669998,33.669998,5816600 +2012-07-30,156.839996,157.660004,154.809998,157.429993,157.429993,7212100,138.520004,139.339996,138.270004,138.679993,121.594353,106782000,13075.34961,13128.63965,13042.84961,13073.00977,13073.00977,91730000,55.25,57.049999,55.25,56.75,55.179523,760000,1.226,1.234,1.234,1.2224,0,106.2,106.37,106.99,105.58,128630,0,89.55,90.2,91.01,89.39,0,53827,53125,53900,53125,51030,1,1.5,1.5,1.5,1.5,0,1416.05,1410.9,1420.1,1398.2,1,588.2,578.0,591.3,569.3,1,1165,82.868,82.755,83.045,82.73,13970,1,43.009998,43.77,42.91,43.720001,41.549625,7071700,33.599998,33.740002000000004,33.369999,33.450001,33.450001,5197000 +2012-07-31,157.600006,157.720001,156.259995,156.490005,156.490005,10919700,138.490005,138.869995,137.71000700000002,137.71000700000002,120.743851,120575900,13071.71973,13082.66016,13006.48047,13008.67969,13008.67969,125980000,56.650002,56.900002,53.700001,54.049999,52.554237,823600,1.2304,1.2262,1.233,1.2247,1,104.92,106.12,106.52,104.1,210360,0,87.84,89.68,90.31,87.31,0,53974,53920,54319,53920,47420,1,1.47,1.47,1.47,1.47,0,1410.5,1415.85,1434.4,1409.85,0,588.0,588.0,593.8,586.9,0,1165,82.71,82.865,82.935,82.56,14740,0,43.740002,43.98,42.779999,42.830002,40.703804,9413800,33.450001,33.509997999999996,32.650002,32.68,32.68,9083300 +2012-08-01,155.179993,155.78999299999995,154.410004,155.139999,155.139999,12714500,138.699997,138.729996,137.399994,137.589996,120.638641,138293800,13007.46973,13074.83008,12951.16016,12976.12988,12976.12988,132780000,54.150002,54.349998,51.549999,53.25,51.776382,884600,1.2226,1.2304,1.2338,1.2218,0,105.96,104.4,106.92,104.06,206850,1,88.8,88.17,89.61,87.66,1,53172,53900,53900,52662,70640,0,1.524,1.524,1.524,1.524,1,1402.2,1410.15,1418.35,1387.8,0,583.4,587.9,592.2,578.9,0,1165,83.178,82.78,83.27,82.54,20040,1,42.59,43.049999,41.09,42.25,40.152596,30714900,33.029999,33.41,32.84,33.169998,33.169998,8895700 +2012-08-02,154.660004,155.139999,153.610001,154.130005,154.130005,11538800,136.550003,137.570007,135.580002,136.639999,119.80571,199556600,12969.7002,12969.84961,12778.90039,12878.87988,12878.87988,112770000,52.849998,54.5,52.150002,52.450001,50.998516,731400,1.218,1.2224,1.2405,1.2132,0,105.9,105.8,107.3,104.97,259590,0,87.31,88.96,89.72,87.0,0,52905,53157,53519,52818,63710,0,1.4780000000000002,1.4780000000000002,1.4780000000000002,1.4780000000000002,0,1388.7,1402.15,1409.75,1383.7,0,568.6,583.1,589.2,564.2,0,1165,83.45100000000002,83.17,83.61,82.225,37920,1,41.990002,42.889999,41.650002,42.040001,39.953022,11901900,32.599998,33.040001000000004,32.459998999999996,32.599998,32.599998,8292200 +2012-08-03,154.649994,155.889999,154.419998,155.550003,155.550003,10670700,138.559998,139.639999,136.679993,139.350006,122.181831,157825000,12884.82031,13133.17969,12884.82031,13096.16992,13096.16992,112390000,54.049999,54.950001,53.450001,54.150002,52.65147,760000,1.2387,1.218,1.2394,1.2166,1,108.94,105.93,109.13,105.8,215450,1,91.34,87.42,91.9,87.39,1,53317,52997,53429,52708,54050,1,1.568,1.568,1.568,1.568,1,1406.05,1388.2,1420.85,1384.4,1,579.6,568.8,583.2,567.8,1,1165,82.446,83.43,83.47,82.36,24430,0,42.549999,43.009998,42.330002,42.860001,40.732319,14580100,33.529999,34.259997999999996,33.470001,34.07,34.07,11879600 +2012-08-06,155.919998,156.729996,155.740005,156.300003,156.300003,4610800,139.720001,140.169998,139.559998,139.619995,122.418549,86326200,13099.87988,13187.28027,13099.71973,13117.50977,13117.50977,84270000,54.75,56.75,54.5,55.349998,53.81826,568100,1.2401,1.2379,1.2444,1.2341,1,109.55,108.6,109.77,107.9,149980,1,92.08,91.39,92.38,90.68,1,53344,53265,53445,53151,32800,1,1.565,1.565,1.565,1.565,0,1401.3,1407.15,1408.55,1393.05,0,579.0,577.4,582.4,573.7,0,1150,82.304,82.405,82.625,82.125,15130,0,42.93,44.16,42.84,43.73,41.559124,12916100,33.950001,34.48,33.900002,34.419998,34.419998,6693600 +2012-08-07,156.369995,156.630005,156.009995,156.279999,156.279999,5923300,140.179993,140.919998,140.029999,140.320007,123.032303,109545100,13118.65039,13215.96973,13118.41992,13168.59961,13168.59961,95240000,56.0,58.700001,55.900002,57.400002,55.811531,936200,1.2401,1.2401,1.2442,1.2375,1,112.0,109.43,112.56,109.13,177350,1,93.62,92.06,94.43,91.78,1,53368,53309,53497,53261,35090,1,1.628,1.628,1.628,1.628,1,1409.4,1401.1,1414.25,1400.25,1,585.8,578.8,588.8,578.6,1,1150,82.25,82.33,82.425,82.065,16550,0,44.040001,44.25,43.77,44.23,42.034302,8880400,34.639998999999996,35.25,34.540001000000004,34.91,34.91,6784300 +2012-08-08,156.490005,156.860001,156.259995,156.479996,156.479996,3620500,139.850006,140.649994,139.809998,140.490005,123.181374,89754700,13158.09961,13202.65039,13115.24023,13175.63965,13175.63965,84910000,57.400002,58.099998,55.400002,55.650002,54.394253000000006,716300,1.2365,1.2401,1.2403,1.2327,0,112.14,111.58,113.27,110.85,188640,1,93.38,93.51,94.82,92.92,0,53409,53399,53620,53087,43850,1,1.651,1.651,1.651,1.651,1,1409.25,1409.0,1411.65,1399.1,0,586.8,585.7,588.2,581.5,1,1135,82.439,82.375,82.57,82.295,15850,1,44.07,44.889999,43.919998,43.990002,41.806221,10652200,35.029999,35.369999,34.700001,34.869999,34.869999,6055600 +2012-08-09,156.360001,157.0,156.279999,156.990005,156.990005,3177800,140.28999299999998,140.889999,140.149994,140.610001,123.286575,90291700,13174.73047,13200.23047,13125.08984,13165.19043,13165.19043,84350000,55.799999,57.25,55.299999,56.700001,55.420563,310600,1.2306,1.2367,1.2388,1.2266,0,113.22,111.99,113.53,111.6,141860,1,93.65,93.58,94.36,93.22,1,53512,53450,53608,53322,32310,1,1.695,1.695,1.695,1.695,1,1413.2,1409.15,1418.95,1408.6,1,586.2,586.9,590.4,583.9,0,1135,82.71,82.355,82.865,82.27,17790,1,44.0,44.73,43.73,44.560001,42.347923,8443400,34.959998999999996,35.169998,34.799999,34.93,34.93,2836500 +2012-08-10,156.899994,157.820007,156.649994,157.179993,157.179993,4608000,140.03999299999998,140.889999,139.809998,140.839996,123.488235,99792700,13163.15039,13208.21973,13094.95996,13207.9502,13207.9502,86640000,56.5,57.450001,56.299999,57.200001,55.90927900000001,321800,1.229,1.2306,1.2317,1.2239,0,112.95,113.28,113.54,111.31,139050,0,93.41,93.5,93.91,91.75,0,53499,53450,53735,53027,52700,0,1.659,1.659,1.659,1.659,0,1400.95,1412.85,1412.85,1393.1,0,582.1,586.1,587.2,575.5,0,1120,82.631,82.7,82.945,82.5,16660,0,44.48,44.900002,44.349998,44.849998,42.623524,5845300,34.48,34.869999,34.34,34.849998,34.849998,3512300 +2012-08-13,157.050003,157.449997,155.899994,155.990005,155.990005,4573300,140.600006,140.839996,140.03999299999998,140.770004,123.426857,79426900,13204.92969,13205.00977,13112.94043,13169.42969,13169.42969,67550000,57.25,58.25,56.400002,56.5,55.225071,444700,1.2332,1.228,1.2374,1.226,1,113.6,113.4,115.11,113.09,146510,1,92.81,93.38,94.27,92.18,0,53348,53582,53708,53312,29700,0,1.666,1.666,1.666,1.666,1,1388.85,1401.1,1404.2,1385.95,0,574.8,581.5,583.0,572.5,0,1120,82.486,82.64,82.765,82.285,13100,0,45.0,45.34,44.07,44.240002,42.043808,8020400,34.959998999999996,35.0,34.380001,34.66,34.66,4096800 +2012-08-14,155.059998,155.580002,154.830002,155.130005,155.130005,5075200,141.28999299999995,141.380005,140.369995,140.78999299999995,123.444382,102379400,13168.11035,13223.00977,13142.09961,13172.13965,13172.13965,84430000,56.25,57.049999,55.900002,56.099998,54.834099,328100,1.2322,1.2332,1.2386,1.2316,0,114.03,113.47,114.3,113.22,103780,1,93.35,92.85,94.06,92.7,1,53433,53448,53599,53309,34860,1,1.733,1.733,1.733,1.733,1,1396.85,1390.1,1412.9,1389.7,1,579.3,575.2,581.0,573.5,1,1100,82.527,82.525,82.615,82.25,15660,1,44.07,44.540001,43.860001,43.93,41.749203,6268600,34.889998999999996,35.09,34.720001,34.919998,34.919998,4291400 +2012-08-16,155.850006,157.089996,155.5,156.559998,156.559998,8838300,141.149994,142.160004,140.800003,141.990005,124.496574,112014200,13163.24023,13269.34961,13145.84961,13250.11035,13250.11035,114580000,57.299999,59.549999,56.849998,59.450001,58.10850500000001,618000,1.2355,1.2292,1.2374,1.2256,1,116.9,116.55,117.03,115.5,14430,1,95.34,94.41,95.96,94.14,1,53750,53510,53795,53385,43380,1,1.835,1.835,1.835,1.835,1,1436.65,1396.25,1443.9,1396.1,1,582.5,575.5,587.8,574.8,1,1100,82.417,82.695,82.96,82.375,19640,0,44.389999,45.669998,44.259998,45.650002,43.383816,14382600,35.330002,35.759997999999996,35.169998,35.560001,35.560001,7147500 +2012-08-17,157.059998,157.070007,156.220001,156.720001,156.720001,7812100,142.229996,142.300003,141.860001,142.179993,124.663124,90813700,13251.2002,13281.32031,13244.84961,13275.2002,13275.2002,138550000,58.849998,59.549999,58.5,59.049999,57.717533,457000,1.2334,1.2355,1.2382,1.2288,0,113.71,114.48,114.77,112.7,178790,0,96.03,95.49,96.53,95.24,1,53631,53723,53890,53610,36760,0,1.814,1.814,1.814,1.814,0,1474.75,1437.0,1475.6,1437.0,1,607.2,582.8,607.9,582.7,1,1100,82.663,82.445,82.825,82.38,15870,1,45.75,45.900002,45.060001,45.34,43.08920300000001,7456000,35.759997999999996,35.950001,35.52,35.950001,35.950001,5130700 +2012-08-20,156.520004,157.399994,156.470001,157.259995,157.259995,7846200,141.979996,142.220001,141.589996,142.190002,124.671921,78255700,13274.58008,13276.15039,13230.05957,13271.63965,13271.63965,87590000,59.450001,60.0,58.599998,59.599998,58.255116,415100,1.2344,1.2344,1.2369,1.2294,1,113.7,113.83,114.7,112.87,162570,0,95.8,96.66,96.83,95.32,0,54313,53646,54405,53520,37210,1,1.81,1.81,1.81,1.81,0,1489.65,1477.75,1498.45,1461.25,1,606.8,606.3,608.3,597.1,0,1100,82.5,82.56,82.765,82.435,11080,0,45.32,45.77,44.849998,45.619999,43.355305,6397600,35.82,35.880001,35.490002000000004,35.830002,35.830002,5292000 +2012-08-21,158.809998,159.199997,158.690002,158.830002,158.830002,11833100,142.53999299999995,143.089996,141.449997,141.759995,124.294899,105581100,13272.09961,13330.75977,13186.59961,13203.58008,13203.58008,117060000,61.25,63.799999,61.0,62.75,61.334038,1092400,1.2472,1.2347,1.249,1.2342,1,114.64,113.65,115.58,113.65,172400,1,96.44,96.13,97.76,95.97,1,55240,54315,55293,54315,60710,1,1.802,1.802,1.802,1.802,0,1508.9,1489.45,1511.55,1479.85,1,625.1,605.3,626.2,600.1,1,1100,81.92,82.485,82.51,81.805,27410,0,46.360001,47.23,46.080002,46.380001,44.077568,16393800,36.330002,36.419998,35.93,35.98,35.98,6949700 +2012-08-22,159.190002,160.630005,158.509995,160.53999299999995,160.53999299999995,13605900,141.399994,142.050003,141.070007,141.820007,124.347504,133243500,13198.30957,13205.05957,13120.33984,13172.75977,13172.75977,111220000,62.900002,66.050003,62.5,65.599998,64.11972800000001,1258000,1.2528,1.2473,1.254,1.2431,1,114.91,114.71,115.27,113.53,203760,1,97.32,97.03,97.62,96.34,1,55309,55227,55568,55115,54000,1,1.695,1.695,1.695,1.695,0,1539.1,1508.95,1540.8,1505.45,1,631.9,625.0,634.4,621.9,1,1100,81.497,81.9,82.135,81.47,26960,0,46.450001,47.5,45.950001,47.5,45.141975,15922200,35.970001,36.299999,35.91,36.220001,36.220001,7176900 +2012-08-23,161.410004,162.449997,161.229996,161.889999,161.889999,17237600,141.470001,141.479996,140.440002,140.660004,123.330429,111466400,13171.37012,13171.37012,13046.45996,13057.45996,13057.45996,108800000,67.599998,67.949997,64.849998,65.099998,63.631012,1173400,1.2564,1.2528,1.2591,1.2524,1,115.01,114.84,116.38,114.33,196030,1,95.97,97.41,98.4,95.85,0,56778,55425,57180,55425,107340,1,1.675,1.675,1.675,1.675,0,1542.25,1539.6,1563.3,1531.0,1,652.0,631.8,657.3,628.9,1,1100,81.359,81.48,81.535,81.22,22210,0,47.959999,48.150002,47.349998,47.419998,45.065945,14891700,36.349998,36.450001,35.650002,35.759997999999996,35.759997999999996,9755100 +2012-08-24,161.869995,162.350006,161.330002,161.970001,161.970001,8497200,140.309998,141.830002,140.220001,141.509995,124.075722,99481200,13052.82031,13175.50977,13027.2002,13157.96973,13157.96973,88030000,65.150002,65.550003,64.25,65.050003,63.58215,519600,1.2513,1.2563,1.2569,1.2483,0,113.59,114.59,115.28,113.0,215530,0,96.06,96.31,97.42,95.66,1,56949,56768,57024,56389,71330,1,1.6869999999999998,1.6869999999999998,1.6869999999999998,1.6869999999999998,1,1550.45,1542.1,1555.45,1533.3,1,652.5,652.2,656.3,634.9,1,1120,81.60300000000002,81.39,81.75,81.365,15490,1,47.34,47.779999,47.060001,47.57,45.2085,7617800,35.93,36.169998,35.610001000000004,35.68,35.68,4281800 +2012-08-27,161.770004,162.28999299999995,161.339996,161.360001,161.360001,5380200,141.889999,142.080002,141.339996,141.53999299999995,124.101974,68785900,13157.74023,13176.16992,13115.45996,13124.66992,13124.66992,96070000,65.199997,65.349998,63.150002,64.050003,62.60471,662900,1.25,1.2511,1.2536,1.2489,0,112.26,113.8,115.5,111.56,171390,0,95.67,96.77,97.82,94.51,0,58039,57670,58445,57409,78720,1,1.652,1.652,1.652,1.652,0,1545.3,1550.7,1557.55,1540.65,0,653.1,656.5,657.5,646.5,1,1120,81.691,81.615,81.73,81.505,9520,1,47.59,47.669998,46.790001,46.900002,44.571758,8282900,35.450001,35.619999,35.139998999999996,35.610001000000004,35.610001000000004,7410800 +2012-08-28,161.630005,162.190002,161.300003,161.639999,161.639999,5074200,141.179993,141.839996,140.970001,141.399994,123.979202,75689600,13122.74023,13147.32031,13081.12012,13102.99023,13102.99023,81630000,64.449997,64.949997,63.900002,64.199997,62.751316,378200,1.2565,1.2498,1.2576,1.2464,1,112.58,112.68,113.1,111.71,191610,1,96.14,95.69,96.57,95.17,1,57609,58115,58144,57351,48880,0,1.6369999999999998,1.6369999999999998,1.6369999999999998,1.6369999999999998,0,1518.2,1545.55,1545.55,1514.0,0,635.9,653.2,653.2,635.2,0,1120,81.381,81.7,81.84,81.275,12830,0,47.07,47.389999,46.799999,46.849998,44.524242,7093000,35.73,35.900002,35.52,35.790001000000004,35.790001000000004,5587500 +2012-08-29,161.600006,161.679993,160.179993,160.589996,160.589996,9287700,141.520004,141.889999,141.119995,141.509995,124.075722,65421300,13103.45996,13144.80957,13081.26953,13107.48047,13107.48047,91530000,64.449997,64.949997,63.599998,64.0,62.555836,505100,1.2529,1.2565,1.2574,1.2517,0,112.54,112.34,113.3,111.5,181930,0,95.19,96.17,96.47,94.86,0,57559,57525,57861,57160,54930,0,1.652,1.652,1.652,1.652,1,1517.35,1518.15,1525.15,1510.45,0,630.1,635.7,639.4,630.1,0,1120,81.564,81.365,81.605,81.35,11040,1,46.959999,47.009998,46.259998,46.389999,44.08707800000001,8076100,35.740002000000004,35.740002000000004,35.27,35.380001,35.380001,7633500 +2012-08-30,161.259995,161.309998,160.009995,160.520004,160.520004,5813700,140.899994,140.940002,140.190002,140.490005,123.181374,96589900,13101.29004,13101.37012,12978.91016,13000.70996,13000.70996,89980000,63.799999,64.699997,63.25,63.950001,62.50696600000001,528000,1.2506,1.2531,1.2565,1.2488,0,112.65,112.5,113.44,112.25,157320,1,94.79,95.33,95.63,93.98,0,56953,57413,57535,56731,51430,0,1.628,1.628,1.628,1.628,0,1507.65,1517.0,1528.75,1501.9,0,614.9,630.95,635.0,612.0,0,1120,81.71300000000002,81.57,81.78,81.41,12380,1,46.419998,46.59,45.849998,46.02,43.735447,8065700,35.41,35.450001,34.970001,35.259997999999996,35.259997999999996,5136100 +2012-08-31,161.139999,164.220001,159.559998,164.220001,164.220001,18024200,141.28999299999995,141.820007,140.360001,141.160004,123.76886,151970400,13002.71973,13151.87012,13002.63965,13090.83984,13090.83984,119780000,65.150002,67.199997,64.199997,66.400002,64.90167199999999,1010200,1.2577,1.2506,1.2638,1.2493,1,114.57,112.48,114.93,112.36,209500,1,96.54,94.92,97.09,94.68,1,58404,56865,58517,56613,60170,1,1.548,1.548,1.548,1.548,0,1540.15,1507.7,1541.2,1498.55,1,627.95,617.05,629.0,617.0,1,1120,81.21600000000002,81.7,81.74,80.96,24480,0,46.43,48.060001,45.959999,47.939999,45.560131,26221700,35.869999,36.080002,35.330002,35.889998999999996,35.889998999999996,8277800 +2012-09-04,164.110001,164.770004,163.660004,164.479996,164.479996,12034800,141.03999299999995,141.46000700000005,140.130005,141.029999,123.654823,120226200,13092.15039,13092.38965,12977.08984,13035.94043,13035.94043,103920000,66.900002,67.900002,65.599998,67.75,66.221214,729800,1.2567,1.2593,1.263,1.2557,0,114.18,115.51,116.65,113.93,216750,0,95.62,96.38,97.38,94.97,0,60606,59700,60784,59700,1540,1,1.574,1.574,1.574,1.574,1,1566.9,1553.1,1570.55,1549.85,1,640.25,626.8,639.25,626.8,1,1100,81.316,81.235,81.395,81.055,12610,1,48.07,48.139999,47.32,47.77,45.398571,10668700,35.959998999999996,35.98,35.349998,35.509997999999996,35.509997999999996,6593100 +2012-09-05,164.119995,164.389999,163.809998,164.309998,164.309998,8401900,141.089996,141.470001,140.630005,140.910004,123.549622,100660300,13036.08984,13095.91016,13018.74023,13047.48047,13047.48047,92550000,67.800003,68.25,66.300003,67.75,66.221214,469400,1.2601,1.2567,1.2626,1.2502,1,113.09,114.1,114.38,112.73,229600,0,96.03,95.62,96.03,94.27,1,60630,60240,60778,60199,1250,1,1.596,1.596,1.596,1.596,1,1567.8,1567.2,1576.8,1543.1,1,646.15,635.5,642.5,634.5,1,1100,81.235,81.49,81.675,81.115,19880,0,47.73,47.98,47.290001,47.93,45.550632,6741300,35.470001,35.59,35.09,35.57,35.57,6826200 +2012-09-06,165.160004,165.779999,164.800003,164.889999,164.889999,12961100,141.759995,143.779999,141.75,143.770004,126.057251,158272500,13045.23047,13294.12988,13045.08008,13292.0,13292.0,128650000,68.849998,69.050003,67.949997,68.900002,67.345261,641700,1.2631,1.2603,1.2652,1.2562,1,113.49,113.67,115.15,112.55,234050,1,94.77,96.01,97.72,94.6,0,62339,62049,63430,62027,119570,1,1.676,1.676,1.676,1.676,1,1581.1,1568.05,1593.45,1565.2,1,647.0,642.55,650.3,642.55,1,1100,81.033,81.255,81.455,81.005,24210,0,48.459999,49.16,48.200001,49.130001,46.691063,15134600,35.990002000000004,36.360001000000004,35.23,35.23,35.23,12623300 +2012-09-07,167.770004,169.0,167.369995,168.440002,168.440002,19138600,144.009995,144.389999,143.880005,144.330002,126.548294,107272100,13289.53027,13320.26953,13266.21973,13306.63965,13306.63965,142210000,71.099998,73.599998,70.0,73.400002,71.743713,1534900,1.2816,1.2631,1.2818,1.2626,1,114.25,112.8,114.65,112.34,227680,1,96.28,94.72,96.75,94.09,1,64060,62037,64170,61398,106660,1,1.668,1.668,1.668,1.668,0,1591.75,1580.85,1606.4,1561.7,1,654.0,644.5,656.4,644.5,1,1100,80.234,81.12,81.14,80.14,28230,0,50.259998,50.73,50.080002,50.459999,47.955032,18402500,35.470001,36.0,35.009997999999996,35.880001,35.880001,10436700 +2012-09-10,167.839996,168.139999,167.229996,167.28999299999995,167.28999299999995,7760600,144.190002,144.440002,143.46000700000005,143.509995,125.829247,86458500,13308.55957,13324.09961,13251.38965,13254.29004,13254.29004,123810000,73.400002,73.449997,70.300003,70.800003,69.202393,737900,1.2759,1.2807,1.2813,1.2755,0,114.81,114.55,115.05,113.92,149700,1,96.26,96.3,96.69,95.4,0,63980,64008,64614,63759,70280,1,1.654,1.654,1.654,1.654,0,1592.35,1597.5,1608.75,1589.6,0,672.25,654.55,672.4,654.55,1,1100,80.343,80.185,80.4,80.17,20650,1,50.299999,50.419998,49.400002,49.48,47.023682,11893500,35.639998999999996,35.970001,35.540001000000004,35.849998,35.849998,4298800 +2012-09-11,168.220001,168.529999,167.78999299999995,167.899994,167.899994,7522900,143.600006,144.369995,143.559998,143.910004,126.180031,88760000,13254.59961,13354.33984,13253.20996,13323.36035,13323.36035,104920000,71.900002,73.449997,71.400002,72.75,71.108391,890300,1.2855,1.2757,1.2872,1.2754,1,115.4,114.65,115.46,114.37,151870,1,96.91,96.4,97.41,96.19,1,63804,64102,64290,63638,55880,0,1.7,1.7,1.7,1.7,1,1606.0,1592.5,1612.45,1588.8,1,674.4,670.5,675.3,668.8,1,1100,79.836,80.36,80.37,79.765,20180,0,49.93,50.349998,49.580002,49.810001,47.337299,9796700,36.099998,36.200001,35.950001,36.110001000000004,36.110001000000004,5879100 +2012-09-12,168.839996,168.869995,167.25,167.919998,167.919998,9945400,144.389999,144.550003,143.899994,144.389999,126.600876,87640900,13321.62012,13373.62012,13317.51953,13333.34961,13333.34961,111520000,72.800003,73.349998,70.400002,72.349998,70.717415,958600,1.29,1.2855,1.2937,1.2816,1,115.96,115.0,116.67,115.0,135260,1,96.86,96.91,98.12,96.37,0,63298,63899,64755,61912,119570,0,1.758,1.758,1.758,1.758,1,1643.45,1605.95,1658.95,1604.8,1,678.8,677.75,681.0,675.65,1,1100,79.723,79.86,79.99,79.5,35300,0,50.189999,50.240002,48.709999,50.009998,47.527367,18235400,36.169998,36.279999,35.970001,36.040001000000004,36.040001000000004,5777700 +2012-09-13,167.869995,171.910004,166.300003,171.309998,171.309998,28336900,144.369995,147.03999299999995,143.990005,146.589996,128.52981599999998,225470200,13329.70996,13573.330080000002,13325.11035,13539.86035,13539.86035,151770000,72.150002,75.900002,70.599998,75.550003,73.845215,1724900,1.2989,1.29,1.3002,1.2857,1,116.9,115.6,117.48,115.45,25030,1,98.06,97.01,98.66,96.59,1,65292,63268,65723,62273,129420,1,1.721,1.721,1.721,1.721,0,1692.85,1643.3,1693.2,1639.15,1,688.5,684.2,684.2,683.55,1,1100,79.237,79.665,80.075,79.15,29550,0,49.889999,52.529999,49.240002,52.52,49.912773,32409600,36.57,36.610001000000004,35.91,36.509997999999996,36.509997999999996,9560300 +2012-09-14,171.889999,172.229996,171.309998,171.800003,171.800003,16847500,146.880005,148.110001,146.759995,147.240005,129.099747,169777000,13540.40039,13653.24023,13533.94043,13593.37012,13593.37012,185160000,76.900002,78.900002,76.0,78.75,76.973,1678800,1.3127,1.2990000000000002,1.3171,1.298,1,116.66,115.66,117.95,115.58,181370,0,99.05,98.08,100.46,98.03,1,64312,65400,65670,63801,87100,0,1.869,1.869,1.869,1.869,1,1709.0,1693.05,1716.3,1683.45,1,698.8,696.95,704.3,696.95,1,1200,78.84100000000002,79.23,79.265,78.6,16150,0,53.029999,54.080002,53.0,53.860001,51.186249,27035600,36.959998999999996,37.169998,36.650002,36.84,36.84,7355700 +2012-09-17,171.770004,171.96000700000005,170.059998,170.399994,170.399994,11281600,146.940002,147.190002,146.369995,146.740005,128.661346,119427800,13588.57031,13593.15039,13526.669919999998,13553.09961,13553.09961,128020000,79.25,80.550003,77.150002,79.5,77.70607,1213100,1.3117,1.3127,1.317,1.3083,0,113.79,116.67,117.02,111.5,212970,0,96.52,99.36,99.73,94.86,0,63761,64120,64336,63605,48070,0,1.843,1.843,1.843,1.843,0,1665.3,1708.3,1715.75,1663.05,0,688.6,696.3,696.3,690.35,0,1350,78.843,78.84,79.015,78.75,880,0,54.02,54.200001,53.130001,53.889999,51.214756,12992700,36.860001000000004,37.02,35.23,35.75,35.75,24872100 +2012-09-18,170.809998,171.949997,170.669998,171.720001,171.720001,12486600,146.490005,146.809998,146.25,146.619995,128.556137,98326600,13552.330080000002,13582.12012,13517.80957,13564.63965,13564.63965,120720000,78.5,80.449997,77.75,77.949997,76.19103199999998,1557300,1.3048,1.3118,1.3122,1.3028,0,112.03,113.45,114.42,111.61,212110,0,95.47,96.92,97.44,95.32,0,64469,63651,64840,63323,85350,1,1.812,1.812,1.812,1.812,0,1621.6,1665.2,1677.2,1619.65,0,666.85,681.0,666.85,681.0,0,1400,79.346,79.085,79.365,79.035,15260,1,53.790001,54.32,53.369999,54.32,51.623409,16323500,35.779999,35.939999,35.389998999999996,35.57,35.57,8091900 +2012-09-19,171.880005,172.029999,171.190002,171.740005,171.740005,9125800,146.78999299999995,147.169998,146.410004,146.699997,128.626266,128318300,13565.41016,13626.48047,13556.74023,13577.95996,13577.95996,116210000,78.949997,81.0,77.900002,79.800003,77.999313,1200600,1.3048,1.3046,1.3086,1.2992,1,108.19,111.71,112.98,107.4,298800,0,91.56,95.72,96.41,91.48,0,64480,64599,64726,64132,35970,1,1.774,1.774,1.774,1.774,0,1641.5,1621.6,1646.95,1621.15,1,671.9,664.5,676.8,664.0,1,1375,79.127,79.27,79.485,79.07,19020,0,54.509998,54.950001,53.900002,54.790001,52.070087,15389300,34.950001,34.959998999999996,33.959998999999996,34.119999,34.119999,21758500 +2012-09-20,171.029999,171.690002,170.229996,171.470001,171.470001,8703000,146.029999,146.78999299999995,145.630005,146.71000700000005,128.635056,154009800,13575.169919999998,13599.01953,13503.0,13596.92969,13596.92969,117910000,78.800003,79.25,76.699997,78.400002,76.630898,1636600,1.2969,1.3049,1.306,1.2919999999999998,0,110.03,108.18,110.65,107.1,250450,1,91.81,96.58,97.18,95.47,1,64362,64320,64525,63711,60800,0,1.765,1.765,1.765,1.765,0,1628.9,1641.45,1641.5,1596.55,0,659.6,668.75,668.75,659.65,0,1325,79.47800000000002,79.135,79.755,79.13,27150,1,54.130001,54.41,53.669998,54.360001,51.661423,11582300,34.080002,34.509997999999996,34.0,34.509997999999996,34.509997999999996,8541800 +2012-09-21,172.929993,173.179993,171.53999299999995,171.96000700000005,171.96000700000005,13361300,146.639999,146.669998,145.809998,145.869995,128.581268,108737500,13597.24023,13647.09961,13571.53027,13579.46973,13579.46973,429610000,80.199997,80.800003,77.699997,77.75,75.99556700000002,2746100,1.298,1.2969,1.3047,1.2954,1,111.42,110.5,111.7,110.08,161970,1,92.98,93.06,93.97,92.72,1,63371,64448,64599,63111,85910,0,1.754,1.754,1.754,1.754,0,1635.8,1629.8,1647.15,1629.8,1,672.1,665.1,678.5,665.0,1,1275,79.398,79.46,79.52,79.11,18660,0,55.110001,55.25,54.310001,54.810001,52.089088,13869600,34.619999,34.740002000000004,34.349998,34.490002000000004,34.490002000000004,7118500 +2012-09-24,170.630005,171.389999,170.570007,171.050003,171.050003,9177900,145.149994,145.979996,145.03999299999995,145.649994,128.38734399999998,95682000,13577.84961,13601.90039,13521.67969,13558.919919999998,13558.919919999998,120370000,76.099998,77.099998,74.449997,75.0,73.307625,964900,1.2931,1.2981,1.2990000000000002,1.289,0,109.81,111.5,111.56,108.78,187250,0,92.05,93.23,93.23,91.11,0,62412,63121,63121,62034,69120,0,1.715,1.715,1.715,1.715,0,1626.5,1634.35,1635.55,1611.6,0,644.35,641.35,641.35,639.0,0,1175,79.577,79.42,79.825,79.42,18010,1,54.060001,54.23,52.93,52.959999,50.330925,16072900,34.009997999999996,34.150002,33.77,34.09,34.09,5414600 +2012-09-25,171.759995,172.110001,170.5,170.770004,170.770004,10365300,145.96000700000005,146.240005,144.059998,144.100006,127.021065,133165200,13559.919919999998,13620.20996,13457.25,13457.54981,13457.54981,138630000,76.5,77.050003,73.400002,73.5,71.84146899999998,1136900,1.29,1.2933,1.2973,1.2887,0,110.45,109.93,111.47,109.44,195940,1,90.78,92.2,93.3,90.66,0,62314,62599,63140,62112,61820,0,1.671,1.671,1.671,1.671,0,1632.85,1626.7,1647.35,1622.2,1,638.4,645.0,649.5,636.5,0,1125,79.608,79.555,79.755,79.375,16290,1,53.709999,53.959999,52.16,52.169998,49.580139,17410200,34.310001,34.5,33.75,33.75,33.75,5975400 +2012-09-26,169.46000700000005,170.050003,168.339996,169.809998,169.809998,12064800,144.070007,144.110001,142.949997,143.28999299999995,126.30706,146502200,13458.62988,13480.37012,13406.91016,13413.50977,13413.50977,124350000,72.099998,73.699997,70.5,73.449997,71.792587,1502500,1.2872,1.2899,1.2913,1.2835,0,110.04,109.88,110.23,108.45,198470,0,90.14,91.0,91.52,89.13,0,62656,62390,62790,61830,73710,1,1.609,1.609,1.609,1.609,0,1641.0,1632.8,1641.9,1616.75,1,624.7,618.5,618.5,613.35,0,1100,79.94800000000002,79.725,80.08,79.67,17200,1,51.549999,52.779999,50.900002,52.400002,49.798725,18635900,33.5,33.509997999999996,32.98,33.34,33.34,11275400 +2012-09-27,171.020004,172.600006,170.759995,172.339996,172.339996,10539500,143.889999,144.970001,143.509995,144.639999,127.49706299999998,111830300,13413.46973,13522.830080000002,13413.46973,13485.96973,13485.96973,113990000,74.300003,75.900002,73.25,75.699997,73.991814,752200,1.2914,1.2871,1.2929,1.2828,1,112.01,110.17,112.5,109.68,226560,1,92.3,90.18,92.49,89.98,1,63055,62669,63325,62250,68650,1,1.656,1.656,1.656,1.656,1,1657.65,1641.2,1662.6,1632.5,1,637.0,629.1,638.0,626.8,1,1100,79.592,79.865,80.01,79.55,18220,0,53.09,53.990002,52.599998,53.889999,51.214756,17141300,33.830002,34.25,33.68,34.150002,34.150002,7854200 +2012-09-28,172.029999,172.479996,171.339996,171.889999,171.889999,9681200,144.089996,144.559998,143.46000700000005,143.970001,126.906509,150696100,13485.88965,13487.66016,13367.26953,13437.12988,13437.12988,146950000,75.5,76.699997,74.599998,76.199997,74.480537,803400,1.2858,1.2912,1.2959,1.2837,0,112.39,112.53,113.4,111.52,184800,1,92.09,92.38,92.73,91.43,0,62814,63048,63217,62626,54880,0,1.633,1.633,1.633,1.633,0,1667.25,1657.85,1679.9,1655.2,1,638.3,636.9,644.1,636.6,1,1100,80.025,79.625,80.09,79.42,22450,1,53.689999,54.119999,53.209999,53.689999,51.024689,10909100,34.110001000000004,34.279999,33.91,34.119999,34.119999,5524200 +2012-10-01,172.830002,173.619995,171.770004,172.28999299999995,172.28999299999995,10676400,144.520004,145.690002,144.009995,144.350006,127.241432,135911200,13437.66016,13598.25,13437.66016,13515.11035,13515.11035,106120000,77.300003,78.400002,76.199997,76.900002,75.164742,973400,1.2889,1.2859,1.294,1.2803,1,112.19,112.34,113.27,111.47,161820,0,92.41,92.19,93.36,91.3,1,62934,62642,64999,62203,91110,1,1.618,1.618,1.618,1.618,0,1677.5,1656.65,1690.35,1649.6,1,643.5,633.1,659.1,627.4,1,1125,79.90899999999998,80.045,80.25,79.67,18310,0,54.209999,54.610001,53.700001,53.93,51.252769,10912600,34.450001,34.599998,34.150002,34.25,34.25,6005100 +2012-10-03,172.509995,172.610001,171.889999,172.410004,172.410004,5647600,144.889999,145.429993,144.130005,145.089996,127.893715,121283100,13479.20996,13536.26953,13439.12012,13494.61035,13494.61035,103890000,76.449997,76.599998,74.150002,74.599998,72.916634,793700,1.2906,1.2919,1.2938,1.2877,0,108.17,111.36,111.36,107.67,240500,0,88.02,91.67,91.84,87.73,0,62318,62872,62872,62252,50420,0,1.616,1.616,1.616,1.616,0,1691.15,1679.45,1694.7,1671.9,1,655.7,651.0,658.7,647.3,1,1175,80.064,79.855,80.095,79.795,13940,1,53.68,53.68,52.619999,52.720001,50.102837,11934900,33.57,33.59,32.52,32.610001000000004,32.610001000000004,16350900 +2012-10-04,173.199997,174.070007,172.919998,173.610001,173.610001,10376800,145.639999,146.339996,145.440002,146.130005,128.810486,124311600,13495.17969,13594.330080000002,13495.17969,13575.36035,13575.36035,106390000,74.449997,76.050003,74.300003,76.0,74.285049,828000,1.3018,1.2905,1.3032,1.2901,1,112.58,108.2,112.69,108.02,240030,1,91.55,88.06,91.89,87.95,1,62105,62344,62660,61891,56920,0,1.673,1.673,1.673,1.673,1,1726.7,1691.45,1726.75,1691.45,1,673.1,655.7,666.1,655.7,1,1200,79.44,79.94,80.005,79.355,20030,0,53.490002,54.25,53.290001,54.25,51.556885,14103200,32.990002000000004,34.040001000000004,32.880001,33.939999,33.939999,12085500 +2012-10-05,172.869995,173.369995,172.009995,172.619995,172.619995,8871000,146.910004,147.160004,145.699997,146.139999,128.81926,124842100,13569.17969,13661.87012,13568.75,13610.15039,13610.15039,115500000,75.300003,75.900002,73.699997,74.550003,72.867775,915500,1.3034,1.3018,1.3072,1.2993,1,112.02,112.45,113.05,110.54,237740,0,89.89,91.61,91.8,89.11,0,61732,62250,62538,61651,59680,0,1.732,1.732,1.732,1.732,1,1711.25,1727.05,1734.45,1704.15,0,661.4,671.1,673.6,658.7,0,1225,79.428,79.48,79.525,79.18,17730,0,53.990002,54.639999,53.419998,53.650002,50.986671,12997100,33.700001,33.700001,33.0,33.349998,33.349998,7233000 +2012-10-09,171.860001,172.169998,170.559998,170.990005,170.990005,7750700,145.529999,145.649994,144.149994,144.199997,127.109215,148872900,13582.87988,13592.330080000002,13473.30957,13473.53027,13473.53027,103630000,74.650002,74.699997,71.400002,71.599998,69.984344,795800,1.2885,1.297,1.2991,1.2858,0,114.5,112.22,114.72,111.97,213790,1,92.25,89.75,93.04,89.42,1,61675,61560,61781,61120,62590,1,1.713,1.713,1.713,1.713,0,1688.55,1696.2,1714.3,1687.9,0,655.8,658.4,666.6,654.4,0,1225,80.069,79.65,80.195,79.57,24270,1,53.43,53.66,52.049999,52.080002,49.494617,13256500,33.450001,34.43,33.439999,34.18,34.18,13362800 +2012-10-10,170.53999299999995,171.339996,170.300003,170.839996,170.839996,7361300,144.179993,144.320007,143.089996,143.279999,126.298241,124247500,13473.53027,13478.830080000002,13327.62012,13344.96973,13344.96973,101120000,70.75,71.400002,69.900002,70.949997,69.34899899999999,1372100,1.2875,1.2885,1.2914,1.2835,0,114.33,114.23,115.59,113.77,180310,0,91.28,92.36,93.75,91.11,0,62176,61570,62240,61562,56690,1,1.68,1.68,1.68,1.68,0,1671.05,1688.15,1693.55,1667.75,0,649.2,655.9,657.4,648.0,0,1225,80.017,80.185,80.31,79.935,18390,0,51.970001,53.0,51.779999,52.48,49.874752,11006200,34.25,34.700001,33.73,33.84,33.84,8406700 +2012-10-11,171.300003,171.949997,171.130005,171.320007,171.320007,5714900,144.279999,144.490005,143.330002,143.360001,126.368767,123601500,13346.28027,13428.49023,13326.12012,13326.38965,13326.38965,86630000,71.849998,72.400002,70.849998,71.099998,69.495621,563000,1.2927,1.2875,1.2954,1.2826,1,115.71,114.56,116.02,114.42,144680,1,92.42,91.34,93.01,91.16,1,61778,62161,62342,61731,49540,0,1.668,1.668,1.668,1.668,0,1686.15,1669.8,1695.45,1663.5,1,652.5,648.8,657.0,646.8,1,1225,79.86,80.145,80.295,79.78,17280,0,52.82,53.130001,52.459999,52.490002,49.884258,7463700,34.27,34.439999,33.939999,34.290001000000004,34.290001000000004,8009100 +2012-10-12,171.149994,171.410004,169.809998,170.059998,170.059998,8266000,143.46000700000005,143.949997,142.580002,142.889999,125.95446,124181900,13325.62012,13401.32031,13296.42969,13328.84961,13328.84961,113740000,71.199997,71.400002,69.949997,70.0,68.420441,701200,1.295,1.2927,1.2992,1.2921,1,114.62,115.96,115.96,113.94,119850,0,91.64,92.64,92.87,91.39,0,61346,61761,61897,61061,56190,0,1.656,1.656,1.656,1.656,0,1655.35,1686.25,1691.5,1655.2,0,634.3,652.8,653.8,633.7,0,1225,79.74,79.85,79.9,79.575,15020,0,52.59,52.720001,51.540001,51.66,49.09545900000001,10958100,34.16,34.34,33.790001000000004,34.0,34.0,4685500 +2012-10-15,169.009995,169.100006,167.529999,168.350006,168.350006,10704900,143.229996,144.229996,142.770004,144.080002,127.003426,107689100,13329.54004,13437.66016,13325.92969,13424.23047,13424.23047,114880000,69.550003,71.0,69.300003,70.949997,69.34899899999999,735100,1.295,1.2957,1.298,1.2891,1,115.8,114.64,115.91,113.58,108780,1,91.81,91.72,92.28,89.88,1,59959,61066,61066,59858,64930,0,1.668,1.668,1.668,1.668,1,1642.6,1639.55,1650.0,1623.25,1,633.4,631.1,643.0,623.7,0,1225,79.806,79.82,80.045,79.68,14000,1,51.27,51.68,50.810001,51.639999,49.076454,10377700,33.619999,34.119999,33.310001,34.0,34.0,10542400 +2012-10-16,168.869995,169.449997,168.669998,169.419998,169.419998,6204000,144.759995,145.639999,144.660004,145.53999299999995,128.29039,108815500,13423.83984,13556.37012,13423.75977,13551.78027,13551.78027,113450000,71.199997,73.050003,71.150002,72.449997,70.815155,789600,1.3054,1.295,1.3062,1.2943,1,115.07,115.72,116.2,114.5,20620,0,92.03,91.83,92.38,91.37,1,60031,59919,60218,59761,47630,1,1.722,1.722,1.722,1.722,1,1654.15,1642.6,1654.35,1636.9,1,641.8,633.5,642.7,633.0,1,1225,79.464,79.745,79.81,79.365,19140,0,51.959999,52.669998,51.959999,52.669998,50.055317,11357500,33.939999,34.200001,33.900002,34.130001,34.130001,6138300 +2012-10-17,169.21000700000005,169.949997,168.919998,169.53999299999995,169.53999299999995,5203400,145.639999,146.320007,145.419998,146.199997,128.872177,128834100,13539.62988,13561.65039,13468.90039,13557.0,13557.0,135570000,72.5,74.349998,71.699997,74.099998,72.427925,676800,1.3119,1.3054,1.3141,1.3053,1,113.22,113.93,114.31,112.8,197960,0,92.03,92.13,92.91,91.6,1,60574,60167,60640,60060,45460,1,1.822,1.822,1.822,1.822,1,1667.5,1654.0,1672.6,1652.15,1,651.0,641.7,654.4,640.2,1,1225,79.059,79.215,79.275,78.97,18830,0,52.759998,53.400002,52.220001,53.110001,50.473476,10937100,34.279999,34.419998,33.939999,34.099998,34.099998,5150000 +2012-10-18,168.800003,169.309998,168.589996,168.78999299999995,168.78999299999995,6607100,145.820007,146.520004,145.330002,145.820007,128.537201,148108500,13553.24023,13588.73047,13510.92969,13548.94043,13548.94043,128410000,73.25,73.699997,70.949997,70.949997,69.34899899999999,801300,1.3066,1.3119,1.3129,1.3055,0,112.42,113.13,113.63,111.57,212560,0,92.16,92.19,92.72,90.79,1,60732,60592,60978,60050,52270,1,1.831,1.831,1.831,1.831,1,1647.35,1667.6,1677.6,1643.05,0,645.0,650.9,655.7,642.2,0,1225,79.425,79.12,79.465,79.035,17860,1,52.560001,52.73,51.52,51.52,48.962418,14783900,33.75,34.310001,33.639998999999996,34.07,34.07,8306800 +2012-10-19,168.419998,168.449997,166.229996,166.970001,166.970001,13860400,145.550003,145.559998,143.050003,143.389999,126.395218,185645200,13545.330080000002,13545.49023,13312.21973,13343.50977,13343.50977,239080000,70.449997,72.5,69.949997,71.699997,70.082077,697900,1.3022,1.3065,1.3078,1.3012,0,110.14,112.26,113.27,109.9,231130,0,89.9,92.79,93.8,90.58,0,59872,60650,60650,59623,68370,0,1.766,1.766,1.766,1.766,0,1621.75,1647.75,1651.95,1613.0,0,625.7,644.8,646.3,621.2,0,1225,79.688,79.425,79.745,79.37,17720,1,51.349998,52.0,50.759998,51.73,49.161987,19920000,34.450001,34.459998999999996,33.27,33.34,33.34,12271300 +2012-10-22,167.080002,167.630005,167.029999,167.580002,167.580002,6366200,143.149994,143.669998,142.279999,143.410004,126.412872,125578600,13344.28027,13368.54981,13235.15039,13345.88965,13345.88965,121880000,70.949997,72.650002,70.949997,72.599998,70.961777,689200,1.306,1.3013,1.3085,1.3011,1,109.44,109.95,110.97,109.12,218730,0,87.12,91.14,92.42,89.83,0,59614,59845,59960,59325,46590,0,1.815,1.815,1.815,1.815,1,1615.15,1617.45,1629.55,1605.65,0,625.5,624.6,631.5,618.8,0,1200,79.736,79.7,79.755,79.535,14740,1,51.619999,52.48,51.560001,52.43,49.827232,10197500,33.310001,33.419998,32.68,32.900002,32.900002,17213400 +2012-10-23,166.03999299999995,166.059998,165.119995,165.429993,165.429993,11892500,141.860001,142.059998,140.830002,141.419998,124.658699,192056300,13344.90039,13344.90039,13083.28027,13102.53027,13102.53027,122220000,70.800003,71.900002,70.5,70.75,69.15351899999999,729000,1.2986,1.306,1.3077,1.2952,0,108.25,109.52,109.8,107.31,254990,0,86.49,89.22,89.37,85.77,0,59186,59691,59691,58841,57970,0,1.761,1.761,1.761,1.761,0,1581.8,1615.0,1616.1,1572.6,0,598.9,625.7,625.7,590.4,0,1175,80.08,79.62,80.155,79.62,21580,1,51.23,51.48,50.919998,50.959999,48.430214,14897400,32.139998999999996,32.150002,31.620001000000002,31.969998999999998,31.969998999999998,14037500 +2012-10-24,165.779999,165.830002,164.600006,164.860001,164.860001,10794600,141.929993,142.100006,140.800003,141.020004,124.306152,120179400,13103.53027,13155.20996,13063.62988,13077.33984,13077.33984,110670000,71.25,71.800003,69.099998,69.25,67.68737,694200,1.2974,1.2986,1.2999,1.2921,0,107.85,108.31,109.34,106.8,233370,0,85.63,86.62,87.49,84.96,0,59000,59224,59548,58860,29840,0,1.794,1.794,1.794,1.794,1,1568.85,1582.15,1585.95,1555.85,0,595.5,598.8,602.9,587.9,0,1125,80.015,80.035,80.245,79.91,18540,0,51.349998,51.5,49.98,50.060001,47.574883,15897400,31.879998999999998,31.959999,31.35,31.629998999999998,31.629998999999998,13591100 +2012-10-25,166.28999299999995,166.529999,165.770004,166.020004,166.020004,7013800,142.020004,142.279999,140.570007,141.429993,124.667503,134457400,13079.63965,13214.11035,13017.37012,13103.67969,13103.67969,114590000,70.650002,72.349998,70.550003,71.0,69.39788100000001,619400,1.2934,1.2973,1.3024,1.2926,0,108.49,107.59,109.28,107.46,216600,1,85.99,85.71,86.81,85.29,1,59449,59151,59620,59151,33270,1,1.812,1.812,1.812,1.812,1,1571.85,1568.4,1587.7,1565.7,1,606.1,595.7,609.5,595.7,1,1125,80.118,80.075,80.225,79.775,17230,1,51.290001,51.73,51.02,51.59,49.028938,17175500,31.9,31.940001000000002,31.450001,31.780001000000002,31.780001000000002,8489600 +2012-10-26,166.229996,166.600006,165.770004,165.929993,165.929993,6441300,141.300003,141.839996,140.389999,141.350006,124.597,146023500,13104.21973,13151.71973,13040.16992,13107.20996,13107.20996,134640000,70.800003,71.25,69.400002,69.800003,68.224953,633600,1.2942,1.2934,1.2959,1.2883,1,109.55,108.49,109.7,107.4,210560,1,86.12,86.12,86.5,85.12,1,59643,59300,60066,58951,40520,1,1.749,1.749,1.749,1.749,0,1547.15,1572.1,1579.55,1540.95,0,597.1,605.5,609.0,594.6,0,1125,80.156,80.185,80.375,80.0,24920,1,51.709999,51.880001,51.0,51.240002,48.696312,8553500,31.65,31.860001,31.559998999999998,31.790001,31.790001,7962600 +2012-10-31,166.470001,167.279999,166.380005,166.830002,166.830002,4681500,141.850006,142.029999,140.679993,141.350006,124.597,103438500,13107.44043,13189.08008,13052.07031,13096.45996,13096.45996,138160000,71.5,74.300003,70.449997,74.099998,72.427925,731000,1.296,1.2961,1.3023,1.2946,1,108.7,109.14,109.8,108.3,174270,0,86.06,85.8,87.25,85.67,1,59881,59560,60016,59455,44930,1,1.694,1.694,1.694,1.694,0,1570.3,1557.65,1579.75,1553.55,1,606.7,595.8,611.5,595.4,1,1125,79.987,80.005,80.055,79.72,16080,0,51.880001,52.970001,51.860001,52.900002,50.273903,17965000,31.809998999999998,32.169998,31.700001,31.780001000000002,31.780001000000002,5258000 +2012-11-01,167.020004,167.03999299999995,166.03999299999995,166.070007,166.070007,6018000,141.649994,143.009995,141.520004,142.830002,125.90155,100995600,13099.19043,13273.70996,13099.11035,13232.62012,13232.62012,140510000,73.900002,75.25,73.550003,73.949997,72.281311,497900,1.2942,1.2959,1.2982,1.2923,0,108.17,108.49,109.03,107.75,205330,0,86.91,86.19,87.5,86.0,1,59695,59870,60333,59660,52630,0,1.73,1.73,1.73,1.73,1,1570.15,1571.25,1583.75,1567.4,0,610.5,606.8,617.7,606.2,1,1150,80.13600000000002,79.99,80.19,79.925,18560,1,52.459999,52.540001,52.0,52.009998,49.428085,10229600,31.85,32.25,31.77,32.060001,32.060001,7899100 +2012-11-02,164.449997,164.470001,162.300003,162.600006,162.600006,14763100,143.679993,143.720001,141.410004,141.559998,124.782082,137702200,13232.62012,13289.4502,13076.57031,13093.16016,13093.16016,137660000,73.199997,74.0,71.300003,71.349998,69.739975,928700,1.2837,1.2942,1.2952,1.2819999999999998,0,105.68,108.07,108.8,105.5,222830,0,84.76,87.01,87.34,84.76,0,57651,59650,59650,57455,87520,0,1.717,1.717,1.717,1.717,0,1545.5,1570.25,1571.8,1544.0,0,600.7,610.4,611.9,599.4,0,1150,80.683,80.115,80.74,80.095,28230,1,51.32,51.400002,49.740002,49.759998,47.28978,20450400,31.950001,31.959999,31.23,31.35,31.35,8000900 +2012-11-05,163.119995,163.419998,162.809998,163.229996,163.229996,6156200,141.350006,142.169998,140.929993,141.850006,125.03775,98378500,13092.28027,13140.58008,13038.70996,13112.44043,13112.44043,95350000,71.550003,71.599998,70.099998,70.150002,68.56706199999999,446000,1.2797,1.2812,1.2843,1.2767,0,107.73,105.55,108.18,104.76,217320,1,85.72,84.67,85.92,84.36,1,58574,57788,58650,57582,58760,1,1.679,1.679,1.679,1.679,0,1549.2,1551.2,1552.7,1538.5,0,612.7,604.0,612.9,596.2,1,1150,80.843,80.71,80.925,80.59,18160,1,50.040001,50.25,49.389999,49.389999,46.938156,10855400,31.379998999999998,31.68,31.290001,31.610001,31.610001,6981200 +2012-11-06,163.910004,166.770004,163.610001,166.300003,166.300003,16051800,142.279999,143.520004,142.130005,142.96000700000005,126.016159,107068100,13112.90039,13290.75,13112.90039,13245.67969,13245.67969,105710000,70.650002,73.25,70.449997,73.150002,71.499367,784300,1.2814,1.2795,1.2828,1.2763,1,111.07,107.93,111.31,107.13,259930,1,88.41,85.75,89.31,85.5,1,59910,58595,60283,58355,70950,1,1.751,1.751,1.751,1.751,1,1556.45,1549.5,1564.1,1539.65,1,615.3,612.8,621.7,610.6,1,1150,80.715,80.8,80.92,80.65,24330,0,50.02,50.490002,49.389999,50.34,47.840996,18612700,31.93,32.880001,31.75,32.560001,32.560001,9763600 +2012-11-07,166.869995,167.130005,165.03999299999995,166.490005,166.490005,13195200,141.660004,141.679993,139.059998,139.720001,123.160194,264304500,13228.24023,13228.32031,12876.59961,12932.73047,12932.73047,164250000,73.550003,74.349998,71.150002,74.150002,72.476807,667200,1.2771,1.2813,1.2877,1.2735,0,106.82,110.83,111.64,106.53,265330,0,84.5,88.46,88.84,84.09,0,59252,60000,60229,58385,108360,0,1.644,1.644,1.644,1.644,0,1546.6,1555.95,1569.8,1535.15,0,611.8,615.4,624.3,602.6,0,1150,80.867,80.785,81.025,80.365,34740,1,50.709999,51.119999,49.639999,51.07,48.534748,15286700,31.98,32.130001,31.0,31.209999,31.209999,14121100 +2012-11-08,166.139999,168.160004,166.119995,167.990005,167.990005,8829000,139.699997,140.410004,137.929993,138.03999299999998,121.679314,181517300,12932.80957,12980.23047,12811.24023,12811.32031,12811.32031,138350000,74.25,76.900002,73.449997,75.949997,74.236183,623600,1.2747,1.2771,1.2782,1.2718,0,107.25,106.92,108.17,106.12,200130,1,84.97,84.54,85.72,84.25,1,59881,59495,59999,59213,63150,1,1.618,1.618,1.618,1.618,0,1547.5,1546.5,1549.3,1534.85,1,614.8,611.7,616.4,605.0,1,1150,80.88600000000002,80.94,81.11,80.825,20680,1,50.77,51.82,50.200001,51.41,48.857872,15624700,31.299999,31.530001000000002,31.08,31.299999,31.299999,7545600 +2012-11-09,168.21000700000005,168.53999299999995,167.550003,167.820007,167.820007,7361000,137.619995,139.440002,137.550003,138.160004,121.785072,201055300,12811.16992,12890.19043,12743.38965,12815.38965,12815.38965,131670000,76.199997,76.599998,74.5,74.550003,72.867775,512000,1.2709,1.2747,1.279,1.2689,0,109.4,107.15,109.78,106.25,201020,1,86.14,85.16,86.92,84.28,1,60785,60000,61142,60000,72790,1,1.6130000000000002,1.6130000000000002,1.6130000000000002,1.6130000000000002,0,1554.95,1547.1,1572.55,1547.1,1,606.4,614.7,618.4,605.4,0,1150,81.098,80.95,81.175,80.685,23740,1,51.470001,51.619999,50.66,50.669998,48.154606,10771000,31.309998999999998,31.99,31.280001000000002,31.73,31.73,6885400 +2012-11-13,166.660004,167.940002,166.630005,167.100006,167.100006,6463300,137.53999299999998,139.25,137.360001,137.78999299999998,121.458916,123018300,12808.70996,12898.25,12748.50977,12756.17969,12756.17969,142200000,72.25,74.900002,71.5,73.849998,72.183563,478700,1.2704,1.2709,1.2728,1.2662,0,108.26,108.7,108.98,107.38,140010,0,85.33,85.71,86.07,84.69,0,60804,61101,61370,60587,17370,0,1.595,1.595,1.595,1.595,0,1585.85,1563.75,1594.7,1557.55,1,635.3,606.8,637.8,602.7,1,1150,81.14,81.19,81.32,81.035,20690,1,49.459999,50.130001,49.25,49.48,47.023682,10448100,31.309998999999998,31.690001000000002,31.27,31.41,31.41,6217700 +2012-11-14,167.46000700000005,168.03999299999995,166.779999,167.139999,167.139999,8510500,138.21000700000002,138.429993,135.619995,135.929993,119.819359,191505000,12746.54004,12797.73047,12542.67969,12570.9502,12570.9502,162180000,74.050003,74.650002,72.25,72.400002,70.766289,604300,1.2736,1.2706,1.2778,1.27,1,109.61,108.12,110.35,107.8,113910,1,86.41,85.44,86.72,85.0,1,61375,61199,61450,60680,46290,1,1.589,1.589,1.589,1.589,0,1586.45,1586.15,1602.2,1579.5,1,633.4,635.8,649.5,633.4,0,1150,81.1,81.15,81.215,80.94,23310,0,49.419998,49.450001,47.16,47.220001,44.875877,25574300,31.52,31.92,31.389999,31.77,31.77,11898600 +2012-11-15,167.0,167.050003,165.179993,166.089996,166.089996,10023200,135.979996,136.490005,135.179993,135.699997,119.616631,178128400,12571.09961,12600.58984,12496.55957,12542.37988,12542.37988,129150000,72.150002,72.650002,69.5,70.449997,68.860291,796100,1.278,1.2736,1.2803,1.2717,1,110.98,109.68,111.12,109.66,21030,1,85.25,86.57,87.04,84.9,0,60910,61231,61249,60335,58290,0,1.595,1.595,1.595,1.595,1,1572.35,1586.55,1586.85,1563.2,0,632.5,633.0,641.9,628.1,0,1150,81.138,81.205,81.25,80.975,24280,1,47.150002,47.189999,45.5,45.970001,43.687931,29679400,31.940001000000002,31.99,31.200001,31.49,31.49,11982900 +2012-11-16,165.740005,166.360001,165.470001,165.880005,165.880005,6944000,135.899994,136.639999,134.699997,136.369995,120.207245,239483900,12542.30957,12604.16992,12471.49023,12588.30957,12588.30957,197110000,69.449997,70.800003,69.099998,70.5,68.909172,678400,1.2744,1.278,1.2788,1.2689,0,108.95,107.69,109.25,107.66,200900,0,86.6,85.3,87.03,85.04,1,61002,61033,61225,60511,62420,1,1.584,1.584,1.584,1.584,0,1560.25,1572.3,1572.5,1546.35,0,626.9,633.3,633.3,619.7,0,1150,81.31,81.095,81.515,81.08,28850,1,45.900002,46.77,45.349998,46.470001,44.163116,22350700,31.82,32.049999,31.629998999999998,31.93,31.93,10099100 +2012-11-19,167.75,168.160004,167.380005,167.869995,167.869995,6764500,137.899994,139.149994,136.410004,139.130005,122.64011399999998,151495800,12590.23047,12796.19043,12590.23047,12795.95996,12795.95996,136910000,72.199997,74.599998,71.949997,74.449997,72.770027,701400,1.2813,1.2739,1.2822,1.2731,1,111.7,109.2,112.2,109.19,232660,1,89.19,87.38,89.88,87.19,1,61597,61020,61670,60962,55410,1,1.6130000000000002,1.6130000000000002,1.6130000000000002,1.6130000000000002,1,1577.7,1564.95,1584.45,1560.85,1,641.3,628.9,646.2,627.1,1,1125,80.922,81.25,81.28,80.835,17490,0,47.560001,47.849998,47.209999,47.77,45.398571,15537800,32.52,32.93,32.5,32.669998,32.669998,9312500 +2012-11-20,167.75,168.020004,166.839996,167.389999,167.389999,5496100,138.910004,139.419998,138.080002,139.190002,122.693008,119807400,12790.88965,12808.55957,12701.07031,12788.50977,12788.50977,134160000,74.650002,75.0,73.199997,73.699997,72.036957,638000,1.2818,1.2813,1.283,1.2765,1,109.83,111.8,111.85,109.01,236770,0,87.27,89.22,89.26,86.24,0,61536,61516,61971,61425,53080,0,1.668,1.668,1.668,1.668,1,1580.85,1577.5,1585.7,1569.8,1,637.0,641.4,643.9,635.2,0,1125,81.0,81.025,81.075,80.845,13520,1,47.540001,47.73,47.080002,47.360001,45.008923,10107900,32.41,32.529999,31.59,31.950001,31.950001,16924600 +2012-11-21,167.190002,167.820007,166.970001,167.559998,167.559998,3810700,139.309998,139.570007,139.029999,139.449997,122.92218,81710800,12788.36035,12845.99023,12786.12988,12836.88965,12836.88965,97300000,73.5,76.5,73.349998,75.75,74.040695,675000,1.2829,1.2817,1.2833,1.2734,1,110.86,110.49,111.46,109.55,192520,1,87.69,87.33,87.94,86.42,1,62047,61602,62160,61510,45720,1,1.68,1.68,1.68,1.68,1,1580.35,1580.8,1584.6,1567.1,0,646.0,637.3,654.2,631.5,1,1100,80.96600000000002,80.98,81.3,80.945,4950,0,47.34,48.139999,47.0,48.080002,45.69318,8856600,32.0,32.169998,31.68,32.119999,32.119999,9170100 +2012-11-23,167.970001,170.009995,167.800003,169.610001,169.610001,6110100,140.130005,141.399994,140.03999299999998,141.350006,124.597,65409200,12833.12988,13011.4502,12832.98047,13009.53027,13009.53027,61110000,76.5,78.199997,75.699997,77.150002,75.40911899999998,452800,1.2976,1.2883,1.2992,1.2868,1,111.38,110.47,111.54,110.1,103820,1,88.27,87.71,88.56,86.74,1,63526,62190,63620,62115,66190,1,1.693,1.693,1.693,1.693,1,1622.6,1583.05,1625.4,1575.4,1,666.3,654.9,669.6,652.2,1,0,80.236,80.755,80.76,80.155,20540,0,48.349998,49.0,47.880001,48.740002,46.320419,12737700,32.099998,32.450001,32.099998,32.32,32.32,2181900 +2012-11-26,169.559998,169.729996,169.25,169.429993,169.429993,5377700,140.649994,141.360001,140.190002,141.050003,124.332558,100124400,13008.4502,13008.4502,12900.16992,12967.37012,12967.37012,114360000,76.800003,77.449997,76.050003,77.199997,75.45796999999997,678200,1.2973,1.2972,1.2985,1.2943,0,110.92,111.16,111.48,110.27,134490,0,87.77,88.29,88.38,87.35,0,63734,63300,64142,63225,63210,1,1.666,1.666,1.666,1.666,0,1615.6,1616.6,1618.35,1605.7,0,665.8,667.1,672.2,661.0,0,1100,80.266,80.23,80.34,80.18,13150,1,48.5,48.75,47.860001,48.75,46.329918,12536000,32.060001,32.240002000000004,32.0,32.189999,32.189999,2919200 +2012-11-27,169.139999,169.399994,168.619995,168.71000700000005,168.71000700000005,7314400,140.910004,141.389999,140.240005,140.330002,123.697891,128646200,12963.37988,12980.19043,12868.25977,12878.12988,12878.12988,117900000,76.849998,77.199997,74.699997,74.849998,73.16100300000002,586800,1.2945,1.297,1.301,1.2915,0,109.87,111.0,111.36,109.31,178240,0,87.34,87.91,88.34,86.91,0,63536,63877,64133,63361,51680,0,1.639,1.639,1.639,1.639,0,1612.4,1615.65,1622.85,1611.35,0,669.1,666.5,673.8,665.4,1,1125,80.43,80.12,80.505,80.07,18600,1,48.27,48.48,47.459999,47.459999,45.103958,18502000,32.119999,32.23,31.83,31.98,31.98,4624300 +2012-11-28,165.429993,166.839996,165.380005,166.550003,166.550003,12880100,139.759995,141.53999299999995,139.0,141.46000700000005,124.69397,177086500,12875.55957,12989.09961,12765.32031,12985.11035,12985.11035,131000000,73.050003,74.25,72.5,74.199997,72.525665,972200,1.2953,1.2944,1.2956,1.288,1,109.51,109.95,110.17,108.44,192920,0,86.59,87.42,87.44,85.45,0,63110,63427,63613,61951,62090,0,1.633,1.633,1.633,1.633,0,1612.3,1611.55,1615.15,1583.5,0,674.6,669.2,675.9,647.2,1,1125,80.354,80.39,80.61,80.275,15930,0,46.580002,47.919998,46.25,47.900002,45.52212100000001,14299200,31.370001000000002,31.799999,31.290001,31.790001,31.790001,6680400 +2012-11-29,167.139999,167.5,166.850006,167.179993,167.179993,7446800,141.990005,142.509995,141.369995,142.119995,125.275719,151085900,12977.34961,13062.55957,12961.91992,13021.82031,13021.82031,113620000,74.650002,74.849998,71.650002,72.550003,70.91291,1033200,1.2978,1.2952,1.3014,1.2938,1,110.76,109.7,111.3,109.45,254910,1,87.71,86.62,88.75,86.6,1,63052,63010,63199,62264,56910,0,1.62,1.62,1.62,1.62,0,1614.15,1612.6,1625.7,1605.05,1,685.2,670.8,689.8,666.75,1,1125,80.209,80.32,80.365,80.025,19820,0,48.130001,48.470001,47.560001,48.040001,45.655167,9941800,32.419998,32.509997999999996,32.110001000000004,32.169998,32.169998,5670600 +2012-11-30,166.940002,167.220001,165.529999,166.050003,166.050003,8412300,142.139999,142.419998,141.660004,142.149994,125.302147,136568300,13022.04981,13053.74023,12988.67969,13025.58008,13025.58008,171070000,72.300003,73.050003,71.25,72.400002,70.766289,683100,1.2986,1.2978,1.3028,1.2969,1,111.23,110.35,111.34,110.25,162850,1,88.83,87.79,89.12,87.6,1,61185,62882,62949,60968,33780,0,1.616,1.616,1.616,1.616,0,1603.8,1614.2,1621.6,1597.45,0,686.25,682.3,691.35,677.0,1,1125,80.163,80.195,80.34,80.03,15930,0,47.759998,48.279999,47.060001,47.549999,45.189491,11111000,32.369999,32.619999,32.330002,32.560001,32.560001,3811900 +2012-12-03,166.110001,166.919998,166.03999299999995,166.130005,166.130005,6363400,142.800003,142.919998,141.339996,141.449997,124.685127,124656300,13027.73047,13087.32031,12959.41992,12965.59961,12965.59961,112900000,72.25,72.800003,70.25,70.400002,68.811417,663300,1.3054,1.2984,1.3077,1.2972,1,110.92,110.96,112.33,110.6,195730,0,88.89,88.89,90.37,88.7,1,61814,62301,62301,61505,1460,1,1.622,1.622,1.622,1.622,1,1608.1,1605.3,1615.1,1593.6,1,689.45,681.5,690.3,681.5,1,1125,79.872,80.195,80.215,79.78,23560,0,47.52,47.66,46.43,46.48,44.172607,14753700,33.040001000000004,33.110001000000004,32.529999,32.599998,32.599998,5152600 +2012-12-04,164.059998,164.830002,163.869995,164.419998,164.419998,10208900,141.440002,141.869995,140.869995,141.25,124.508881,127512200,12966.4502,13022.50977,12940.07031,12951.78027,12951.78027,125290000,69.5,70.650002,69.0,70.099998,68.518188,802900,1.3094,1.3053,1.3109,1.3045,1,109.84,110.92,110.92,109.15,213910,0,88.4,89.02,89.27,87.66,0,60671,62200,62200,60433,610,0,1.605,1.605,1.605,1.605,0,1583.5,1608.05,1608.05,1581.55,0,681.1,680.2,683.5,678.7,0,1125,79.634,79.885,79.92,79.59,21330,0,45.880001,46.98,45.73,46.650002,44.33417100000001,11930500,32.23,32.57,32.16,32.400002,32.400002,3167500 +2012-12-05,164.220001,164.5,163.199997,164.119995,164.119995,10646800,141.369995,142.160004,140.369995,141.5,124.72921,147300500,12948.95996,13089.11035,12923.44043,13034.49023,13034.49023,161230000,69.949997,70.150002,66.599998,66.75,65.243782,1231900,1.3068,1.3095,1.3128,1.3061,0,108.81,109.87,110.57,108.64,184650,0,87.89,88.54,89.09,87.5,0,60452,60825,61084,60033,440,0,1.591,1.591,1.591,1.591,0,1581.85,1583.0,1596.95,1571.2,0,685.95,681.4,681.4,675.0,1,1100,79.764,79.62,79.845,79.565,17870,1,46.68,46.700001,45.220001,45.349998,43.098705,16368500,32.400002,32.459998999999996,32.060001,32.220001,32.220001,4802100 +2012-12-06,163.720001,165.0,163.529999,164.5,164.5,7301600,141.369995,142.03999299999995,141.160004,141.979996,125.152298,103220600,13026.19043,13076.87988,13007.83984,13074.04004,13074.04004,116850000,66.900002,68.099998,66.650002,67.900002,66.367828,733800,1.2968,1.3068,1.3088,1.2949,0,107.03,108.63,109.16,106.63,215280,0,86.35,87.91,88.27,85.72,0,62440,62300,62845,61601,75900,1,1.586,1.586,1.586,1.586,0,1596.7,1581.8,1601.65,1573.9,1,695.55,684.05,685.55,683.25,1,1100,80.253,79.865,80.32,79.725,25640,1,45.330002,46.139999,45.25,45.549999,43.28878,13228400,31.74,31.83,31.41,31.66,31.66,6449400 +2012-12-07,164.880005,165.220001,164.600006,165.160004,165.160004,7289500,142.529999,142.690002,141.669998,142.410004,125.531403,108726400,13072.87012,13157.28027,13072.87012,13155.12988,13155.12988,124130000,68.349998,68.849998,67.0,67.699997,66.17234,479900,1.2927,1.2969,1.2974,1.2881,0,107.02,107.05,107.89,106.66,181180,0,85.92,86.47,87.0,85.85,0,62492,62476,62800,61908,64010,1,1.6230000000000002,1.6230000000000002,1.6230000000000002,1.6230000000000002,1,1607.85,1596.65,1610.65,1590.95,1,696.5,693.2,699.2,688.0,1,1100,80.402,80.27,80.975,80.225,32250,1,45.959999,46.200001,45.66,45.93,43.64991,10047800,31.68,31.75,31.450001,31.530001000000002,31.530001000000002,3483600 +2012-12-10,166.110001,166.160004,165.71000700000005,165.800003,165.800003,4646600,142.21000700000005,142.809998,142.149994,142.470001,125.584244,98840700,13154.88965,13195.34961,13139.08008,13169.87988,13169.87988,118530000,68.599998,68.75,67.150002,67.550003,66.025734,536000,1.2941,1.2901,1.2947,1.2879,1,107.33,107.3,108.54,107.01,168700,1,85.69,86.05,86.85,85.4,0,62948,62658,63265,62658,38760,1,1.618,1.618,1.618,1.618,0,1622.85,1608.9,1629.0,1607.85,1,703.25,700.0,700.0,700.0,1,1100,80.33,80.54,80.57,80.27,19740,0,46.299999,46.669998,46.099998,46.52,44.210629,9836300,31.65,31.74,31.26,31.389999,31.389999,3165500 +2012-12-11,165.449997,165.660004,165.119995,165.649994,165.649994,4724000,143.059998,144.110001,142.990005,143.440002,126.439278,152570400,13170.33984,13306.57031,13170.33984,13248.44043,13248.44043,124510000,67.300003,67.599998,66.75,67.0,65.48814399999999,383800,1.3006,1.2942,1.3016,1.2929,1,108.01,107.45,108.37,107.09,160060,1,85.71,85.76,86.43,85.27,1,62324,62850,62850,62102,40030,0,1.656,1.656,1.656,1.656,1,1632.9,1623.15,1642.1,1616.65,1,695.3,700.0,700.0,693.75,0,1100,80.054,80.32,80.37,80.0,17270,0,46.380001,46.720001,46.23,46.279999,43.982536,7457600,31.42,31.49,31.219998999999998,31.469998999999998,31.469998999999998,4883300 +2012-12-12,166.199997,166.940002,165.360001,165.770004,165.770004,14164700,144.0,144.550003,143.309998,143.509995,126.500969,145880100,13250.04981,13329.44043,13227.44043,13245.4502,13245.4502,127510000,67.75,69.349998,66.650002,68.800003,67.247536,913700,1.3074,1.3007,1.3098,1.2994,1,109.5,108.14,110.5,108.14,169430,1,86.78,85.76,87.75,85.75,1,63224,62359,63440,62260,65250,1,1.702,1.702,1.702,1.702,1,1628.3,1633.0,1647.25,1627.25,0,699.65,692.15,696.6,692.15,1,1100,79.81,80.07,80.11,79.365,45360,0,46.720001,47.959999,46.610001,47.630001,45.265526,23020300,31.85,32.110001000000004,31.540001,31.780001000000002,31.780001000000002,6033600 +2012-12-13,163.869995,164.899994,163.779999,164.369995,164.369995,9332800,143.419998,143.830002,142.270004,142.630005,125.725304,135715000,13241.37988,13264.41016,13147.19043,13170.71973,13170.71973,101190000,67.150002,67.949997,66.150002,66.599998,65.097153,560400,1.3078,1.3074,1.3102,1.3041,1,107.91,109.36,109.52,107.8,77620,0,86.14,86.78,86.98,85.83,0,61508,63065,63065,61415,80300,0,1.732,1.732,1.732,1.732,1,1614.35,1628.4,1630.4,1603.55,0,690.25,685.7,686.1,679.95,0,1100,79.913,79.9,80.035,79.785,19360,1,46.560001,46.889999,45.970001,46.34,44.039562,15955300,31.620001000000002,31.860001,31.440001000000002,31.58,31.58,2738100 +2012-12-14,164.169998,164.479996,164.020004,164.130005,164.130005,5351700,142.320007,142.580002,141.880005,142.100006,125.258102,137701700,13170.79981,13190.41016,13118.45996,13135.00977,13135.00977,117620000,66.5,67.75,66.300003,67.25,65.73249100000001,442200,1.3163,1.3079,1.3175,1.3067,1,109.15,108.2,109.58,108.2,16500,1,86.82,86.22,87.01,86.14,1,61294,61647,61937,61223,46610,0,1.704,1.704,1.704,1.704,0,1618.2,1614.4,1621.25,1606.85,1,703.4,692.4,705.0,690.8,1,1080,79.56,79.955,79.97,79.495,13370,0,46.150002,46.75,45.959999,46.48,44.172607,12424800,31.65,31.82,31.549999,31.809998999999998,31.809998999999998,2527000 +2012-12-17,164.160004,164.619995,164.130005,164.440002,164.440002,8173300,142.470001,143.850006,142.429993,143.770004,126.730164,143238200,13135.16992,13244.33008,13134.62988,13235.38965,13235.38965,142980000,67.550003,68.050003,66.449997,68.0,66.46556899999999,553000,1.3165,1.319,1.3192,1.3144,1,107.64,108.3,108.5,107.58,129070,0,87.45,86.98,87.81,86.58,1,61484,61444,61820,61230,50580,1,1.773,1.773,1.773,1.773,1,1608.25,1614.85,1616.9,1604.05,0,697.2,700.05,700.05,700.05,0,1080,79.513,79.59,79.675,79.49,2240,0,46.32,46.700001,46.060001,46.509998,44.201118,9087200,31.85,32.099998,31.83,32.009997999999996,32.009997999999996,2790100 +2012-12-18,164.350006,164.429993,160.899994,162.080002,162.080002,23995000,144.0,145.5,143.78999299999995,145.369995,128.140533,177762800,13236.61035,13365.86035,13232.58008,13350.95996,13350.95996,152920000,68.050003,68.25,64.400002,65.349998,63.875362,834800,1.3230000000000002,1.3164,1.3239,1.3155,1,108.84,107.98,108.98,107.93,137270,1,87.96,87.69,88.4,87.45,1,60687,61607,62164,60566,75070,0,1.821,1.821,1.821,1.821,1,1598.4,1608.35,1617.25,1590.15,0,689.85,693.0,693.0,692.65,0,1080,79.387,79.62,79.65,79.29,21580,0,46.52,46.610001,45.389999,45.75,43.478855,14998700,32.099998,32.27,31.92,32.18,32.18,3494600 +2012-12-19,161.309998,162.220001,161.110001,161.690002,161.690002,12991600,145.529999,145.580002,144.240005,144.28999299999995,127.188545,150895400,13351.04004,13357.7002,13251.74023,13251.96973,13251.96973,149020000,64.949997,65.050003,63.349998,63.599998,62.164852,509300,1.3228,1.3230000000000002,1.331,1.3222,0,110.36,108.9,110.48,108.74,162390,1,89.91,89.44,91.4,89.31,1,59607,60556,60700,59525,86290,0,1.807,1.807,1.807,1.807,0,1588.45,1598.35,1602.8,1579.55,0,694.0,691.9,699.6,687.3,1,1080,79.313,79.38,79.405,79.015,31550,0,45.529999,45.799999,45.279999,45.360001,43.108212,10954600,32.259997999999996,32.880001,32.209998999999996,32.669998,32.669998,5515200 +2012-12-20,159.869995,160.119995,158.389999,159.729996,159.729996,25148400,144.380005,145.139999,143.979996,145.119995,127.920128,168487000,13246.66992,13314.63965,13216.03027,13311.71973,13311.71973,119800000,62.5,63.549999,61.900002,63.299999,61.871635,703500,1.3244,1.3228,1.3297,1.3189,1,110.2,110.1,110.66,109.7,136540,0,89.92,89.73,90.59,89.31,1,57351,59501,59914,57223,108530,0,1.8,1.8,1.8,1.8,0,1555.5,1588.6,1595.55,1542.15,0,679.25,685.0,685.0,673.4,0,1080,79.31,79.405,79.43,79.065,21970,0,44.849998,45.200001,44.16,45.07,42.832607,14517200,32.630001,32.950001,32.560001,32.73,32.73,3195900 +2012-12-21,159.820007,160.759995,159.779999,160.330002,160.330002,13445400,142.169998,144.089996,141.940002,142.78999299999995,126.759018,245883800,13309.9502,13309.9502,13122.53027,13190.83984,13190.83984,413270000,63.200001,64.599998,62.849998,63.599998,62.164852,566500,1.3188,1.3245,1.3255,1.3159,0,108.97,110.2,110.28,108.66,132660,0,88.91,90.1,90.16,88.04,0,58286,57599,58466,57288,85470,1,1.77,1.77,1.77,1.77,0,1539.3,1555.0,1558.45,1526.55,0,681.3,681.0,681.0,680.7,1,1080,79.712,79.375,79.735,79.34,22720,1,44.669998,45.549999,44.66,45.18,42.937145,11377700,32.16,32.360001000000004,32.02,32.360001000000004,32.360001000000004,6278500 +2012-12-24,160.880005,160.96000700000005,160.470001,160.619995,160.619995,3699400,142.479996,142.559998,142.190002,142.350006,126.368462,53874600,13190.15039,13190.37988,13128.54981,13138.92969,13138.92969,47710000,63.599998,64.150002,62.950001,63.5,62.067112,164500,1.3186,1.3188,1.3234,1.3167,0,108.8,109.02,109.22,108.13,49450,0,88.79,88.66,88.91,88.25,0,57729,58149,58338,57665,41990,0,1.776,1.776,1.776,1.776,1,1538.75,1544.15,1553.5,1536.05,0,685.8,683.5,688.6,681.4,1,1080,79.745,79.7,79.8,79.445,8260,1,44.860001,44.900002,44.18,44.849998,43.063889,5888200,32.189999,32.25,32.110001000000004,32.240002000000004,32.240002000000004,1541600 +2012-12-26,161.360001,161.490005,160.639999,160.779999,160.779999,4961800,142.639999,142.71000700000005,141.350006,141.75,125.83578500000002,106947700,13138.84961,13174.87988,13076.87012,13114.58984,13114.58984,79410000,64.449997,64.449997,62.950001,63.599998,62.164852,266000,1.3224,1.3183,1.3255,1.317,1,111.07,109.15,111.52,109.0,75290,1,91.14,88.66,91.34,88.63,1,57472,57790,57860,57270,42960,0,1.749,1.749,1.749,1.749,0,1544.15,1550.3,1551.55,1537.2,1,691.4,691.35,691.35,691.35,1,1080,79.704,79.735,79.81,79.47,9970,0,45.029999,45.240002,44.68,45.150002,43.351944,7026700,33.049999,33.23,32.919998,33.150002,33.150002,5560400 +2012-12-27,160.229996,161.309998,160.050003,161.160004,161.160004,8937700,141.78999299999995,142.080002,139.919998,141.559998,125.667068,167920600,13114.96973,13141.74023,12964.08008,13096.30957,13096.30957,100160000,62.950001,64.349998,62.650002,63.599998,62.164852,691500,1.3236,1.3225,1.3285,1.3201,1,110.8,110.78,111.33,110.1,104800,0,91.09,91.06,91.5,90.1,0,58175,57597,58444,57227,66890,1,1.734,1.734,1.734,1.734,0,1537.6,1544.0,1551.75,1532.4,0,707.35,694.6,694.6,694.6,1,1080,79.719,79.64,79.89,79.42,15350,1,44.759998,45.900002,44.689999,45.439999,43.630394,17914700,33.169998,33.220001,32.77,33.189999,33.189999,3909400 +2012-12-28,160.940002,160.970001,160.149994,160.53999299999995,160.53999299999995,6852900,140.639999,141.419998,139.869995,140.029999,124.308876,148806700,13095.08008,13095.45996,12926.86035,12938.11035,12938.11035,85980000,63.450001,64.0,62.650002,62.75,61.334038,350300,1.3216,1.3236,1.3258,1.3167,0,110.62,111.24,111.38,109.83,117890,0,90.76,91.31,91.65,90.48,0,57516,58151,58151,57440,41920,0,1.7009999999999998,1.7009999999999998,1.7009999999999998,1.7009999999999998,0,1524.7,1536.6,1542.95,1519.6,0,699.6,717.2,717.2,717.2,0,1080,79.785,79.725,80.05,79.685,15290,1,45.290001,45.689999,44.880001,44.93,43.140705,10707600,33.18,33.259997999999996,32.880001,33.040001000000004,33.040001000000004,4069100 +2012-12-31,160.899994,162.75,160.770004,162.020004,162.020004,11786200,139.660004,142.559998,139.53999299999998,142.410004,126.421715,243935200,12938.19043,13109.12988,12883.88965,13104.13965,13104.13965,145740000,62.849998,64.650002,62.75,64.400002,62.946804,485300,1.3196,1.3214,1.3236,1.3173,0,111.11,110.35,111.34,109.38,98680,1,91.77,90.44,92.02,90.03,1,57864,57749,58030,57523,37410,1,1.756,1.756,1.756,1.756,1,1543.0,1527.3,1544.15,1519.15,1,704.6,697.3,707.0,696.1,1,1080,79.87100000000002,79.735,79.96,79.69,11780,1,45.0,46.59,44.950001,46.389999,44.542557,16214700,32.900002,33.470001,32.889998999999996,33.369999,33.369999,4750100 +2013-01-02,163.490005,164.139999,163.139999,163.169998,163.169998,10431800,145.110001,146.149994,144.729996,146.059998,129.66188,192059000,13104.29981,13412.70996,13104.29981,13412.54981,13412.54981,161430000,65.800003,66.5,65.599998,66.300003,64.80393199999999,456900,1.3186,1.3205,1.3302,1.3157,0,112.47,111.5,112.9,111.27,183140,1,92.94,91.88,93.97,91.66,1,58938,58016,59580,57896,88590,1,1.835,1.835,1.835,1.835,1,1571.5,1540.15,1580.95,1539.4,1,706.9,698.3,718.7,697.9,1,1080,79.94800000000002,79.62,80.03,79.46,18900,1,47.23,47.529999,46.91,47.099998,45.224281,13210600,34.0,34.09,33.700001,33.82,33.82,5544800 +2013-01-03,162.479996,162.880005,160.830002,161.199997,161.199997,16117500,145.990005,146.369995,145.339996,145.729996,129.368927,144761800,13413.00977,13430.59961,13358.29981,13391.36035,13391.36035,129630000,66.25,66.300003,63.049999,63.349998,61.920502,649600,1.3048,1.3187,1.3192,1.3046,0,112.14,112.2,112.42,111.63,190290,0,92.84,92.93,93.32,92.51,0,58651,58910,59340,58550,56890,0,1.911,1.911,1.911,1.911,1,1555.15,1571.65,1580.75,1555.15,0,693.2,707.0,707.8,691.17,0,1080,80.515,79.93,80.595,79.92,33630,1,46.740002,47.060001,45.07,45.139999,43.342342,22829200,33.849998,33.950001,33.700001,33.740002000000004,33.740002000000004,3915400 +2013-01-04,159.520004,160.630005,158.889999,160.440002,160.440002,19179800,145.970001,146.610001,145.669998,146.369995,129.937088,116817700,13391.04981,13447.11035,13376.23047,13435.20996,13435.20996,107590000,62.75,63.5,61.75,63.299999,61.871635,596000,1.3069,1.3048,1.3091,1.2999,1,111.31,111.72,111.78,110.38,191330,0,93.17,92.91,93.25,91.56,1,57537,58525,58525,56805,110300,0,1.903,1.903,1.903,1.903,0,1560.8,1555.1,1565.4,1543.6,1,687.8,679.05,691.1,679.05,0,1080,80.61,80.77,80.995,80.52,40390,1,44.790001,45.330002,44.5,45.330002,43.524776,16822300,33.700001,33.889998999999996,33.57,33.880001,33.880001,5940900 +2013-01-07,159.360001,159.96000700000005,159.149994,159.429993,159.429993,9361800,145.850006,146.110001,145.429993,145.970001,129.582047,110002500,13436.12988,13436.12988,13343.32031,13384.29004,13384.29004,113120000,62.650002,63.25,61.799999,61.950001,60.552097,462800,1.3117,1.3072,1.3121,1.3018,1,111.4,111.42,111.69,110.54,203500,1,93.31,93.23,93.38,92.44,1,57983,58200,58424,57768,67630,0,1.901,1.901,1.901,1.901,0,1561.1,1563.8,1571.15,1551.4,0,672.7,691.4,692.8,665.2,0,1080,80.369,80.61,80.8,80.335,36590,0,44.849998,45.049999,44.439999,44.48,42.708626,15483900,33.720001,33.970001,33.630001,33.919998,33.919998,2853400 +2013-01-08,160.46000700000005,160.990005,160.009995,160.559998,160.559998,7694800,145.71000700000005,145.910004,144.979996,145.550003,129.209152,121265100,13377.41992,13377.41992,13293.12988,13328.84961,13328.84961,129570000,61.849998,62.25,61.150002,62.150002,60.747581,552700,1.3083,1.3116,1.3142,1.3058,0,111.94,111.42,112.47,111.12,194000,1,93.16,93.41,93.89,92.77,0,58470,58050,58650,58050,64000,1,1.864,1.864,1.864,1.864,0,1582.35,1560.95,1587.35,1553.4,1,673.7,672.9,679.2,664.7,1,1080,80.445,80.31,80.57,80.22,15520,1,44.52,44.700001,43.990002,44.650002,42.871861,11815600,34.009997999999996,34.029999,33.73,33.959998999999996,33.959998999999996,3841500 +2013-01-09,160.770004,160.830002,159.899994,160.490005,160.490005,8334200,145.869995,146.320007,145.639999,145.919998,129.537582,90745600,13329.91992,13416.54981,13329.08008,13390.50977,13390.50977,123070000,62.049999,62.299999,60.599998,61.700001,60.307732,712800,1.3064,1.3081,1.3096,1.3037,0,111.76,111.9,112.23,111.11,171950,0,93.25,93.18,93.68,92.71,1,57970,58350,58398,57705,52280,0,1.86,1.86,1.86,1.86,0,1594.95,1582.0,1603.6,1578.4,1,686.9,673.6,693.2,673.1,1,1080,80.67699999999998,80.51,80.75,80.45,27720,1,44.619999,44.720001,44.130001,44.360001,42.593407,7690400,33.950001,34.07,33.740002000000004,33.880001,33.880001,2752600 +2013-01-10,161.610001,162.559998,161.610001,161.979996,161.979996,11432600,146.729996,147.089996,145.970001,147.080002,130.567337,130735400,13391.82031,13478.2002,13382.29004,13471.21973,13471.21973,133520000,62.5,64.5,62.5,64.199997,62.751316,638400,1.3271,1.3065,1.3273,1.3039,1,111.89,111.68,113.29,111.6,196970,1,93.88,93.22,94.73,93.11,1,58680,58064,58730,57881,58550,1,1.899,1.899,1.899,1.899,1,1634.95,1594.85,1637.55,1594.3,1,698.6,686.5,705.2,686.2,1,1080,79.817,80.75,80.79,79.745,38460,0,44.860001,45.59,44.849998,45.41,43.601585,16542800,34.279999,34.32,34.060001,34.169998,34.169998,3457900 +2013-01-11,161.860001,161.899994,160.110001,161.059998,161.059998,13675600,147.03999299999995,147.149994,146.610001,147.070007,130.558502,113917300,13471.4502,13496.67969,13439.96973,13488.42969,13488.42969,119200000,64.300003,65.550003,63.900002,65.25,63.777626,715200,1.3344,1.3272,1.3366,1.3248,1,110.64,111.95,111.95,109.6,168070,0,93.76,93.9,94.16,92.68,0,58105,58620,58650,57810,60300,0,1.866,1.866,1.866,1.866,0,1632.4,1635.85,1641.35,1616.75,0,702.1,698.5,704.2,689.53,1,1080,79.611,79.86,79.93,79.49,30220,0,45.34,45.490002,44.889999,45.400002,43.591984,12013900,33.869999,34.110001000000004,33.700001,34.060001,34.060001,3560300 +2013-01-14,161.880005,161.970001,161.130005,161.53999299999995,161.53999299999995,7289000,146.889999,147.070007,146.429993,146.970001,130.46975700000002,89567200,13488.42969,13520.17969,13459.83984,13507.32031,13507.32031,118460000,65.849998,66.699997,65.099998,65.150002,63.67989,469400,1.3383,1.334,1.3404,1.3334,1,111.88,110.62,112.15,110.31,110230,1,94.19,93.78,94.33,92.99,1,58743,58300,58964,58300,55520,1,1.848,1.848,1.848,1.848,0,1656.75,1634.85,1664.75,1634.8,1,703.7,704.6,709.8,696.4,1,1080,79.54,79.535,79.71,79.405,25940,0,45.68,45.759998,45.189999,45.23,43.428757,8074700,34.119999,34.310001,33.830002,34.279999,34.279999,3146900 +2013-01-15,162.800003,163.169998,162.350006,162.559998,162.559998,10077800,146.28999299999995,147.21000700000005,146.199997,147.070007,130.558502,93172600,13507.32031,13546.37012,13445.79981,13534.88965,13534.88965,102280000,65.449997,66.650002,64.75,65.599998,64.11972800000001,534300,1.3304,1.3382,1.3394,1.3268,0,110.3,111.93,112.46,110.19,101260,0,93.42,94.23,94.47,93.25,0,59459,58853,59580,58765,57660,1,1.836,1.836,1.836,1.836,0,1685.5,1656.85,1706.45,1654.15,1,712.6,703.8,721.6,702.7,1,1100,79.832,79.54,79.94,79.435,33210,1,45.52,45.959999,45.040001,45.59,43.774422,9774200,34.25,34.27,33.919998,33.990002000000004,33.990002000000004,2991700 +2013-01-16,162.419998,163.029999,162.149994,162.649994,162.649994,9214700,146.770004,147.279999,146.610001,147.050003,130.540771,104849500,13534.88965,13534.88965,13468.95996,13511.23047,13511.23047,118540000,65.0,65.400002,64.449997,64.599998,63.142296,303500,1.329,1.3304,1.3325,1.3257,0,110.61,110.52,110.84,110.24,19710,1,94.16,93.44,94.39,93.13,1,59718,59584,59787,59174,51520,1,1.819,1.819,1.819,1.819,0,1690.65,1684.4,1699.95,1657.8,1,722.8,712.0,727.8,705.8,1,1100,79.854,79.765,79.95,79.66,21230,1,45.290001,45.419998,45.099998,45.209999,43.409554,8441200,34.040001000000004,34.330002,33.959998999999996,34.279999,34.279999,4235400 +2013-01-17,161.940002,164.399994,161.830002,163.350006,163.350006,14911400,147.699997,148.419998,147.149994,148.0,131.384079,133833500,13511.23047,13633.88965,13510.24023,13596.01953,13596.01953,183900000,64.150002,64.900002,63.400002,64.050003,62.60471,446400,1.3377,1.3291,1.339,1.3271,1,111.1,109.74,111.38,109.45,206290,1,95.2,94.24,96.09,93.85,1,59614,59706,59706,58528,81090,0,1.884,1.884,1.884,1.884,1,1687.6,1691.0,1706.05,1673.45,0,725.4,722.8,725.8,722.8,1,1100,79.711,79.8,79.95,79.615,25250,0,44.950001,45.450001,44.540001,45.0,43.207912,12326900,34.700001,34.939999,34.599998,34.669998,34.669998,6644100 +2013-01-18,163.949997,163.970001,163.020004,163.089996,163.089996,10038100,147.970001,148.490005,147.429993,148.330002,131.67706299999998,169906000,13596.01953,13649.92969,13571.86035,13649.7002,13649.7002,260900000,64.099998,64.550003,63.400002,64.150002,62.702454,306700,1.3319,1.3377,1.3403,1.3281,0,111.89,111.1,111.97,110.47,182510,1,95.31,95.34,95.82,95.06,1,59436,59405,59698,59155,54380,0,1.84,1.84,1.84,1.84,0,1670.45,1687.35,1701.45,1664.25,0,720.2,723.7,733.0,713.7,0,1150,80.116,79.76,80.275,79.71,26100,1,45.25,45.25,44.900002,45.110001,43.313538,8141400,34.700001,34.810001,34.540001000000004,34.77,34.77,3997500 +2013-01-22,163.479996,164.220001,163.369995,163.669998,163.669998,8587900,148.330002,149.130005,147.979996,149.130005,132.387238,111797300,13649.7002,13712.20996,13622.95996,13712.20996,13712.20996,144300000,64.0,66.300003,63.5,65.650002,64.168594,556000,1.3321,1.3312,1.3373,1.3268,1,112.42,111.71,112.65,111.35,207850,1,96.24,95.25,96.38,94.98,1,59617,59396,59720,59217,48130,1,1.843,1.843,1.843,1.843,1,1700.55,1683.55,1701.9,1680.8,1,726.8,717.2,732.1,716.5,1,1175,79.973,80.185,80.19,79.785,24740,0,45.029999,45.919998,44.880001,45.82,43.995258,12118800,34.82,35.09,34.75,35.009997999999996,35.009997999999996,4393500 +2013-01-23,163.919998,163.949997,163.0,163.21000700000005,163.21000700000005,6697000,149.130005,149.5,148.860001,149.369995,132.600281,104596100,13712.20996,13794.29004,13710.12988,13779.330080000002,13779.330080000002,104490000,65.150002,66.199997,64.150002,64.199997,62.751316,469600,1.3318,1.3321,1.3356,1.3265,0,112.8,112.42,113.15,112.06,239710,1,95.56,96.87,97.03,95.06,0,59865,59680,59974,59525,52520,1,1.828,1.828,1.828,1.828,0,1688.4,1701.0,1704.45,1686.75,0,724.1,726.9,728.8,722.4,0,1175,79.99,79.94,80.22,79.765,18760,1,45.619999,45.720001,44.540001,44.560001,42.785439,16697100,34.919998,35.009997999999996,34.380001,34.610001000000004,34.610001000000004,6150300 +2013-01-24,161.979996,162.270004,161.179993,161.419998,161.419998,13188300,149.149994,150.139999,149.009995,149.410004,132.635803,146426400,13779.330080000002,13879.66016,13779.330080000002,13825.330080000002,13825.330080000002,124780000,63.25,64.050003,60.849998,60.900002,59.525787,593500,1.3376,1.3319,1.3394,1.3287,1,113.28,112.76,113.65,112.4,211580,1,95.97,95.56,96.75,95.19,1,58953,59780,59780,58881,65490,0,1.852,1.852,1.852,1.852,1,1681.1,1688.55,1692.7,1676.15,0,726.7,724.4,728.8,716.8,1,1175,80.007,80.05,80.225,79.925,18940,1,44.220001,44.419998,43.099998,43.23,41.508408,25261700,34.799999,35.0,34.689999,34.759997999999996,34.759997999999996,4813600 +2013-01-25,160.559998,161.03999299999995,160.309998,160.649994,160.649994,9037400,149.880005,150.25,149.369995,150.25,133.3815,147211600,13825.330080000002,13895.98047,13825.330080000002,13895.98047,13895.98047,130300000,60.450001,60.700001,57.0,57.299999,56.00701899999999,1317700,1.3462,1.3377,1.3481,1.335,1,113.28,113.28,113.84,112.83,204350,0,96.09,95.98,96.59,95.46,1,58250,58954,59034,58176,50630,0,1.949,1.949,1.949,1.949,1,1696.15,1681.35,1696.95,1675.15,1,741.8,726.6,742.1,723.2,1,1175,79.82,80.08,80.175,79.745,28050,0,42.950001,43.060001,41.900002,41.919998,40.250576,35696400,34.869999,34.919998,34.540001000000004,34.779999,34.779999,3823000 +2013-01-28,160.240005,160.729996,160.020004,160.28999299999995,160.28999299999995,8491600,150.28999299999995,150.330002,149.509995,150.070007,133.22166399999998,113357700,13895.98047,13915.71973,13862.57031,13881.92969,13881.92969,113570000,57.150002,58.599998,56.400002,58.049999,56.740097,950800,1.3456,1.3464,1.3478,1.3424,0,113.48,113.45,113.8,112.6,172160,1,96.55,96.09,96.86,95.52,1,57762,58151,58454,57677,62550,0,1.965,1.965,1.965,1.965,1,1668.65,1693.75,1699.25,1659.95,0,737.5,742.6,749.6,734.1,0,1175,79.868,79.84,79.995,79.785,19550,1,41.959999,42.080002,41.389999,41.48,39.828098,18548900,34.959998999999996,34.990002000000004,34.57,34.939999,34.939999,3657800 +2013-01-29,161.009995,161.309998,160.690002,160.990005,160.990005,7364900,149.770004,150.850006,149.669998,150.660004,133.745453,105694400,13881.92969,13969.99023,13880.00977,13954.419919999998,13954.419919999998,108230000,58.549999,59.25,56.75,57.450001,56.489361,853900,1.3493,1.3455,1.3498,1.3415,1,114.36,113.48,114.49,113.07,208910,1,97.34,96.5,97.85,96.33,1,57906,57795,58030,57711,44520,1,1.999,1.999,1.999,1.999,1,1682.3,1668.7,1682.6,1665.8,1,751.1,738.4,751.3,737.4,1,1175,79.624,79.85,79.935,79.575,21060,0,42.119999,42.419998,41.84,42.25,40.567436,16484400,35.189999,35.41,35.060001,35.290001000000004,35.290001000000004,5911200 +2013-01-30,162.679993,163.03999299999995,162.029999,162.190002,162.190002,12010000,150.639999,150.940002,149.929993,150.070007,133.22166399999998,137447700,13954.419919999998,13966.12988,13896.9502,13910.419919999998,13910.419919999998,117200000,58.450001,59.450001,56.700001,56.950001,55.997726,727600,1.3568,1.3491,1.3588,1.3481,1,114.9,114.28,115.24,114.07,200610,1,98.03,97.39,98.31,97.39,1,59061,58030,59139,57712,77590,1,1.992,1.992,1.992,1.992,0,1688.85,1682.35,1693.45,1679.15,1,749.3,751.2,760.3,745.4,0,1175,79.32600000000002,79.625,79.665,79.21,35290,0,42.93,43.139999,41.900002,41.959999,40.288982,19525600,35.419998,35.529999,35.240002000000004,35.490002000000004,35.490002000000004,5432400 +2013-01-31,161.619995,161.809998,160.470001,161.199997,161.199997,9334000,149.889999,150.380005,149.600006,149.699997,132.893219,108975800,13910.419919999998,13941.05957,13860.580080000002,13860.580080000002,13860.580080000002,142600000,56.650002,56.75,55.5,56.0,55.06360600000001,643000,1.3579,1.3567,1.3594,1.354,1,115.55,114.91,115.76,114.28,195490,1,97.42,98.0,98.08,96.88,0,57849,59051,59084,57472,71740,0,1.985,1.985,1.985,1.985,0,1677.1,1688.8,1688.8,1667.45,0,743.8,749.4,751.7,735.9,0,1175,79.226,79.275,79.4,79.16,30050,0,41.869999,41.93,41.400002,41.619999,39.962521,12440500,35.16,35.349998,35.119999,35.279999,35.279999,4417800 +2013-02-01,162.660004,162.770004,160.869995,161.449997,161.449997,12904300,150.649994,151.419998,150.389999,151.240005,134.26036100000002,131173000,13860.580080000002,14019.78027,13860.580080000002,14009.79004,14009.79004,128420000,56.799999,57.150002,55.75,56.700001,55.751907,622500,1.364,1.3577,1.3712,1.3572,1,116.76,115.77,117.07,115.4,245850,1,97.62,97.44,98.17,96.53,1,58502,57930,58945,57729,75360,1,2.025,2.025,2.025,2.025,1,1684.7,1677.15,1693.65,1668.45,1,756.3,743.7,758.5,739.8,1,1175,79.135,79.14,79.325,78.915,43790,0,42.27,42.389999,41.549999,42.220001,40.538628,17063300,35.02,35.52,34.939999,35.349998,35.349998,5387500 +2013-02-04,161.190002,162.419998,161.149994,162.0,162.0,7354900,150.320007,151.270004,149.429993,149.53999299999995,132.75116,159073600,14009.79004,14009.79004,13866.830080000002,13880.080080000002,13880.080080000002,130420000,55.75,56.900002,55.5,56.299999,55.358593000000006,679400,1.3514,1.3642,1.3659,1.3504,0,115.6,116.5,116.67,115.32,214960,0,96.12,97.75,97.79,95.92,0,58418,58195,58661,57910,51800,0,1.957,1.957,1.957,1.957,0,1699.85,1688.35,1708.95,1684.85,1,756.7,757.9,762.1,748.2,1,1175,79.57300000000002,79.175,79.64,79.17,27260,1,42.029999,42.880001,41.990002,42.34,40.653843,9921100,34.889998999999996,35.07,34.709998999999996,34.779999,34.779999,5119900 +2013-02-05,162.75,162.78999299999995,161.330002,161.96000700000005,161.96000700000005,8979400,150.350006,151.479996,150.28999299999995,151.050003,134.09166000000002,113912400,13880.080080000002,14013.59961,13880.080080000002,13979.29981,13979.29981,134390000,56.849998,56.950001,55.549999,56.549999,55.604416,626900,1.3584,1.3514,1.3599,1.3459,1,116.52,115.47,117.23,115.01,227100,1,96.67,96.14,97.08,95.92,1,58356,58432,58790,58052,63870,0,2.005,2.005,2.005,2.005,1,1714.15,1700.0,1714.7,1687.5,1,765.6,756.6,768.9,746.0,1,1175,79.533,79.65,79.815,79.49,31430,0,42.59,42.669998,42.060001,42.259998,40.57703400000001,7646100,35.049999,35.139998999999996,34.950001,35.029999,35.029999,3171500 +2013-02-06,162.130005,162.630005,161.990005,162.389999,162.389999,6138700,150.520004,151.259995,150.410004,151.160004,134.189316,138762800,13979.29981,13991.61035,13913.17969,13986.51953,13986.51953,127560000,56.5,56.950001,56.349998,56.549999,55.604416,299300,1.3523,1.3584,1.3598,1.3495,0,116.73,116.45,117.05,115.72,207780,1,96.81,96.7,97.05,95.11,1,58376,58275,58478,58076,41840,1,1.964,1.964,1.964,1.964,0,1737.6,1713.55,1741.9,1711.15,1,764.2,765.2,772.2,757.2,0,1200,79.767,79.555,79.93,79.53,25290,1,42.220001,42.619999,42.169998,42.540001,40.845882,8173500,34.549999,35.099998,34.509997999999996,35.040001000000004,35.040001000000004,4254000 +2013-02-07,161.240005,162.96000700000005,161.130005,161.839996,161.839996,12827200,151.21000700000005,151.350006,149.860001,150.96000700000005,134.01178000000002,162490000,13986.51953,13988.05957,13852.2002,13944.04981,13944.04981,118530000,55.950001,57.450001,55.599998,56.799999,55.850227,819900,1.3396,1.3521,1.3577,1.3369,0,117.24,116.9,117.83,116.71,242300,1,95.9,96.94,97.29,95.62,0,58041,58369,58645,57762,78760,0,1.959,1.959,1.959,1.959,0,1718.35,1737.8,1742.9,1716.5,0,750.3,764.3,767.6,747.2,0,1200,80.257,79.805,80.345,79.58,46430,1,42.110001,42.939999,42.0,42.599998,40.903496,9787300,35.099998,35.150002,34.59,34.68,34.68,3943100 +2013-02-08,161.46000700000005,162.020004,161.199997,161.570007,161.570007,6085900,151.220001,151.889999,151.220001,151.800003,134.757431,103133700,13944.04981,14022.62012,13944.04981,13992.96973,13992.96973,99860000,56.650002,57.0,55.950001,56.099998,55.161934,298600,1.3365,1.3398,1.3431,1.3354,0,118.9,117.48,119.17,117.31,206480,1,95.75,95.94,96.58,95.28,0,58212,58114,58425,57966,45690,1,1.95,1.95,1.95,1.95,0,1716.75,1718.55,1733.3,1708.0,0,754.0,750.2,758.4,740.5,1,1200,80.316,80.3,80.35,80.01,25100,1,42.57,42.77,42.310001,42.32,40.634644,5593600,34.880001,34.959998999999996,34.5,34.700001,34.700001,3134300 +2013-02-11,159.779999,159.979996,159.25,159.699997,159.699997,12083500,151.740005,151.899994,151.389999,151.770004,134.73085,73775000,13992.96973,13992.96973,13940.41016,13971.24023,13971.24023,75090000,55.599998,55.599998,54.549999,54.650002,53.736183,592000,1.3407,1.3359,1.3428,1.3325,1,118.13,118.9,119.07,117.54,141280,0,97.0,95.86,97.16,95.03,1,57661,58309,58360,57542,56740,0,1.964,1.964,1.964,1.964,1,1696.3,1713.9,1719.95,1686.1,0,758.5,753.7,762.0,744.4,1,1200,80.389,80.275,80.475,80.17,29300,1,41.939999,41.970001,41.360001,41.470001,39.818501,11962600,34.549999,35.139998999999996,34.439999,35.119999,35.119999,4737100 +2013-02-12,159.350006,160.050003,158.880005,159.889999,159.889999,7632300,151.779999,152.300003,151.610001,152.020004,134.952759,65392700,13971.24023,14038.96973,13968.94043,14018.7002,14018.7002,117180000,54.650002,55.349998,53.900002,55.0,54.080326,657700,1.3454,1.3406,1.3476,1.3365,1,118.66,118.27,118.9,117.81,98000,1,97.57,97.02,97.85,96.74,1,57555,57502,57633,57211,55460,0,1.979,1.979,1.979,1.979,1,1722.45,1696.75,1724.55,1687.85,1,773.5,759.3,774.6,752.8,1,1200,80.163,80.415,80.59,79.99,27870,0,41.419998,41.990002,41.139999,41.919998,40.250576,11065200,35.259997999999996,35.389998999999996,35.169998,35.279999,35.279999,2730600 +2013-02-13,159.600006,159.639999,158.770004,159.050003,159.050003,8961300,152.330002,152.610001,151.720001,152.149994,135.06814599999998,82322600,14018.7002,14029.34961,13945.78027,13982.91016,13982.91016,130520000,55.0,55.099998,53.200001,53.299999,52.408756,668700,1.3453,1.3453,1.3521,1.3426,0,118.72,118.66,119.12,118.39,27820,1,97.17,97.62,98.14,96.66,0,57442,57699,57850,57405,41920,0,2.028,2.028,2.028,2.028,1,1722.9,1722.15,1735.75,1717.15,1,765.3,773.3,777.5,764.0,0,1200,80.167,80.1,80.255,79.915,28470,0,41.799999,42.080002,41.16,41.200001,39.559254,14594300,35.419998,35.490002000000004,34.990002000000004,35.189999,35.189999,5132600 +2013-02-14,159.309998,159.649994,158.03999299999995,158.350006,158.350006,12410200,151.690002,152.470001,151.520004,152.28999299999995,135.192444,80834300,13982.91016,13990.36035,13921.94043,13973.38965,13973.38965,114800000,53.599998,54.150002,53.049999,53.400002,52.50708,434300,1.3361,1.3451,1.3456,1.3314,0,118.0,117.9,118.29,117.25,186860,0,97.33,97.2,97.74,96.8,1,56630,57469,57630,56550,67250,0,1.998,1.998,1.998,1.998,0,1714.15,1722.85,1734.9,1709.75,0,764.5,765.4,772.5,761.6,0,1250,80.538,80.18,80.71,80.145,34170,1,41.389999,42.009998,41.349998,41.360001,39.712872,9956400,35.259997999999996,35.380001,35.16,35.27,35.27,2113900 +2013-02-15,156.419998,156.580002,154.559998,155.759995,155.759995,23374100,152.429993,152.589996,151.550003,152.110001,135.032669,215226500,13973.38965,14001.92969,13906.73047,13981.75977,13981.75977,195670000,52.650002,53.099998,50.150002,50.299999,49.458916,1177500,1.3363,1.3363,1.3394,1.3306,1,117.66,117.96,118.11,116.28,216480,0,96.12,97.42,97.55,95.29,0,56086,56689,56743,55947,70160,0,2.005,2.005,2.005,2.005,1,1680.65,1713.4,1717.05,1671.35,0,756.1,764.6,765.7,748.4,0,1250,80.57600000000002,80.48,80.675,80.305,19400,1,40.830002,40.830002,39.830002,39.889999,38.301418,22895700,34.689999,35.200001,34.48,34.720001,34.720001,7041000 +2013-02-19,155.800003,155.839996,154.929993,155.330002,155.330002,11803900,152.369995,153.279999,152.160004,153.25,136.04466200000002,95105400,13981.75977,14044.82031,13977.90039,14035.669919999998,14035.669919999998,136410000,49.700001,49.849998,48.75,49.75,48.918118,1008400,1.3388,1.3352,1.3397,1.3329,1,117.52,117.48,117.6,116.55,134900,1,96.67,96.02,96.78,95.3,1,55171,56330,56371,54872,75260,0,2.028,2.028,2.028,2.028,1,1692.6,1699.1,1703.9,1677.3,0,764.3,763.8,767.2,760.4,1,1265,80.545,80.745,80.765,80.505,15640,0,39.77,39.77,39.16,39.369999,37.802124,15353800,34.66,34.970001,34.57,34.959998999999996,34.959998999999996,4226400 +2013-02-20,153.899994,153.929993,150.839996,151.440002,151.440002,30924000,153.139999,153.190002,151.259995,151.339996,134.349121,160574800,14035.669919999998,14058.26953,13919.28027,13927.54004,13927.54004,138540000,49.049999,49.25,47.0,47.200001,46.41075900000001,1086100,1.3281,1.3387,1.3434,1.327,0,115.6,117.35,117.66,115.02,219240,0,95.56,98.59,99.0,95.86,0,53720,55259,55278,53266,115610,0,2.01,2.01,2.01,2.01,0,1648.8,1692.55,1698.9,1636.15,0,741.1,764.2,766.1,728.8,0,1265,81.155,80.46,81.23,80.35,40940,1,38.709999,38.880001,37.389999,37.450001,35.958584,37094600,34.98,35.040001000000004,33.919998,34.169998,34.169998,11400700 +2013-02-21,152.0,153.410004,151.899994,152.619995,152.619995,17964800,150.96000700000005,151.419998,149.940002,150.419998,133.532425,183257000,13927.54004,13927.54004,13834.40039,13880.62012,13880.62012,131410000,47.450001,49.200001,47.349998,49.049999,48.22982,1104200,1.3189,1.3283,1.3291,1.3161,0,113.53,115.2,115.31,113.32,248790,0,92.92,94.78,94.98,92.69,0,54112,53671,54284,53077,107880,1,1.974,1.974,1.974,1.974,0,1624.75,1648.65,1651.15,1599.25,0,735.5,740.0,740.2,708.8,0,1250,81.551,81.175,81.625,81.125,39690,1,37.610001,38.709999,37.490002,38.119999,36.601902,23221700,33.5,33.689999,33.349998,33.43,33.43,7793300 +2013-02-22,152.259995,152.990005,151.929993,152.970001,152.970001,10093200,151.149994,151.889999,150.490005,151.889999,134.837387,106356600,13880.62012,14001.19043,13880.62012,14000.57031,14000.57031,139850000,50.0,50.0,47.950001,48.049999,47.246544,696300,1.319,1.319,1.3247,1.3146,1,114.1,113.6,114.79,113.6,173500,1,93.35,93.04,93.56,92.53,1,53304,54167,54219,53156,66530,0,1.962,1.962,1.962,1.962,0,1609.9,1624.45,1631.55,1604.5,0,738.2,735.6,740.9,728.3,1,1250,81.585,81.485,81.7,81.26,33310,1,38.220001,38.459999,37.720001,37.93,36.419476,11323300,33.439999,33.630001,33.299999,33.599998,33.599998,4511500 +2013-02-25,153.520004,154.559998,153.309998,154.339996,154.339996,9488200,152.630005,152.860001,149.0,149.0,132.27182,245824800,14000.57031,14081.580080000002,13784.00977,13784.169919999998,13784.169919999998,152190000,48.75,51.549999,48.75,50.799999,49.950558,1231200,1.3062,1.3175,1.3319,1.3047,0,114.44,114.19,115.87,113.31,190540,1,92.1,93.31,94.54,92.15,0,53972,53750,54190,53512,66100,1,1.865,1.865,1.865,1.865,0,1612.5,1607.45,1630.6,1597.9,1,741.1,740.9,754.3,736.8,1,1250,81.777,81.705,82.005,81.165,50840,1,38.48,39.0,38.290001,38.57,37.033989,17100500,33.700001,33.75,33.169998,33.209998999999996,33.209998999999996,4401300 +2013-02-26,154.389999,156.800003,153.320007,156.220001,156.220001,18182300,149.720001,150.199997,148.729996,150.020004,133.177338,186596200,13784.169919999998,13918.44043,13784.169919999998,13900.12988,13900.12988,132580000,51.099998,51.849998,49.849998,51.849998,50.982998,1223900,1.3062,1.3062,1.3121,1.3018,1,112.71,113.64,114.34,112.41,257230,0,92.72,91.99,93.51,91.99,1,54582,54002,54739,53401,81870,1,1.886,1.886,1.886,1.886,1,1622.25,1611.3,1625.65,1581.1,1,745.8,740.8,748.2,730.9,1,1250,81.94,81.93,82.035,81.63,46510,1,38.759998,39.290001,38.139999,39.049999,37.494869,19392300,33.450001,33.619999,33.18,33.330002,33.330002,6548500 +2013-02-27,155.46000700000005,155.600006,154.080002,154.570007,154.570007,9596100,149.889999,152.330002,149.759995,151.910004,134.855133,150781900,13900.12988,14104.86035,13880.19043,14075.37012,14075.37012,107010000,51.900002,51.900002,49.799999,50.25,49.409756,887300,1.3139,1.306,1.3148,1.3041,1,111.87,112.8,113.35,111.65,220010,0,92.84,92.78,93.43,92.24,1,53786,54500,54500,53680,54830,0,1.9,1.9,1.9,1.9,1,1604.3,1622.35,1625.65,1592.75,0,743.15,741.0,749.45,734.8,0,1250,81.672,81.94,81.985,81.555,38850,0,38.669998,38.720001,38.139999,38.259998,36.736332,14560700,33.25,33.599998,33.209998999999996,33.400002,33.400002,5019700 +2013-02-28,154.089996,154.160004,152.389999,153.0,153.0,14864400,151.899994,152.869995,151.410004,151.610001,134.588837,126866000,14075.37012,14149.15039,14050.17969,14054.49023,14054.49023,177150000,50.049999,50.25,48.549999,49.099998,48.27898,796700,1.3056,1.3138,1.3163,1.3051,0,111.38,111.95,112.57,110.87,224450,0,91.84,92.9,93.19,91.58,0,53267,53800,54199,53145,59510,0,1.881,1.881,1.881,1.881,0,1585.25,1604.8,1607.65,1582.45,0,732.6,744.05,748.5,724.95,0,1250,82.00299999999999,81.605,82.075,81.535,27990,1,38.09,38.099998,37.220001,37.400002,35.91058,15832200,33.389998999999996,33.5,32.959998999999996,33.060001,33.060001,5313000 +2013-03-01,153.160004,153.610001,152.139999,152.440002,152.440002,11178800,151.089996,152.339996,150.410004,152.110001,135.032669,170634800,14054.49023,14107.08984,13937.59961,14089.66016,14089.66016,125920000,49.5,50.200001,48.799999,49.849998,49.016445,815400,1.3022,1.3055,1.3102,1.2967,0,110.4,110.9,111.36,109.82,251900,0,90.97,91.81,92.03,90.09,0,53711,53490,54087,52621,9310,1,1.845,1.845,1.845,1.845,0,1573.5,1585.15,1585.45,1565.55,0,718.65,726.0,726.0,714.0,0,1175,82.35799999999998,82.01,82.58,81.85,34830,1,37.540001,37.779999,37.02,37.110001,35.63213,13137000,32.66,32.779999,32.41,32.740002000000004,32.740002000000004,4953300 +2013-03-04,152.449997,152.740005,151.869995,152.300003,152.300003,6643800,151.759995,152.919998,151.520004,152.919998,135.751724,99010200,14089.66016,14128.20996,14030.37012,14127.82031,14127.82031,110810000,49.599998,49.799999,47.5,47.799999,47.000721,784600,1.3026,1.3018,1.3032,1.2982,1,110.09,110.58,110.89,109.58,226780,0,90.22,90.78,90.98,89.41,0,53801,54240,54240,53587,1110,0,1.879,1.879,1.879,1.879,1,1571.95,1578.05,1584.95,1564.15,0,712.5,722.25,725.05,711.85,0,1175,82.255,82.355,82.53,82.23,19760,0,37.040001,37.119999,35.889999,35.91,34.479916,24525200,32.599998,32.610001000000004,32.16,32.400002,32.400002,6009300 +2013-03-05,153.100006,153.389999,152.110001,152.380005,152.380005,10804200,153.660004,154.699997,153.639999,154.28999299999995,136.967926,121431900,14127.82031,14286.37012,14127.82031,14253.76953,14253.76953,112100000,48.450001,48.5,47.549999,47.650002,46.853233,620600,1.3051,1.3026,1.3077,1.3009,1,111.61,110.1,111.93,110.1,233650,1,90.83,90.3,91.06,90.09,1,53803,54434,54434,53750,780,0,1.898,1.898,1.898,1.898,1,1593.5,1572.5,1597.45,1572.5,1,732.6,725.0,735.3,722.6,1,1175,82.147,82.21,82.3,81.955,25020,0,36.389999,36.650002,35.900002,35.93,34.499123,17759700,32.540001000000004,32.740002000000004,32.400002,32.689999,32.689999,4195700 +2013-03-06,152.169998,153.380005,151.649994,153.229996,153.229996,10856000,154.839996,154.919998,154.160004,154.5,137.154327,94469900,14253.76953,14320.65039,14253.0,14296.24023,14296.24023,116510000,47.650002,48.700001,46.099998,48.700001,47.885674,1570900,1.2967,1.3053,1.3072,1.2963,0,111.06,111.83,112.23,110.46,201770,0,90.43,90.9,91.24,89.62,0,54968,54810,55500,54502,66920,1,1.939,1.939,1.939,1.939,1,1591.25,1593.55,1602.8,1576.3,0,738.05,743.4,744.95,735.65,1,1200,82.507,82.02,82.64,81.975,26040,1,35.889999,37.450001,35.57,37.439999,35.948986,33784100,32.59,32.59,32.23,32.540001000000004,32.540001000000004,4855900 +2013-03-07,153.020004,153.21000700000005,152.399994,152.690002,152.690002,6586700,154.699997,154.979996,154.520004,154.779999,137.402924,86101400,14296.24023,14354.69043,14296.24023,14329.49023,14329.49023,117080000,49.0,49.299999,47.700001,47.849998,47.049889,702800,1.3106,1.2967,1.3121,1.2967,1,111.15,111.08,111.4,110.41,213070,1,91.41,90.47,91.78,90.27,1,54656,55105,55225,54616,51390,0,1.995,1.995,1.995,1.995,1,1603.95,1591.35,1604.2,1587.95,1,757.05,746.6,758.15,746.6,1,1200,82.12299999999998,82.615,82.62,81.995,35170,0,37.529999,38.060001,36.869999,36.91,35.44009000000001,22037400,32.759997999999996,33.0,32.709998999999996,32.939999,32.939999,5622500 +2013-03-08,151.610001,153.28999299999995,151.399994,152.71000700000005,152.71000700000005,11859500,155.46000700000005,155.649994,154.660004,155.440002,137.988846,123477800,14329.49023,14413.169919999998,14329.49023,14397.07031,14397.07031,115630000,47.25,48.700001,46.700001,47.549999,46.754906,1025100,1.3006,1.3107,1.3136,1.2957,0,110.85,110.9,111.33,109.14,228950,0,91.88,91.47,92.09,90.88,1,54854,54674,55236,53892,75930,1,2.049,2.049,2.049,2.049,1,1604.8,1604.25,1609.75,1586.6,1,780.65,759.3,785.0,759.3,1,1200,82.73100000000002,82.165,82.945,82.105,39050,1,36.57,37.580002,36.310001,37.110001,35.63213,23003100,32.869999,33.099998,32.740002000000004,33.049999,33.049999,3067500 +2013-03-11,152.820007,153.059998,152.649994,152.990005,152.990005,4810700,155.320007,156.03999299999995,155.130005,156.029999,138.512604,83746800,14397.07031,14448.05957,14373.32031,14447.29004,14447.29004,94880000,47.75,47.950001,46.299999,46.650002,45.869953,738100,1.3045,1.2999,1.3054,1.298,1,110.22,110.67,110.72,109.53,164820,0,91.97,91.9,92.22,90.96,1,54593,54980,55020,54437,35940,0,2.061,2.061,2.061,2.061,1,1605.15,1600.85,1608.15,1594.85,1,780.1,781.6,784.2,770.4,0,1200,82.58,82.76,82.885,82.53,31260,0,37.220001,37.330002,36.779999,36.959999,35.488098,11375600,32.860001000000004,33.150002,32.700001,33.040001000000004,33.040001000000004,1997900 +2013-03-12,154.070007,154.690002,153.899994,154.190002,154.190002,7265700,155.919998,156.100006,155.21000700000005,155.679993,138.201843,105755800,14447.29004,14478.79981,14412.05957,14450.05957,14450.05957,102100000,47.450001,48.5,47.349998,48.25,47.443203,1058400,1.3034,1.3044,1.3076,1.2992,0,109.65,110.13,111.2,109.3,146000,0,92.61,91.97,93.5,91.63,1,54943,54672,55199,54582,47430,1,2.019,2.019,2.019,2.019,0,1594.25,1605.2,1614.7,1590.9,0,773.6,780.0,780.0,770.6,0,1200,82.595,82.675,82.815,82.425,30030,1,37.57,38.200001,37.439999,37.880001,36.371468,21810500,33.459998999999996,33.599998,33.220001,33.259997999999996,33.259997999999996,3393500 +2013-03-13,154.259995,154.600006,153.419998,153.660004,153.660004,7436400,155.759995,156.119995,155.229996,155.899994,138.397171,92550900,14450.05957,14472.79981,14411.66016,14455.28027,14455.28027,83920000,48.349998,48.549999,46.400002,46.700001,45.919117,752200,1.2961,1.3034,1.3065,1.2923,0,108.52,109.7,109.89,107.91,106230,0,92.48,92.66,93.44,91.94,0,54757,54875,55175,54580,55240,0,2.023,2.023,2.023,2.023,1,1589.0,1593.95,1601.55,1586.7,0,769.25,767.65,771.3,767.65,0,1200,82.902,82.575,83.07,82.35,50330,1,37.939999,38.029999,36.73,36.869999,35.401684,18937900,33.5,33.560001,33.029999,33.189999,33.189999,3377400 +2013-03-14,153.020004,154.169998,153.009995,153.679993,153.679993,11410400,156.309998,156.800003,155.910004,156.729996,139.13398700000002,126329900,14455.28027,14539.29004,14455.28027,14539.13965,14539.13965,117390000,46.349998,47.599998,46.200001,47.049999,46.263264,798300,1.3005,1.2961,1.3033,1.2911,1,109.42,108.36,109.98,108.18,18270,1,93.18,92.56,93.3,92.06,1,54289,54702,54702,54084,60130,0,2.037,2.037,2.037,2.037,1,1592.25,1589.0,1594.2,1578.8,1,768.8,762.0,768.1,756.0,0,1250,82.62299999999998,82.915,83.18,82.44,36800,0,36.689999,37.459999,36.57,37.25,35.766556,12373800,33.259997999999996,33.48,33.23,33.419998,33.419998,2103400 +2013-03-15,154.119995,154.720001,153.970001,154.0,154.0,5701300,155.850006,156.03999299999995,155.309998,155.830002,138.950287,138601100,14539.13965,14539.13965,14470.5,14514.11035,14514.11035,407770000,47.150002,47.5,46.849998,47.450001,46.656578,2878400,1.3076,1.3005,1.3109,1.2999,1,109.82,109.32,110.53,109.02,186110,1,93.5,93.29,93.98,93.14,1,54192,54290,54522,54146,40190,0,1.991,1.991,1.991,1.991,0,1590.95,1592.55,1598.55,1587.8,0,776.0,771.0,776.4,769.7,1,1250,82.256,82.53,82.605,82.06,15350,0,37.259998,37.57,37.099998,37.34,35.852974,12569800,33.610001000000004,33.650002,33.419998,33.599998,33.599998,2490400 +2013-03-18,155.699997,155.929993,155.0,155.380005,155.380005,9302400,154.339996,155.639999,154.199997,154.970001,138.183517,126704300,14514.11035,14521.58984,14404.20996,14452.05957,14452.05957,119640000,48.099998,48.75,47.75,48.25,47.443203,820900,1.2956,1.2959,1.2997,1.2882,0,109.51,109.83,109.83,107.78,180930,0,93.83,93.39,94.06,91.89,1,54321,54250,54555,54057,130360,1,1.955,1.955,1.955,1.955,0,1581.5,1589.75,1589.75,1572.5,0,764.3,766.8,768.9,753.6,0,1265,82.574,82.68,82.83,82.545,680,1,37.830002,38.09,37.360001,37.48,35.987389,9937400,33.040001000000004,33.75,33.0,33.650002,33.650002,3471500 +2013-03-19,155.220001,156.339996,155.100006,156.080002,156.080002,11023400,155.300003,155.509995,153.589996,154.610001,137.862427,167567300,14452.05957,14514.33984,14382.08984,14455.82031,14455.82031,122170000,48.049999,48.349998,46.950001,47.299999,46.509083,985800,1.2883,1.2957,1.2971,1.2845,0,107.45,109.41,109.54,107.25,226680,0,92.2,94.0,94.29,92.23,0,54707,54297,54810,54201,49190,1,1.904,1.904,1.904,1.904,0,1560.55,1581.55,1584.8,1550.15,0,733.4,737.15,737.15,737.15,0,1265,83.211,82.935,83.315,82.83,32720,1,37.450001,37.849998,37.240002,37.580002,36.083408,12018400,33.689999,33.73,33.049999,33.07,33.07,6547500 +2013-03-20,155.529999,155.830002,154.880005,155.369995,155.369995,8221500,155.520004,155.949997,155.259995,155.690002,138.825424,113759300,14455.82031,14546.82031,14455.82031,14511.73047,14511.73047,121240000,47.150002,47.700001,46.849998,47.299999,46.509083,530300,1.2933,1.2881,1.2978,1.2854,1,108.72,107.59,108.92,107.55,169060,1,92.96,92.09,93.28,92.09,1,54331,54648,54677,54279,30760,0,1.958,1.958,1.958,1.958,1,1577.2,1561.5,1582.9,1555.3,1,756.4,737.05,737.05,737.05,1,1265,82.948,83.24,83.245,82.725,30490,0,37.549999,37.709999,37.310001,37.450001,35.958584,8447200,33.43,33.5,33.099998,33.450001,33.450001,4502100 +2013-03-21,156.169998,156.429993,155.880005,156.25,156.25,4992000,154.759995,155.639999,154.100006,154.360001,137.639511,128605000,14511.73047,14511.73047,14383.01953,14421.49023,14421.49023,110450000,48.150002,48.75,47.450001,48.299999,47.492363,994000,1.2898,1.2932,1.2956,1.288,0,107.47,108.48,108.75,107.08,190900,0,92.38,93.48,93.61,91.92,0,55063,54392,55100,54150,50730,1,1.915,1.915,1.915,1.915,0,1577.65,1577.85,1587.7,1575.85,1,755.05,754.55,754.55,754.55,0,1250,82.905,83.0,83.185,82.835,22590,0,37.73,38.580002,37.650002,38.43,36.899555,17376100,33.23,33.43,32.869999,33.049999,33.049999,4308400 +2013-03-22,155.449997,155.990005,155.419998,155.550003,155.550003,4746300,154.850006,155.600006,154.729996,155.600006,138.745224,111163600,14421.49023,14519.9502,14421.49023,14512.03027,14512.03027,101450000,48.150002,49.25,47.900002,48.799999,47.984005,1258700,1.2988,1.2898,1.3011,1.2889,1,107.66,107.31,107.96,106.9,174360,1,93.87,92.41,94.03,92.41,1,54125,54989,54989,53972,58850,0,1.927,1.927,1.927,1.927,1,1583.25,1577.25,1586.4,1568.7,1,759.75,753.55,759.55,753.55,1,1250,82.529,82.96,82.985,82.435,27120,0,38.130001,38.549999,37.990002,38.16,36.640312,10310300,33.310001,33.610001000000004,33.119999,33.610001000000004,33.610001000000004,3120600 +2013-03-25,154.71000700000005,155.570007,154.360001,155.240005,155.240005,6819100,156.009995,156.270004,154.350006,154.949997,138.165634,151322300,14512.03027,14563.75,14395.0,14447.75,14447.75,124840000,48.650002,48.900002,47.799999,48.049999,47.246544,958300,1.2852,1.2972,1.3049,1.283,0,108.17,106.86,109.07,106.8,199230,1,94.65,93.77,95.7,93.75,1,54212,54222,54340,53614,53820,1,1.92,1.92,1.92,1.92,0,1590.25,1589.75,1593.1,1577.4,1,755.55,760.1,760.1,760.1,0,1250,82.995,82.61,83.11,81.83,30090,1,37.950001,38.130001,37.389999,37.669998,36.169823,14494300,33.889998999999996,34.23,33.650002,33.849998,33.849998,6512300 +2013-03-26,154.470001,154.910004,154.279999,154.720001,154.720001,7388700,155.589996,156.229996,155.419998,156.190002,139.271286,86856600,14447.75,14561.54004,14447.75,14559.65039,14559.65039,96030000,47.900002,48.0,46.549999,46.950001,46.16494,775200,1.2861,1.2852,1.289,1.2828,1,109.36,108.11,109.59,107.71,207410,1,96.18,94.78,96.48,94.7,1,54078,54210,54275,53924,36490,0,1.911,1.911,1.911,1.911,0,1577.6,1589.1,1590.6,1564.4,0,765.1,758.6,765.7,754.4,1,1250,83.04799999999999,83.02,83.165,82.88,19340,1,37.509998,37.669998,37.029999,37.380001,35.891376,19264000,34.240002000000004,34.509997999999996,34.080002,34.450001,34.450001,6624600 +2013-03-27,154.669998,155.619995,154.509995,155.360001,155.360001,6717000,155.259995,156.240005,155.0,156.190002,139.271286,99950600,14559.65039,14559.65039,14439.54981,14526.16016,14526.16016,92680000,46.799999,48.25,46.549999,48.200001,47.394032,889000,1.278,1.2862,1.2868,1.275,0,109.69,109.4,109.98,108.85,217520,1,96.72,96.22,96.88,95.61,1,54062,53916,54149,53250,41770,0,1.845,1.845,1.845,1.845,0,1583.7,1578.1,1586.7,1571.65,1,767.5,765.5,771.4,754.8,1,1250,83.411,83.04,83.52,83.01,28790,1,37.200001,38.080002,37.119999,38.0,36.486687,16701600,34.27,34.650002,34.209998999999996,34.549999,34.549999,4640500 +2013-03-28,154.5,154.800003,154.220001,154.449997,154.449997,6851200,156.089996,156.850006,155.75,156.669998,139.69931,102932800,14526.16016,14585.09961,14520.86035,14578.54004,14578.54004,153710000,47.75,47.900002,46.950001,47.650002,46.853233,604000,1.2816,1.278,1.2845,1.2755,1,110.02,109.85,110.1,108.98,164970,1,97.19,96.75,97.41,96.33,1,53564,54036,54050,53385,44930,0,1.852,1.852,1.852,1.852,1,1574.65,1583.65,1589.05,1562.1,0,773.0,767.8,775.3,761.3,1,1250,83.175,83.42,83.46,83.02,20730,0,37.77,37.93,37.549999,37.849998,36.34265900000001,7672800,34.59,34.84,34.529999,34.75,34.75,3501100 +2013-04-01,154.570007,154.929993,154.300003,154.669998,154.669998,4288100,156.589996,156.910004,155.669998,156.050003,139.146439,99194100,14578.54004,14605.71973,14531.48047,14572.84961,14572.84961,91400000,47.549999,47.799999,46.599998,46.900002,46.115776,499200,1.2849,1.2814,1.2868,1.2771,1,111.08,110.15,111.33,109.38,102140,1,96.95,97.43,97.87,95.99,0,52725,53205,53251,52554,45250,0,1.835,1.835,1.835,1.835,0,1596.55,1575.1,1603.75,1574.45,1,781.9,769.0,784.8,767.8,1,1230,82.899,83.175,83.365,82.81,12020,0,37.84,37.880001,37.200001,37.450001,35.958584,12218000,34.43,34.740002000000004,34.32,34.68,34.68,3506200 +2013-04-02,153.089996,153.309998,152.259995,152.429993,152.429993,9398300,156.610001,157.21000700000005,156.369995,156.820007,139.833023,101504300,14572.84961,14684.49023,14572.84961,14662.00977,14662.00977,98420000,46.25,46.349998,42.349998,42.5,41.789345,1729800,1.2819999999999998,1.2847,1.2879,1.2809,0,110.69,111.07,111.79,110.0,205640,0,96.92,97.03,97.47,95.94,0,51473,52847,52847,51254,73650,0,1.862,1.862,1.862,1.862,1,1577.75,1596.35,1598.2,1572.15,0,770.4,781.8,782.5,765.2,0,1230,83.09200000000001,82.87,83.13,82.645,16800,1,36.970001,36.990002,35.799999,35.880001,34.451115,22194000,34.400002,34.860001000000004,34.380001,34.650002,34.650002,4569400 +2013-04-03,152.020004,152.529999,149.919998,150.729996,150.729996,15740800,156.910004,157.029999,154.820007,155.229996,138.415298,154167400,14662.00977,14683.12988,14525.36035,14550.34961,14550.34961,127140000,42.549999,42.549999,39.549999,40.450001,39.773628,2331500,1.2851,1.2819999999999998,1.2865,1.279,1,107.11,110.28,110.43,106.78,304650,0,94.5,96.98,97.0,94.23,0,50722,51240,51450,50423,89880,0,1.816,1.816,1.816,1.816,0,1531.75,1577.1,1577.1,1530.95,0,754.3,751.5,751.5,751.5,0,1215,82.861,83.075,83.245,82.77,20050,0,35.759998,36.18,34.02,34.25,32.886028,42315900,34.630001,34.669998,33.700001,33.759997999999996,33.759997999999996,8728900 +2013-04-04,149.649994,150.600006,149.440002,150.28999299999995,150.28999299999995,12429000,155.429993,156.169998,155.089996,155.860001,138.97701999999998,131885000,14550.34961,14625.24023,14538.71973,14606.11035,14606.11035,104790000,40.200001,41.5,39.700001,41.049999,40.36359,1510800,1.2936,1.2849,1.295,1.2746,1,106.34,107.07,108.06,105.29,284410,0,93.36,94.53,94.87,92.15,0,50955,50664,51074,50553,75150,1,1.766,1.766,1.766,1.766,0,1521.45,1531.1,1533.9,1511.3,0,726.2,748.3,752.1,723.1,0,1200,82.795,82.84,83.66,82.74,43460,0,34.09,35.419998,33.709999,35.220001,33.817398,29846900,33.23,33.610001000000004,32.970001,33.389998999999996,33.389998999999996,8714700 +2013-04-05,151.53999299999995,152.96000700000005,151.070007,152.809998,152.809998,14491800,153.949997,155.350006,153.770004,155.160004,138.352875,159666000,14606.11035,14606.11035,14434.42969,14565.25,14565.25,131250000,41.700001,42.099998,40.349998,40.799999,40.117767,1448900,1.2990000000000002,1.2936,1.3041,1.29,1,104.12,106.49,106.65,103.62,273970,0,93.01,93.45,93.66,92.0,0,51479,50921,51578,50763,62510,1,1.714,1.714,1.714,1.714,0,1539.3,1521.7,1539.3,1521.7,1,728.4,726.4,734.3,716.5,1,1200,82.603,82.88,83.01,82.31,30710,0,35.650002,35.99000200000001,34.830002,35.060001,33.663769,21249100,33.080002,33.310001,32.919998,33.279999,33.279999,5820700 +2013-04-08,152.389999,152.589996,151.600006,152.160004,152.160004,6246000,155.270004,156.220001,154.75,156.21000700000005,139.28913899999998,86571200,14565.25,14613.48047,14497.79981,14613.48047,14613.48047,106680000,40.849998,41.299999,40.150002,40.349998,39.675293,699100,1.3009,1.2975,1.3039,1.2963,1,104.66,104.28,105.55,103.4,245680,1,93.55,93.05,93.78,92.49,1,51198,51520,51559,51070,31530,0,1.745,1.745,1.745,1.745,1,1538.9,1540.8,1544.75,1531.05,0,728.65,731.0,725.5,725.5,1,1200,82.869,82.75,82.955,82.605,19370,1,35.09,35.299999,34.509998,34.650002,33.270092,18689700,33.310001,33.5,33.09,33.490002000000004,33.490002000000004,3063800 +2013-04-09,152.320007,153.850006,152.279999,153.339996,153.339996,7042200,156.5,157.320007,155.979996,156.75,139.77063,101922200,14613.48047,14716.45996,14598.5,14673.45996,14673.45996,128580000,40.5,42.700001,40.299999,42.599998,41.887672,1156200,1.3082,1.3008,1.3104,1.3004,1,106.23,104.78,106.5,104.27,173290,1,93.97,93.54,94.53,92.91,1,52163,51201,52447,51164,58810,1,1.7519999999999998,1.7519999999999998,1.7519999999999998,1.7519999999999998,1,1546.95,1539.25,1557.35,1533.55,1,731.85,726.6,726.6,726.6,1,1200,82.414,82.78,82.82,82.375,21870,0,34.84,36.290001,34.669998,36.029999,34.595131,20471900,33.330002,33.799999,33.23,33.639998999999996,33.639998999999996,3646500 +2013-04-10,152.669998,152.71000700000005,150.580002,150.75,150.75,18507400,157.169998,158.869995,157.130005,158.669998,141.482651,135711100,14673.45996,14826.66016,14673.45996,14802.24023,14802.24023,120520000,42.049999,42.099998,40.200001,40.400002,39.724461,857900,1.307,1.3082,1.3123,1.3052,0,105.79,106.19,106.47,105.16,136060,0,94.54,93.99,94.85,93.43,1,51775,52180,52371,51465,65260,0,1.805,1.805,1.805,1.805,1,1524.4,1547.3,1550.3,1522.7,0,720.3,727.5,728.5,706.2,0,1200,82.634,82.485,82.675,82.32,24750,1,35.549999,35.779999,34.619999,34.650002,33.270092,26201600,33.540001000000004,33.919998,33.459998999999996,33.830002,33.830002,3904900 +2013-04-11,150.759995,151.71000700000005,150.630005,151.050003,151.050003,8063200,158.699997,159.71000700000005,158.53999299999995,159.190002,141.94635,110142500,14802.24023,14887.50977,14785.36035,14865.13965,14865.13965,144570000,40.400002,41.099998,39.650002,39.799999,39.134499,861500,1.3103,1.3069,1.3139,1.3044,1,104.27,105.5,105.94,103.7,116870,0,93.5,94.62,94.7,93.12,0,51674,51488,51888,51215,52430,0,1.791,1.791,1.791,1.791,0,1535.45,1524.3,1543.8,1517.7,1,732.2,732.5,732.5,732.5,1,1200,82.325,82.65,82.68,82.14,27950,0,34.619999,34.98,34.18,34.18,32.818813,15927900,33.709998999999996,33.77,33.290001000000004,33.459998999999996,33.459998999999996,4188100 +2013-04-12,148.649994,148.850006,143.429993,143.949997,143.949997,55601800,158.679993,159.03999299999995,157.919998,158.800003,141.598557,116359900,14865.13965,14865.20996,14790.57031,14865.05957,14865.05957,119570000,39.0,39.0,36.700001,37.75,37.118771,1961100,1.3112,1.3098,1.3127,1.3037,1,103.11,104.29,104.39,101.09,121490,0,90.66,93.54,93.57,90.32,0,49430,51617,51667,49000,119650,0,1.721,1.721,1.721,1.721,0,1486.45,1535.7,1535.75,1486.35,0,707.95,709.05,709.1,709.05,0,1200,82.406,82.295,82.585,82.14,25290,1,33.389999,33.450001,32.110001000000004,32.220001,30.936871000000004,40555900,32.740002000000004,32.860001000000004,32.310001,32.529999,32.529999,10147800 +2013-04-15,136.0,136.75,130.509995,131.309998,131.309998,93804200,158.0,158.130005,155.100006,155.119995,138.317184,217259000,14865.05957,14865.05957,14598.580080000002,14599.2002,14599.2002,161680000,35.5,35.650002,33.700001,34.599998,34.021442,2529800,1.3036,1.3134,1.3135,1.3023,0,100.39,103.03,103.09,100.02,23650,0,87.44,91.16,91.19,87.41,0,44378,48369,48369,43522,203730,0,1.6880000000000002,1.6880000000000002,1.6880000000000002,1.6880000000000002,0,1396.25,1484.55,1487.85,1395.3,0,665.85,693.25,693.25,692.55,0,1180,82.507,82.19,82.545,82.19,30020,1,30.24,30.25,28.99,29.02,27.864305,74239200,31.940001000000002,32.02,31.440001000000002,31.49,31.49,10887200 +2013-05-01,140.589996,141.550003,139.300003,141.110001,141.110001,13931100,159.330002,159.410004,158.100006,158.279999,141.134918,138874200,14839.79981,14839.79981,14687.04981,14700.9502,14700.9502,112620000,38.150002,38.25,36.75,37.5,36.872955,1288600,1.318,1.3169,1.3245,1.3161,1,99.95,101.82,102.33,98.76,267100,0,90.97,93.16,93.34,90.19,0,43659,44755,44755,43172,5720,0,1.632,1.632,1.632,1.632,0,1478.15,1506.65,1508.8,1466.7,0,686.5,699.8,700.2,672.9,0,1150,81.52199999999998,81.74,81.78,81.37,24790,0,29.459999,30.09,29.120001,29.65,28.469217,27633100,32.369999,32.560001,32.119999,32.389998999999996,32.389998999999996,9949000 +2013-05-02,142.0,142.470001,141.639999,141.919998,141.919998,11502200,158.679993,159.889999,158.529999,159.75,142.445679,96407600,14700.9502,14834.62988,14700.9502,14831.580080000002,14831.580080000002,91180000,38.299999,38.700001,37.599998,37.950001,37.31543,738300,1.3064,1.318,1.3216,1.3037,0,102.85,99.82,102.98,99.51,287670,1,94.03,91.07,94.32,90.72,1,44541,43772,45196,43598,3910,1,1.624,1.624,1.624,1.624,0,1505.5,1477.9,1507.6,1463.35,1,695.2,686.2,696.1,683.2,1,1150,82.28200000000002,81.64,82.415,81.54,43070,1,29.879999,29.959999,29.370001,29.629999,28.450012,12825400,32.59,33.580002,32.540001000000004,33.490002000000004,33.490002000000004,7914600 +2013-05-03,141.699997,142.71000700000005,141.399994,142.089996,142.089996,11667100,161.139999,161.880005,159.779999,161.369995,143.890228,144202300,14831.580080000002,15009.58984,14831.580080000002,14973.95996,14973.95996,119890000,37.75,38.799999,37.049999,37.549999,36.922112,983300,1.3115,1.3065,1.3159999999999998,1.3035,1,104.19,102.8,104.92,102.37,257170,1,95.58,94.07,96.12,93.64,1,44776,45136,45523,43916,1210,1,1.74,1.74,1.74,1.74,1,1500.1,1505.35,1518.95,1485.8,0,693.6,694.8,705.3,686.7,0,1150,82.195,82.29,82.61,81.835,41770,0,29.610001,30.280001,29.459999,29.690001,28.507624,14874300,33.900002,34.220001,33.799999,34.009997999999996,34.009997999999996,9565800 +2013-05-06,142.330002,142.46000700000005,141.630005,142.149994,142.149994,7730300,161.490005,162.009995,161.419998,161.779999,144.255783,66882100,14973.95996,14988.87012,14941.08984,14968.88965,14968.88965,116160000,37.150002,37.5,36.5,36.900002,36.282986,772000,1.3076,1.3115,1.3143,1.3054,0,105.46,104.25,105.54,103.89,135080,1,95.78,95.65,97.24,94.91,1,45168,45213,45628,44905,37060,1,1.764,1.764,1.764,1.764,1,1500.75,1502.15,1508.95,1491.45,0,695.6,693.6,697.3,690.1,1,1150,82.37799999999999,82.14,82.475,82.04,20040,1,29.75,29.82,29.549999,29.73,28.546026,7885300,33.959998999999996,34.299999,33.799999,34.139998999999996,34.139998999999996,4699200 +2013-05-07,140.380005,140.639999,139.369995,140.380005,140.380005,13627400,162.130005,162.649994,161.669998,162.600006,144.986954,90359200,14968.88965,15056.669919999998,14968.88965,15056.2002,15056.2002,117230000,36.299999,36.599998,35.599998,35.799999,35.20137800000001,742200,1.3079,1.3075,1.3133,1.3068,1,104.4,105.4,105.94,104.0,264560,0,95.47,95.88,96.34,95.0,0,44861,45031,45031,44180,59680,0,1.78,1.78,1.78,1.78,1,1484.4,1500.4,1502.4,1477.35,0,682.2,694.9,695.6,678.1,0,1150,82.335,82.38,82.425,82.12,18350,0,29.110001,29.24,28.620001,28.85,27.701075,21191600,34.119999,34.290001000000004,33.830002,34.009997999999996,34.009997999999996,4929300 +2013-05-08,141.779999,142.809998,141.490005,142.46000700000005,142.46000700000005,11161100,162.419998,163.389999,162.330002,163.339996,145.64678999999995,97419200,15056.2002,15106.80957,15021.87012,15105.12012,15105.12012,113510000,36.400002,38.400002,36.049999,38.099998,37.46291400000001,859200,1.3152,1.3079,1.3196,1.3072,1,104.34,104.11,104.8,103.53,229320,0,96.64,95.62,96.83,95.3,1,44906,44882,45157,44462,47210,1,1.767,1.767,1.767,1.767,0,1501.45,1484.75,1508.65,1481.95,1,694.5,682.3,699.1,681.5,1,1150,81.95100000000002,82.365,82.4,81.78,25100,0,29.25,30.5,29.18,30.440001,29.227755,33362600,34.200001,34.470001,34.119999,34.400002,34.400002,4918500 +2013-05-09,141.330002,142.360001,140.509995,140.809998,140.809998,8263000,163.270004,163.699997,162.470001,162.880005,145.236649,106738600,15105.12012,15144.830080000002,15046.87012,15082.62012,15082.62012,97810000,37.349998,39.150002,36.900002,37.400002,36.774624,892800,1.3043,1.3154,1.318,1.3011,0,104.47,104.44,104.6,103.45,197070,1,96.18,96.62,96.79,95.38,0,45165,45094,45439,44742,40050,1,1.813,1.813,1.813,1.813,1,1503.8,1501.4,1518.95,1498.8,1,707.6,694.4,716.9,691.2,1,1150,82.875,81.965,82.915,81.835,34970,1,29.799999,30.959999,29.74,29.85,28.661253,22262200,34.209998999999996,34.369999,33.990002000000004,34.169998,34.169998,4178500 +2013-05-10,138.220001,139.75,137.259995,139.600006,139.600006,14650600,162.990005,163.550003,162.509995,163.410004,145.709259,103203000,15082.62012,15118.49023,15038.17969,15118.49023,15118.49023,98980000,36.5,37.950001,36.150002,37.75,37.118771,891000,1.2993,1.3042,1.3051,1.2936,0,103.91,104.35,104.45,101.56,215450,0,95.9,96.25,96.33,93.46,0,45062,45114,45175,44275,64900,0,1.9,1.9,1.9,1.9,1,1493.8,1503.0,1515.8,1472.5,0,708.0,708.1,712.0,696.8,1,1150,83.23100000000002,82.815,83.52,82.765,45850,1,29.139999,29.83,28.82,29.809999,28.622843,20007800,33.59,34.279999,33.279999,34.139998999999996,34.139998999999996,7454800 +2013-05-13,138.46000700000002,138.970001,138.160004,138.429993,138.429993,6714100,163.199997,163.809998,162.820007,163.53999299999995,145.825119,81843200,15113.419919999998,15113.419919999998,15053.45996,15091.67969,15091.67969,94280000,37.549999,37.849998,36.549999,36.549999,35.938839,545600,1.2976,1.2957,1.2999,1.2942,0,102.82,103.26,103.86,102.25,173550,0,94.95,95.84,95.89,94.55,0,45118,44901,45340,44861,44410,0,1.917,1.917,1.917,1.917,1,1487.65,1491.8,1495.35,1477.65,0,718.5,706.5,719.0,700.7,1,0,83.365,83.265,83.455,83.15,21770,1,29.35,29.5,29.030001,29.030001,27.873911,11824200,33.91,34.080002,33.66,33.860001000000004,33.860001000000004,4362300 +2013-05-14,137.949997,139.160004,137.639999,137.809998,137.809998,9895700,163.669998,165.350006,163.669998,165.229996,147.332062,119000900,15091.67969,15219.54981,15089.29981,15215.25,15215.25,124590000,36.299999,37.299999,35.849998,36.049999,35.447197,749100,1.2919999999999998,1.2976,1.3030000000000002,1.2916,0,102.6,102.82,103.1,101.96,160030,0,94.17,95.03,95.75,93.94,0,44516,45054,45088,44152,55410,0,1.982,1.982,1.982,1.982,1,1506.5,1487.1,1509.5,1485.0,1,730.3,718.8,732.5,708.4,1,1150,83.713,83.245,83.835,83.045,44350,1,28.870001,29.459999,28.620001,28.709999,27.566652,14384500,33.779999,33.93,33.450001,33.560001,33.560001,4731000 +2013-05-15,136.589996,136.979996,134.229996,134.630005,134.630005,19062400,164.96000700000005,166.449997,164.910004,166.119995,148.125656,120718500,15211.87012,15301.33984,15175.38965,15275.69043,15275.69043,124030000,35.400002,35.799999,34.450001,34.450001,33.873946999999994,874100,1.2887,1.2919,1.2943,1.2843,0,103.68,102.7,103.82,101.2,106540,1,94.38,94.19,94.5,92.19,1,43314,44400,44439,42950,81020,0,1.94,1.94,1.94,1.94,0,1489.2,1506.65,1506.65,1470.2,0,728.9,730.5,730.6,717.8,0,1125,83.961,83.72,84.22,83.68,41080,1,28.219999,28.440001,27.35,27.4,26.308817,31353000,33.099998,33.639998999999996,32.84,33.610001000000004,33.610001000000004,9863700 +2013-05-16,133.179993,134.479996,133.0,134.089996,134.089996,12759200,165.779999,166.360001,165.089996,165.339996,147.43014499999995,109913600,15273.919919999998,15302.49023,15215.82031,15233.21973,15233.21973,145090000,33.950001,35.25,32.900002,35.0,34.414749,916200,1.2882,1.2886,1.293,1.2846,0,103.8,103.74,104.4,102.95,26350,1,95.19,94.44,95.66,93.33,1,43262,43184,43381,42281,80180,0,1.879,1.879,1.879,1.879,0,1484.55,1488.65,1490.85,1470.05,0,738.5,728.8,742.7,716.0,1,0,83.72200000000002,83.89,84.125,83.57,40060,0,27.02,27.91,26.68,27.48,26.385633,21859900,33.68,34.060001,33.52,33.869999,33.869999,4835200 +2013-05-17,133.169998,133.479996,131.020004,131.070007,131.070007,20346500,165.949997,167.03999299999995,165.729996,166.940002,148.856842,129801000,15234.75,15357.40039,15234.75,15354.40039,15354.40039,175750000,34.349998,34.75,33.549999,33.549999,32.988997999999995,741300,1.2839,1.2881,1.289,1.2796,0,104.64,103.87,104.87,103.35,193730,1,96.02,95.32,96.62,94.96,1,42814,43270,43280,42551,59890,0,1.954,1.954,1.954,1.954,1,1454.5,1484.5,1486.55,1451.1,0,738.1,738.1,743.5,733.4,0,1125,84.387,83.88,84.515,83.865,47330,1,27.139999,27.190001,26.360001,26.379999,25.329441,23628300,34.23,34.290001000000004,33.860001000000004,34.209998999999996,34.209998999999996,5677900 +2013-05-20,130.880005,135.320007,130.850006,135.119995,135.119995,21594000,166.779999,167.580002,166.610001,166.929993,148.847946,85071200,15348.330080000002,15391.83984,15314.15039,15335.28027,15335.28027,116420000,33.400002,37.150002,33.299999,36.900002,36.282986,990200,1.2883,1.2811,1.2902,1.2803,1,104.8,104.75,105.31,103.83,164960,1,96.58,96.06,97.24,95.36,1,43263,42550,44294,40749,97500,1,1.965,1.965,1.965,1.965,1,1482.5,1435.85,1495.1,1430.7,1,745.6,735.0,754.6,732.2,1,1125,83.84200000000001,84.24,84.4,83.8,34690,0,26.32,28.18,26.24,28.02,26.904129,39215400,34.080002,34.59,34.02,34.439999,34.439999,3742300 +2013-05-21,132.169998,133.649994,131.449997,132.880005,132.880005,14542500,167.080002,167.800003,166.5,167.169998,149.061905,95804200,15334.96973,15434.5,15325.67969,15387.580080000002,15387.580080000002,122970000,35.099998,36.0,34.450001,34.900002,34.316425,1159400,1.2906,1.2883,1.2934,1.2841,1,103.91,104.78,105.15,103.51,179060,0,96.16,96.7,96.97,95.5,0,43170,43054,43648,42420,73390,0,1.93,1.93,1.93,1.93,0,1461.75,1482.05,1485.4,1446.2,0,744.9,745.2,749.9,736.0,0,1125,83.955,83.885,84.3,83.735,42610,1,27.24,27.77,26.860001,27.32,26.232006,24521400,34.380001,34.450001,34.009997999999996,34.110001000000004,34.110001000000004,4424000 +2013-05-22,134.179993,136.770004,130.949997,131.940002,131.940002,25975200,167.339996,169.070007,165.169998,165.929993,147.956223,244031800,15387.12012,15542.40039,15265.95996,15307.169919999998,15307.169919999998,171850000,35.75,37.599998,35.150002,35.900002,35.299706,1216100,1.2858,1.2906,1.3,1.2833,0,102.6,103.52,103.79,102.22,207420,0,94.09,95.97,96.26,94.08,0,43226,43202,44600,43021,85170,1,2.037,2.037,2.037,2.037,1,1462.85,1462.15,1492.8,1459.9,1,745.1,745.0,754.5,744.8,1,0,84.459,83.865,84.51,83.52,70880,1,27.77,28.66,27.27,27.67,26.568066,38650700,33.779999,34.099998,33.400002,33.459998999999996,33.459998999999996,10596600 +2013-05-23,134.509995,134.839996,133.119995,134.610001,134.610001,10267600,164.160004,165.910004,163.940002,165.449997,147.528229,211064400,15300.57031,15348.41016,15180.23047,15294.5,15294.5,148810000,37.049999,37.25,35.799999,36.099998,35.496361,730100,1.2936,1.2857,1.2956,1.2821,1,102.44,102.25,102.68,100.64,230370,0,94.41,94.27,94.55,92.3,1,43571,43002,43680,42733,66580,1,2.016,2.016,2.016,2.016,0,1460.3,1463.7,1471.35,1449.75,0,736.5,745.2,747.0,734.3,0,1115,83.803,84.435,84.595,83.665,61590,0,28.24,28.280001,27.690001,27.870001,26.760103000000004,15396700,32.889998999999996,33.549999,32.759997999999996,33.540001000000004,33.540001000000004,9088200 +2013-05-24,134.110001,134.509995,133.639999,133.759995,133.759995,5522600,164.470001,165.380005,163.979996,165.309998,147.403427,151573900,15290.74023,15306.70996,15199.62988,15303.09961,15303.09961,105660000,35.849998,36.849998,35.75,36.5,35.889671,748700,1.2932,1.2938,1.2998,1.2906,0,102.64,102.55,102.79,101.65,136630,1,93.85,94.43,94.44,93.09,0,43473,43610,43665,43050,38180,0,2.011,2.011,2.011,2.011,0,1453.45,1459.5,1465.35,1449.3,0,726.3,736.7,740.0,721.7,0,1100,83.758,83.92,84.02,83.5,39610,0,27.75,28.190001,27.309999,27.5,26.404837,19892600,33.169998,33.490002000000004,33.080002,33.369999,33.369999,4149200 +2013-05-28,133.679993,135.570007,132.800003,133.490005,133.490005,12466400,167.03999299999995,167.779999,165.809998,166.300003,148.286179,143679800,15307.330080000002,15521.49023,15307.330080000002,15409.38965,15409.38965,130680000,36.450001,36.799999,35.599998,35.900002,35.299706,880200,1.2856,1.2929,1.2951,1.2849,0,104.23,102.51,104.69,102.48,195120,1,95.1,93.98,96.01,93.32,1,43262,43550,43926,42960,61650,0,2.167,2.167,2.167,2.167,1,1455.75,1455.1,1470.7,1445.65,1,755.3,739.0,766.6,729.1,1,1100,84.17200000000003,83.725,84.365,83.705,39150,1,27.440001,28.030001,27.02,27.219999,26.13599,21388200,34.009997999999996,34.040001000000004,33.709998999999996,33.790001000000004,33.790001000000004,3782500 +2013-05-29,134.089996,134.910004,133.639999,134.830002,134.830002,8762200,165.419998,165.800003,164.339996,165.220001,147.323135,160363400,15399.94043,15400.25,15229.53027,15302.79981,15302.79981,114020000,36.049999,37.650002,35.849998,37.650002,37.020447,1132500,1.2941,1.2857,1.298,1.284,1,102.43,104.32,104.37,102.17,209650,0,92.89,95.09,95.27,92.88,0,43707,43381,43789,43126,39860,1,2.119,2.119,2.119,2.119,0,1457.3,1455.7,1467.8,1451.7,1,750.3,756.2,757.4,747.1,0,0,83.705,84.385,84.43,83.54,47180,0,27.450001,28.5,27.360001,28.5,27.365013,28924800,33.700001,33.82,32.98,33.099998,33.099998,9191200 +2013-05-30,136.669998,137.110001,136.259995,136.699997,136.699997,8611700,165.350006,166.589996,165.220001,165.830002,147.867096,107793800,15306.01953,15398.7002,15280.99023,15324.53027,15324.53027,121150000,38.450001,40.400002,38.400002,40.200001,39.52780900000001,1550700,1.305,1.294,1.3063,1.2934,1,102.19,102.4,102.85,101.08,232910,0,93.59,92.97,94.07,91.73,1,44421,43590,44925,43526,67400,1,2.119,2.119,2.119,2.119,1,1481.1,1457.3,1484.1,1452.85,1,758.0,748.3,761.0,748.3,1,1080,83.06700000000002,83.605,83.765,83.01,50610,0,29.15,30.1,29.049999,30.059999,28.862886,39676500,32.75,33.389998999999996,32.610001000000004,33.25,33.25,8960900 +2013-05-31,135.71000700000002,136.050003,133.889999,133.919998,133.919998,9726600,165.369995,166.309998,163.130005,163.449997,145.74487299999996,176850100,15322.21973,15392.37988,15115.57031,15115.57031,15115.57031,208830000,39.900002,40.099998,38.950001,39.849998,39.183655,1308600,1.2999,1.3053,1.3063,1.2947,0,100.39,102.12,102.38,100.03,215280,0,91.67,93.75,93.95,91.67,0,43616,44377,44660,43350,52910,0,2.132,2.132,2.132,2.132,1,1456.75,1480.6,1483.25,1453.65,0,751.05,756.15,756.15,742.05,0,1080,83.40100000000002,83.1,83.65,83.05,40090,1,29.610001,29.85,29.129999,29.5,28.325190000000006,20244000,32.91,33.110001000000004,32.529999,32.610001000000004,32.610001000000004,6456700 +2013-06-03,134.770004,136.979996,134.429993,136.509995,136.509995,9173000,163.830002,164.46000700000005,162.660004,164.350006,146.547424,168390700,15123.54981,15254.11035,15123.54981,15254.03027,15254.03027,147980000,40.900002,41.700001,40.0,41.0,40.31443,1235800,1.3076,1.2983,1.3108,1.2955,1,102.06,100.15,102.48,99.66,255710,1,93.34,91.78,93.75,91.31,1,44414,43636,44686,43616,51990,1,2.128,2.128,2.128,2.128,0,1492.9,1461.95,1505.3,1458.9,1,756.8,752.9,759.5,752.9,1,0,82.68799999999997,83.355,83.415,82.455,50020,0,29.799999,30.58,29.66,30.360001,29.150942,22263600,32.93,33.279999,32.790001000000004,33.16,33.16,4926800 +2013-06-04,135.21000700000002,135.440002,134.270004,135.229996,135.229996,5505200,164.440002,165.100006,162.729996,163.559998,145.84298700000005,157631500,15255.21973,15304.98047,15100.78027,15177.54004,15177.54004,134280000,40.299999,40.700001,39.700001,40.200001,39.52780900000001,1076600,1.3081,1.3077,1.3104,1.3043,1,103.24,102.02,103.58,101.47,300890,1,93.84,93.41,94.47,92.44,1,43763,44206,44319,43500,40430,0,2.15,2.15,2.15,2.15,1,1490.15,1493.1,1496.1,1480.85,0,748.85,754.8,754.8,748.55,0,1060,82.802,82.73,83.0,82.63,25270,1,29.870001,29.969999,29.4,29.84,28.651649,18458000,33.0,33.540001000000004,32.810001,33.200001,33.200001,3633700 +2013-06-05,135.470001,136.369995,135.009995,135.520004,135.520004,7444900,163.089996,163.419998,161.130005,161.270004,143.801025,211737800,15168.09961,15168.62988,14945.57031,14960.58984,14960.58984,141400000,40.450001,41.25,39.799999,40.5,39.82278400000001,820200,1.3094,1.3081,1.3115,1.3053,1,103.04,103.48,104.07,102.85,202950,0,93.78,93.94,94.56,93.49,0,44228,43820,44592,43770,51660,1,2.091,2.091,2.091,2.091,0,1509.95,1490.05,1513.65,1489.3,1,754.3,753.25,756.3,753.25,1,0,82.61200000000002,82.855,82.91,82.505,42710,0,29.879999,30.360001,29.530001,29.93,28.738064,16816400,33.400002,33.549999,33.240002000000004,33.259997999999996,33.259997999999996,4373900 +2013-06-06,135.389999,137.619995,134.979996,136.529999,136.529999,9847700,161.199997,162.740005,160.25,162.729996,145.102875,200225500,14955.4502,15040.62012,14844.21973,15040.62012,15040.62012,140410000,40.5,41.799999,40.049999,41.299999,40.609409,1242200,1.3247,1.3095,1.3306,1.3075,1,103.61,102.94,103.95,102.81,173410,1,94.75,93.75,95.36,93.73,1,44508,44218,44744,43786,54250,1,2.079,2.079,2.079,2.079,0,1525.95,1509.5,1534.25,1502.5,1,760.75,761.15,762.0,761.15,1,1040,81.53699999999998,82.605,82.69,81.065,106680,0,29.93,30.49,29.700001,30.299999,29.09333,17932900,33.549999,33.860001000000004,33.52,33.619999,33.619999,5936200 +2013-06-07,134.110001,134.619995,133.179993,133.279999,133.279999,11054400,163.850006,164.949997,163.139999,164.800003,146.948624,188337800,15044.45996,15255.580080000002,15044.45996,15248.12012,15248.12012,137380000,40.099998,40.200001,38.849998,39.25,38.593693,1131500,1.3223,1.3246,1.3285,1.3191,0,104.56,103.65,105.01,102.89,234180,1,96.27,94.75,96.42,93.75,1,43025,44416,44672,42933,76050,0,2.1790000000000003,2.1790000000000003,2.1790000000000003,2.1790000000000003,1,1500.15,1525.75,1539.15,1484.45,0,759.45,750.15,750.15,750.05,0,0,81.66,81.585,81.855,81.08,74330,1,29.51,29.639999,28.75,28.99,27.835499,21212000,33.400002,34.240002000000004,33.299999,34.16,34.16,6812500 +2013-06-10,133.300003,134.279999,132.990005,133.940002,133.940002,6142800,165.309998,165.399994,164.369995,164.800003,146.948624,105667100,15247.80957,15300.63965,15211.25,15238.58984,15238.58984,94250000,39.150002,39.75,38.75,39.049999,38.397038,669300,1.3257,1.3207,1.327,1.3177,1,103.95,104.56,104.76,103.66,159650,0,95.75,96.14,96.3,95.24,0,44162,43140,44232,42682,58800,1,2.213,2.213,2.213,2.213,1,1505.05,1499.95,1509.05,1487.35,1,767.65,755.85,768.4,755.85,1,1040,81.65100000000002,81.8,82.09,81.59,54890,0,29.02,29.41,28.68,29.09,27.931519,14144800,33.91,34.09,33.810001,34.0,34.0,2473600 +2013-06-11,132.309998,133.509995,132.240005,133.25,133.25,7199300,163.300003,164.53999299999995,162.740005,163.100006,145.4328,159505400,15231.37988,15251.07031,15086.08984,15122.01953,15122.01953,101610000,37.799999,38.150002,36.75,36.900002,36.282986,1286100,1.3315,1.3257,1.3318,1.3232,1,102.96,103.89,103.89,101.82,156140,0,94.89,95.83,95.98,94.11,0,43611,44229,44445,43307,50390,0,2.19,2.19,2.19,2.19,0,1480.2,1504.65,1510.9,1475.8,0,750.75,754.45,754.45,749.65,0,1040,81.11,81.72,81.75,81.025,59580,0,28.41,28.709999,28.059999,28.129999,27.009748,21145700,33.540001000000004,33.91,33.5,33.790001000000004,33.790001000000004,4317000 +2013-06-12,132.949997,134.830002,132.830002,134.25,134.25,6550600,164.220001,164.389999,161.600006,161.75,144.229034,177361500,15130.38965,15241.28027,14981.20996,14995.23047,14995.23047,105770000,36.75,37.75,36.650002,37.049999,36.430477,846900,1.3337,1.3314,1.3361,1.3266,1,103.49,102.56,104.1,102.23,94920,1,95.8,94.95,96.51,94.52,1,43546,43700,43788,43165,41190,0,2.228,2.228,2.228,2.228,1,1478.45,1479.3,1490.45,1468.05,0,755.25,749.6,756.1,749.6,1,0,80.946,81.1,81.31,80.745,66880,0,28.17,28.85,28.07,28.35,27.220989000000007,17782700,34.099998,34.240002000000004,33.91,34.029999,34.029999,5527100 +2013-06-13,133.309998,134.199997,132.820007,133.740005,133.740005,7161800,161.660004,164.5,161.300003,164.21000700000005,146.42259199999995,163587800,14992.54004,15202.26953,14953.4502,15176.080080000002,15176.080080000002,104490000,36.299999,37.599998,36.150002,37.450001,36.823792,763200,1.3375,1.3336,1.3391,1.3278,1,104.25,103.33,104.26,102.75,21310,1,96.69,95.87,97.02,95.12,1,43235,43717,44039,43180,51340,0,2.149,2.149,2.149,2.149,0,1461.7,1478.5,1480.3,1444.65,0,729.35,756.1,756.1,728.2,0,0,80.742,80.865,80.98,80.505,28560,0,28.139999,28.66,27.950001,28.629999,27.489836,17264300,33.91,34.41,33.900002,34.330002,34.330002,2741700 +2013-06-14,134.0,134.600006,133.880005,134.429993,134.429993,4278700,164.029999,164.669998,162.910004,163.179993,145.50412,141197500,15178.080080000002,15205.919919999998,15044.79981,15070.17969,15070.17969,107430000,37.450001,37.950001,36.450001,36.599998,35.987999,477400,1.3347,1.3375,1.3376,1.3294,0,105.93,104.95,106.64,104.46,197140,1,97.81,96.74,98.34,96.52,1,43788,43319,44499,43020,54060,1,2.13,2.13,2.13,2.13,0,1445.15,1461.45,1462.75,1439.2,0,729.8,732.95,732.95,724.0,1,1040,80.65,80.755,81.0,80.595,14580,0,28.790001,28.82,28.07,28.120001,27.000145,12271700,34.759997999999996,34.84,34.630001,34.740002000000004,34.740002000000004,6256300 +2013-06-17,133.889999,134.059998,133.520004,133.770004,133.770004,4072300,164.28999299999995,165.220001,163.220001,164.440002,146.627625,136295600,15078.70996,15261.70996,15078.70996,15179.84961,15179.84961,139250000,36.599998,36.849998,36.299999,36.700001,36.08633,534300,1.3369,1.3342,1.3382,1.3317,1,105.47,105.77,106.67,105.28,160180,0,97.91,97.88,98.77,97.41,1,43597,43860,43860,43336,32910,0,2.178,2.178,2.178,2.178,1,1434.65,1447.75,1454.0,1432.15,0,716.3,730.5,730.5,714.75,0,0,80.733,80.64,80.805,80.63,790,1,28.120001,28.4,27.950001,28.190001,27.06736,8644600,34.860001000000004,34.939999,34.599998,34.759997999999996,34.759997999999996,4296100 +2013-06-18,132.720001,132.96000700000002,131.529999,132.130005,132.130005,7379300,164.529999,165.990005,164.520004,165.740005,147.786819,114695600,15186.29981,15340.08984,15186.29981,15318.23047,15318.23047,99210000,36.299999,36.549999,35.0,35.25,34.660571999999995,904000,1.3394,1.3368,1.3416,1.3325,1,106.02,105.66,106.24,105.11,150870,1,98.59,97.94,98.68,97.42,1,44041,43700,44240,43620,48120,1,2.185,2.185,2.185,2.185,1,1440.15,1435.5,1445.8,1425.3,1,706.8,706.45,706.5,706.45,0,1040,80.749,80.81,81.155,80.71,43940,1,27.98,28.129999,27.280001,27.379999,26.289616,19369600,34.849998,35.02,34.709998999999996,34.959998999999996,34.959998999999996,2554600 +2013-06-19,132.580002,133.149994,130.380005,130.589996,130.589996,13017800,165.600006,165.889999,163.380005,163.449997,145.74487299999996,206149500,15315.46973,15322.07031,15112.11035,15112.19043,15112.19043,111380000,35.5,35.5,33.700001,33.799999,33.234818,1278100,1.3295,1.3392,1.3415,1.3259999999999998,0,106.12,106.1,106.59,105.45,164860,1,97.92,98.85,99.27,97.83,0,43954,43950,44108,43675,32770,0,2.354,2.354,2.354,2.354,1,1408.85,1440.0,1443.6,1408.85,0,694.85,706.8,706.8,697.55,0,1040,81.595,80.86,81.665,80.615,47800,1,27.49,27.700001,26.42,26.51,25.454266,21733700,34.959998999999996,35.060001,34.630001,34.779999,34.779999,3543400 +2013-06-20,125.220001,126.379997,123.330002,123.599998,123.599998,28872100,161.860001,163.470001,158.979996,159.399994,142.13356000000005,321255900,15105.50977,15105.50977,14732.03027,14758.32031,14758.32031,172630000,31.9,32.849998,30.049999,30.75,30.235823,2141600,1.3219999999999998,1.3296,1.3303,1.3163,0,102.15,105.62,105.62,101.75,301240,0,95.4,98.02,98.03,94.89,0,41305,43800,43805,41186,120410,0,2.421,2.421,2.421,2.421,1,1336.7,1408.9,1419.1,1336.65,0,663.55,677.55,677.55,677.55,0,1040,82.096,81.555,82.32,81.44,58000,1,25.139999,25.440001,24.16,24.549999,23.572317,67786300,33.98,34.029999,33.52,33.630001,33.630001,9095000 +2013-06-21,125.160004,125.57,124.459999,125.050003,125.050003,16600000,159.639999,159.759995,157.470001,159.070007,142.58985900000005,271956800,14760.62012,14858.55957,14688.42969,14799.40039,14799.40039,420080000,31.1,31.549999,30.299999,31.200001,30.678295,1290300,1.3123,1.3219,1.3254,1.3099,0,100.91,102.1,103.09,100.04,263370,0,93.87,95.09,95.97,93.25,0,41497,41201,41620,40716,64640,1,2.542,2.542,2.542,2.542,1,1375.0,1334.5,1378.8,1333.35,1,673.25,667.35,668.1,667.35,1,1040,82.51700000000002,81.91,82.745,81.765,53830,1,24.870001,25.01,23.950001,24.9,23.908381,32954800,33.630001,33.689999,32.98,33.23,33.23,10381300 +2013-06-24,124.309998,124.699997,123.309998,123.93,123.93,12749300,157.410004,158.429993,155.729996,157.059998,140.788101,222329000,14795.79004,14795.79004,14551.26953,14659.55957,14659.55957,158670000,30.75,30.85,29.65,29.85,29.350868,1428300,1.3119,1.3117,1.3146,1.306,0,101.16,100.61,101.64,99.67,254190,1,94.94,93.88,95.62,92.7,1,40834,41334,41334,40570,58170,0,2.544,2.544,2.544,2.544,1,1339.25,1380.65,1382.15,1328.9,0,656.1,673.8,673.8,653.45,0,1020,82.633,82.71,83.05,82.525,42420,1,24.32,24.41,23.52,23.75,22.804176,36549500,33.049999,33.860001000000004,33.0,33.639998999999996,33.639998999999996,6734700 +2013-06-25,123.650002,123.900002,122.879997,123.470001,123.470001,9369200,158.479996,160.100006,157.419998,158.570007,142.141663,162262200,14669.69043,14812.03027,14669.69043,14760.30957,14760.30957,135940000,29.9,30.049999,29.049999,29.4,28.908396000000003,1237700,1.3085,1.3118,1.3151,1.3064,0,101.26,101.0,102.08,100.7,182090,1,95.2,95.09,96.24,94.66,1,40663,40702,41028,40360,47490,0,2.612,2.612,2.612,2.612,1,1349.75,1340.45,1361.55,1328.05,1,667.15,668.7,668.7,667.35,1,0,82.8,82.58,82.95,82.44,38000,1,23.82,24.049999,23.379999,23.66,22.717762,23530200,33.919998,33.950001,33.560001,33.740002000000004,33.740002000000004,4527600 +2013-07-01,119.940002,121.949997,119.379997,121.129997,121.129997,15945200,161.259995,162.479996,161.080002,161.360001,144.64260900000005,131954800,14911.59961,15083.28027,14911.59961,14974.95996,14974.95996,120570000,31.4,32.25,30.65,31.35,30.825788,1012800,1.3064,1.3006,1.3067,1.3001,1,103.0,101.9,103.71,101.63,230920,1,98.06,96.62,98.33,96.11,1,40067,40184,40451,39690,3910,0,2.477,2.477,2.477,2.477,0,1372.4,1349.2,1387.75,1335.05,1,684.9,685.1,685.1,685.1,1,1000,83.25299999999999,83.41,83.47,83.175,25010,0,24.9,25.200001,24.309999,24.889999,23.898779,32205000,34.610001000000004,34.799999,34.459998999999996,34.669998,34.669998,4710100 +2013-07-02,121.339996,121.470001,119.779999,120.050003,120.050003,10550300,161.119995,162.300003,160.5,161.21000700000005,144.50813300000004,154863700,14974.95996,15049.21973,14870.50977,14932.41016,14932.41016,116610000,31.200001,31.299999,29.25,29.700001,29.203381,1124700,1.2979,1.3065,1.308,1.2964,0,104.0,102.92,104.12,102.91,186520,1,99.61,98.08,99.89,97.8,1,39883,40068,40548,39750,920,0,2.471,2.471,2.471,2.471,0,1371.35,1372.1,1388.55,1366.25,0,684.7,683.9,696.0,683.3,0,1000,83.764,83.205,83.835,83.17,31750,1,24.74,24.780001,23.459999,23.75,22.804176,34482700,34.900002,35.360001000000004,34.860001000000004,35.209998999999996,35.209998999999996,8762200 +2013-07-03,120.699997,121.769997,120.540001,120.739998,120.739998,6750300,160.479996,161.770004,160.220001,161.279999,144.570877,75216400,14923.73047,15025.90039,14858.92969,14988.37012,14988.37012,61000000,30.0,30.9,29.950001,30.6,30.088327000000003,644100,1.3009,1.2978,1.3032,1.2923,1,105.76,104.18,106.03,104.18,258390,1,101.16,99.7,102.28,99.69,1,40989,40154,41150,40120,580,1,2.503,2.503,2.503,2.503,1,1353.8,1370.55,1372.6,1341.7,0,685.7,684.6,689.6,681.0,1,1000,83.45100000000002,83.79,83.935,83.275,33940,0,24.02,24.33,23.76,24.18,23.217056,21909200,35.93,36.18,35.599998,35.84,35.84,12203200 +2013-07-05,118.080002,118.18,116.739998,118.089996,118.089996,11592500,162.470001,163.080002,161.300003,163.020004,146.1306,122416900,14995.45996,15137.50977,14971.2002,15135.83984,15135.83984,94560000,29.65,30.15,29.15,30.1,29.596689,854700,1.2832,1.2913,1.2918,1.2807,0,107.72,105.54,107.88,105.38,233340,1,103.56,101.16,103.75,100.78,1,39402,40140,40186,39365,490,0,2.736,2.736,2.736,2.736,1,1327.8,1343.8,1348.7,1311.2,0,682.7,677.6,683.0,668.1,1,1000,84.689,84.125,84.93,84.065,50500,1,23.370001,23.43,22.790001,23.42,22.48732,43649000,36.049999,36.59,35.939999,36.560001,36.560001,7227600 +2013-07-08,119.089996,119.660004,118.93,119.510002,119.510002,8652200,163.860001,164.389999,163.080002,163.949997,146.964249,108092500,15137.21973,15262.71973,15137.21973,15224.69043,15224.69043,136820000,30.35,30.6,29.549999,29.6,29.105049,631400,1.287,1.2825,1.2883,1.2809,1,107.43,108.0,108.04,106.79,185820,0,103.05,104.0,104.17,102.18,0,40388,40249,40782,39960,27170,1,2.638,2.638,2.638,2.638,0,1356.0,1328.35,1364.3,1327.25,1,692.4,686.9,702.5,673.3,1,1000,84.414,84.83,84.835,84.355,31400,0,23.639999,23.709999,22.9,22.9,21.988029,21770700,36.290001000000004,36.669998,36.220001,36.41,36.41,4212300 +2013-07-09,120.839996,121.510002,120.050003,120.620003,120.620003,8201400,164.979996,165.330002,164.270004,165.130005,148.02203400000005,119298000,15228.45996,15320.419919999998,15228.45996,15300.33984,15300.33984,109270000,30.049999,30.9,29.950001,30.4,29.89167,667000,1.2781,1.287,1.2899,1.2755,0,107.81,107.27,108.26,106.85,163660,1,104.53,103.04,104.8,102.35,1,40168,40441,40795,40118,24690,0,2.64,2.64,2.64,2.64,1,1368.3,1355.75,1381.0,1353.9,1,700.0,692.9,705.0,692.9,1,1000,84.781,84.485,84.965,84.31,41450,1,23.299999,23.66,23.030001,23.219999,22.295284,20635900,36.369999,36.799999,36.330002,36.77,36.77,5712400 +2013-07-10,121.150002,122.349998,120.589996,120.949997,120.949997,14697100,164.970001,165.75,164.630005,165.190002,148.075806,121410100,15298.03027,15348.9502,15258.88965,15291.66016,15291.66016,105050000,30.799999,30.799999,29.549999,30.200001,29.695019,860900,1.2976,1.2781,1.2985,1.2765,1,108.51,108.12,108.69,107.71,199700,1,106.12,104.64,106.73,104.28,1,40174,40060,40500,39930,22300,1,2.674,2.674,2.674,2.674,1,1397.35,1368.15,1398.3,1356.05,1,725.5,699.9,725.6,698.1,1,1000,84.234,84.875,84.925,83.64,51060,0,23.33,23.629999,22.92,23.190001,22.266479,22679700,37.25,37.639998999999996,37.07,37.43,37.43,11033400 +2013-07-11,124.260002,124.360001,123.470001,124.239998,124.239998,11279400,167.110001,167.610001,165.179993,167.440002,150.092712,135592200,15298.0,15483.54981,15298.0,15460.919919999998,15460.919919999998,124950000,31.85,33.5,31.85,33.450001,32.890678,1208400,1.3096,1.298,1.3204,1.2965,1,107.73,108.24,108.93,107.02,184690,0,104.62,106.27,107.57,104.43,0,41697,40300,41948,40300,40310,1,2.572,2.572,2.572,2.572,0,1411.9,1397.65,1413.1,1393.2,1,723.7,725.3,731.2,715.3,0,1000,82.915,82.87,83.425,82.6,52530,0,24.52,24.98,24.219999,24.969999,23.975592,38637300,37.34,37.349998,36.880001,37.009997999999996,37.009997999999996,8150900 +2013-07-12,123.519997,124.300003,123.32,124.129997,124.129997,6583800,167.389999,167.929993,167.130005,167.509995,150.155426,104212700,15460.69043,15498.38965,15410.26953,15464.29981,15464.29981,130140000,33.349998,33.349998,31.950001,32.400002,31.858236,741400,1.3068,1.3097,1.3103,1.3,0,108.81,107.33,109.14,107.28,127810,1,106.22,104.72,106.47,104.5,1,41316,41561,41689,41090,23590,0,2.592,2.592,2.592,2.592,1,1408.0,1411.8,1417.75,1398.55,0,722.2,722.7,724.7,711.0,0,1000,83.163,82.93,83.4,82.885,32220,1,24.549999,24.719999,24.059999,24.370001,23.399488,23268700,37.299999,37.599998,37.110001000000004,37.560001,37.560001,5606200 +2013-07-15,124.080002,124.389999,123.839996,124.18,124.18,4133200,167.970001,168.389999,167.679993,168.149994,150.729141,69450600,15459.69043,15509.48047,15455.76953,15484.25977,15484.25977,99430000,32.5,32.849998,32.150002,32.450001,31.907393,569300,1.3062,1.3066,1.3085,1.2994,0,109.09,108.99,109.26,107.96,100860,1,106.47,106.12,106.7,104.72,1,40950,41536,41962,40871,29330,0,2.543,2.543,2.543,2.543,0,1419.45,1417.25,1426.8,1407.25,1,731.9,726.5,733.8,723.0,1,1000,83.196,83.115,83.62,83.035,27750,1,24.370001,24.58,24.15,24.290001,23.322674,12949200,37.369999,37.759997999999996,37.360001000000004,37.669998,37.669998,4741900 +2013-07-16,124.760002,125.209999,124.330002,124.889999,124.889999,5577300,168.259995,168.360001,167.070007,167.520004,150.164444,88702100,15485.03027,15498.16016,15415.70996,15451.84961,15451.84961,105970000,32.650002,34.799999,32.599998,34.75,34.168934,1048800,1.3162,1.3062,1.3175,1.3052,1,109.4,109.05,109.72,108.63,19970,1,105.86,106.54,107.28,105.76,0,41020,40826,41289,40674,22920,1,2.532,2.532,2.532,2.532,0,1424.6,1418.85,1433.9,1413.5,1,734.2,731.3,737.2,727.1,1,1000,82.637,83.245,83.27,82.525,32230,0,24.51,25.67,24.51,25.65,24.628511,35463700,37.77,37.799999,37.470001,37.48,37.48,3229900 +2013-07-17,125.040001,125.699997,122.730003,123.32,123.32,10882400,168.160004,168.479996,167.729996,167.949997,150.54985,92873900,15456.919919999998,15502.0,15438.12012,15470.51953,15470.51953,126240000,34.900002,35.549999,33.849998,33.849998,33.283984999999994,1269900,1.3125,1.3161,1.3177,1.3084,0,108.61,107.9,108.74,107.3,183570,0,106.54,105.84,106.66,105.17,1,40154,41150,41598,39931,43140,0,2.491,2.491,2.491,2.491,0,1411.15,1424.3,1434.4,1402.85,0,735.5,734.1,739.1,730.1,1,1000,82.84,82.685,83.055,82.475,52420,1,25.76,25.99,24.860001,24.879999,23.889175,37268500,37.580002,37.84,37.48,37.799999,37.799999,3291000 +2013-07-18,124.110001,124.519997,123.779999,124.010002,124.010002,6150900,168.309998,169.270004,168.199997,168.869995,151.374557,103620100,15465.91016,15589.40039,15465.91016,15548.54004,15548.54004,136270000,34.099998,34.450001,33.299999,33.799999,33.234818,821700,1.311,1.3125,1.3128,1.3066,0,108.7,108.63,108.87,108.03,196440,1,108.14,106.69,108.56,106.28,1,40473,40217,40600,40050,29640,1,2.5340000000000003,2.5340000000000003,2.5340000000000003,2.5340000000000003,1,1416.0,1411.2,1419.7,1406.3,1,744.7,735.3,751.8,727.0,1,975,82.955,82.82,83.16,82.76,25500,1,25.139999,25.27,24.700001,24.780001,23.793159,16323800,37.93,38.459998999999996,37.93,38.34,38.34,4838600 +2013-07-19,124.889999,125.419998,124.650002,125.110001,125.110001,5767800,168.520004,169.229996,168.309998,169.169998,151.643463,103831700,15524.26953,15544.54981,15491.95996,15543.74023,15543.74023,229260000,34.049999,35.900002,33.900002,35.650002,35.05389,715700,1.3142,1.311,1.3154,1.3087,1,108.07,108.73,109.18,107.01,212190,0,108.22,108.91,110.1,108.27,1,40332,40650,40740,40143,20240,0,2.482,2.482,2.482,2.482,0,1430.45,1416.15,1435.85,1415.6,1,747.5,744.4,750.0,741.1,1,975,82.711,82.91,83.06,82.62,21300,0,25.129999,25.889999,24.98,25.860001,24.830149,27363400,38.610001000000004,38.619999,38.009997999999996,38.450001,38.450001,6041100 +2013-07-22,127.650002,129.46000700000002,127.589996,128.839996,128.839996,10851900,169.410004,169.740005,169.009995,169.5,151.939285,79428600,15543.96973,15576.20996,15516.2002,15545.54981,15545.54981,180920000,37.450001,39.849998,36.950001,39.049999,38.397038,1647400,1.3186,1.3142,1.3219999999999998,1.3131,1,108.15,108.3,108.68,107.55,198420,1,106.91,108.34,108.79,106.43,0,42234,40449,42444,40449,40240,1,2.484,2.484,2.484,2.484,1,1448.6,1442.15,1455.65,1431.05,1,746.6,750.6,753.8,745.0,0,975,82.31700000000002,82.7,82.74,82.13,31660,0,26.950001,27.76,26.790001,27.440001,26.347229,43719300,38.32,38.380001,37.860001000000004,37.919998,37.919998,6416600 +2013-07-23,128.699997,130.139999,128.350006,129.71000700000002,129.71000700000002,8820100,169.800003,169.830002,169.050003,169.139999,151.61656200000004,80829700,15547.0,15604.21973,15544.05957,15567.74023,15567.74023,98700000,39.150002,40.650002,38.200001,40.549999,39.871948,1555600,1.3224,1.3186,1.3241,1.3165,1,108.42,108.3,108.63,107.56,190200,1,107.42,107.07,107.62,105.53,1,41854,42061,42222,41711,20650,0,2.507,2.507,2.507,2.507,1,1447.75,1448.35,1453.65,1424.2,0,742.2,746.3,747.5,731.5,0,975,82.04,82.27,82.47,82.01,25190,0,27.389999,28.35,27.08,28.35,27.220989000000007,39798800,37.740002000000004,38.189999,37.720001,38.09,38.09,4616400 +2013-07-24,129.169998,129.399994,126.870003,127.480003,127.480003,9979100,169.78999299999995,169.860001,168.179993,168.520004,151.06083700000005,112914000,15576.69043,15602.59961,15496.83984,15542.24023,15542.24023,99320000,40.700001,40.700001,37.450001,38.349998,37.708733,1485700,1.3201,1.3222,1.3256,1.3176,0,107.19,108.44,108.6,106.25,197800,0,105.29,107.4,107.56,104.83,0,41346,41854,42089,41281,26930,0,2.584,2.584,2.584,2.584,1,1443.55,1447.95,1464.3,1441.9,0,748.7,742.1,750.4,735.8,1,0,82.4,82.12,82.515,82.02,34340,1,28.1,28.200001,26.389999,26.950001,25.876741,43653900,37.860001000000004,38.009997999999996,37.25,37.400002,37.400002,7193900 +2013-07-25,127.699997,128.869995,127.639999,128.669998,128.669998,4702400,168.220001,169.080002,167.940002,168.929993,151.428329,111088600,15539.169919999998,15560.330080000002,15455.58984,15555.61035,15555.61035,103260000,38.25,40.700001,38.25,39.349998,38.692013,1343200,1.3277,1.3199,1.3296,1.3165,1,107.65,107.11,107.87,106.54,176110,1,105.59,105.46,105.96,104.17,1,41438,41452,41542,40661,32100,1,2.577,2.577,2.577,2.577,0,1450.45,1443.5,1453.15,1428.9,1,739.9,748.2,749.2,734.2,0,975,82.053,82.45,82.5,81.71,26390,0,26.75,27.700001,26.719999,27.209999,26.126387,28249400,37.419998,37.630001,37.0,37.580002,37.580002,5201600 +2013-07-26,128.110001,128.970001,126.779999,128.779999,128.779999,6148500,168.220001,169.160004,167.520004,169.110001,151.589676,107814600,15547.84961,15560.96973,15405.16016,15558.830080000002,15558.830080000002,94880000,38.950001,40.400002,38.75,40.400002,39.724461,807600,1.3279,1.3277,1.3297,1.3252,1,107.17,107.59,107.79,106.53,119940,0,104.56,105.7,105.77,104.04,0,40763,41327,41460,40502,29850,0,2.564,2.564,2.564,2.564,0,1430.95,1450.55,1451.55,1412.2,0,726.0,739.7,742.3,715.9,0,0,81.764,81.88,81.92,81.64,25300,0,26.9,27.6,26.610001,27.58,26.481651,25046200,37.380001,37.389998999999996,36.939999,37.209998999999996,37.209998999999996,3200300 +2013-07-29,128.449997,128.779999,128.25,128.470001,128.470001,3554100,168.679993,169.059998,168.110001,168.589996,151.12355,79695000,15557.13965,15557.13965,15482.26953,15521.96973,15521.96973,87240000,40.450001,41.799999,40.0,41.099998,40.412754,1507400,1.3262,1.3276,1.3297,1.3241,0,107.45,107.19,107.89,106.6,178930,1,104.55,104.65,105.41,103.91,0,41146,40881,41637,40726,30080,1,2.599,2.599,2.599,2.599,1,1438.8,1431.15,1448.5,1422.25,1,743.75,718.25,725.2,718.25,1,0,81.763,81.775,81.935,81.61,27240,0,27.65,27.719999,27.219999,27.23,26.14559,19000000,37.299999,37.380001,37.0,37.130001,37.130001,2720400 +2013-07-30,127.949997,128.309998,127.220001,128.119995,128.119995,4487700,169.100006,169.279999,168.190002,168.589996,151.12355,85209600,15534.49023,15593.91016,15479.12988,15520.58984,15520.58984,117550000,41.0,41.200001,39.700001,40.0,39.33115,1043100,1.3263,1.3262,1.3302,1.3234,1,106.91,107.45,107.56,106.54,160000,0,103.1,104.59,104.61,102.74,0,41663,41048,41860,40651,28450,1,2.6060000000000003,2.6060000000000003,2.6060000000000003,2.6060000000000003,1,1438.4,1438.85,1446.55,1431.35,0,730.7,740.8,743.7,723.6,0,975,81.919,81.805,82.09,81.69,34460,1,27.219999,27.379999,26.85,27.059999,25.982359,17316000,36.900002,36.91,36.5,36.669998,36.669998,5248200 +2013-08-01,127.839996,127.889999,126.330002,126.610001,126.610001,10564300,169.990005,170.809998,169.899994,170.660004,152.97908,110438400,15503.84961,15650.69043,15503.84961,15628.01953,15628.01953,111040000,39.75,39.75,37.5,37.5,36.872955,1463200,1.3207,1.3301,1.3311,1.3197,0,109.54,107.81,109.64,107.52,234850,1,107.8,105.34,108.14,105.17,1,41407,41316,41799,41200,24590,0,2.708,2.708,2.708,2.708,1,1438.9,1443.0,1445.7,1433.7,0,730.7,728.9,738.1,726.8,1,0,82.427,81.76,82.495,81.69,44850,1,27.1,27.15,26.1,26.17,25.127806,28548000,38.099998,38.41,38.060001,38.27,38.27,8851800 +2013-08-02,126.739998,127.25,126.32,126.360001,126.360001,6466300,170.279999,170.970001,170.050003,170.949997,153.239044,91116700,15627.55957,15658.42969,15558.67969,15658.36035,15658.36035,104840000,37.349998,38.700001,36.650002,36.799999,36.184654,1295700,1.3283,1.3207,1.3295,1.319,1,108.95,109.52,110.09,108.38,160760,0,106.81,107.95,108.97,106.6,0,42034,41223,42600,40661,41510,1,2.5980000000000003,2.5980000000000003,2.5980000000000003,2.5980000000000003,0,1449.3,1438.75,1453.8,1416.15,1,729.9,730.6,735.6,721.4,0,975,81.978,82.43,82.61,81.9,43030,0,26.15,26.530001,25.52,25.59,24.570902,32483200,38.07,38.119999,37.84,37.939999,37.939999,4404700 +2013-08-05,126.510002,126.639999,125.339996,125.699997,125.699997,4003900,170.570007,170.96000700000005,170.350006,170.699997,153.014938,54072700,15651.98047,15655.20996,15584.830080000002,15612.12988,15612.12988,76850000,36.950001,37.650002,36.450001,36.799999,36.184654,674200,1.3258,1.3274,1.3302,1.3232,0,108.7,109.09,109.44,107.55,168830,0,106.45,106.89,107.74,105.75,0,41760,42061,42223,41454,19260,0,2.64,2.64,2.64,2.64,1,1450.9,1444.9,1458.3,1440.55,1,731.7,730.8,737.3,727.5,1,0,81.936,82.01,82.16,81.81,24480,0,25.620001,26.040001,25.34,25.43,24.417274,18584400,37.66,38.049999,37.630001,37.830002,37.830002,2727400 +2013-08-06,124.330002,124.550003,123.550003,123.970001,123.970001,6016200,170.369995,170.740005,169.350006,169.729996,152.145432,87495000,15608.44043,15608.44043,15473.40039,15518.74023,15518.74023,87730000,35.950001,36.099998,34.950001,34.950001,34.365593,1223000,1.3306,1.3258,1.3325,1.3245,1,108.18,108.74,109.23,107.46,229160,0,105.72,106.58,107.37,104.96,0,41533,41550,42149,41460,23280,0,2.642,2.642,2.642,2.642,1,1427.7,1450.95,1451.45,1423.2,0,724.2,731.6,732.5,716.8,0,975,81.658,81.93,82.015,81.56,28730,0,25.0,25.02,24.030001,24.030001,23.073027,38664100,37.790001000000004,37.810001,37.27,37.459998999999996,37.459998999999996,6090600 +2013-08-07,124.0,124.599998,123.849998,124.150002,124.150002,5304700,169.190002,169.429993,168.550003,169.179993,151.652451,84854700,15516.20996,15516.20996,15421.75,15470.669919999998,15470.669919999998,88430000,34.700001,36.400002,34.450001,35.200001,34.611412,888200,1.3337,1.3307,1.3347,1.3266,1,107.44,108.07,108.16,107.07,208430,0,104.22,105.73,105.82,104.15,0,41517,41400,41580,40765,29920,0,2.599,2.599,2.599,2.599,0,1435.65,1427.4,1441.95,1417.05,1,723.0,724.1,724.5,712.5,0,975,81.32300000000002,81.625,81.88,81.27,39510,0,23.940001,24.49,23.889999,23.940001,22.98661,19506600,37.27,37.5,37.0,37.009997999999996,37.009997999999996,5931300 +2013-08-08,124.779999,126.989998,124.769997,126.860001,126.860001,8653600,169.979996,170.179993,168.929993,169.800003,152.208191,102181300,15477.26953,15557.12012,15418.59961,15498.32031,15498.32031,90990000,36.0,39.099998,35.650002,39.049999,38.397038,1592100,1.3382,1.3338,1.3403,1.3329,1,106.68,107.39,107.86,105.85,175730,0,103.83,104.23,105.01,102.27,0,42235,41650,42408,41505,32330,1,2.587,2.587,2.587,2.587,0,1491.05,1435.85,1496.75,1435.85,1,739.1,723.5,744.6,723.4,1,990,81.027,81.325,81.395,80.895,36430,0,24.379999,26.09,24.27,26.0,24.964575,65972000,36.77,36.860001000000004,36.349998,36.84,36.84,10858100 +2013-08-09,126.510002,127.269997,126.300003,126.860001,126.860001,6192000,169.580002,170.100006,168.720001,169.309998,151.768921,91757700,15496.62988,15507.75977,15346.65039,15425.50977,15425.50977,81180000,38.799999,40.450001,38.0,39.450001,38.79034,1712600,1.3343,1.338,1.3391,1.3333,0,108.22,106.81,108.32,106.6,148430,1,106.09,104.03,106.41,103.78,1,42576,42296,42780,42066,16440,1,2.58,2.58,2.58,2.58,0,1503.2,1491.35,1505.2,1484.55,1,741.0,739.2,743.3,736.3,1,990,81.17,81.1,81.225,80.97,18620,1,25.889999,26.98,25.559999,26.469999,25.415855,45317800,37.060001,37.639998999999996,37.029999,37.59,37.59,7252100 +2013-08-12,129.570007,129.71000700000002,128.880005,129.130005,129.130005,7414300,168.46000700000005,169.309998,168.380005,169.110001,151.589676,68593300,15415.21973,15441.75,15359.92969,15419.67969,15419.67969,78060000,41.5,42.950001,41.25,42.5,41.789345,1579400,1.33,1.334,1.3346,1.3278,0,108.97,108.13,109.13,107.43,147830,1,106.14,105.89,106.5,105.08,1,45861,42820,46188,42820,51830,1,2.622,2.622,2.622,2.622,1,1494.9,1508.4,1510.95,1493.5,0,736.9,743.8,747.0,736.6,0,0,81.374,81.195,81.55,81.11,21120,1,27.58,28.200001,27.57,28.01,26.894527000000004,49441900,37.400002,37.790001000000004,37.27,37.759997999999996,37.759997999999996,4306400 +2013-08-13,128.490005,128.649994,127.379997,127.739998,127.739998,7336100,169.410004,169.899994,168.410004,169.610001,152.037872,80806000,15420.67969,15504.13965,15342.33984,15451.00977,15451.00977,84790000,42.099998,42.5,40.700001,41.049999,40.597626,1387100,1.3262,1.3299,1.3317,1.3233,0,109.82,109.08,110.06,108.95,112230,1,106.56,106.24,107.29,105.65,1,46268,45999,47166,45267,46810,1,2.721,2.721,2.721,2.721,1,1493.85,1494.85,1514.65,1493.45,0,736.7,736.6,742.6,735.3,0,1010,81.815,81.515,81.925,81.435,26370,1,27.799999,28.040001,27.049999,27.190001,26.107185,36959000,37.73,38.07,37.57,37.900002,37.900002,4470300 +2013-08-14,127.660004,129.070007,127.57,129.0,129.0,8713200,169.529999,169.800003,168.699997,168.740005,151.258041,79829200,15447.70996,15453.080080000002,15316.62012,15337.66016,15337.66016,91030000,41.650002,43.650002,41.450001,42.900002,42.427238,1783600,1.3256,1.3262,1.3279,1.3239,0,110.2,109.51,110.36,109.05,97930,1,106.98,106.62,107.14,105.68,1,46573,46247,46690,45815,27440,1,2.712,2.712,2.712,2.712,0,1512.25,1493.5,1514.15,1485.8,1,744.8,736.5,744.9,733.6,1,1010,81.758,81.795,81.905,81.66,20070,0,27.459999,28.76,27.43,28.700001,27.557049,53862500,37.849998,38.139998999999996,37.650002,38.09,38.09,5099900 +2013-08-16,132.559998,133.270004,131.389999,132.580002,132.580002,14447100,166.059998,166.630005,165.5,165.830002,148.64949,130868200,15112.57031,15139.76953,15054.37988,15081.46973,15081.46973,151620000,46.799999,47.349998,44.099998,45.450001,44.949139,1771200,1.3329,1.3346,1.338,1.331,0,110.4,109.42,110.7,109.17,195850,0,107.64,107.32,108.31,106.7,1,50887,46673,51035,46673,33780,1,2.825,2.825,2.825,2.825,1,1527.1,1528.8,1534.35,1515.75,0,762.7,761.8,765.6,752.9,1,1010,81.293,81.175,81.44,81.065,25750,1,30.74,30.940001,29.48,29.790001,28.603642,48518000,38.310001,38.57,38.009997999999996,38.400002,38.400002,5340900 +2013-08-19,132.330002,132.5,131.589996,132.009995,132.009995,8118400,165.639999,166.21000700000005,164.759995,164.770004,147.699326,96437600,15076.79004,15106.38965,15005.419919999998,15010.74023,15010.74023,111660000,45.599998,45.75,44.049999,44.400002,43.910709,1579500,1.3335,1.3328,1.3376,1.3316,1,109.9,110.53,111.0,109.59,188060,0,106.94,108.03,108.05,106.81,0,51215,51000,51486,50250,24890,1,2.882,2.882,2.882,2.882,1,1512.0,1528.95,1529.35,1505.85,0,752.8,762.0,764.3,748.4,0,0,81.26,81.32,81.415,81.17,21270,0,29.85,30.01,29.120001,29.23,28.065941,31219400,38.200001,38.43,38.060001,38.169998,38.169998,3401200 +2013-08-20,132.029999,133.130005,132.020004,132.449997,132.449997,7809100,165.03999299999995,166.199997,164.860001,165.580002,148.4254,89294400,15011.82031,15074.919919999998,14992.16016,15002.99023,15002.99023,102340000,44.349998,46.400002,44.200001,45.849998,45.34473,1287700,1.3417,1.3336,1.3453,1.3323,1,110.15,109.67,110.73,108.61,233190,1,104.97,106.93,107.1,104.5,0,50459,51145,51198,49167,32410,0,2.818,2.818,2.818,2.818,0,1520.9,1511.45,1526.5,1497.15,1,747.2,752.9,756.5,743.9,0,1010,80.934,81.315,81.38,80.77,30890,0,29.309999,30.52,29.24,30.33,29.122135,44816400,37.689999,38.209998999999996,37.389998999999996,37.52,37.52,6767200 +2013-08-21,131.740005,133.229996,131.509995,132.070007,132.070007,10720200,165.119995,166.029999,164.190002,164.559998,147.511093,159530500,14993.80957,15019.7002,14880.83984,14897.54981,14897.54981,98340000,45.349998,45.849998,43.900002,44.0,43.515114,1370700,1.3357,1.3416,1.3428,1.3335,0,109.81,110.11,110.28,109.23,195770,0,103.88,105.26,105.42,103.58,0,51446,50979,51775,50005,25190,1,2.892,2.892,2.892,2.892,1,1508.5,1520.85,1525.45,1505.2,0,741.4,747.6,750.4,740.1,0,0,81.223,80.945,81.55,80.925,37470,1,29.91,30.030001,28.91,28.93,27.777889,53748500,37.490002000000004,37.52,36.990002000000004,37.169998,37.169998,5484900 +2013-08-22,132.559998,133.46000700000002,132.270004,132.809998,132.809998,5741800,164.899994,166.300003,164.889999,166.059998,148.855698,101471400,14908.59961,14989.12012,14899.0,14963.74023,14963.74023,153490000,45.400002,45.799999,44.200001,45.049999,44.553543,898500,1.3356,1.3355,1.3375,1.3299,0,109.9,109.7,110.15,109.4,154990,1,105.19,103.96,105.34,103.62,1,51195,51175,52200,50975,27870,0,2.892,2.892,2.892,2.892,1,1541.45,1508.6,1546.4,1507.7,1,754.5,741.2,756.7,740.9,1,1010,81.531,81.45,81.95,81.41,34230,1,29.4,29.889999,29.07,29.370001,28.200367,35527500,37.150002,37.599998,37.09,37.540001000000004,37.540001000000004,4511400 +2013-08-23,132.580002,135.240005,132.5,134.899994,134.899994,11623400,166.550003,166.830002,165.770004,166.619995,149.35762,90888900,14988.78027,15025.55957,14931.24023,15010.50977,15010.50977,131860000,45.099998,46.650002,45.049999,46.049999,45.542526,1209800,1.3382,1.3356,1.341,1.3333,1,111.04,109.9,111.23,109.77,219410,1,106.36,105.26,106.98,104.34,1,53469,51406,53620,50980,29640,1,2.818,2.818,2.818,2.818,0,1540.9,1541.35,1548.25,1536.55,0,751.2,754.4,755.9,748.4,0,1010,81.392,81.545,81.7,81.245,30450,0,29.33,30.41,29.299999,30.139999,28.939703,42793200,37.41,38.200001,37.27,37.950001,37.950001,5943300 +2013-08-26,134.880005,135.600006,134.149994,135.449997,135.449997,7692100,166.78999299999995,167.300003,165.889999,166.0,148.801865,89702100,15014.580080000002,15049.98047,14945.24023,14946.45996,14946.45996,102820000,46.5,47.200001,45.75,46.299999,45.789768,1340700,1.3369,1.3382,1.3394,1.3356,0,110.73,111.15,111.68,110.5,92720,0,106.12,106.95,107.41,105.6,0,53787,53700,54737,53515,28610,1,2.787,2.824,2.84,2.783,0,1551.85,1548.65,1555.95,1531.9,1,749.9,755.2,756.5,745.6,0,0,81.441,81.4,81.555,81.305,16700,1,30.389999,30.879999,30.030001,30.41,29.198952,34120400,37.950001,38.009997999999996,37.709998999999996,37.959998999999996,37.959998999999996,5700600 +2013-08-27,136.940002,137.550003,136.520004,136.75,136.75,11283300,164.360001,166.0,163.21000700000005,163.330002,146.408493,158619400,14939.25,14939.25,14765.419919999998,14776.12988,14776.12988,118610000,47.5,47.950001,44.049999,44.150002,43.663467,2256000,1.3393,1.3368,1.34,1.3324,1,114.36,111.16,115.29,110.73,288710,1,109.05,106.19,109.37,105.93,1,57290,53850,57645,53850,33910,1,2.709,2.798,2.813,2.707,0,1535.5,1552.05,1555.45,1523.2,0,748.3,750.2,753.8,745.0,0,1010,81.2,81.385,81.615,81.14,34090,0,31.280001,31.35,29.059999,29.1,27.941116,63019200,38.900002,39.049999,38.720001,38.869999,38.869999,14494400 +2013-08-28,137.21000700000002,137.46000700000002,136.660004,136.71000700000002,136.71000700000002,13650400,163.259995,164.490005,163.050003,163.910004,146.928452,108113000,14770.99023,14867.40039,14760.41016,14824.50977,14824.50977,104620000,44.700001,45.75,42.400002,42.799999,42.328342,1876300,1.334,1.3393,1.3399,1.3306,0,116.61,115.3,117.34,114.81,286090,1,109.5,109.25,112.28,109.15,1,55776,57500,59942,55410,40130,0,2.765,2.718,2.795,2.705,1,1538.95,1534.4,1546.5,1516.75,1,746.6,748.0,751.9,737.0,0,1010,81.465,81.165,81.64,81.135,31640,1,29.41,29.959999,28.129999,28.299999,27.172977000000003,62618100,39.220001,39.459998999999996,39.0,39.080002,39.080002,12930500 +2013-08-29,136.119995,136.550003,135.419998,135.869995,135.869995,7939400,163.550003,165.03999299999995,163.399994,164.169998,147.16146899999995,119200500,14817.91016,14916.00977,14792.11035,14840.9502,14840.9502,93170000,42.299999,44.099998,41.349998,43.200001,42.723934,1899600,1.3241,1.3339,1.3344,1.3219,0,115.16,115.86,117.04,114.18,248520,0,108.19,109.59,110.13,107.78,0,55542,55951,56682,54270,29600,0,2.762,2.778,2.8310000000000004,2.7430000000000003,0,1515.1,1538.75,1539.1,1513.4,0,737.75,744.45,744.45,735.85,0,1010,82.00299999999999,81.5,82.27,81.42,41840,1,28.030001,28.92,27.540001,28.540001,27.403423,61229600,39.080002,39.330002,38.490002000000004,38.580002,38.580002,8141800 +2013-08-30,134.649994,135.71000700000002,134.440002,134.619995,134.619995,7680000,164.509995,164.529999,163.169998,163.649994,146.695374,134928900,14844.09961,14848.24023,14762.34961,14810.30957,14810.30957,135850000,42.450001,43.849998,41.900002,42.75,42.278889,898600,1.3222,1.3243,1.3256,1.3175,0,114.01,114.2,115.53,113.63,245060,0,107.77,108.25,108.83,106.83,0,53864,55550,55550,53411,19630,0,2.789,2.7710000000000004,2.793,2.744,1,1523.45,1515.3,1528.9,1510.6,1,722.1,735.65,736.4,719.65,0,0,82.14200000000002,82.025,82.325,81.93,27160,1,28.030001,28.66,27.85,28.129999,27.009748,40929400,38.540001000000004,38.849998,38.209998999999996,38.48,38.48,10364900 +2013-09-03,135.46000700000002,136.78999299999998,135.029999,136.419998,136.419998,8100700,165.229996,165.580002,163.699997,164.389999,147.35870400000005,142375100,14801.54981,14933.34961,14777.48047,14833.95996,14833.95996,142530000,44.150002,44.5,43.450001,43.75,43.267872,1372800,1.317,1.3191,1.3198,1.3138,0,115.68,114.45,116.0,114.06,234730,1,108.47,107.14,108.9,104.28,1,57308,54890,57600,54890,370,1,2.863,2.837,2.9130000000000003,2.813,1,1536.3,1524.3,1540.6,1518.2,1,716.2,726.85,727.7,713.55,0,1010,82.40100000000002,82.35,82.78,82.28,31780,1,28.65,28.91,28.280001,28.4,27.268997,35970300,38.25,38.880001,38.23,38.759997999999996,38.759997999999996,7917800 +2013-09-04,134.610001,134.839996,133.720001,134.660004,134.660004,7785400,164.429993,166.029999,164.130005,165.75,148.57782,97389400,14832.419919999998,14956.74023,14799.08984,14930.87012,14930.87012,122150000,43.0,43.849998,42.75,43.799999,43.317318,976300,1.3209,1.3171,1.3219999999999998,1.3156,1,114.91,115.65,116.09,114.4,209650,0,107.34,108.53,108.7,106.86,0,53141,56305,57450,52800,220,0,2.897,2.865,2.908,2.847,1,1499.15,1536.25,1539.75,1491.3,0,696.6,717.5,717.5,697.5,0,0,82.205,82.405,82.47,82.105,22100,0,28.049999,28.58,27.879999,28.58,27.441828000000005,34233800,38.349998,38.549999,38.139998999999996,38.34,38.34,4293200 +2013-09-05,134.130005,134.350006,131.800003,132.199997,132.199997,11118600,165.850006,166.399994,165.729996,165.96000700000005,148.766083,63090500,14929.49023,14987.46973,14923.26953,14937.48047,14937.48047,101010000,43.799999,43.849998,41.25,41.450001,40.993217,1580700,1.3119999999999998,1.3207,1.3223,1.311,0,115.26,114.95,115.55,114.29,151290,1,108.5,107.64,108.59,107.17,1,53227,53180,53694,52195,90,1,2.9960000000000004,2.895,3.0010000000000003,2.885,1,1485.15,1499.7,1502.8,1473.45,0,685.8,694.65,694.65,685.6,0,1010,82.66799999999998,82.225,82.71,82.1,44640,1,28.299999,28.41,27.43,27.530001,26.433643,48364600,38.529999,38.77,38.299999,38.689999,38.689999,4415300 +2013-09-06,133.419998,134.399994,133.330002,134.149994,134.149994,8448700,166.509995,166.979996,164.479996,166.03999299999995,148.837738,159756500,14941.54981,15009.83984,14789.40039,14922.5,14922.5,108410000,42.400002,42.5,41.400002,42.150002,41.685505,1246300,1.318,1.3119,1.3189,1.3104,1,116.12,115.35,116.56,115.02,168830,1,110.3,108.64,110.83,108.25,1,54817,54689,55520,53351,22920,1,2.934,2.99,3.007,2.864,0,1495.5,1485.3,1505.75,1478.2,1,695.45,685.4,697.2,685.4,1,1010,82.167,82.67,82.7,81.935,39060,0,27.950001,28.290001,27.799999,28.01,26.894527000000004,31426800,39.080002,39.540001000000004,39.029999,39.360001000000004,39.360001000000004,10433100 +2013-09-09,134.130005,134.320007,133.669998,133.910004,133.910004,5090500,166.449997,167.729996,166.449997,167.630005,150.263,87559300,14927.19043,15088.41016,14927.19043,15063.12012,15063.12012,90660000,42.349998,42.349998,40.150002,40.349998,39.905338,1320200,1.3255,1.3169,1.3281,1.3159,1,113.72,115.93,116.18,113.0,200570,0,108.96,110.34,110.52,108.82,0,54117,54507,54787,53937,7540,0,2.914,2.942,2.951,2.875,0,1486.8,1497.8,1499.2,1481.4,0,681.4,696.1,696.1,680.7,0,0,81.796,82.25,82.33,81.685,31870,0,28.01,28.18,27.559999,27.65,26.548862,29911900,39.240002000000004,39.360001000000004,38.84,38.939999,38.939999,7909900 +2013-09-10,131.820007,132.0,131.110001,131.740005,131.740005,8433100,168.639999,168.899994,168.259995,168.869995,151.374557,105847200,15067.23047,15192.12988,15067.23047,15191.05957,15191.05957,103200000,39.5,39.549999,37.700001,37.799999,37.383438,1813700,1.3268,1.3255,1.3276,1.3230000000000002,1,111.25,113.0,113.55,110.59,176160,0,107.31,109.05,109.08,106.52,0,52235,53955,53955,51759,20140,0,2.966,2.918,2.972,2.9160000000000004,1,1476.2,1486.75,1487.9,1471.9,0,695.7,689.1,697.8,684.3,1,1010,81.819,81.835,81.985,81.73,29330,1,27.09,27.129999,26.450001,26.57,25.511873,46624300,38.220001,38.439999,38.029999,38.34,38.34,10700900 +2013-09-11,131.580002,131.809998,131.259995,131.699997,131.699997,5046600,168.639999,169.399994,168.350006,169.399994,151.84964,94545900,15194.12988,15326.59961,15194.12988,15326.59961,15326.59961,102090000,37.849998,38.049999,36.549999,37.799999,37.383438,1362700,1.3312,1.327,1.3327,1.3245,1,111.5,111.52,112.49,111.02,109340,1,107.72,107.44,108.16,106.6,1,52439,52444,52896,51824,18160,1,2.912,2.97,2.979,2.908,0,1474.6,1476.6,1487.25,1469.2,0,689.6,694.15,696.4,692.3,0,1010,81.52199999999998,81.83,81.94,81.455,43840,0,26.68,26.83,26.200001,26.790001,25.723114,34982000,38.490002000000004,38.59,38.220001,38.48,38.48,5546400 +2013-09-12,128.619995,128.779999,127.610001,127.669998,127.669998,12944000,169.339996,169.559998,168.720001,168.949997,151.446274,83209000,15327.13965,15345.32031,15283.25977,15300.63965,15300.63965,99760000,36.0,36.5,34.799999,34.900002,34.5154,1532600,1.3299,1.331,1.3326,1.3261,0,112.63,111.51,113.05,111.33,93450,1,108.74,107.85,109.24,107.38,1,50495,52140,52325,50337,24500,0,2.905,2.92,2.92,2.862,0,1445.2,1474.75,1476.35,1435.75,0,691.2,687.2,689.8,687.2,1,1000,81.491,81.49,81.74,81.35,20720,0,25.9,26.0,25.24,25.290001,24.28285,64028900,38.599998,39.009997999999996,38.560001,38.869999,38.869999,4897300 +2013-09-13,127.160004,127.959999,126.209999,127.82,127.82,12060400,169.130005,169.46000700000005,168.740005,169.330002,151.78686499999995,72727800,15312.86035,15380.96973,15312.86035,15376.05957,15376.05957,90890000,34.650002,35.5,34.299999,35.25,34.861542,1538100,1.3294,1.3299,1.3323,1.3255,0,112.78,112.87,112.91,111.6,18640,1,108.58,108.7,108.8,107.29,0,49410,50699,50699,49160,24630,0,2.89,2.914,2.957,2.879,0,1453.75,1445.25,1454.25,1426.05,1,697.5,688.65,699.25,688.65,1,1000,81.44800000000002,81.535,81.73,81.415,16040,0,25.16,25.73,25.08,25.629999,24.609308,50205800,38.470001,38.880001,38.360001000000004,38.849998,38.849998,3234200 +2013-09-16,127.480003,128.020004,126.330002,126.449997,126.449997,9829100,171.160004,171.240005,170.03999299999995,170.309998,152.665344,106299200,15381.36035,15549.87012,15381.36035,15494.78027,15494.78027,105740000,35.75,36.200001,34.950001,35.549999,35.158234,1556900,1.3334,1.3306,1.3386,1.3296,1,110.07,111.25,111.49,108.73,249440,0,106.16,107.59,108.09,106.15,0,49832,49752,50052,48866,22900,0,2.862,2.89,2.89,2.777,0,1438.0,1455.95,1462.8,1433.5,0,704.3,707.9,710.95,704.1,1,0,81.072,81.16,81.19,81.005,610,0,25.780001,26.030001,25.370001,25.389999,24.378866,36537700,38.25,38.509997999999996,38.099998,38.110001000000004,38.110001000000004,6052600 +2013-09-17,126.809998,126.989998,126.110001,126.5,126.5,8135500,170.46000700000005,171.110001,170.46000700000005,171.070007,153.346619,82523300,15503.15039,15555.07031,15503.15039,15529.73047,15529.73047,104480000,35.75,36.349998,35.349998,36.25,35.850525,1063000,1.3359,1.3334,1.3371,1.3326,1,108.19,109.5,110.0,107.41,214350,0,105.5,106.31,106.52,105.03,0,49401,49800,50419,49281,20690,0,2.849,2.8680000000000003,2.874,2.829,0,1424.0,1437.9,1447.85,1419.1,0,704.4,705.5,710.9,697.9,1,1000,81.295,81.42,81.505,81.245,13010,1,25.65,25.93,25.43,25.93,24.897364000000003,39034600,37.970001,38.02,37.619999,37.740002000000004,37.740002000000004,6761700 +2013-09-18,125.32,132.160004,125.150002,132.009995,132.009995,24780000,171.009995,173.520004,170.580002,173.050003,155.12149,203460600,15533.03027,15709.580080000002,15470.16016,15676.94043,15676.94043,145410000,35.900002,39.900002,35.150002,39.200001,38.768013,2875900,1.3522,1.3359,1.3542,1.3338,1,110.6,107.85,111.06,107.64,200710,1,108.18,105.66,108.62,105.45,1,49577,49290,49899,48488,24080,1,2.692,2.844,2.9,2.673,0,1469.75,1424.05,1470.95,1411.8,1,701.45,698.45,698.45,698.45,0,1000,80.367,81.3,81.37,80.17,48160,0,25.65,28.639999,25.469999,28.25,27.124969,114753100,37.889998999999996,38.799999,37.810001,38.68,38.68,7837200 +2013-09-19,132.0,132.779999,131.220001,131.75,131.75,14353900,173.520004,173.600006,172.589996,172.759995,154.861542,146616900,15677.86035,15695.88965,15625.4502,15636.54981,15636.54981,116280000,39.700001,39.799999,37.099998,37.849998,37.432888,1607600,1.3530000000000002,1.3521,1.3569,1.35,1,108.76,110.92,111.26,108.52,201580,0,106.16,108.56,109.32,106.41,0,51750,49956,52165,49956,25640,1,2.752,2.704,2.757,2.675,1,1461.7,1469.8,1481.55,1460.35,0,734.7,721.2,738.7,717.8,1,1000,80.48,80.285,80.56,80.155,36220,1,28.450001,28.51,26.98,27.360001,26.270414,72377600,38.560001,38.619999,38.040001000000004,38.080002,38.080002,6891700 +2013-09-20,130.600006,130.910004,127.900002,127.959999,127.959999,19558200,172.330002,172.330002,170.580002,170.720001,153.778763,132867100,15635.08984,15654.76953,15448.08984,15451.08984,15451.08984,379650000,36.799999,36.799999,34.150002,34.450001,34.070353999999995,4471800,1.3524,1.3531,1.355,1.3498,0,109.22,108.62,109.67,108.4,160650,1,104.68,106.37,106.46,104.32,0,49306,51301,51649,49170,28000,0,2.736,2.752,2.774,2.717,0,1431.15,1461.4,1463.8,1428.55,0,716.8,734.6,735.0,716.0,0,990,80.54899999999998,80.45,80.685,80.405,22690,1,26.91,26.92,25.549999,25.76,24.734133,95898100,37.970001,38.18,37.650002,37.77,37.77,5630500 +2013-09-23,127.519997,128.440002,127.330002,127.550003,127.550003,7421800,170.490005,170.649994,169.389999,169.929993,153.06715400000004,104616500,15452.30957,15466.9502,15368.25,15401.37988,15401.37988,94920000,34.450001,35.200001,33.549999,33.700001,33.328621000000005,1305500,1.3493,1.3546,1.3556,1.3479,0,108.16,109.22,109.45,107.76,169120,0,103.38,104.94,105.17,103.17,0,49393,48728,49457,48432,17530,1,2.701,2.736,2.758,2.697,0,1427.25,1432.7,1437.45,1420.2,0,716.3,720.8,720.8,718.0,0,0,80.571,80.47,80.645,80.395,14780,1,25.540001,26.07,24.75,25.17,24.167629,55259900,37.330002,37.459998999999996,37.16,37.27,37.27,5853200 +2013-09-24,126.400002,128.21000700000002,126.339996,127.660004,127.660004,7349700,169.899994,170.529999,169.21000700000005,169.529999,152.706863,106333100,15402.54004,15433.75,15327.13965,15334.58984,15334.58984,85430000,33.5,33.799999,32.849998,33.450001,33.081383,1481000,1.3474,1.3493,1.3519,1.3464,0,108.64,107.96,108.9,107.43,197990,1,103.37,103.47,103.68,102.34,0,49152,49390,49531,48460,20880,0,2.655,2.7030000000000003,2.708,2.642,0,1428.2,1427.2,1432.7,1416.9,1,718.35,716.8,716.8,713.2,1,990,80.69,80.57,80.745,80.52,15620,1,24.84,25.34,24.57,25.08,24.081213,41784500,37.049999,37.299999,36.849998,37.220001,37.220001,5837700 +2013-09-25,127.57,129.21000700000002,127.519997,128.78999299999998,128.78999299999998,7519100,169.639999,169.979996,168.889999,169.03999299999995,152.265503,117306500,15339.01953,15372.48047,15253.16016,15273.25977,15273.25977,81890000,33.75,34.900002,33.5,33.799999,33.427521,1059100,1.3526,1.3473,1.3538,1.3461,1,108.32,108.73,110.09,107.89,211600,0,102.3,103.47,104.02,102.27,0,49171,49225,49550,48650,21280,1,2.6260000000000003,2.657,2.6660000000000004,2.61,0,1429.95,1428.25,1437.75,1426.05,1,724.2,721.0,721.0,718.9,1,0,80.443,80.69,80.74,80.395,19240,0,25.23,26.0,25.17,25.52,24.503691,52931800,37.290001000000004,37.349998,36.82,36.880001,36.880001,4913600 +2013-09-26,128.610001,128.990005,127.32,127.790001,127.790001,9491300,169.320007,170.169998,169.050003,169.690002,152.850998,77146900,15274.419919999998,15387.19043,15274.419919999998,15328.29981,15328.29981,79050000,34.0,34.150002,32.900002,33.400002,33.031925,956100,1.3489,1.3526,1.3529,1.3471,0,109.21,108.0,109.26,108.0,143120,1,102.88,102.34,103.33,102.24,1,48639,49000,49444,48322,22500,0,2.648,2.635,2.659,2.622,1,1415.05,1429.55,1437.7,1412.2,0,723.3,723.2,726.6,720.8,0,0,80.638,80.485,80.76,80.405,17850,1,25.530001,25.780001,24.799999,25.110001,24.110018,39161000,37.040001000000004,37.169998,36.889998999999996,37.080002,37.080002,2942700 +2013-09-27,128.860001,129.580002,128.839996,128.970001,128.970001,7430200,168.839996,169.139999,168.470001,168.910004,152.14840700000005,99141800,15317.4502,15317.4502,15211.80957,15258.24023,15258.24023,95660000,33.799999,34.299999,33.25,33.25,32.883583,1357000,1.3522,1.3487,1.3565,1.3473,1,108.63,109.0,109.67,108.1,190340,0,102.83,102.98,103.84,102.44,0,49680,48406,50215,48191,23110,1,2.628,2.648,2.67,2.605,0,1422.75,1415.1,1424.8,1401.2,1,730.2,723.1,734.2,720.6,1,990,80.377,80.65,80.7,80.205,17030,0,25.459999,25.67,24.93,25.17,24.167629,25521800,37.049999,37.380001,36.91,36.959998999999996,36.959998999999996,4181700 +2013-09-30,127.949997,129.139999,127.699997,128.179993,128.179993,8979000,167.479996,168.53999299999995,167.149994,168.009995,151.337677,143937000,15249.82031,15249.82031,15086.70996,15129.669919999998,15129.669919999998,122330000,32.950001,34.25,32.900002,33.549999,33.180279,973800,1.3526,1.348,1.3557,1.3468,1,108.37,108.2,108.68,107.22,149010,0,102.31,102.51,102.81,101.1,0,49148,49305,49899,48652,19480,0,2.615,2.595,2.645,2.59,1,1405.05,1420.6,1427.75,1402.3,0,723.3,731.0,733.4,723.2,0,0,80.32300000000002,80.46,80.49,80.115,16350,0,24.9,25.370001,24.809999,25.02,24.023598,28640200,36.48,37.02,36.400002,36.849998,36.849998,5326500 +2013-10-01,125.25,125.260002,123.809998,124.589996,124.589996,16721100,168.139999,169.5,167.970001,169.339996,152.535706,127160000,15132.49023,15208.40039,15110.33984,15191.7002,15191.7002,82460000,32.849998,33.25,32.5,32.950001,32.586890999999994,1190300,1.3526,1.3528,1.359,1.3517,1,107.94,108.38,108.41,106.81,189650,0,101.64,102.34,102.61,101.09,0,47902,48960,49325,46866,30720,0,2.65,2.614,2.6660000000000004,2.612,1,1386.25,1405.1,1414.15,1375.2,0,718.2,723.2,729.4,714.4,0,990,80.25,80.35,80.41,79.955,28640,0,24.42,24.65,24.299999,24.41,23.437893,48633800,36.610001000000004,36.790001000000004,36.41,36.68,36.68,6338200 +2013-10-03,126.769997,127.690002,126.220001,127.18,127.18,11632900,168.78999299999995,168.940002,166.839996,167.619995,150.986374,176698000,15127.23047,15127.23047,14947.03027,14996.48047,14996.48047,91300000,32.549999,33.150002,32.0,32.049999,31.696804,868800,1.3618,1.3577,1.3646,1.3576,1,109.0,108.9,109.85,108.58,212250,0,102.94,103.89,104.45,102.95,0,48653,48358,48891,47870,22640,1,2.605,2.617,2.652,2.5810000000000004,0,1377.65,1393.1,1394.8,1366.4,0,703.0,720.2,720.8,698.1,0,990,79.846,79.935,80.02,79.72,15640,0,24.559999,24.799999,24.25,24.26,23.293867,27697600,37.580002,37.59,37.060001,37.139998999999996,37.139998999999996,4842500 +2013-10-04,127.050003,127.150002,126.0,126.529999,126.529999,6923700,167.75,169.059998,167.529999,168.889999,152.13038600000004,96878000,14994.67969,15083.99023,14972.330080000002,15072.580080000002,15072.580080000002,75100000,32.150002,32.549999,31.6,31.950001,31.597908,864900,1.3558,1.3618,1.3632,1.3538,0,109.46,108.69,109.77,108.61,144470,1,103.66,103.06,104.32,103.03,1,48197,48201,48600,47788,20350,0,2.645,2.61,2.659,2.61,1,1390.05,1378.1,1390.9,1374.9,1,700.1,703.2,709.4,692.5,0,990,80.22,79.85,80.285,79.78,14310,1,24.33,24.450001,24.030001,24.190001,23.226654,24234600,37.439999,37.529999,37.209998999999996,37.310001,37.310001,2772300 +2013-10-07,127.25,128.330002,127.120003,127.639999,127.639999,6732800,167.419998,168.449997,167.25,167.429993,150.815277,96295000,15069.29981,15069.29981,14920.830080000002,14936.24023,14936.24023,79620000,32.150002,32.5,31.85,32.400002,32.04295,902700,1.3582,1.3556,1.3592,1.3542,1,109.68,109.21,110.17,107.89,227730,1,103.18,103.5,103.79,101.91,0,49630,49160,49800,48350,19660,1,2.63,2.634,2.637,2.6060000000000003,0,1399.7,1392.2,1404.6,1384.8,1,703.4,702.0,705.7,695.7,1,0,80.02600000000002,80.2,80.235,79.97,13140,0,24.4,24.629999,24.33,24.59,23.610727,33627300,36.790001000000004,37.360001000000004,36.700001,37.139998999999996,37.139998999999996,4606500 +2013-10-08,127.790001,128.449997,127.209999,127.400002,127.400002,6999700,167.399994,167.619995,165.360001,165.479996,149.058746,178015000,14938.04004,14938.04004,14773.46973,14776.53027,14776.53027,102690000,32.349998,32.450001,30.35,30.5,30.163889,1456200,1.3573,1.3583,1.3609,1.3558,0,110.16,109.64,110.8,109.38,163840,1,103.53,103.21,104.13,102.9,1,49952,49665,50123,49261,18320,1,2.638,2.6260000000000003,2.659,2.614,1,1402.9,1399.4,1411.25,1397.05,1,713.2,703.3,716.9,702.1,1,990,80.132,80.0,80.17,79.915,15810,1,24.57,24.639999,23.6,23.82,22.871387,48557000,37.380001,37.490002000000004,37.220001,37.310001,37.310001,3451300 +2013-10-09,126.209999,126.889999,124.970001,126.110001,126.110001,10705100,165.800003,166.199997,164.529999,165.600006,149.166809,168973000,14778.19043,14852.5,14719.42969,14802.98047,14802.98047,103190000,30.25,31.35,29.299999,30.549999,30.213337,1615900,1.3524,1.3573,1.3605,1.3486,0,109.06,110.16,110.25,108.12,171120,0,101.44,103.52,103.78,101.22,0,49009,49860,49875,48578,20030,0,2.661,2.623,2.674,2.616,1,1387.8,1402.45,1405.3,1377.85,0,703.2,713.0,713.8,700.3,0,990,80.46600000000002,79.97,80.865,79.95,29220,1,23.620001,24.16,23.129999,23.92,22.967407,33991300,36.880001,36.959998999999996,36.450001,36.549999,36.549999,10998900 +2013-10-10,125.339996,125.830002,124.099998,124.269997,124.269997,10523600,167.28999299999995,169.259995,167.229996,169.169998,152.382568,195955000,14806.38965,15126.07031,14806.38965,15126.07031,15126.07031,106540000,30.549999,31.15,29.9,30.299999,29.966091,766500,1.352,1.3524,1.3546,1.3488,0,111.8,109.04,112.0,108.92,212350,1,102.88,101.58,103.69,101.28,1,48264,49189,49221,48165,19390,0,2.6830000000000003,2.667,2.722,2.667,1,1386.0,1387.65,1399.4,1380.7,0,708.0,702.9,712.9,701.3,1,990,80.517,80.5,80.685,80.395,16000,1,23.84,24.1,23.459999,23.559999,22.621744,36571100,36.580002,37.290001000000004,36.529999,37.099998,37.099998,6817800 +2013-10-11,122.370003,122.809998,121.849998,122.599998,122.599998,15972600,168.910004,170.320007,168.770004,170.259995,153.364395,105040000,15126.51953,15237.29981,15100.12988,15237.11035,15237.11035,85730000,29.75,30.049999,28.950001,28.950001,28.63097,1285300,1.3542,1.3519,1.3582,1.3517,1,111.28,111.65,111.85,110.51,141350,0,101.81,103.05,103.06,100.71,0,46891,48021,48030,46700,23090,0,2.6910000000000003,2.687,2.693,2.645,1,1373.1,1386.15,1391.55,1363.05,0,712.9,708.2,717.0,707.5,1,990,80.452,80.58,80.625,80.34,14420,0,23.219999,23.370001,22.93,23.049999,22.132055,46747300,36.459998999999996,36.84,36.419998,36.75,36.75,6146800 +2013-10-14,123.900002,124.239998,122.809998,122.830002,122.830002,6118200,169.21000700000005,171.080002,169.080002,170.940002,153.976929,112106000,15231.330080000002,15309.48047,15136.37988,15301.25977,15301.25977,81420000,29.450001,29.75,28.5,28.950001,28.63097,813500,1.3561,1.3544,1.3598,1.3542,1,111.04,110.87,111.41,109.87,106790,0,102.14,101.44,102.69,101.12,1,47374,46788,47986,46654,16480,1,2.74,2.74,2.742,2.737,1,1379.5,1371.2,1391.6,1366.7,1,714.6,711.5,718.9,710.7,1,0,80.311,80.385,80.475,80.2,10070,0,23.23,23.34,22.92,23.110001,22.189667,22566300,36.66,37.02,36.549999,36.869999,36.869999,2665400 +2013-10-15,122.279999,124.360001,122.220001,123.730003,123.730003,8384200,170.509995,171.149994,169.470001,169.699997,152.860001,155485000,15300.29981,15301.91016,15161.330080000002,15168.00977,15168.00977,91440000,28.9,29.299999,28.200001,29.0,28.680416,1920800,1.3523,1.3561,1.3571,1.3479,0,109.96,111.08,111.27,109.53,93750,0,100.95,102.24,102.51,100.92,0,47281,47105,47394,45951,30470,0,2.728,2.739,2.74,2.6910000000000003,0,1380.1,1379.7,1388.4,1361.5,1,705.4,714.4,715.1,702.6,0,990,80.561,80.445,80.8,80.34,25390,1,22.98,23.780001,22.879999,23.76,22.81378,49631500,36.650002,36.869999,36.450001,36.470001,36.470001,5475100 +2013-10-16,123.519997,123.889999,122.510002,123.540001,123.540001,8523400,170.720001,172.160004,170.639999,172.070007,154.994797,161676000,15170.7002,15374.15039,15170.7002,15373.830080000002,15373.830080000002,92850000,29.049999,29.200001,28.25,28.299999,27.988131,1850300,1.3535,1.3523,1.3567,1.3472,1,110.86,109.45,111.23,109.45,15370,1,102.12,100.95,103.05,100.83,1,47372,47363,47540,46910,11950,1,2.667,2.74,2.759,2.6630000000000003,0,1402.05,1380.15,1403.7,1378.85,1,717.0,705.3,719.1,704.4,1,0,80.563,80.585,80.85,80.37,18320,0,23.639999,23.68,23.219999,23.280001,22.352896,39103400,36.619999,37.18,36.580002,36.919998,36.919998,4902600 +2013-10-17,127.010002,127.860001,126.809998,127.419998,127.419998,11785100,171.369995,173.320007,171.339996,173.220001,156.03067,129389000,15369.45996,15376.11035,15229.01953,15371.65039,15371.65039,108490000,29.700001,31.75,29.35,31.0,30.658375,2079700,1.3676,1.3535,1.3681,1.3514,1,109.11,110.57,110.66,108.71,233730,0,100.72,102.16,102.35,100.06,0,48126,47231,48853,46762,28790,1,2.592,2.6710000000000003,2.672,2.5810000000000004,0,1431.55,1401.7,1438.85,1393.45,1,737.9,717.1,740.9,713.4,1,990,79.718,80.635,80.65,79.68,26220,0,24.129999,24.969999,24.09,24.5,23.524311,61897600,36.5,36.57,36.130001,36.380001,36.380001,9756900 +2013-10-18,126.870003,127.330002,126.599998,126.849998,126.849998,5350500,173.860001,174.509995,173.509995,174.389999,157.084564,138316000,15371.70996,15412.96973,15321.80957,15399.65039,15399.65039,156660000,31.0,31.299999,30.450001,30.5,30.163889,1050100,1.3685,1.3674,1.3704,1.3659,1,109.94,109.13,110.24,108.95,181540,1,100.75,100.84,101.83,100.64,1,48195,47850,48666,47606,18020,1,2.583,2.6010000000000004,2.605,2.54,0,1439.0,1431.25,1444.9,1429.15,1,741.3,737.4,742.5,734.7,1,990,79.727,79.77,79.82,79.55,12860,1,24.52,24.77,24.299999,24.379999,23.409086,23734800,36.560001,36.59,36.34,36.450001,36.450001,4157200 +2013-10-21,127.129997,127.339996,126.790001,126.980003,126.980003,3395200,174.449997,174.75,174.009995,174.399994,157.093552,104104000,15401.32031,15410.17969,15362.66016,15392.2002,15392.2002,93660000,30.700001,31.700001,30.65,31.549999,31.202316,697000,1.3683,1.3687,1.3691,1.3651,0,109.64,109.96,110.19,109.21,190110,0,99.27,100.96,101.28,99.31,0,49178,48255,49280,48255,17350,1,2.6010000000000004,2.59,2.62,2.579,1,1435.9,1438.8,1446.15,1431.9,0,751.9,745.7,752.1,742.4,1,0,79.751,79.73,79.875,79.68,11060,1,24.469999,24.969999,24.43,24.93,23.937185,27070400,36.23,36.310001,35.849998,35.939999,35.939999,4922200 +2013-10-22,128.25,129.809998,128.220001,129.339996,129.339996,8849000,174.910004,175.929993,174.429993,175.410004,158.00337199999996,126663000,15394.21973,15518.09961,15394.21973,15467.66016,15467.66016,107030000,32.25,33.400002,32.25,32.75,32.389091,1145300,1.3781,1.3683,1.3794,1.3662,1,109.97,109.76,110.94,109.57,238660,1,97.8,99.06,99.77,97.5,0,49884,48948,49990,48550,25920,1,2.511,2.607,2.611,2.509,0,1450.7,1435.95,1452.7,1426.35,1,753.8,752.0,754.3,742.5,1,990,79.29,79.785,79.86,79.235,20370,0,25.5,26.120001,25.43,26.02,24.98378,53476300,35.98,36.150002,35.389998999999996,35.41,35.41,10216300 +2013-10-23,128.550003,129.089996,128.350006,128.690002,128.690002,5092200,174.809998,174.889999,173.96000700000005,174.570007,157.24671899999996,105484000,15465.33984,15465.66016,15366.19043,15413.330080000002,15413.330080000002,90630000,32.450001,33.400002,32.150002,32.75,32.389091,1812700,1.3777,1.3784,1.3794,1.3741,0,107.8,109.99,110.06,107.35,324610,0,97.13,98.21,98.38,96.25,0,49760,49751,50199,49656,16330,0,2.498,2.507,2.509,2.471,0,1436.85,1450.65,1450.8,1432.2,0,744.5,754.0,754.0,743.6,0,0,79.329,79.31,79.44,79.19,13440,1,25.809999,26.0,25.08,25.18,24.177231,45435300,34.779999,35.130001,34.669998,34.950001,34.950001,12477900 +2013-10-24,129.410004,130.529999,129.410004,129.899994,129.899994,10221400,174.919998,175.369995,174.509995,175.149994,157.76918,70350000,15414.87012,15528.62988,15414.12988,15509.20996,15509.20996,89240000,33.299999,34.700001,33.299999,34.450001,34.070353999999995,1711300,1.38,1.3776,1.3826,1.3764,1,106.99,107.65,108.26,106.9,242300,0,97.17,97.16,97.75,96.01,1,50107,49904,50330,49719,18330,1,2.52,2.5,2.522,2.474,1,1449.7,1437.15,1457.05,1437.15,1,747.1,744.3,751.0,744.3,1,990,79.245,79.355,79.375,79.135,13680,0,25.85,26.27,25.790001,26.129999,25.089396,56123000,34.68,35.049999,34.59,34.990002000000004,34.990002000000004,5583100 +2013-10-25,129.529999,130.919998,129.46000700000002,130.46000700000002,130.46000700000002,8767900,175.509995,176.0,175.169998,175.949997,158.489792,93625000,15523.71973,15570.59961,15512.95996,15570.28027,15570.28027,109900000,34.25,35.0,33.650002,34.75,34.36705,1172600,1.3805,1.3801,1.3833,1.3774,1,106.93,107.09,107.39,106.27,212280,0,97.97,97.27,98.14,97.07,1,49709,49930,50030,49151,21540,0,2.511,2.52,2.522,2.494,0,1454.1,1449.6,1457.75,1440.15,1,742.9,746.8,748.2,733.9,0,0,79.24600000000002,79.255,79.38,79.06,11620,0,25.98,26.450001,25.74,26.32,25.27183,24939200,35.060001,35.349998,35.009997999999996,35.32,35.32,3832900 +2013-10-28,130.410004,131.440002,130.100006,130.559998,130.559998,6807800,175.889999,176.470001,175.699997,176.229996,158.741989,84979000,15569.19043,15599.08984,15533.48047,15568.92969,15568.92969,92760000,34.900002,36.049999,34.349998,35.849998,35.454929,1422000,1.3784,1.3803,1.3817,1.3775,0,109.61,107.04,109.68,106.85,266180,1,98.54,97.94,98.88,97.43,1,49561,49655,49980,49432,17490,0,2.523,2.514,2.527,2.5,1,1468.7,1452.8,1474.15,1450.15,1,745.2,743.2,751.4,741.1,1,0,79.306,79.3,79.445,79.205,10850,1,26.389999,26.91,26.07,26.540001,25.483068,27557200,35.279999,35.610001000000004,35.200001,35.549999,35.549999,4293400 +2013-10-29,130.160004,130.589996,129.570007,129.770004,129.770004,5328500,176.630005,177.240005,176.380005,177.169998,159.588699,87401000,15572.20996,15683.080080000002,15572.20996,15680.34961,15680.34961,86600000,35.75,36.0,34.349998,34.400002,34.020912,1360700,1.3746,1.3784,1.3813,1.3735,0,109.01,109.41,109.46,108.45,185010,0,97.77,98.62,98.64,97.77,0,49445,49777,49824,49060,19610,0,2.503,2.52,2.536,2.5,0,1459.45,1468.4,1473.45,1458.5,0,745.2,745.1,748.1,741.2,1,980,79.67,79.385,79.74,79.34,18070,1,26.389999,26.48,25.700001,25.780001,24.753336,38950500,35.389998999999996,35.490002000000004,35.290001000000004,35.41,35.41,2333100 +2013-10-30,130.830002,131.220001,128.809998,129.600006,129.600006,8896000,177.380005,177.509995,175.660004,176.28999299999995,158.796005,140002000,15680.74023,15721.0,15574.51953,15618.75977,15618.75977,79170000,35.299999,35.849998,34.049999,35.450001,35.059341,1964600,1.3736,1.3745,1.3785,1.3696,0,109.86,108.76,110.16,108.59,234600,1,96.58,97.79,97.84,96.57,0,50028,49430,50391,49334,20250,1,2.5380000000000003,2.509,2.549,2.4730000000000003,1,1465.0,1459.5,1481.35,1453.2,1,744.0,745.1,752.0,743.3,0,0,79.837,79.7,79.975,79.485,16310,1,26.25,26.43,25.18,26.23,25.185415,42162800,35.07,35.130001,34.810001,34.849998,34.849998,5929200 +2013-11-01,126.860001,127.169998,126.050003,126.949997,126.949997,9566200,176.020004,176.610001,175.220001,176.21000700000005,158.72401399999995,142805000,15558.00977,15649.40039,15543.25,15615.54981,15615.54981,101830000,33.200001,33.549999,32.599998,32.900002,32.537445,898500,1.3487,1.3584,1.3592,1.3481,0,105.91,109.05,109.41,105.78,298580,0,94.61,96.38,96.71,94.42,0,48675,48502,48919,48200,17330,1,2.62,2.56,2.629,2.5540000000000003,1,1455.2,1452.1,1458.85,1446.15,1,740.5,737.8,742.0,732.8,1,0,80.81,80.33,80.87,80.32,31320,1,24.66,24.719999,24.02,24.08,23.121037,59342300,34.450001,34.450001,34.02,34.130001,34.130001,9774900 +2013-11-04,127.18,127.519997,126.739998,126.809998,126.809998,3819300,176.690002,176.899994,175.979996,176.830002,159.282471,85677000,15621.2002,15658.90039,15588.48047,15639.12012,15639.12012,71200000,33.150002,34.099998,33.0,33.950001,33.575866999999995,636900,1.3516,1.3489,1.3527,1.3443,1,106.23,105.78,106.58,105.13,230570,1,94.47,94.57,95.16,94.12,0,48257,48603,48688,48120,4560,0,2.603,2.615,2.624,2.589,0,1455.3,1454.45,1458.3,1447.7,1,748.95,751.0,751.0,751.0,1,980,80.64,80.81,81.025,80.61,17470,0,24.379999,24.860001,24.299999,24.809999,23.821966,36347100,34.060001,34.279999,34.02,34.040001000000004,34.040001000000004,4571600 +2013-11-05,126.709999,126.860001,126.0,126.559998,126.559998,4941200,176.139999,176.75,175.570007,176.270004,158.778,85825000,15631.21973,15651.88965,15522.17969,15618.21973,15618.21973,91890000,33.75,33.849998,32.900002,33.400002,33.031925,819000,1.3474,1.3514,1.3523,1.3449,0,105.33,106.25,106.53,105.19,186820,0,93.69,94.51,94.94,93.11,0,48159,48050,48249,47732,13070,0,2.67,2.602,2.677,2.594,1,1452.55,1455.25,1459.55,1448.15,0,749.75,745.15,745.15,745.15,1,980,80.78699999999998,80.63,80.895,80.575,15130,1,24.629999,24.700001,24.200001,24.49,23.514708,24843100,33.93,33.990002000000004,33.549999,33.669998,33.669998,6565300 +2013-11-06,127.110001,127.360001,126.919998,127.199997,127.199997,3544900,177.029999,177.5,176.53999299999995,177.169998,159.588699,87348000,15628.71973,15750.29004,15628.71973,15746.87988,15746.87988,109200000,33.700001,34.450001,33.650002,34.450001,34.070353999999995,914800,1.3512,1.3476,1.355,1.3468,1,105.24,105.64,106.41,104.86,243840,0,94.93,93.79,95.45,93.7,1,48649,48105,49154,48002,16700,1,2.644,2.668,2.673,2.631,0,1465.0,1452.55,1469.75,1449.85,1,763.7,752.5,765.0,750.3,1,0,80.559,80.785,80.8,80.455,14700,0,24.74,24.9,24.639999,24.790001,23.802761,22748600,33.860001000000004,34.369999,33.860001000000004,34.189999,34.189999,9995400 +2013-11-07,126.139999,126.849998,125.860001,126.160004,126.160004,7700100,177.5,177.639999,174.759995,174.929993,157.570953,157000000,15751.30957,15797.67969,15586.330080000002,15593.98047,15593.98047,103860000,33.650002,34.0,32.450001,32.599998,32.240742,1322800,1.342,1.3514,1.3529,1.3296,0,103.46,105.0,105.21,103.24,291120,0,94.37,95.0,95.4,93.88,0,48440,48535,49150,47901,23580,0,2.602,2.644,2.651,2.596,0,1456.8,1465.25,1473.35,1451.3,0,761.5,763.6,764.6,753.4,0,980,80.854,80.625,81.565,80.52,42950,1,24.42,24.9,24.1,24.139999,23.178644,37682400,34.040001000000004,34.060001,33.810001,33.970001,33.970001,4754500 +2013-11-08,124.459999,124.459999,123.620003,124.279999,124.279999,8427300,174.869995,177.309998,174.850006,177.28999299999995,159.696793,136713000,15591.54004,15764.29004,15579.34961,15761.78027,15761.78027,101200000,31.950001,32.299999,31.0,32.299999,31.944054,1580400,1.3371,1.342,1.3439,1.3317,0,105.12,103.53,105.38,102.98,242700,1,94.34,94.39,94.95,93.93,0,48144,48590,48914,48004,19880,0,2.7510000000000003,2.602,2.763,2.593,1,1445.4,1457.05,1461.2,1438.65,0,759.0,761.6,764.3,753.6,0,980,81.387,80.955,81.58,80.79,32560,1,23.870001,24.299999,23.5,24.280001,23.313072,40162600,34.080002,34.209998999999996,33.869999,34.009997999999996,34.009997999999996,3722200 +2013-11-11,123.919998,123.970001,123.660004,123.870003,123.870003,3277700,177.119995,177.529999,176.910004,177.320007,159.723816,62614000,15759.28027,15791.4502,15737.21973,15783.09961,15783.09961,58860000,32.099998,33.450001,31.15,33.400002,33.031925,1155600,1.3407,1.3361,1.3417,1.3344,1,106.4,105.17,106.56,105.15,172680,1,95.01,94.51,95.44,94.17,1,48373,48500,48573,48137,14010,1,2.768,2.7510000000000003,2.768,2.7510000000000003,1,1433.9,1441.85,1446.1,1425.6,0,753.6,757.7,758.5,746.5,0,0,81.2,81.38,81.42,81.13,15260,0,24.049999,24.34,23.73,24.299999,23.332272,27788400,34.029999,34.360001000000004,33.990002000000004,34.259997999999996,34.259997999999996,2533500 +2013-11-12,123.510002,123.870003,121.730003,122.449997,122.449997,7705600,176.940002,177.360001,176.369995,176.96000700000005,159.399521,83990000,15773.15039,15793.37988,15708.29004,15750.669919999998,15750.669919999998,79260000,33.25,33.599998,32.299999,32.5,32.14185,879500,1.3436,1.3407,1.3457,1.3359,1,105.81,106.4,107.38,105.51,156690,0,93.05,95.05,95.27,92.91,0,47750,48150,48489,47659,19480,0,2.774,2.766,2.792,2.753,1,1432.15,1434.1,1444.35,1430.75,0,739.1,753.5,753.6,738.9,0,980,81.252,81.19,81.545,81.08,21320,1,24.049999,24.32,23.66,23.780001,22.832985,37518000,34.110001000000004,34.299999,33.5,33.639998999999996,33.639998999999996,7539200 +2013-11-13,122.970001,123.239998,122.389999,122.849998,122.849998,5967000,176.089996,178.429993,176.089996,178.380005,160.678619,103844000,15739.5,15822.98047,15672.0,15821.62988,15821.62988,92450000,32.900002,33.400002,32.200001,32.400002,32.04295,706500,1.3487,1.3436,1.3497,1.3392,1,107.12,105.93,107.45,105.89,114000,1,93.48,93.14,94.61,93.0,1,46677,47560,47560,46547,23890,0,2.716,2.77,2.772,2.688,0,1439.6,1432.0,1441.65,1428.25,1,735.1,739.2,743.2,730.2,0,970,80.983,81.22,81.35,80.8,20980,0,23.959999,24.08,23.75,23.91,22.957806,21370400,33.849998,34.130001,33.759997999999996,33.900002,33.900002,3965600 +2013-11-14,123.919998,124.910004,123.879997,124.269997,124.269997,7669700,178.53999299999995,179.419998,178.25,179.270004,161.480316,103435000,15806.21973,15884.99023,15798.74023,15876.21973,15876.21973,123860000,32.900002,33.450001,32.75,33.349998,32.982479,1187000,1.3459,1.3489,1.3499,1.3419,0,108.54,107.17,108.96,107.15,20850,1,93.96,93.59,94.52,92.59,1,46961,46780,47280,46780,17960,1,2.693,2.718,2.739,2.684,0,1448.7,1438.95,1457.65,1438.15,1,739.1,735.2,741.8,734.7,1,970,81.086,80.865,81.27,80.855,18550,1,24.25,24.59,24.120001,24.549999,23.572317,48882100,33.68,34.119999,33.450001,33.93,33.93,6325300 +2013-11-15,124.160004,124.519997,124.07,124.32,124.32,4660700,179.559998,180.119995,179.330002,180.050003,162.18293799999995,102818000,15876.16016,15962.98047,15875.90039,15961.7002,15961.7002,126460000,33.349998,33.599998,32.549999,32.700001,32.339645000000004,838600,1.3495,1.3458,1.3506,1.3432,1,108.5,108.38,108.65,107.69,198640,0,93.66,93.99,94.65,93.68,0,46741,46859,46944,46655,6730,0,2.7030000000000003,2.696,2.732,2.6910000000000003,1,1441.1,1448.6,1457.4,1432.55,0,732.3,739.4,743.8,722.8,0,970,80.898,81.11,81.21,80.835,14950,0,24.629999,24.700001,24.049999,24.129999,23.169044,37580000,34.049999,34.049999,33.84,33.880001,33.880001,3964500 +2013-11-18,123.699997,123.959999,122.550003,122.900002,122.900002,6241300,180.350006,180.5,179.020004,179.419998,161.61541699999995,104796000,15962.71973,16030.28027,15942.169919999998,15976.01953,15976.01953,94860000,32.700001,32.700001,31.5,31.700001,31.350664,795600,1.3505,1.3502,1.3543,1.3475,1,108.47,108.5,108.73,107.53,185490,0,93.03,93.81,94.33,92.75,0,45335,46541,46680,45265,18930,0,2.6660000000000004,2.714,2.721,2.662,0,1412.8,1441.3,1441.65,1410.35,0,714.1,730.6,731.8,713.6,0,0,80.82600000000002,80.875,80.965,80.6,13750,0,24.08,24.120001,23.58,23.67,22.727362,37617300,33.900002,34.080002,33.529999,33.619999,33.619999,5333000 +2013-11-19,122.970001,123.400002,122.830002,122.949997,122.949997,3666500,179.330002,179.869995,178.720001,179.029999,161.26411399999995,93891000,15974.05957,16025.84961,15943.78027,15967.03027,15967.03027,84570000,31.65,32.150002,31.4,31.75,31.40011,490900,1.3539,1.3505,1.3549,1.3488,1,106.92,108.3,108.63,106.81,224430,0,93.3,93.25,93.71,92.69,1,45440,45156,45660,45060,16940,1,2.712,2.669,2.716,2.66,1,1418.1,1412.9,1425.35,1405.1,1,720.4,713.9,725.7,713.3,1,950,80.744,80.74,80.875,80.605,14420,0,23.74,23.879999,23.540001,23.690001,22.746571,19716300,33.68,33.790001000000004,33.48,33.720001,33.720001,3968700 +2013-11-20,121.669998,122.440002,119.760002,120.120003,120.120003,14281000,179.389999,179.929993,177.979996,178.470001,160.75968899999995,124909000,15971.2002,16016.84961,15865.37012,15900.82031,15900.82031,84350000,31.4,32.049999,30.049999,30.5,30.163889,1290300,1.3439,1.3539,1.3579,1.3417,0,108.06,107.2,108.38,106.51,220190,1,93.33,93.33,93.93,92.73,1,44999,45621,45849,44900,21350,0,2.804,2.707,2.806,2.685,1,1394.7,1417.5,1417.6,1392.0,0,712.3,720.3,723.6,709.7,0,935,81.172,80.62,81.2,80.56,31440,1,23.389999,23.629999,22.66,22.85,21.94002,62055700,33.779999,33.880001,33.48,33.630001,33.630001,5168000 +2013-11-21,119.809998,120.349998,119.309998,119.940002,119.940002,7557500,178.970001,180.050003,178.860001,179.910004,162.056793,92841000,15908.07031,16016.04004,15908.07031,16009.99023,16009.99023,79000000,30.200001,30.299999,29.450001,30.25,29.916643,1211000,1.3482,1.344,1.3487,1.3399,1,110.08,107.76,110.25,107.62,253960,1,95.28,93.78,95.67,93.51,1,45137,44851,45336,44551,23550,1,2.7880000000000003,2.8110000000000004,2.839,2.775,0,1390.95,1394.45,1401.65,1389.25,0,712.3,712.2,719.3,711.5,1,935,81.117,81.19,81.335,81.0,17610,0,22.629999,22.67,22.23,22.530001,21.632767,44479000,33.959998999999996,34.32,33.810001,34.169998,34.169998,5488600 +2013-11-22,120.239998,120.400002,119.82,119.919998,119.919998,6774400,179.979996,180.830002,179.770004,180.809998,162.867477,81296000,16008.70996,16068.78027,15976.26953,16064.76953,16064.76953,81000000,30.15,30.75,29.5,29.700001,29.372705,859700,1.3558,1.3482,1.3558,1.3462,1,111.05,110.07,111.4,109.65,276250,1,94.79,95.4,95.68,94.16,0,44547,45167,45240,44455,16450,0,2.744,2.784,2.793,2.744,0,1384.6,1391.05,1398.25,1381.2,0,714.1,712.4,724.7,712.3,1,935,80.742,81.04,81.135,80.685,14670,0,22.629999,22.85,22.25,22.25,21.363913,29647700,34.099998,34.200001,33.77,34.040001000000004,34.040001000000004,5740000 +2013-11-25,119.18,121.0,119.129997,120.459999,120.459999,7266300,181.130005,181.169998,180.369995,180.630005,162.705353,79486000,16072.08984,16109.62988,16055.45996,16072.54004,16072.54004,94040000,29.049999,30.35,28.450001,30.25,29.916643,1335800,1.3516,1.355,1.3561,1.3491,0,111.0,109.0,111.66,108.05,278780,0,94.18,94.2,94.55,93.13,0,44500,44301,44670,43925,18880,0,2.73,2.755,2.77,2.728,0,1390.95,1382.45,1390.95,1374.7,1,722.5,717.9,726.6,711.3,1,0,80.96300000000002,80.72,81.06,80.67,14880,1,21.85,22.41,21.52,22.200001,21.315907,49429800,33.639998999999996,33.919998,33.59,33.82,33.82,5226600 +2013-11-26,119.839996,120.400002,119.589996,119.82,119.82,9053300,180.720001,181.220001,180.410004,180.679993,162.750381,86994000,16070.92969,16120.25,16070.92969,16072.79981,16072.79981,107450000,29.6,29.6,28.75,29.049999,28.729864000000006,1291400,1.3572,1.3517,1.3575,1.3514,1,110.88,111.08,111.49,110.41,199750,0,93.5,94.26,94.74,93.48,0,44460,44490,45124,44361,15860,0,2.71,2.719,2.734,2.694,0,1376.95,1391.0,1391.6,1368.6,0,719.5,722.6,726.6,713.6,0,920,80.638,80.83,80.94,80.62,21770,0,21.98,22.110001,21.610001,21.66,20.797409,35439100,33.779999,33.860001000000004,33.580002,33.689999,33.689999,3262700 +2013-11-27,120.489998,120.690002,119.25,119.459999,119.459999,6144600,180.869995,181.240005,180.649994,181.119995,163.14671299999995,58800000,16073.37012,16107.99023,16057.33984,16097.330080000002,16097.330080000002,65730000,29.4,29.65,29.0,29.450001,29.12546,742000,1.3579,1.3571,1.3613,1.3557,1,111.31,111.0,111.65,110.51,193980,1,92.37,93.58,93.68,91.85,0,44179,44350,44861,44086,14960,0,2.739,2.714,2.77,2.708,1,1354.7,1377.05,1385.2,1351.1,0,714.35,716.7,724.0,714.1,0,920,80.747,80.69,80.815,80.5,16930,1,21.879999,21.98,21.58,21.809999,20.941437,26314800,33.18,33.23,32.950001,33.189999,33.189999,7847400 +2013-11-29,120.669998,121.050003,120.620003,120.699997,120.699997,2364700,181.320007,181.75,180.800003,181.0,163.038651,55870900,16105.16016,16174.50977,16074.13965,16086.41016,16086.41016,69190000,30.1,30.75,29.950001,30.549999,30.213337,484700,1.359,1.3605,1.3622,1.3579,0,109.69,111.04,111.5,109.62,126880,0,92.79,92.35,93.93,92.09,1,44274,44096,44649,43986,16280,1,2.7460000000000004,2.7460000000000004,2.768,2.736,0,1362.8,1358.45,1375.15,1355.2,1,718.0,717.95,722.55,715.75,0,0,80.657,80.565,80.695,80.495,9810,0,22.110001,22.4,22.030001,22.280001,21.392719,27521400,33.32,33.700001,33.32,33.459998999999996,33.459998999999996,3870000 +2013-12-02,119.199997,119.290001,117.5,117.580002,117.580002,10297100,181.089996,181.429993,180.25,180.529999,162.61528,99726000,16087.12012,16098.0,15986.23047,16008.76953,16008.76953,92590000,29.65,29.75,28.15,28.15,27.839785,1549900,1.3542,1.359,1.3617,1.3525,0,111.45,109.6,112.34,109.28,266950,1,93.9,92.77,94.14,92.62,1,43012,44011,44090,42856,3560,0,2.797,2.753,2.81,2.752,1,1347.0,1366.05,1369.85,1339.25,0,712.4,716.05,718.2,709.95,0,0,80.942,80.685,80.99,80.51,19880,1,21.790001,21.879999,20.9,20.9,20.067675,73218400,33.470001,33.759997999999996,33.419998,33.68,33.68,4298200 +2013-12-03,117.580002,118.309998,117.230003,117.959999,117.959999,7004800,179.940002,180.389999,179.169998,179.75,161.912704,116563000,16004.71973,16004.71973,15859.67969,15914.62012,15914.62012,103910000,28.15,28.4,27.4,27.6,27.295845,1253400,1.359,1.354,1.3613,1.3523,1,112.62,111.53,112.93,111.04,217610,1,96.9,93.89,96.99,93.7,1,42843,42845,43200,42600,1270,0,2.784,2.801,2.806,2.757,0,1358.8,1346.95,1358.8,1341.4,1,714.05,712.05,714.9,709.2,1,910,80.618,80.95,81.015,80.51,17510,0,20.77,21.030001,20.57,20.57,19.750818,39831700,33.799999,34.529999,33.799999,34.509997999999996,34.509997999999996,14014800 +2013-12-04,118.330002,120.760002,118.160004,119.959999,119.959999,9110700,179.100006,180.479996,178.350006,179.729996,161.894653,123033000,15910.50977,15960.36035,15791.29004,15889.76953,15889.76953,111180000,27.950001,28.6,27.25,28.450001,28.136478000000004,1519500,1.3594,1.3589,1.3605,1.3528,1,111.88,112.91,113.02,111.46,235280,0,97.29,96.96,97.64,96.36,1,43831,43000,43961,42418,860,1,2.837,2.7880000000000003,2.852,2.777,1,1364.5,1358.55,1378.1,1345.95,1,728.6,716.0,731.95,714.1,1,0,80.628,80.675,80.93,80.545,23060,1,20.83,21.41,20.610001,21.219999,20.374931,60397000,34.759997999999996,35.02,34.57,34.880001,34.880001,9551500 +2013-12-05,118.199997,119.239998,117.410004,118.300003,118.300003,10254700,179.410004,179.740005,178.770004,178.940002,161.183075,106934000,15886.5,15896.19043,15809.37012,15821.50977,15821.50977,128080000,27.75,28.25,27.4,27.6,27.295845,922300,1.3668,1.3594,1.3678,1.3542,1,110.98,111.65,112.23,110.76,191780,0,97.43,97.41,98.07,97.09,1,43146,43415,43749,42700,750,0,2.873,2.835,2.877,2.822,1,1361.1,1364.45,1368.55,1353.05,0,736.75,729.55,737.45,729.55,1,890,80.241,80.675,80.845,80.23,33750,0,20.620001,21.040001,20.559999,20.67,19.846836,47038600,34.939999,35.169998,34.900002,34.93,34.93,4896500 +2013-12-06,118.860001,119.260002,118.010002,118.550003,118.550003,7909500,180.669998,181.110001,180.149994,180.940002,162.984604,127728000,15825.54981,16022.34961,15825.54981,16020.2002,16020.2002,98260000,28.0,28.4,27.700001,27.799999,27.493641,832100,1.3706,1.3668,1.3708,1.3630000000000002,1,111.61,111.07,112.06,110.94,155520,1,97.75,97.47,98.16,97.17,1,44052,44144,44700,43584,27310,1,2.857,2.879,2.932,2.841,0,1356.15,1360.65,1367.1,1345.25,0,735.45,732.35,737.8,732.35,0,890,80.315,80.305,80.64,80.22,22550,1,21.01,21.139999,20.639999,20.66,19.837233,24136900,34.919998,35.080002,34.869999,35.049999,35.049999,2713800 +2013-12-09,118.989998,119.919998,118.949997,119.720001,119.720001,5510400,181.470001,181.669998,181.160004,181.399994,163.398926,70124000,16019.49023,16058.40039,16015.29004,16025.53027,16025.53027,91810000,28.25,28.799999,28.25,28.6,28.284826,960600,1.3739,1.372,1.3747,1.3694,1,109.39,111.69,111.79,109.0,202850,0,97.19,97.72,98.03,97.16,0,44160,43951,44317,43737,15710,1,2.841,2.864,2.866,2.833,0,1369.5,1355.7,1378.85,1354.7,1,734.5,734.55,740.0,734.55,0,0,80.14,80.23,80.33,80.12,15630,0,20.799999,21.209999,20.73,21.209999,20.365332,46482400,35.099998,35.110001000000004,34.91,34.91,34.91,5699700 +2013-12-10,122.139999,122.32,121.470001,121.82,121.82,9155600,180.979996,181.360001,180.639999,180.75,162.813446,80976000,16024.12012,16029.05957,15969.53027,15973.12988,15973.12988,79420000,29.65,30.299999,29.5,29.85,29.521049,1170900,1.3761,1.3738,1.3797,1.3733,1,109.38,109.31,110.45,108.55,230620,0,98.65,97.28,98.77,97.27,1,45450,44398,45549,44398,25990,1,2.803,2.844,2.85,2.792,0,1387.85,1369.7,1399.1,1369.5,1,738.0,744.0,744.0,744.0,1,890,79.964,80.155,80.16,79.835,24110,0,21.879999,22.190001,21.83,22.030001,21.152678,53807700,35.299999,35.349998,35.060001,35.310001,35.310001,5743300 +2013-12-11,121.489998,121.809998,120.760002,120.860001,120.860001,9934900,180.820007,180.850006,178.5,178.720001,160.98490900000004,130591000,15970.75,15997.21973,15827.7002,15843.53027,15843.53027,107170000,29.799999,30.049999,28.35,28.450001,28.136478000000004,997300,1.3786,1.376,1.3811,1.3739,1,109.7,109.45,109.89,108.62,158720,1,97.43,98.71,98.81,97.25,0,45730,45499,45845,45251,19040,1,2.855,2.821,2.859,2.803,1,1383.6,1387.9,1391.4,1381.15,0,736.3,738.9,742.3,736.3,0,0,79.89,79.99,80.055,79.755,29720,0,22.01,22.01,21.18,21.190001,20.346128,41639900,35.150002,35.259997999999996,34.880001,34.98,34.98,7297700 +2013-12-12,118.610001,118.82,118.029999,118.290001,118.290001,8810800,178.639999,178.860001,177.759995,178.130005,160.45343,115565000,15844.82031,15845.11035,15703.79004,15739.42969,15739.42969,105870000,27.75,28.1,27.35,28.0,27.691439000000006,1151800,1.3755,1.3787,1.3804,1.3736,0,108.67,109.52,109.98,108.44,128310,0,97.52,97.62,98.26,97.39,1,44468,45747,45800,44370,26840,0,2.879,2.859,2.888,2.841,1,1364.15,1383.65,1387.5,1359.6,0,719.8,732.55,732.55,732.55,0,925,80.208,79.965,80.25,79.85,22430,1,20.67,21.049999,20.51,21.01,20.173296,29255000,35.139998999999996,35.16,34.959998999999996,34.970001,34.970001,4328100 +2013-12-13,118.889999,119.489998,118.760002,119.379997,119.379997,6482100,178.5,178.660004,177.770004,178.110001,160.435425,107808000,15745.66016,15792.79981,15717.919919999998,15755.36035,15755.36035,83180000,28.35,28.700001,28.049999,28.200001,27.889233,757400,1.3743,1.3755,1.3771,1.371,0,108.83,108.53,109.0,108.02,98100,1,96.46,97.68,97.72,96.36,0,44776,44231,44912,44051,20500,1,2.866,2.877,2.89,2.854,0,1362.5,1363.85,1370.15,1356.55,0,715.75,720.7,720.85,718.3,0,925,80.22,80.22,80.42,80.15,12710,1,21.24,21.440001,21.02,21.110001,20.269314,27341400,34.709998999999996,34.849998,34.57,34.639998999999996,34.639998999999996,6217500 +2014-01-02,117.93,118.730003,117.75,118.0,118.0,7551000,183.979996,184.070007,182.479996,182.919998,165.662872,119636900,16572.16992,16573.07031,16416.49023,16441.34961,16441.34961,80960000,29.25,29.9,29.1,29.799999,29.471601,1064200,1.3672,1.3756,1.3777,1.3630000000000002,0,107.78,111.0,111.35,107.65,200650,0,95.41,98.54,99.01,95.38,0,45348,44000,45500,44000,30700,1,2.991,3.0380000000000003,3.0410000000000004,2.978,0,1402.3,1377.1,1409.25,1373.15,1,730.9,718.4,732.9,717.7,1,1025,80.788,80.43,80.865,80.43,22420,1,21.59,22.09,21.57,22.030001,21.351316,50923300,34.689999,34.700001,34.139998999999996,34.23,34.23,10740700 +2014-01-03,118.639999,119.620003,118.589996,119.290001,119.290001,5874400,183.229996,183.600006,182.630005,182.889999,165.635696,81390600,16456.89063,16518.74023,16439.30078,16469.99023,16469.99023,72770000,30.15,30.15,29.299999,29.4,29.076008,917900,1.3588,1.3672,1.3674,1.3582,0,106.89,107.88,108.64,106.79,191130,0,94.17,95.62,95.89,94.01,0,45475,45300,45729,45064,24570,1,2.998,2.984,3.012,2.969,1,1412.45,1402.25,1417.95,1402.15,1,728.0,731.0,733.6,725.6,0,1025,80.955,80.765,81.06,80.64,19020,1,22.139999,22.219999,21.809999,21.83,21.157478,24075200,34.130001,34.130001,33.599998,33.75,33.75,9658500 +2014-01-06,119.760002,120.389999,117.110001,119.5,119.5,10106500,183.490005,183.559998,182.080002,182.360001,165.155701,108028200,16474.03906,16532.99023,16405.51953,16425.09961,16425.09961,89380000,29.700001,29.9,29.25,29.35,29.026562,945900,1.3628,1.3589,1.3653,1.3571,1,106.73,106.8,107.96,106.58,181820,0,93.65,94.27,94.68,93.28,0,45370,45421,45740,45033,27420,0,2.958,3.013,3.013,2.947,0,1415.6,1406.85,1423.65,1395.7,1,739.4,731.2,739.6,727.1,1,1050,80.806,81.0,81.08,80.69,24670,0,21.99,22.24,21.879999,21.93,21.254395,27905100,33.619999,33.720001,33.360001000000004,33.57,33.57,4544600 +2014-01-07,118.459999,118.919998,118.129997,118.82,118.82,6433700,183.089996,183.789993,182.949997,183.479996,166.170044,86144200,16429.01953,16562.32031,16429.01953,16530.93945,16530.93945,81270000,28.9,29.5,28.6,29.450001,29.12546,729900,1.3616,1.3627,1.3657,1.3596,0,107.35,107.03,107.72,106.88,188200,1,93.94,93.63,94.25,93.38,1,44526,45427,45575,44350,26850,0,2.9410000000000003,2.9610000000000003,2.967,2.937,0,1413.65,1415.85,1420.9,1408.25,0,741.2,739.2,744.3,733.8,1,1050,80.98,80.86,81.105,80.755,24800,1,21.700001,21.99,21.540001,21.969999,21.293163,20746000,33.470001,33.73,33.450001,33.580002,33.580002,3126800 +2014-01-08,117.989998,118.519997,117.5,118.120003,118.120003,7428500,183.449997,183.830002,182.889999,183.520004,166.206268,96582300,16527.66016,16528.88086,16416.68945,16462.74023,16462.74023,103260000,29.15,29.65,28.75,29.549999,29.224356,935300,1.3575,1.3617,1.3636,1.3554,0,107.15,107.49,107.95,107.0,185540,0,92.52,94.01,94.23,92.31,0,43869,44340,44489,43600,28650,0,2.991,2.945,3.01,2.945,1,1416.65,1413.6,1419.8,1403.95,1,737.7,741.3,742.5,733.9,0,0,81.16199999999998,81.065,81.335,80.98,38070,1,21.66,21.799999,21.49,21.610001,20.944258,32699500,33.529999,33.549999,33.029999,33.16,33.16,5741500 +2014-01-09,118.110001,118.690002,117.989998,118.459999,118.459999,3972800,184.110001,184.130005,182.800003,183.639999,166.314957,90683400,16471.41016,16525.34961,16378.61035,16444.75977,16444.75977,83990000,29.4,29.4,28.75,28.75,28.43317,909600,1.3609,1.3577,1.3636,1.355,1,106.39,107.35,108.2,106.12,175370,0,92.32,92.62,92.97,91.28,0,44124,44170,44254,43680,22530,1,2.969,2.987,3.0010000000000003,2.96,0,1418.9,1416.95,1427.45,1412.95,1,737.4,737.5,741.2,735.3,0,1050,81.135,81.215,81.33,80.985,28070,0,21.57,21.59,21.26,21.27,20.614731,26816900,33.189999,33.200001,32.68,33.080002,33.080002,6525000 +2014-01-10,119.720001,120.43,119.580002,120.260002,120.260002,7993200,183.949997,184.220001,183.009995,184.139999,166.767776,102026400,16453.61914,16487.65039,16379.01953,16437.05078,16437.05078,85190000,29.25,30.049999,29.049999,29.950001,29.619947,823100,1.367,1.3609,1.3689,1.3577,1,107.25,106.44,107.58,106.03,198570,1,92.85,92.35,93.43,92.04,1,44824,44079,44912,43950,25730,1,2.86,2.9730000000000003,2.974,2.8560000000000003,0,1437.35,1418.8,1437.75,1416.85,1,744.3,737.2,748.4,735.1,1,1050,80.75399999999998,81.085,81.27,80.62,38730,0,21.67,22.059999,21.58,22.01,21.331932,48807100,33.130001,33.299999,32.93,33.189999,33.189999,5452000 +2014-01-13,120.269997,121.040001,120.199997,121.019997,121.019997,5872700,183.669998,184.179993,181.339996,181.690002,164.548904,149892000,16434.0293,16453.13086,16240.59961,16257.94043,16257.94043,111680000,30.25,31.549999,29.799999,31.450001,31.10342,1147000,1.3672,1.3669,1.3685,1.3637,1,106.75,107.25,107.64,106.36,151800,0,91.53,92.84,92.89,91.45,0,45118,44860,45190,44350,21640,1,2.829,2.864,2.865,2.819,0,1446.55,1438.5,1446.85,1433.1,1,741.8,745.5,747.1,737.7,0,0,80.611,80.745,80.855,80.56,18580,0,22.059999,22.67,21.879999,22.65,21.952213,40953500,33.0,33.060001,32.720001,32.810001,32.810001,6247500 +2014-01-14,120.540001,121.059998,119.720001,119.889999,119.889999,7505400,182.289993,183.770004,181.949997,183.669998,166.342148,105016100,16261.99023,16373.919919999998,16260.830080000002,16373.86035,16373.86035,98610000,31.049999,31.5,30.200001,30.25,29.916643,1150400,1.3679,1.367,1.3699,1.3648,1,106.39,106.62,107.14,106.06,111280,0,92.62,91.59,92.95,91.58,1,44941,45100,45600,44652,20320,0,2.873,2.8360000000000003,2.875,2.829,1,1429.65,1446.65,1447.6,1426.5,0,738.0,741.9,742.0,735.1,0,1050,80.756,80.67,80.79,80.54,13170,1,22.469999,22.790001,22.049999,22.1,21.419161,44762000,33.02,33.240002000000004,32.919998,33.040001000000004,33.040001000000004,3967300 +2014-01-15,119.190002,119.809998,119.110001,119.660004,119.660004,5474300,184.100006,184.940002,183.710007,184.660004,167.238724,98525800,16378.03027,16505.2793,16376.78027,16481.93945,16481.93945,101130000,29.950001,30.799999,29.65,30.75,30.411133000000003,823900,1.3605,1.368,1.3684,1.3582,0,107.13,106.17,107.55,105.8,70780,1,94.35,92.71,94.7,92.49,1,44785,44666,44889,44314,17960,0,2.893,2.875,2.912,2.86,1,1430.2,1429.75,1431.9,1415.2,1,742.6,737.9,747.9,734.0,1,1050,81.14399999999998,80.755,81.255,80.75,23120,1,21.950001,22.42,21.870001,22.389999,21.700224,25062000,33.259997999999996,33.849998,33.259997999999996,33.77,33.77,7292600 +2014-01-16,119.839996,119.959999,119.57,119.790001,119.790001,3949500,184.279999,184.660004,183.830002,184.419998,167.021378,72290600,16477.69922,16477.69922,16375.55957,16417.00977,16417.00977,87370000,31.049999,31.950001,31.0,31.85,31.499008,1351700,1.362,1.3604,1.365,1.3582,1,107.09,106.82,107.35,106.44,14560,0,94.12,94.36,94.71,93.67,0,44545,44801,44931,44402,19100,0,2.841,2.893,2.893,2.838,0,1432.2,1430.6,1435.6,1418.5,1,743.1,742.8,746.3,738.2,1,1050,81.021,81.185,81.205,80.87,21420,0,22.58,22.700001,22.41,22.620001,21.92314,17849900,33.66,33.709998999999996,33.470001,33.650002,33.650002,4317400 +2014-01-17,120.349998,121.019997,120.199997,120.93,120.93,7923400,184.100006,184.449997,183.320007,183.639999,166.314957,107848700,16408.01953,16495.25977,16378.79981,16458.56055,16458.56055,184970000,32.400002,33.549999,32.299999,33.400002,33.031925,1697800,1.3541,1.362,1.3623,1.3517,0,106.48,105.55,106.95,105.44,198420,0,94.1,94.28,95.04,94.04,0,45136,44560,45274,44380,22630,1,2.821,2.845,2.86,2.818,0,1454.85,1432.4,1457.25,1431.6,1,748.3,743.3,753.4,741.7,1,1050,81.362,81.045,81.43,81.015,21140,1,22.9,23.379999,22.85,23.33,22.611265,39755700,33.860001000000004,33.860001000000004,33.599998,33.689999,33.689999,6876800 +2014-01-21,119.230003,119.970001,119.230003,119.699997,119.699997,6763500,184.699997,184.770004,183.050003,184.179993,166.804001,88621200,16459.26953,16520.59961,16316.25,16414.43945,16414.43945,111570000,33.150002,33.700001,32.5,33.349998,32.982479,1379200,1.3561,1.3552,1.3571,1.3518,1,106.73,106.35,108.0,106.28,254310,1,94.99,94.0,95.23,93.43,1,44480,44900,44918,44140,26520,0,2.832,2.827,2.867,2.819,1,1455.55,1465.65,1467.7,1437.35,0,749.1,748.2,750.0,741.1,1,1050,81.226,81.305,81.525,81.145,25590,0,23.049999,23.809999,22.93,23.700001,22.96987,36615000,34.0,34.040001000000004,33.740002000000004,33.990002000000004,33.990002000000004,3925900 +2014-01-22,119.650002,119.769997,119.169998,119.190002,119.190002,4891800,184.490005,184.570007,183.910004,184.300003,166.912689,61270900,16420.48047,16453.49023,16332.98047,16373.33984,16373.33984,87470000,33.200001,33.450001,32.549999,32.799999,32.438538,1070800,1.3548,1.3559,1.3584,1.3535,0,108.27,106.9,108.33,106.78,184000,1,96.67,95.28,96.97,95.2,1,44338,44558,44596,44200,14510,0,2.867,2.83,2.867,2.829,1,1459.9,1455.6,1465.55,1447.7,1,747.5,749.0,749.7,743.3,0,1050,81.305,81.175,81.335,81.075,15000,1,23.549999,23.549999,22.98,23.09,22.37866,36751100,34.200001,34.59,34.169998,34.560001,34.560001,4995700 +2014-01-23,120.970001,122.019997,120.970001,121.790001,121.790001,11028200,183.369995,183.399994,181.820007,182.789993,165.54513500000004,132496900,16371.99023,16372.95996,16140.580080000002,16197.34961,16197.34961,100540000,33.549999,34.049999,32.75,33.049999,32.685787,1351600,1.3695,1.3547,1.3699,1.3530000000000002,1,107.58,108.14,108.28,107.37,241800,0,97.35,96.75,97.9,96.47,1,44910,44230,45180,44112,30120,1,2.779,2.8710000000000004,2.873,2.759,0,1460.65,1459.65,1470.45,1442.45,1,745.0,747.4,748.6,742.3,0,1050,80.525,81.38,81.4,80.49,34880,0,23.540001,24.0,23.530001,23.719999,22.989252,45871700,34.669998,34.919998,34.57,34.720001,34.720001,5677200 +2014-01-24,122.059998,122.5,121.550003,122.290001,122.290001,8515700,181.600006,181.660004,178.830002,178.889999,162.013046,208677100,16203.29004,16203.29004,15879.11035,15879.11035,15879.11035,141450000,33.400002,33.849998,32.049999,33.049999,32.685787,1222100,1.3678,1.3697,1.3741,1.3665,0,107.88,107.58,108.03,106.23,244560,1,96.91,97.38,97.81,96.26,0,44691,44864,45649,44622,29320,0,2.719,2.781,2.7880000000000003,2.7060000000000004,0,1430.15,1460.55,1462.15,1423.35,0,734.8,745.1,748.3,733.5,0,1050,80.541,80.565,80.64,80.22,26810,1,24.01,24.190001,23.120001,23.67,22.940794,35768500,34.779999,34.790001000000004,34.360001000000004,34.580002,34.580002,4915700 +2014-01-27,121.650002,122.059998,120.720001,120.959999,120.959999,7528600,179.059998,179.520004,177.119995,178.009995,161.216095,180843100,15879.04981,15942.76953,15783.54981,15837.87988,15837.87988,127540000,32.849998,33.0,31.35,31.450001,31.10342,1248000,1.3672,1.3677,1.3718,1.3654,0,106.69,107.91,108.09,106.45,203300,0,95.66,96.98,97.26,95.28,0,45214,44880,45439,44810,20860,1,2.75,2.715,2.768,2.71,1,1418.3,1439.35,1439.7,1407.75,0,722.1,736.0,737.8,721.6,0,0,80.612,80.53,80.65,80.39,14360,1,23.52,23.59,22.870001,22.889999,22.184822,39306300,34.540001000000004,34.619999,34.0,34.23,34.23,5524600 +2014-01-28,121.32,121.400002,120.410004,120.949997,120.949997,5149500,178.139999,179.300003,178.119995,179.070007,162.176102,110463200,15840.83984,15945.88965,15840.83984,15928.55957,15928.55957,89110000,31.450001,31.950001,31.0,31.799999,31.44956,1109800,1.3669,1.3673,1.3689,1.3629,0,107.41,106.86,107.79,106.76,188300,1,97.17,95.69,97.69,95.66,1,44169,45025,45025,44127,24490,0,2.752,2.753,2.785,2.739,1,1411.3,1418.2,1424.7,1405.1,0,715.8,722.3,725.5,714.6,0,1050,80.657,80.59,80.845,80.475,13150,1,23.02,23.51,22.809999,23.4,22.679111,35800200,34.59,34.849998,34.59,34.689999,34.689999,4313100 +2014-01-29,122.190002,122.510002,121.129997,122.470001,122.470001,12257500,177.580002,178.550003,176.880005,177.350006,160.61836200000005,216597300,15927.080080000002,15927.080080000002,15708.98047,15738.79004,15738.79004,109590000,32.5,33.200001,32.0,33.150002,32.831142,1223400,1.3663,1.3668,1.3685,1.3603,0,107.85,107.36,108.05,106.93,207310,1,97.45,97.22,97.8,96.37,1,44405,44100,45074,43844,33440,1,2.679,2.775,2.79,2.662,0,1416.1,1410.9,1421.3,1404.8,1,715.1,715.9,722.7,707.9,0,1050,80.581,80.71,80.9,80.515,22060,0,23.76,24.049999,23.35,24.01,23.270317,45294600,34.450001,34.880001,34.400002,34.73,34.73,4952900 +2014-01-30,119.669998,120.220001,119.599998,119.769997,119.769997,8746500,178.830002,179.809998,178.259995,179.229996,162.32103,118938100,15743.03027,15907.53027,15733.26953,15848.61035,15848.61035,92100000,32.099998,32.349998,31.75,31.9,31.593164,1042300,1.3556,1.3662,1.3666,1.3543,0,107.95,107.85,108.4,107.65,188730,1,98.03,97.5,98.66,97.41,1,43220,44326,44450,43080,36370,0,2.697,2.688,2.7260000000000004,2.675,1,1385.3,1415.9,1416.15,1380.2,0,706.8,715.3,717.6,705.3,0,1050,81.193,80.64,81.245,80.635,24070,1,23.309999,23.620001,23.25,23.49,22.766338,39061500,35.110001000000004,35.18,34.939999,34.950001,34.950001,3274800 +2014-02-03,120.470001,122.110001,120.32,121.32,121.32,9267300,177.970001,178.369995,173.830002,174.169998,157.738373,254837100,15697.69043,15708.54004,15356.169919999998,15372.79981,15372.79981,151050000,32.299999,32.700001,31.4,31.5,31.197012,1011900,1.3525,1.3493,1.3536,1.3476,1,106.04,106.4,106.72,105.4,264730,0,96.66,97.47,98.0,96.33,0,43858,43250,44150,42928,25650,1,2.577,2.6660000000000004,2.68,2.57,0,1387.1,1376.4,1397.8,1374.75,1,702.3,703.3,712.2,700.5,0,0,81.11,81.385,81.42,81.09,20220,0,23.690001,24.0,23.299999,23.299999,22.582191,29233300,34.799999,34.900002,34.360001000000004,34.52,34.52,12222700 +2014-02-04,120.410004,121.089996,120.389999,120.989998,120.989998,7027400,174.949997,175.839996,174.110001,175.389999,158.843277,165012400,15372.92969,15481.84961,15356.62012,15445.24023,15445.24023,124110000,31.4,32.099998,31.35,32.049999,31.74172,737100,1.3519,1.3525,1.3539,1.3494,0,105.78,105.85,106.23,105.49,186440,0,97.73,96.6,97.89,96.44,1,43557,43717,43913,43405,22220,0,2.631,2.5860000000000003,2.635,2.575,1,1375.65,1387.15,1387.15,1361.6,0,701.8,702.2,704.5,695.6,0,0,81.22399999999998,81.17,81.325,81.075,14220,1,23.209999,23.6,23.16,23.59,22.863256,25405500,34.720001,34.880001,34.619999,34.740002000000004,34.740002000000004,2633800 +2014-02-05,121.760002,121.879997,120.730003,121.290001,121.290001,6800000,174.779999,175.559998,173.71000700000005,175.169998,158.64404299999995,164230500,15443.0,15478.20996,15340.69043,15440.23047,15440.23047,105130000,32.400002,32.700001,30.85,30.85,30.553267,937800,1.3533,1.3519,1.3555,1.3498,1,106.25,106.09,106.44,105.58,193780,1,97.3,97.75,98.34,96.88,0,44392,43772,45223,43772,35400,1,2.669,2.629,2.675,2.599,1,1383.45,1375.65,1395.1,1373.65,1,707.3,701.7,717.2,701.1,1,0,81.12899999999998,81.215,81.345,80.82,24510,0,23.790001,23.82,23.190001,23.209999,22.494963,26263800,34.830002,34.959998999999996,34.560001,34.709998999999996,34.709998999999996,3671700 +2014-02-06,121.379997,121.510002,120.779999,121.239998,121.239998,4745800,175.580002,177.479996,175.220001,177.479996,160.73611499999996,132877600,15443.830080000002,15632.08984,15443.0,15628.53027,15628.53027,106980000,31.0,31.15,30.25,30.85,30.553267,652500,1.359,1.3533,1.3621,1.3485,1,107.19,106.28,107.48,106.15,205080,1,97.95,97.3,98.88,97.3,1,44413,44505,45020,44280,26240,1,2.702,2.669,2.709,2.658,1,1376.75,1383.35,1385.65,1370.65,0,709.6,707.2,715.6,707.1,1,1050,81.002,81.16,81.35,80.805,28100,0,23.379999,23.469999,23.07,23.190001,22.475584,17131300,35.16,35.200001,34.779999,34.900002,34.900002,2205900 +2014-02-07,121.239998,122.239998,121.230003,122.169998,122.169998,6674700,178.309998,179.869995,177.729996,179.679993,162.728561,170787200,15630.63965,15798.50977,15625.53027,15794.080080000002,15794.080080000002,105780000,30.950001,32.0,30.75,31.950001,31.642685,727400,1.3635,1.359,1.3642,1.3553,1,109.57,107.32,109.74,106.88,215630,1,100.17,98.05,100.32,97.19,1,44369,44401,44700,44160,22080,0,2.684,2.7,2.7260000000000004,2.633,0,1384.3,1376.8,1392.15,1374.75,1,709.6,709.5,714.9,708.4,1,1050,80.758,80.965,81.095,80.63,20860,0,23.23,23.940001,23.219999,23.91,23.173399,41599600,35.060001,35.75,35.0,35.639998999999996,35.639998999999996,6344500 +2014-02-10,122.800003,123.160004,122.720001,122.919998,122.919998,7931200,179.699997,180.070007,179.21000700000005,180.009995,163.02740500000004,92218800,15793.62988,15801.79004,15733.69043,15801.79004,15801.79004,84110000,32.650002,33.849998,32.450001,33.75,33.425373,1363400,1.3647,1.3634,1.3653,1.3609,1,108.63,109.75,109.75,108.4,162660,0,99.97,100.1,100.6,99.16,0,44670,44544,45018,44487,18960,1,2.669,2.684,2.695,2.664,0,1386.0,1383.65,1394.55,1379.1,1,715.5,709.2,722.3,709.0,1,0,80.727,80.82,80.84,80.665,10590,0,24.23,24.780001,24.23,24.700001,23.939062,46083500,35.689999,35.860001000000004,35.560001,35.630001,35.630001,2941200 +2014-02-11,123.379997,124.75,123.360001,124.360001,124.360001,11546000,180.160004,182.440002,180.03999299999995,181.979996,164.811554,117814100,15804.169919999998,16027.19043,15803.40039,15994.76953,15994.76953,95930000,34.049999,35.400002,33.950001,34.900002,34.564312,1492800,1.3639,1.3648,1.3686,1.3631,0,108.68,108.52,109.24,108.47,137260,1,100.39,99.98,100.61,99.61,1,44700,44780,44920,44411,23570,1,2.7260000000000004,2.682,2.733,2.682,1,1387.35,1385.6,1394.4,1380.2,1,717.8,715.6,723.0,715.6,1,1050,80.704,80.61,80.745,80.51,24070,0,24.99,25.76,24.93,25.65,24.859795,60141000,35.610001000000004,35.779999,35.540001000000004,35.639998999999996,35.639998999999996,2084800 +2014-02-12,124.400002,124.980003,124.129997,124.43,124.43,6651900,182.25,182.830002,181.710007,182.070007,164.893066,94717700,15993.04004,16036.55957,15928.75,15963.94043,15963.94043,77310000,35.150002,35.200001,33.25,33.700001,33.375851000000004,1312400,1.3594,1.3639,1.3655,1.3563,0,108.79,108.78,109.5,108.47,105890,1,100.28,100.49,101.41,100.08,0,44839,44558,44899,44523,14370,1,2.763,2.72,2.777,2.715,1,1404.95,1387.55,1408.75,1385.1,1,727.2,717.5,729.8,716.8,1,0,80.741,80.705,80.915,80.57,18610,1,25.629999,25.65,24.719999,24.77,24.006905,58448600,36.07,36.16,35.75,35.799999,35.799999,4408000 +2014-02-13,124.699997,125.599998,124.660004,125.489998,125.489998,9167900,180.839996,183.199997,180.830002,183.009995,165.74435400000004,100542200,15946.99023,16039.37012,15863.25,16027.58984,16027.58984,99470000,33.400002,35.5,33.299999,35.5,35.158539000000005,1361700,1.3681,1.3594,1.3694,1.3586,1,108.73,108.68,108.84,108.09,18080,0,100.37,100.3,100.69,99.43,1,44922,44775,44990,44618,15290,1,2.734,2.786,2.786,2.727,0,1414.45,1405.0,1418.3,1394.6,1,730.7,727.1,732.0,722.4,1,1070,80.378,80.745,80.75,80.245,25280,0,24.83,25.889999,24.73,25.870001,25.073017,59204100,35.740002000000004,35.98,35.720001,35.869999,35.869999,2185000 +2014-02-14,126.989998,127.379997,126.75,127.150002,127.150002,11147900,182.839996,184.360001,182.669998,184.020004,166.65910300000004,96498400,16018.080080000002,16175.54981,15985.38965,16154.38965,16154.38965,84060000,36.099998,36.450001,35.25,35.650002,35.307098,1223900,1.3693,1.3681,1.3718,1.3674,1,109.08,108.58,109.25,107.85,146750,1,100.38,100.37,100.5,99.46,1,46613,44999,46717,44999,32010,1,2.745,2.739,2.755,2.7110000000000003,1,1427.9,1414.7,1431.2,1412.25,1,736.2,730.8,740.5,730.3,1,1070,80.179,80.35,80.36,80.105,17480,0,26.42,26.68,26.049999,26.35,25.538229,52546300,35.709998999999996,35.970001,35.619999,35.91,35.91,1751700 +2014-02-18,127.419998,127.75,127.089996,127.400002,127.400002,7685800,184.179993,184.490005,183.649994,184.240005,166.858337,80460900,16153.96973,16167.330080000002,16107.04004,16130.40039,16130.40039,91250000,36.150002,36.450001,35.549999,36.200001,35.85180300000001,1262900,1.3758,1.3706,1.3769999999999998,1.3694,1,110.46,109.07,110.7,108.84,150350,1,103.16,100.35,103.28,100.27,1,48023,47499,48090,46932,33470,1,2.709,2.75,2.763,2.696,0,1422.5,1431.0,1432.55,1416.05,0,738.2,739.9,740.4,729.5,0,1070,80.046,80.2,80.265,80.0,17200,0,26.57,26.6,26.09,26.459999,25.64484,30546700,36.299999,36.77,36.220001,36.66,36.66,4759600 +2014-02-19,127.260002,127.449997,126.160004,126.269997,126.269997,9384100,183.759995,184.949997,182.869995,183.020004,165.753448,126524300,16126.23047,16225.71973,16031.66016,16040.55957,16040.55957,80560000,36.349998,36.450001,35.150002,35.200001,34.861427,1921100,1.3733,1.3757,1.3774,1.3724,0,110.47,110.55,110.82,110.02,163340,1,103.38,103.16,103.82,102.43,1,47787,47900,48022,47381,23510,0,2.739,2.707,2.7430000000000003,2.675,1,1415.2,1423.25,1429.65,1412.4,0,732.4,738.4,740.0,731.0,0,0,80.186,80.01,80.28,79.95,17970,1,26.280001,26.559999,25.559999,25.629999,24.84041,49689800,36.700001,37.049999,36.639998999999996,36.900002,36.900002,4682800 +2014-02-20,126.75,127.75,126.400002,127.599998,127.599998,10572900,183.270004,184.520004,182.600006,184.100006,166.731537,104998100,16044.15039,16161.63965,16006.58984,16133.23047,16133.23047,77720000,35.25,36.549999,35.099998,36.450001,36.099403,1224000,1.3718,1.3733,1.3763,1.3685,0,110.3,110.39,110.49,109.58,151210,0,102.92,103.41,103.5,102.75,0,47486,47592,47670,47151,20330,0,2.752,2.734,2.773,2.698,1,1416.8,1414.95,1419.4,1406.85,1,736.3,732.6,737.3,728.4,1,1085,80.316,80.215,80.465,80.07,19570,1,25.790001,26.76,25.719999,26.67,25.848370000000006,48798000,36.900002,36.959998999999996,36.740002000000004,36.880001,36.880001,2738100 +2014-02-21,127.57,128.070007,127.150002,127.580002,127.580002,7298200,184.449997,184.889999,183.800003,183.889999,166.541351,118116400,16135.919919999998,16191.919919999998,16093.79981,16103.29981,16103.29981,126580000,36.349998,37.049999,35.349998,35.799999,35.455654,1231700,1.374,1.372,1.376,1.3704,1,109.85,110.5,110.5,109.35,154900,0,102.31,102.89,102.94,101.71,0,47467,47380,47683,47250,15410,0,2.732,2.755,2.781,2.73,0,1428.8,1417.1,1430.8,1415.5,1,739.6,736.4,741.7,734.7,1,0,80.27,80.355,80.44,80.205,13850,0,26.709999,26.85,26.25,26.530001,25.712685,38899700,36.75,36.849998,36.48,36.689999,36.689999,4283000 +2014-02-24,128.509995,129.070007,128.339996,128.990005,128.990005,12114200,184.279999,186.149994,184.199997,184.910004,167.465149,114063900,16102.26953,16300.04004,16102.26953,16207.13965,16207.13965,244580000,36.0,36.0,34.799999,35.099998,34.762383,1181000,1.3735,1.3735,1.3769999999999998,1.3708,0,110.64,109.65,110.77,109.5,202520,1,102.85,102.31,103.47,101.99,1,47985,47310,48343,47162,24300,1,2.741,2.736,2.763,2.721,1,1435.05,1427.3,1443.45,1420.25,1,742.8,741.7,745.7,736.5,1,0,80.225,80.275,80.4,80.125,11980,0,26.9,26.959999,26.690001,26.700001,25.877447,26237700,36.689999,37.110001000000004,36.639998999999996,36.790001000000004,36.790001000000004,3499200 +2014-02-25,128.619995,129.529999,128.570007,129.21000700000002,129.21000700000002,5786000,185.059998,185.589996,184.229996,184.839996,167.401733,117085000,16207.33984,16254.25977,16147.25,16179.66016,16179.66016,99470000,34.849998,36.099998,34.650002,35.400002,35.059502,1306100,1.3746,1.3735,1.3767,1.3714,1,109.51,110.64,110.64,109.42,198160,0,102.03,102.85,102.89,101.07,0,47817,47850,47977,47362,21520,0,2.7030000000000003,2.744,2.748,2.698,0,1439.55,1435.0,1444.85,1425.55,1,738.6,742.7,745.4,734.9,0,1085,80.165,80.255,80.295,80.05,16550,0,26.67,26.799999,26.299999,26.33,25.518847,33248100,36.470001,36.630001,36.240002000000004,36.59,36.59,3379200 +2014-02-26,128.490005,128.759995,127.419998,128.110001,128.110001,7052900,185.110001,185.600006,184.330002,184.850006,167.410782,98677200,16180.36035,16252.34961,16155.86035,16198.41016,16198.41016,93980000,34.950001,35.549999,33.950001,34.200001,33.871044,1284000,1.3688,1.3744,1.3758,1.3661,0,109.52,109.56,109.97,109.2,186710,1,102.62,102.07,102.93,101.61,1,46642,47851,47942,46202,29830,0,2.6660000000000004,2.707,2.719,2.662,0,1429.5,1439.7,1441.35,1425.3,0,731.9,738.7,738.9,728.0,0,0,80.46300000000002,80.16,80.555,80.125,22710,1,26.1,26.299999,25.780001,26.049999,25.247469,37403200,36.740002000000004,36.91,36.639998999999996,36.75,36.75,2029100 +2014-02-27,128.399994,128.800003,127.889999,128.199997,128.199997,5066500,184.580002,185.869995,184.369995,185.820007,168.289276,93880800,16197.7002,16276.28027,16159.80957,16272.65039,16272.65039,97640000,34.299999,34.549999,33.450001,33.549999,33.227295,1079500,1.3709,1.3687,1.3727,1.3642,1,108.96,109.41,109.45,108.65,192910,0,102.11,102.61,103.12,101.8,0,46505,46804,46924,46289,11430,0,2.639,2.673,2.678,2.635,0,1451.85,1429.45,1455.35,1420.6,1,742.25,729.9,744.0,726.9,1,1085,80.306,80.42,80.6,80.255,19970,0,26.139999,26.469999,25.91,25.969999,25.169935,24135500,36.639998999999996,36.790001000000004,36.5,36.689999,36.689999,2687600 +2014-03-03,130.0,130.589996,129.809998,130.28999299999998,130.28999299999998,11741100,184.649994,185.449997,183.75,184.979996,167.528534,167748500,16321.70996,16321.70996,16071.25,16168.03027,16168.03027,92760000,34.849998,34.950001,34.0,34.299999,33.970078,1011400,1.3735,1.3786,1.3793,1.3725,0,111.2,109.44,112.39,109.26,291310,1,104.86,103.02,105.24,102.97,1,47186,46362,47385,46362,2700,1,2.603,2.61,2.635,2.592,0,1458.55,1452.8,1464.3,1449.0,1,749.8,747.5,748.0,747.5,1,0,80.09,79.855,80.11,79.78,22930,1,26.67,26.74,26.219999,26.299999,25.489767,38957700,37.389998999999996,37.740002000000004,37.34,37.52,37.52,7476300 +2014-03-04,128.53999299999998,129.240005,128.320007,128.679993,128.679993,6341700,186.789993,187.979996,186.75,187.580002,169.88324,167545900,16169.32031,16419.49023,16169.32031,16395.88086,16395.88086,96120000,33.900002,34.450001,33.599998,34.049999,33.722488,649400,1.3744,1.3735,1.3782,1.372,1,109.3,111.16,111.32,109.0,218500,0,103.34,104.92,104.99,102.88,0,46557,46992,47188,46278,660,0,2.701,2.605,2.7030000000000003,2.603,1,1458.55,1458.45,1467.6,1442.85,1,763.7,746.9,765.0,745.7,1,1085,80.183,80.1,80.22,79.925,15660,1,25.959999,26.280001,25.83,26.1,25.295931,21126300,37.18,37.200001,36.900002,37.060001,37.060001,3726700 +2014-03-05,128.71000700000002,129.339996,128.580002,128.889999,128.889999,4878500,187.740005,188.070007,187.449997,187.75,170.03718600000005,88376900,16395.88086,16406.55078,16343.95996,16360.17969,16360.17969,73980000,34.25,34.950001,33.900002,34.900002,34.564312,738300,1.3733,1.3742,1.3746,1.3706,0,107.76,109.17,109.36,107.55,220180,0,100.95,103.4,103.58,100.9,0,46583,46511,46999,46136,180,1,2.708,2.692,2.719,2.68,1,1474.8,1458.6,1488.95,1456.65,1,772.65,772.4,775.6,772.4,1,1085,80.117,80.14,80.285,80.06,15260,0,26.15,26.52,26.01,26.5,25.683611,24839500,36.950001,37.02,36.200001,36.240002000000004,36.240002000000004,5500600 +2014-03-06,129.71000700000002,130.470001,129.470001,130.169998,130.169998,5408900,188.210007,188.610001,187.779999,188.179993,170.42662,82516500,16360.55957,16450.16992,16360.55957,16421.89063,16421.89063,75900000,35.099998,35.299999,34.700001,35.049999,34.712864,721300,1.3861,1.3734,1.3874,1.3723,1,108.1,107.66,108.54,107.37,228720,1,101.99,101.08,102.12,100.17,1,47194,46953,47360,46436,21910,1,2.739,2.7030000000000003,2.748,2.698,1,1484.3,1475.15,1488.4,1474.15,1,780.95,773.0,782.0,773.0,1,1085,79.665,80.12,80.21,79.59,35470,0,26.700001,26.870001,26.549999,26.790001,25.964674,30022900,36.130001,36.610001000000004,35.919998,36.57,36.57,3648500 +2014-03-07,128.25,129.229996,128.21000700000002,129.089996,129.089996,7575000,188.960007,188.960007,187.429993,188.259995,170.4991,114513500,16424.5293,16505.69922,16398.85938,16452.7207,16452.7207,80690000,34.450001,34.799999,34.150002,34.25,33.920559000000004,811800,1.3878,1.386,1.3917,1.3854,1,109.0,108.3,109.09,107.82,172050,1,102.69,102.11,103.05,101.71,1,46205,47134,47424,45835,29870,0,2.79,2.744,2.821,2.721,1,1483.55,1484.1,1488.25,1473.15,0,781.6,781.55,781.55,772.0,1,0,79.722,79.675,79.855,79.44,26140,1,26.360001,26.379999,26.049999,26.18,25.373466,41153600,36.66,36.91,36.630001,36.779999,36.779999,2217700 +2014-03-10,128.880005,129.610001,128.779999,129.130005,129.130005,4169900,187.970001,188.229996,187.080002,188.160004,170.408493,74939200,16453.09961,16453.09961,16334.2002,16418.67969,16418.67969,68210000,34.25,35.0,34.0,34.400002,34.069122,732300,1.3877,1.3875,1.3898,1.3861,0,108.08,108.73,108.85,107.75,149340,0,100.93,102.81,102.88,100.91,0,45973,45880,46200,45570,19420,0,2.779,2.79,2.804,2.764,0,1478.75,1478.7,1482.15,1466.1,1,776.65,775.8,775.9,775.8,0,1085,79.76899999999998,79.685,79.83,79.635,19690,1,26.18,26.27,25.860001,25.969999,25.169935,22459800,36.279999,36.419998,36.18,36.299999,36.299999,3210900 +2014-03-11,130.009995,130.149994,128.929993,129.860001,129.860001,7289800,188.440002,188.710007,186.800003,187.229996,169.566254,99009100,16419.39063,16460.33008,16325.169919999998,16351.25,16351.25,78150000,34.75,35.0,34.150002,34.5,34.168156,821300,1.3859,1.3874,1.388,1.3832,0,108.55,107.88,108.7,107.83,146850,1,99.51,100.97,101.55,99.35,0,45897,45868,46786,45522,30750,0,2.77,2.783,2.799,2.763,0,1467.7,1478.45,1485.6,1456.55,0,770.3,770.95,778.25,769.85,0,0,79.735,79.77,79.94,79.71,21540,0,26.26,26.33,25.940001,26.129999,25.325005,40182800,36.18,36.259997999999996,35.77,35.810001,35.810001,3580900 +2014-03-12,131.559998,132.119995,131.389999,131.759995,131.759995,11094200,186.320007,187.350006,185.899994,187.279999,169.611542,104824400,16350.669919999998,16364.74023,16260.03027,16340.080080000002,16340.080080000002,77900000,34.849998,35.75,34.700001,35.75,35.406136,870500,1.3904,1.3859,1.3914,1.3841,1,108.02,108.41,108.55,107.61,159230,0,98.09,99.56,99.68,97.63,0,46771,46050,46970,45921,27520,1,2.732,2.77,2.773,2.714,0,1476.1,1468.1,1481.6,1458.3,1,776.7,769.0,779.3,762.2,1,1085,79.612,79.8,79.85,79.55,33360,0,26.549999,26.940001,26.440001,26.92,26.090670000000006,48251500,35.27,35.549999,35.040001000000004,35.349998,35.349998,6572600 +2014-03-13,131.690002,132.53999299999998,131.559998,132.21000700000002,132.21000700000002,8007700,187.839996,187.990005,184.660004,185.179993,167.709656,155014300,16341.54981,16405.07031,16084.09961,16108.88965,16108.88965,86160000,35.549999,36.799999,35.349998,36.700001,36.346996,1110100,1.3869,1.3903,1.3968,1.3844,0,107.39,108.26,108.51,106.98,86260,0,98.25,98.13,98.63,97.7,1,46734,46829,47071,46411,24490,0,2.645,2.734,2.755,2.642,0,1479.15,1476.2,1483.25,1469.85,1,778.3,776.6,780.3,772.7,1,1085,79.626,79.64,79.695,79.275,26540,1,26.85,27.639999,26.76,27.629999,26.778795,51290800,35.240002000000004,35.349998,35.130001,35.34,35.34,2211300 +2014-03-14,133.679993,133.690002,132.350006,133.100006,133.100006,11939600,184.850006,185.800003,184.440002,184.660004,167.238724,153919600,16106.32031,16165.04981,16046.99023,16065.669919999998,16065.669919999998,85660000,37.150002,37.450001,36.099998,36.549999,36.198437,992000,1.3914,1.3866,1.3937,1.3847,1,108.57,107.25,108.69,107.24,12880,1,99.01,98.28,99.31,98.09,1,47084,46881,47877,46723,31050,1,2.656,2.647,2.667,2.61,1,1470.6,1478.75,1486.9,1468.05,0,773.05,779.45,779.45,777.25,0,1070,79.438,79.605,79.695,79.325,14410,0,27.969999,28.030001,27.42,27.73,26.875717,33467300,35.470001,35.669998,35.34,35.529999,35.529999,3605100 +2014-03-17,132.729996,133.220001,131.220001,131.639999,131.639999,14626800,185.589996,186.770004,185.509995,186.330002,168.75116,98359500,16066.37012,16270.33984,16066.37012,16247.21973,16247.21973,88930000,36.650002,36.700001,34.349998,34.450001,34.118637,1389800,1.3922,1.3911,1.3949,1.3879,1,106.24,108.55,108.6,106.16,166230,0,97.99,99.43,99.43,97.41,0,46741,46999,47071,46583,8390,0,2.694,2.642,2.699,2.638,1,1469.15,1473.5,1483.1,1465.75,0,773.7,775.6,780.9,770.2,1,1070,79.311,79.425,79.555,79.33,1430,0,27.549999,27.620001,26.799999,26.799999,25.974365,57393200,35.360001000000004,35.41,34.970001,35.150002,35.150002,2552500 +2014-03-18,130.389999,131.270004,130.330002,130.619995,130.619995,6424400,186.710007,187.910004,186.509995,187.660004,169.955658,101804600,16245.92969,16369.94043,16245.92969,16336.19043,16336.19043,79140000,33.75,34.650002,33.75,34.099998,33.772003000000005,764600,1.3934,1.3921,1.3942,1.388,1,106.79,106.4,106.85,105.85,170580,1,99.55,98.03,99.84,97.81,1,45840,46600,46600,45555,25860,0,2.674,2.694,2.701,2.661,0,1459.4,1468.35,1470.15,1449.65,0,771.75,771.85,773.0,771.85,0,1070,79.544,79.515,79.675,79.425,16750,1,26.42,26.870001,26.26,26.43,25.615767,35900800,35.220001,35.68,35.220001,35.580002,35.580002,2586000 +2014-03-19,129.550003,129.679993,127.940002,128.089996,128.089996,12932900,187.679993,187.940002,185.470001,186.660004,169.050003,176267300,16335.70996,16363.32031,16126.29004,16222.169919999998,16222.169919999998,90110000,33.799999,33.950001,31.549999,31.75,31.444609000000003,1459100,1.3833,1.3933,1.3935,1.3809,0,105.85,106.6,106.87,105.71,188480,0,100.31,99.72,100.66,99.53,1,45673,45990,46049,45227,28940,0,2.773,2.674,2.793,2.661,1,1449.8,1459.55,1468.35,1444.35,0,766.1,769.7,773.9,763.1,0,1070,80.133,79.52,80.25,79.49,25760,1,26.219999,26.33,25.42,25.440001,24.656263,59004800,35.610001000000004,35.779999,35.450001,35.709998999999996,35.709998999999996,2333400 +2014-03-20,127.779999,128.410004,127.580002,127.860001,127.860001,7690800,186.25,187.889999,185.919998,187.75,170.03718600000005,117241000,16221.98047,16353.98047,16160.330080000002,16331.04981,16331.04981,91530000,31.549999,32.200001,31.299999,31.75,31.444609000000003,794600,1.3779,1.3832,1.3845,1.3749,0,106.45,105.9,106.75,105.41,205210,1,99.43,100.39,100.82,99.08,0,44992,45729,45729,44720,28650,0,2.773,2.768,2.793,2.7430000000000003,1,1436.6,1450.25,1453.9,1424.3,0,772.0,756.0,769.95,755.0,1,1070,80.35300000000002,80.18,80.505,80.055,28090,1,25.219999,25.790001,25.16,25.469999,24.685339000000006,30817600,35.580002,35.84,35.360001000000004,35.580002,35.580002,2295800 +2014-03-21,129.03999299999998,129.089996,128.410004,128.470001,128.470001,7237300,187.710007,189.020004,186.029999,186.199997,169.377365,163128000,16332.69043,16456.44922,16290.79004,16302.76953,16302.76953,353670000,32.099998,32.299999,30.9,31.35,31.048456,2957800,1.3794,1.3779,1.3813,1.3767,1,106.92,106.22,107.77,106.01,167800,1,99.62,98.71,100.37,98.37,1,44651,44871,45330,44600,21620,0,2.7460000000000004,2.766,2.784,2.741,0,1436.3,1436.5,1448.45,1434.3,0,788.75,798.0,798.0,788.0,1,1100,80.26100000000002,80.335,80.385,80.195,20160,0,25.85,25.940001,25.280001,25.52,24.733799,23183300,35.759997999999996,36.139998999999996,35.73,35.84,35.84,2708000 +2014-03-24,126.870003,127.139999,126.029999,126.18,126.18,13076500,186.839996,187.070007,184.619995,185.429993,168.676895,121411000,16303.28027,16380.50977,16215.55957,16276.69043,16276.69043,110620000,30.9,31.200001,29.9,29.950001,29.661922,1352200,1.3839,1.3792,1.3876,1.376,1,106.81,107.01,107.5,106.45,142790,0,99.43,99.56,100.36,99.12,0,43949,44510,44510,43900,20660,0,2.73,2.757,2.783,2.721,0,1434.8,1440.7,1445.25,1427.5,0,795.35,796.5,802.55,792.6,1,0,80.079,80.27,80.45,79.9,18280,0,25.110001,25.219999,24.290001,24.33,23.580462,60563300,36.139998999999996,36.139998999999996,35.77,35.82,35.82,1648400 +2014-03-25,126.440002,126.82,126.239998,126.410004,126.410004,6566900,186.369995,186.940002,185.270004,186.309998,169.477402,103852000,16279.2002,16407.17969,16279.2002,16367.87988,16367.87988,89110000,30.299999,30.450001,29.75,29.85,29.562885,959100,1.3827,1.3839,1.3848,1.375,0,106.99,106.59,107.48,106.44,167090,1,99.19,99.52,100.34,98.88,0,43508,43899,44163,43451,23240,0,2.75,2.735,2.763,2.721,1,1423.35,1434.55,1438.4,1421.55,0,789.4,794.35,797.5,783.2,0,1120,80.08800000000002,80.085,80.42,80.005,17640,1,24.549999,24.75,24.360001,24.48,23.72584,40283600,35.970001,36.139998999999996,35.619999,35.77,35.77,2183900 +2014-03-26,126.269997,126.379997,125.129997,125.410004,125.410004,8575400,187.039993,187.339996,184.919998,184.970001,168.258484,119843000,16370.70996,16466.03906,16268.99023,16268.99023,16268.99023,92770000,30.0,30.200001,28.75,28.9,28.622021000000004,1175900,1.3783,1.3827,1.3829,1.3777,0,107.03,106.97,107.35,106.48,166380,1,100.28,99.21,100.48,99.12,1,43046,43528,43750,42870,22130,0,2.694,2.75,2.763,2.685,0,1415.2,1423.7,1429.05,1402.8,0,781.15,782.7,783.0,782.6,0,0,80.169,80.12,80.29,80.06,11940,1,24.5,24.620001,23.48,23.49,22.766338,60261900,36.0,36.209998999999996,35.860001000000004,36.09,36.09,1941100 +2014-03-27,125.059998,125.290001,124.209999,124.589996,124.589996,7312300,184.75,185.339996,183.899994,184.580002,167.90373200000005,142383000,16268.669919999998,16300.94043,16191.79004,16264.23047,16264.23047,93650000,28.799999,29.6,28.1,28.799999,28.522982,1411300,1.374,1.3781,1.3798,1.3729,0,107.83,107.0,107.99,106.77,184830,1,101.38,100.37,101.77,100.1,1,42891,43109,43136,42559,24940,0,2.6830000000000003,2.695,2.714,2.659,0,1403.8,1415.3,1416.45,1395.75,0,761.0,773.0,773.0,762.5,0,1120,80.252,80.165,80.35,80.1,15610,1,23.459999,23.889999,23.27,23.82,23.086172,38461400,36.5,36.650002,36.459998999999996,36.5,36.5,2081900 +2014-03-28,124.230003,124.959999,123.879997,124.559998,124.559998,7253700,185.110001,186.419998,185.0,185.490005,168.73152199999996,101642000,16267.76953,16414.85938,16267.76953,16323.05957,16323.05957,86370000,28.75,29.4,28.200001,29.049999,28.770576,1021500,1.3753,1.374,1.3773,1.3705,1,108.07,107.73,108.39,107.62,140350,1,101.61,101.47,102.36,101.31,1,42759,42906,43180,42411,21210,0,2.7230000000000003,2.685,2.734,2.67,1,1411.15,1404.15,1411.8,1400.35,1,773.7,757.45,776.0,757.45,1,1130,80.335,80.295,80.4,80.205,12670,1,23.700001,24.35,23.51,24.1,23.357544,46141600,36.790001000000004,36.84,36.549999,36.619999,36.619999,2000500 +2014-03-31,124.519997,124.790001,123.57,123.610001,123.610001,12379200,186.669998,187.300003,185.520004,187.009995,170.114197,99745000,16324.21973,16480.84961,16324.21973,16457.66016,16457.66016,104510000,29.1,29.1,27.85,27.9,27.631639,1464900,1.3771,1.3755,1.3807,1.3734,1,107.76,108.0,108.33,107.05,145620,0,101.53,101.73,102.01,100.92,0,42805,42701,43330,42701,18480,1,2.719,2.724,2.768,2.719,0,1417.45,1414.35,1426.3,1412.8,1,777.1,773.1,780.5,771.3,1,0,80.25399999999998,80.35,80.575,80.115,21110,0,23.959999,24.17,23.440001,23.610001,22.882641,45688600,36.59,36.740002000000004,36.360001000000004,36.59,36.59,2124000 +2014-04-01,123.709999,123.849998,123.110001,123.389999,123.389999,5992000,187.619995,188.360001,187.0,188.25,171.24211100000005,89193000,16458.05078,16565.73047,16457.59961,16532.60938,16532.60938,88010000,28.15,28.6,28.049999,28.200001,27.928755,833200,1.3794,1.3769,1.3817,1.3767,1,105.62,107.66,107.8,105.1,195030,0,99.69,101.56,101.6,99.31,0,42588,42743,43000,42551,14760,0,2.755,2.7260000000000004,2.766,2.724,1,1425.55,1417.5,1436.9,1415.6,1,782.35,780.0,780.0,780.0,1,1165,80.249,80.255,80.285,80.125,10640,0,23.719999,23.879999,23.5,23.690001,22.960176,19095400,36.450001,36.5,35.799999,35.830002,35.830002,4688600 +2014-04-02,124.410004,124.75,124.190002,124.32,124.32,4907800,188.490005,189.130005,188.139999,188.880005,171.815216,78774000,16532.80078,16588.18945,16506.59961,16573.0,16573.0,78120000,29.049999,29.5,28.950001,29.0,28.72106,1047400,1.3767,1.3792,1.3821,1.3752,0,104.79,105.32,105.85,103.95,271600,0,99.3,99.67,99.86,98.89,0,43135,42550,43379,42528,20850,1,2.806,2.757,2.81,2.755,1,1437.85,1425.8,1438.95,1425.8,1,787.8,781.05,791.0,777.45,1,1165,80.372,80.245,80.435,80.15,15830,1,24.1,24.49,24.08,24.32,23.57077,50757600,35.810001,35.950001,35.630001,35.799999,35.799999,3366200 +2014-04-03,123.75,124.260002,123.589996,123.919998,123.919998,3658800,189.169998,189.220001,188.050003,188.630005,171.58781399999995,77435000,16572.35938,16604.15039,16527.59961,16572.55078,16572.55078,77220000,28.799999,29.1,28.5,28.9,28.622021000000004,692500,1.372,1.3768,1.3807,1.3699,0,106.15,104.59,106.32,104.45,220540,1,100.45,99.34,100.54,99.12,1,43021,43091,43435,42722,21050,0,2.801,2.806,2.806,2.777,0,1440.0,1437.7,1446.7,1434.2,1,788.85,786.8,792.5,782.8,1,1165,80.64,80.38,80.685,80.24,40190,1,24.1,24.129999,23.799999,24.07,23.328470000000006,29477700,35.84,36.209998999999996,35.790001000000004,36.139998999999996,36.139998999999996,1867800 +2014-04-04,125.199997,125.959999,124.860001,125.57,125.57,7278400,189.660004,189.699997,186.100006,186.399994,169.55926499999995,169381000,16576.01953,16631.63086,16392.76953,16412.71094,16412.71094,104350000,29.9,30.75,29.75,29.799999,29.513363,1283200,1.3703,1.3719,1.3732,1.3672,0,106.72,106.17,107.04,106.1,184070,1,101.1,100.5,101.75,100.4,1,42969,43108,43440,42925,23780,0,2.7260000000000004,2.799,2.801,2.721,0,1449.05,1440.1,1451.15,1436.65,1,790.75,789.95,792.85,783.15,1,1165,80.571,80.6,80.77,80.485,24500,0,24.629999,24.66,24.139999,24.26,23.512615,30183500,36.48,36.619999,36.389998999999996,36.43,36.43,2427600 +2014-04-07,125.07,125.470001,124.839996,124.910004,124.910004,3967200,185.949997,186.259995,183.960007,184.339996,167.68541000000005,140803000,16414.15039,16421.38086,16244.00977,16245.87012,16245.87012,116540000,29.700001,30.35,29.4,29.549999,29.265768,843700,1.3741,1.3696,1.3749,1.3689,1,105.82,106.35,106.63,105.13,215200,0,100.76,100.94,101.35,99.95,0,43080,42970,43224,42770,16610,1,2.701,2.7230000000000003,2.735,2.6830000000000003,0,1429.25,1449.35,1450.75,1427.0,0,767.9,780.0,780.0,780.0,0,0,80.355,80.57,80.595,80.31,10470,0,24.18,24.639999,24.059999,24.26,23.512615,26017500,36.200001,36.509997999999996,36.009997999999996,36.279999,36.279999,2030200 +2014-04-08,126.339996,126.339996,125.900002,126.089996,126.089996,6939100,184.259995,185.399994,183.589996,185.100006,168.37673999999996,112660000,16245.16016,16296.86035,16180.28027,16256.13965,16256.13965,98510000,30.200001,30.25,29.549999,30.15,29.859997,761300,1.3796,1.3741,1.3813,1.3737,1,107.67,105.97,107.85,105.78,193360,1,102.34,100.75,102.77,100.75,1,43198,43300,43430,43165,8330,1,2.6830000000000003,2.708,2.721,2.674,0,1441.75,1429.3,1444.2,1427.1,1,775.85,767.75,779.45,766.45,1,1165,79.835,80.345,80.35,79.8,25960,0,24.68,24.93,24.49,24.879999,24.113516,35477500,36.459998999999996,37.009997999999996,36.32,36.900002,36.900002,4498000 +2014-04-09,125.459999,126.720001,125.330002,126.32,126.32,5305600,185.600006,187.149994,185.059998,187.089996,170.186935,100254000,16256.37012,16438.82031,16256.37012,16437.17969,16437.17969,91550000,29.799999,30.25,29.35,30.0,29.711441,1081400,1.3855,1.3794,1.3862,1.3779,1,107.98,107.5,108.14,107.12,144720,1,103.44,102.36,103.78,102.04,1,42675,43201,43281,42301,20510,0,2.693,2.684,2.7230000000000003,2.674,1,1443.9,1441.8,1447.25,1435.55,1,782.55,776.45,784.2,774.0,1,0,79.553,79.875,79.955,79.535,20310,0,24.6,25.34,24.5,25.07,24.297661,28068600,36.98,37.380001,36.900002,37.220001,37.220001,4467200 +2014-04-10,126.949997,127.370003,126.82,127.010002,127.010002,5003200,187.080002,187.169998,182.929993,183.160004,166.612015,172959000,16437.24023,16456.11914,16153.33984,16170.21973,16170.21973,112550000,30.25,30.549999,29.299999,29.35,29.067694,865300,1.3888,1.3855,1.3899,1.3835,1,107.46,107.9,107.92,107.26,124820,0,103.38,103.49,103.86,103.15,0,43486,42817,43840,42817,26800,1,2.647,2.695,2.7030000000000003,2.614,0,1454.8,1443.8,1461.9,1442.75,1,792.3,782.55,794.5,779.9,1,1165,79.45,79.615,79.645,79.385,22540,0,25.24,25.299999,24.530001,24.57,23.813065,33824400,37.23,37.330002,37.130001,37.200001,37.200001,2969100 +2014-04-11,127.040001,127.309998,126.730003,126.93,126.93,4697200,182.139999,183.419998,181.309998,181.509995,165.111084,167251000,16168.87012,16168.87012,16015.32031,16026.75,16026.75,119550000,29.35,30.0,29.15,29.5,29.216249,1090900,1.3885,1.3888,1.3907,1.3864,0,107.33,107.35,107.87,106.98,105400,0,103.35,103.39,104.49,103.06,0,43177,43405,43418,43016,16190,0,2.628,2.641,2.657,2.607,0,1458.95,1454.9,1464.6,1451.65,1,806.8,791.55,812.5,785.15,1,1165,79.523,79.48,79.63,79.43,12800,1,24.639999,24.799999,24.129999,24.219999,23.473846,25661000,37.200001,37.540001000000004,37.18,37.18,37.18,2638300 +2014-04-14,127.800003,128.25,127.620003,127.849998,127.849998,6677400,182.929993,183.369995,181.440002,182.940002,166.41186499999995,132382000,16028.29004,16184.75977,16028.29004,16173.24023,16173.24023,90020000,29.9,30.700001,29.6,30.25,29.959038,942500,1.3821,1.3839,1.3866,1.381,0,109.07,107.42,109.12,107.26,95830,1,103.6,103.61,104.6,103.39,1,43229,43040,43365,42803,11550,1,2.65,2.603,2.657,2.603,1,1466.85,1467.2,1471.5,1463.25,0,811.5,809.0,817.0,807.1,1,0,79.805,79.63,79.905,79.62,10510,1,24.57,24.83,24.379999,24.52,23.764606,26719400,37.34,37.57,37.310001,37.380001,37.380001,1348400 +2014-04-15,124.790001,125.699997,124.599998,125.489998,125.489998,9967600,183.320007,184.330002,181.509995,184.199997,167.55806,157093000,16173.49023,16272.9502,16063.2002,16262.55957,16262.55957,97850000,29.15,29.35,28.450001,29.0,28.72106,902200,1.3814,1.3821,1.3835,1.379,0,108.74,108.92,109.11,108.27,19550,0,103.83,103.67,104.12,102.98,1,42289,43050,43060,41526,34280,0,2.63,2.6460000000000004,2.6630000000000003,2.596,0,1442.3,1466.4,1467.4,1430.55,0,795.9,809.15,809.95,786.5,0,1125,79.888,79.85,79.985,79.76,11180,1,23.83,24.07,23.530001,24.02,23.28001,40829300,37.380001,37.540001000000004,37.349998,37.389998999999996,37.389998999999996,2715200 +2014-04-16,125.370003,125.57,125.029999,125.540001,125.540001,4071300,185.470001,186.139999,184.649994,186.130005,169.31368999999995,105197000,16266.23047,16424.84961,16266.23047,16424.84961,16424.84961,94650000,29.0,29.200001,28.5,28.75,28.473463,842700,1.3816,1.3814,1.3852,1.3804,1,109.6,109.43,110.36,109.0,229360,1,103.81,103.81,105.04,103.18,0,42416,42259,42757,41761,24430,1,2.635,2.6260000000000003,2.661,2.625,1,1440.5,1442.25,1446.25,1434.5,0,802.3,795.0,804.05,790.15,1,1125,79.883,79.895,79.955,79.715,10730,0,24.040001,24.08,23.67,23.799999,23.066788,24011100,37.779999,37.810001,37.25,37.48,37.48,4669400 +2014-04-17,125.379997,125.529999,124.57,124.75,124.75,5901900,185.880005,186.910004,185.559998,186.389999,169.550186,105255000,16424.14063,16460.49023,16368.13965,16408.53906,16408.53906,136190000,28.65,29.15,28.65,28.950001,28.671541,683000,1.3815,1.3816,1.3866,1.381,0,109.53,109.6,110.19,109.08,163990,0,104.59,103.98,104.92,103.68,1,42377,42336,42570,42166,17550,0,2.721,2.632,2.7260000000000004,2.623,1,1415.15,1440.65,1442.2,1411.55,0,807.1,801.9,808.4,793.15,1,1125,79.903,79.87,79.95,79.65,7530,1,23.799999,23.959999,23.540001,23.57,22.843874,19332100,37.509997999999996,37.790001000000004,37.450001,37.66,37.66,3083900 +2014-04-21,124.07,124.330002,123.760002,124.239998,124.239998,6579200,186.440002,187.100006,186.210007,187.039993,170.141434,68329000,16408.91992,16459.7793,16402.08008,16449.25,16449.25,79500000,28.75,28.85,27.85,28.5,28.22587,1007000,1.3792,1.3809,1.3832,1.3786,0,109.95,109.76,110.05,108.89,71870,1,104.17,104.76,104.99,104.07,0,42027,42250,42250,41760,16270,0,2.715,2.719,2.733,2.688,0,1405.05,1412.8,1418.05,1400.2,0,777.8,795.1,802.0,766.9,0,1125,80.03,79.94,80.06,79.865,7590,1,23.58,23.74,23.040001,23.51,22.785723,33215100,37.59,37.759997999999996,37.549999,37.639998999999996,37.639998999999996,1353600 +2014-04-22,124.150002,124.160004,122.919998,123.779999,123.779999,6898100,187.229996,188.399994,187.130005,187.889999,170.914658,85790000,16449.38086,16565.71094,16449.38086,16514.36914,16514.36914,84830000,28.450001,29.700001,28.25,29.6,29.315289,1232800,1.3805,1.3794,1.3826,1.3785,1,109.27,109.94,109.99,108.53,201110,0,102.13,104.36,104.36,101.69,0,42236,42002,42470,41943,18470,1,2.7110000000000003,2.717,2.748,2.699,0,1403.8,1404.8,1413.4,1395.25,0,783.65,780.4,789.7,779.0,1,1125,79.995,80.065,80.065,79.865,11180,0,23.540001,23.82,23.33,23.790001,23.057096,21896000,37.209998999999996,37.23,36.919998,37.0,37.0,3118600 +2014-04-23,123.699997,123.940002,123.379997,123.760002,123.760002,3736600,187.820007,187.919998,187.300003,187.449997,170.514404,73869000,16513.73047,16525.99023,16477.2793,16501.65039,16501.65039,76830000,29.65,30.1,28.950001,29.75,29.463846000000004,716200,1.3817,1.3805,1.3855,1.38,1,109.11,109.5,109.54,108.6,181740,0,101.57,101.92,102.14,101.26,0,42482,42335,42660,42335,14090,1,2.693,2.717,2.722,2.677,0,1406.45,1403.7,1407.45,1398.2,1,786.0,785.7,787.6,783.0,1,1125,79.935,79.98,80.005,79.77,13260,0,23.83,24.469999,23.77,24.27,23.522308,44932000,37.040001000000004,37.119999,36.84,36.91,36.91,2389600 +2014-04-25,125.169998,125.709999,125.07,125.43,125.43,7023700,187.220001,187.330002,185.869995,186.289993,169.45921299999995,100380000,16503.25977,16503.25977,16333.78027,16361.45996,16361.45996,90630000,29.4,29.700001,29.200001,29.700001,29.41433,442300,1.3833,1.3832,1.385,1.3826,1,109.58,110.33,110.63,109.25,216210,0,100.69,101.95,102.06,100.5,0,42607,42615,42890,42381,22280,1,2.6660000000000004,2.6860000000000004,2.69,2.644,0,1424.15,1412.75,1429.7,1411.15,1,811.2,800.75,812.5,800.0,1,1100,79.818,79.845,79.88,79.735,8590,0,24.129999,24.48,24.030001,24.459999,23.706455,32620000,36.580002,36.720001,36.529999,36.599998,36.599998,1991400 +2014-04-28,125.300003,125.339996,124.449997,124.879997,124.879997,4897900,187.050003,187.690002,184.960007,186.880005,169.995926,135121000,16363.2002,16500.36914,16312.66016,16448.74023,16448.74023,105510000,29.700001,29.950001,29.450001,29.700001,29.41433,629400,1.385,1.3834,1.388,1.3814,1,108.12,109.5,110.2,107.86,246470,0,100.88,100.52,101.55,100.36,1,42468,42746,42746,42301,17360,0,2.708,2.675,2.71,2.668,1,1419.35,1430.4,1431.95,1414.4,0,800.7,810.1,813.6,794.5,0,0,79.762,79.805,79.91,79.615,11600,0,24.309999,24.34,23.879999,23.99,23.250933,28567200,36.740002000000004,36.75,36.48,36.709998999999996,36.709998999999996,1391500 +2014-04-29,124.949997,125.379997,124.650002,124.860001,124.860001,5241600,187.479996,188.039993,187.080002,187.75,170.787308,84098000,16451.17969,16559.39063,16451.17969,16535.36914,16535.36914,71240000,29.6,30.75,29.6,30.65,30.355186,629300,1.3812,1.3849,1.3879,1.3805,0,108.98,108.13,109.37,108.0,206500,1,100.73,100.91,102.22,100.73,0,41962,42302,42349,41810,19110,0,2.697,2.708,2.7310000000000003,2.688,0,1429.5,1419.4,1436.7,1411.35,1,807.9,800.65,809.75,795.25,1,1080,79.881,79.76,79.92,79.66,10320,1,23.93,24.450001,23.92,24.309999,23.561073,25448500,37.07,37.150002,36.68,36.720001,36.720001,1398800 +2014-05-01,123.169998,123.830002,123.059998,123.800003,123.800003,6687300,188.220001,188.839996,187.729996,188.330002,171.31491100000005,93019000,16580.25977,16604.78906,16525.25,16558.86914,16558.86914,75630000,30.15,30.25,29.700001,29.9,29.612402000000003,597200,1.3869999999999998,1.3866,1.3889,1.3861,1,107.76,108.08,108.12,106.85,186880,0,99.23,99.8,99.97,98.82,0,40906,41023,41270,40514,3640,0,2.613,2.659,2.662,2.593,0,1425.25,1427.15,1428.7,1412.3,0,814.15,809.75,819.3,806.4,1,0,79.579,79.57,79.605,79.48,7320,1,23.85,24.01,23.73,23.790001,23.057096,21062200,36.029999,36.310001,35.970001,36.16,36.16,2539800 +2014-05-02,123.690002,125.669998,123.330002,125.059998,125.059998,9912900,188.309998,189.139999,187.779999,188.059998,171.069305,98122000,16562.33984,16620.06055,16488.31055,16512.89063,16512.89063,78910000,30.1,31.200001,29.799999,30.950001,30.652304,673500,1.3869999999999998,1.3868,1.3881,1.3811,1,108.59,107.72,108.99,107.6,215150,1,99.93,99.24,100.21,99.24,1,42083,40940,42265,40900,790,1,2.5860000000000003,2.615,2.7,2.573,0,1439.55,1424.95,1444.9,1418.75,1,812.4,815.85,819.2,808.1,0,1050,79.563,79.56,79.935,79.515,23760,0,23.92,24.389999,23.809999,24.32,23.57077,30655700,36.169998,36.400002,36.099998,36.290001000000004,36.290001000000004,1846200 +2014-05-05,126.470001,126.629997,126.0,126.220001,126.220001,5196500,187.139999,188.550003,186.619995,188.419998,171.396774,75883000,16509.75,16547.91992,16377.08984,16530.55078,16530.55078,70320000,31.6,31.65,31.0,31.200001,30.8999,479000,1.3876,1.3872,1.3892,1.3865,1,107.72,108.92,108.92,107.05,139530,0,99.38,99.98,100.47,98.94,0,41961,42012,42495,41835,220,0,2.6060000000000003,2.575,2.613,2.572,1,1451.9,1441.95,1454.65,1438.45,1,816.5,812.1,818.5,809.55,1,0,79.53,79.56,79.58,79.485,8130,0,24.6,24.67,24.290001,24.41,23.657995,13954400,36.259997999999996,36.259997999999996,35.959998999999996,36.139998999999996,36.139998999999996,2344000 +2014-05-06,126.019997,126.110001,125.629997,125.980003,125.980003,3488000,188.0,188.130005,186.740005,186.779999,169.904984,85454000,16529.84961,16529.84961,16399.99023,16401.01953,16401.01953,74340000,31.35,31.4,30.85,31.1,30.800861,303700,1.3928,1.3875,1.3952,1.3869,1,107.06,107.53,108.21,106.97,194540,0,99.9,99.44,100.47,99.38,1,42571,42527,42818,42489,15820,1,2.593,2.6060000000000003,2.6260000000000003,2.5860000000000003,0,1454.05,1451.95,1459.45,1446.85,1,818.4,818.0,822.0,812.25,1,1030,79.126,79.55,79.565,79.09,27540,0,24.43,24.440001,24.25,24.280001,23.532001,8793200,36.310001,36.5,36.16,36.189999,36.189999,1642300 +2014-05-07,125.519997,125.57,123.919998,124.169998,124.169998,8469900,187.410004,187.970001,186.009995,187.880005,170.905563,106500000,16401.66016,16522.93945,16357.34961,16518.53906,16518.53906,93870000,30.85,31.0,29.65,29.85,29.562885,643700,1.3912,1.3928,1.394,1.391,0,108.13,107.17,108.25,106.96,217140,1,100.84,99.86,101.02,99.81,1,41928,42596,42869,41870,24590,0,2.59,2.599,2.617,2.577,0,1439.05,1454.1,1458.65,1433.4,0,796.7,817.15,818.45,795.4,0,1030,79.243,79.165,79.29,79.125,16460,1,24.200001,24.209999,23.620001,23.809999,23.076481,34352300,36.509997999999996,36.700001,36.279999,36.599998,36.599998,1938300 +2014-05-08,124.190002,124.470001,123.889999,124.169998,124.169998,3695500,187.710007,189.050003,187.080002,187.679993,170.723648,93618000,16518.16016,16622.94922,16502.00977,16550.9707,16550.9707,75620000,29.9,30.200001,29.75,30.0,29.711441,347000,1.3841,1.3911,1.3993,1.3832,0,108.04,108.07,108.15,107.38,163880,0,100.29,100.86,100.97,99.91,0,41587,41900,42098,41537,18940,0,2.611,2.623,2.634,2.58,1,1438.4,1439.0,1443.45,1426.05,0,804.05,797.95,807.0,797.0,1,1030,79.402,79.27,79.505,78.93,44180,1,23.82,23.99,23.719999,23.77,23.037712,13305600,36.419998,36.52,36.330002,36.490002000000004,36.490002000000004,1303500 +2014-05-09,124.389999,124.470001,123.82,124.099998,124.099998,3120000,187.710007,188.039993,186.830002,187.960007,170.97833300000005,83679000,16551.23047,16588.76953,16498.71094,16583.33984,16583.33984,74980000,30.0,30.35,29.6,29.85,29.562885,363000,1.376,1.3841,1.3847,1.3746,0,107.89,108.08,109.02,107.64,179230,0,100.04,100.36,101.27,99.8,0,41453,41618,41895,41318,16020,0,2.623,2.611,2.636,2.591,1,1431.15,1438.3,1438.3,1426.65,0,799.75,805.6,806.25,798.0,0,1030,79.961,79.46,79.97,79.46,27410,1,23.85,23.950001,23.52,23.73,22.998945000000006,10691700,36.669998,36.77,36.279999,36.400002,36.400002,1552300 +2014-05-12,125.400002,125.419998,124.690002,124.940002,124.940002,4025500,188.800003,189.880005,188.0,189.789993,172.64300500000004,86940000,16584.82031,16704.83984,16584.82031,16695.4707,16695.4707,71550000,30.35,30.6,29.799999,29.85,29.562885,357300,1.3757,1.375,1.3775,1.3748,0,108.41,107.94,108.77,107.94,145650,1,100.61,100.14,100.95,99.95,1,42086,41469,42385,41393,20510,1,2.661,2.631,2.665,2.631,1,1438.1,1426.2,1445.35,1422.95,1,808.75,801.0,809.4,796.0,1,0,79.965,79.915,79.97,79.84,12500,0,24.01,24.120001,23.85,23.93,23.192781,16204900,36.639998999999996,36.720001,36.52,36.59,36.59,1498300 +2014-05-13,124.790001,125.099998,124.5,124.599998,124.599998,2643500,190.039993,190.419998,189.770004,189.960007,172.797668,66454000,16695.91992,16735.50977,16695.91992,16715.43945,16715.43945,71340000,29.9,30.15,29.299999,29.35,29.067694,492700,1.3704,1.3758,1.3773,1.3691,0,109.24,108.37,109.46,108.05,130640,1,101.95,100.65,102.07,100.38,1,41884,41980,42200,41750,16000,0,2.611,2.661,2.661,2.607,0,1453.4,1438.3,1461.0,1435.7,1,817.3,805.05,818.65,802.05,1,1030,80.21300000000002,79.955,80.285,79.92,26800,1,23.93,24.1,23.74,23.75,23.018328,12505800,36.830002,37.080002,36.709998999999996,37.040001000000004,37.040001000000004,2221900 +2014-05-14,125.800003,125.959999,125.440002,125.809998,125.809998,4015900,189.789993,189.880005,188.789993,189.059998,171.978973,72367000,16716.08008,16717.56055,16595.0,16613.9707,16613.9707,71970000,29.75,30.35,29.6,30.15,29.859997,471100,1.3715,1.3704,1.3732,1.3697,1,110.19,109.39,110.41,109.32,115260,1,102.03,101.97,102.71,101.88,1,42348,42149,42750,42149,13310,1,2.548,2.616,2.62,2.525,0,1480.8,1453.25,1487.35,1452.55,1,828.6,828.4,828.4,828.0,1,1030,80.135,80.17,80.185,80.05,15350,0,24.040001,24.129999,23.959999,24.01,23.270317,16749000,37.220001,37.34,37.150002,37.18,37.18,2575000 +2014-05-15,124.769997,125.510002,124.540001,124.769997,124.769997,5861100,188.679993,188.720001,186.479996,187.399994,170.468948,154956000,16613.51953,16622.90039,16397.46094,16446.81055,16446.81055,106610000,29.9,30.1,29.35,29.700001,29.41433,447700,1.3711,1.3715,1.3733,1.3648,0,110.44,110.21,110.6,109.75,20370,1,101.55,102.06,102.29,101.3,0,41717,42348,42348,41575,21160,0,2.496,2.543,2.562,2.4730000000000003,0,1471.85,1480.85,1481.25,1466.7,0,812.1,827.95,827.95,810.0,0,1030,80.064,80.115,80.405,79.985,23000,0,23.809999,23.940001,23.51,23.620001,22.892334,26428900,37.119999,37.16,36.93,37.040001000000004,37.040001000000004,1339000 +2014-05-16,124.349998,124.769997,124.290001,124.5,124.5,4052100,187.509995,188.130005,186.720001,188.050003,171.060226,97458000,16447.32031,16498.99023,16414.32031,16491.31055,16491.31055,119330000,29.6,29.6,28.950001,29.049999,28.770576,490500,1.3695,1.3712,1.3729,1.3687,0,109.75,108.96,110.05,108.88,229930,0,102.16,101.62,102.28,101.44,1,40894,41625,41625,40854,18190,0,2.523,2.495,2.527,2.489,1,1466.4,1472.35,1475.1,1461.25,0,815.0,812.1,818.05,805.0,1,1030,80.107,80.06,80.18,80.03,12150,1,23.48,23.58,23.33,23.42,22.698494,14762700,37.110001000000004,37.27,37.09,37.23,37.23,1574900 +2014-05-19,125.279999,125.470001,124.480003,124.580002,124.580002,3902600,187.690002,188.889999,187.520004,188.740005,171.687866,63839000,16490.34961,16526.25977,16442.11914,16511.85938,16511.85938,82180000,29.299999,29.549999,28.9,29.1,28.820099,419900,1.3709,1.3703,1.3736,1.3688,1,109.37,109.82,110.33,109.3,171710,0,102.77,102.6,103.56,102.44,1,40866,41030,41445,40780,19800,0,2.545,2.521,2.546,2.495,1,1473.25,1468.95,1485.9,1465.35,1,816.35,815.75,825.0,815.15,1,0,80.048,80.11,80.11,79.935,10520,0,23.620001,23.65,23.27,23.41,22.688801,11015300,37.419998,37.52,37.330002,37.380001,37.380001,1644800 +2014-05-20,124.120003,124.910004,124.089996,124.690002,124.690002,3770800,188.649994,188.669998,187.070007,187.550003,170.605392,111644000,16511.2207,16511.2207,16341.29981,16374.30957,16374.30957,75150000,28.950001,29.5,28.9,29.299999,29.018171,373100,1.3703,1.3708,1.3714,1.3678,0,109.69,109.33,110.0,109.1,172790,1,102.44,102.6,102.86,102.1,0,41030,40902,41127,40715,19410,1,2.514,2.543,2.553,2.502,0,1470.75,1473.15,1479.4,1466.7,0,826.35,816.35,830.5,815.85,1,1030,80.093,80.08,80.17,80.055,7930,1,23.280001,23.52,23.26,23.389999,22.669416,9777000,37.330002,37.540001000000004,37.240002000000004,37.52,37.52,1348600 +2014-05-21,124.25,124.550003,123.529999,124.389999,124.389999,6846500,188.089996,189.220001,188.059998,189.130005,172.042618,89093000,16376.169919999998,16544.59961,16376.169919999998,16533.06055,16533.06055,76730000,29.15,29.5,28.799999,29.4,29.117212,649700,1.3687,1.3703,1.3724,1.3635,0,110.55,109.76,110.73,109.7,220000,1,103.85,102.99,104.32,102.81,1,40896,41095,41347,40818,19080,0,2.5340000000000003,2.509,2.5610000000000004,2.5,1,1474.7,1470.9,1484.25,1469.5,1,831.1,827.5,835.0,826.0,1,1055,80.15,80.075,80.37,79.94,17890,1,23.280001,23.49,23.219999,23.450001,22.72757,11669100,37.77,38.18,37.75,37.98,37.98,4562600 +2014-05-22,125.139999,125.239998,124.540001,124.669998,124.669998,3458800,189.179993,189.979996,188.860001,189.589996,172.46108999999996,61549000,16532.74023,16565.39063,16489.60938,16543.08008,16543.08008,59250000,29.700001,29.85,29.5,29.85,29.562885,433600,1.3656,1.3687,1.3689,1.3645,0,110.36,110.49,111.04,110.17,200090,0,103.75,103.86,104.23,103.56,0,40976,41000,41454,40833,24360,1,2.5540000000000003,2.543,2.568,2.5340000000000003,1,1489.25,1474.45,1496.95,1473.65,1,837.1,829.3,840.0,827.95,1,0,80.305,80.135,80.335,80.125,10920,1,23.629999,23.639999,23.389999,23.389999,22.669416,10736700,38.110001000000004,38.16,37.919998,38.009997999999996,38.009997999999996,3436500 +2014-05-23,124.599998,124.660004,124.190002,124.510002,124.510002,2205900,189.759995,190.479996,189.589996,190.350006,173.152451,61092800,16544.49023,16613.07031,16544.49023,16606.26953,16606.26953,61340000,29.799999,30.049999,29.5,29.6,29.315289,586100,1.3634,1.3656,1.366,1.3615,0,110.54,110.38,110.7,110.25,143660,1,104.39,103.77,104.56,103.7,1,40797,40926,41054,40575,18720,0,2.536,2.552,2.557,2.518,0,1475.1,1488.8,1490.55,1465.8,0,832.2,835.2,839.15,827.5,0,1180,80.45,80.295,80.49,80.285,10910,1,23.42,23.5,23.299999,23.309999,22.591883,8163800,38.099998,38.27,38.049999,38.18,38.18,2545800 +2014-05-27,122.980003,123.07,121.75,121.849998,121.849998,10895800,191.059998,191.580002,190.949997,191.520004,174.21670500000005,72010000,16607.41992,16688.68945,16607.41992,16675.5,16675.5,80870000,29.25,29.25,28.4,28.4,28.126831,1312100,1.3634,1.3647,1.367,1.3613,0,110.02,110.35,110.8,109.71,173410,0,104.16,104.38,104.54,103.61,0,40365,41160,41160,40212,25210,0,2.518,2.539,2.553,2.512,0,1465.85,1479.6,1481.25,1461.85,0,831.55,832.2,836.35,827.95,0,1180,80.405,80.335,80.52,80.225,12490,0,23.0,23.02,22.41,22.41,21.71961,42767100,38.0,38.169998,37.93,38.139998999999996,38.139998999999996,1155500 +2014-05-28,121.470001,121.699997,120.919998,121.199997,121.199997,6736800,191.520004,191.820007,191.059998,191.380005,174.089371,66723000,16674.98047,16674.98047,16620.2207,16633.17969,16633.17969,62480000,28.35,28.549999,28.15,28.35,28.077312,1678700,1.3591,1.3635,1.3639,1.3588,0,109.81,110.22,110.4,109.41,175310,0,103.08,104.16,104.41,102.66,0,40202,40440,40590,40000,20240,0,2.445,2.514,2.516,2.434,0,1458.95,1465.9,1467.5,1451.85,0,840.75,834.2,845.0,831.5,1,0,80.62,80.4,80.63,80.38,13970,1,22.33,22.42,21.93,22.040001,21.361008,38713400,37.990002000000004,38.009997999999996,37.59,37.68,37.68,1885000 +2014-05-29,120.779999,121.459999,120.769997,120.940002,120.940002,5551900,191.820007,192.399994,191.330002,192.369995,174.98992900000005,64377000,16637.74023,16698.74023,16620.42969,16698.74023,16698.74023,55500000,28.25,28.950001,28.200001,28.6,28.324907,734200,1.3602,1.3589,1.3626,1.3585,1,109.97,109.89,110.46,109.72,174680,1,103.53,103.09,103.97,102.65,1,40019,40110,40162,39604,25360,0,2.47,2.448,2.47,2.402,1,1462.45,1458.7,1463.75,1446.8,1,833.8,834.6,840.15,828.0,0,1160,80.54,80.61,80.61,80.4,12370,0,21.959999,22.459999,21.93,22.24,21.554848,20726800,37.720001,38.060001,37.669998,37.91,37.91,1189600 +2014-05-30,120.760002,120.809998,119.620003,120.43,120.43,8749600,192.190002,192.800003,192.029999,192.679993,175.271881,76316000,16697.33008,16721.2207,16648.84961,16717.16992,16717.16992,105190000,28.549999,28.75,27.9,28.75,28.473463,789200,1.3631,1.3601,1.365,1.3598,1,109.41,110.02,110.13,109.22,175050,0,102.89,103.59,103.64,102.48,0,39586,39935,40190,39517,23230,0,2.475,2.466,2.491,2.452,1,1453.55,1462.4,1469.35,1447.8,0,835.65,835.6,836.5,829.95,1,1140,80.404,80.535,80.545,80.35,10070,0,22.139999,22.5,21.940001,22.5,21.806839,28665000,37.650002,37.73,37.490002000000004,37.68,37.68,1311000 +2014-06-02,119.93,120.459999,119.610001,119.699997,119.699997,5916100,192.949997,192.990005,191.970001,192.899994,175.472046,64656000,16716.84961,16756.64063,16682.07031,16743.63086,16743.63086,57560000,28.450001,29.049999,28.25,28.85,28.572504,549200,1.3597,1.3636,1.3646,1.3589,0,108.83,109.7,109.87,108.62,194250,0,102.44,102.94,103.38,102.12,0,39626,39657,39859,39465,18610,1,2.527,2.484,2.541,2.475,1,1436.45,1452.35,1452.75,1435.05,0,832.05,836.45,836.45,830.0,0,0,80.69,80.405,80.73,80.405,21370,1,22.32,22.540001,22.15,22.290001,21.603308,21523400,37.52,37.57,37.380001,37.529999,37.529999,3111500 +2014-06-03,119.730003,120.089996,119.419998,120.010002,120.010002,5008300,192.429993,192.899994,192.25,192.800003,175.381058,65047000,16736.69922,16736.69922,16690.00977,16722.33984,16722.33984,67830000,28.75,29.200001,28.5,28.950001,28.671541,585900,1.3628,1.3596,1.3647,1.3586,1,108.82,108.8,108.98,108.32,177670,0,102.81,102.47,102.89,102.27,1,39773,39633,40049,39633,18360,1,2.599,2.529,2.6,2.518,1,1431.35,1436.65,1443.15,1429.25,0,836.2,833.15,838.0,833.15,1,1140,80.593,80.69,80.715,80.475,13460,0,22.290001,22.42,22.0,22.370001,21.680843,17797700,37.490002000000004,37.650002,37.450001,37.639998999999996,37.639998999999996,1160100 +2014-06-04,120.099998,120.160004,119.68,119.760002,119.760002,3859500,192.470001,193.300003,192.270004,193.190002,175.73584,55529000,16720.0,16742.91016,16673.65039,16737.5293,16737.5293,65570000,28.9,28.950001,28.549999,28.799999,28.522982,532300,1.3599,1.3628,1.3639,1.3595,0,108.4,108.89,109.5,108.07,211090,0,102.4,102.8,103.69,102.34,0,39827,39899,39953,39708,13030,1,2.6060000000000003,2.595,2.615,2.568,1,1439.5,1431.4,1441.3,1421.7,1,836.65,834.0,837.0,832.0,1,1125,80.706,80.6,80.715,80.51,13360,1,22.4,22.43,22.23,22.280001,21.593615,16684600,37.849998,37.970001,37.5,37.509997999999996,37.509997999999996,1711300 +2014-06-05,120.550003,120.879997,120.43,120.660004,120.660004,4180400,193.410004,194.649994,192.699997,194.449997,176.882004,92103000,16739.14063,16845.81055,16709.94922,16836.10938,16836.10938,70460000,29.049999,29.549999,28.950001,29.25,28.968655,795700,1.366,1.3599,1.3671,1.3504,1,108.79,108.13,108.96,107.77,193330,1,102.45,102.39,102.7,101.61,1,40282,39830,40470,39615,22740,1,2.584,2.597,2.647,2.57,0,1443.05,1439.55,1449.0,1425.9,1,838.85,835.3,839.35,833.0,1,1125,80.403,80.685,81.065,80.345,53910,0,22.5,22.790001,22.42,22.65,21.952213,23394100,37.27,37.599998,37.209998999999996,37.549999,37.549999,1268400 +2014-06-06,120.68,120.769997,119.940002,120.610001,120.610001,4807700,194.869995,195.429993,194.779999,195.380005,177.72796599999995,78696000,16839.64063,16924.2793,16839.64063,16924.2793,16924.2793,80530000,29.15,30.200001,29.0,30.1,29.810478000000003,898900,1.3643,1.3662,1.3678,1.362,0,108.61,108.85,109.31,108.46,155000,0,102.77,102.47,103.1,102.33,1,39997,40113,40398,39828,18270,0,2.597,2.582,2.602,2.53,1,1454.25,1443.25,1457.7,1443.25,1,843.95,845.5,845.9,838.0,1,1115,80.42699999999998,80.4,80.555,80.265,26060,1,22.639999,22.68,22.34,22.639999,21.942524,16146600,37.66,37.68,37.459998999999996,37.610001000000004,37.610001000000004,1035100 +2014-06-09,120.790001,120.849998,120.57,120.650002,120.650002,2788000,195.350006,196.050003,195.169998,195.580002,177.909943,65119000,16926.08008,16970.16992,16912.91992,16943.09961,16943.09961,67130000,30.15,30.35,29.9,30.049999,29.760958,388400,1.3594,1.3645,1.367,1.3583,0,109.99,108.68,110.16,108.55,189210,1,104.51,102.82,104.61,102.66,1,40297,39980,40370,39980,12440,1,2.608,2.595,2.628,2.595,1,1453.0,1453.25,1458.9,1444.7,0,841.95,844.95,845.0,841.0,0,0,80.682,80.445,80.705,80.33,17920,1,22.639999,22.780001,22.530001,22.549999,21.855295,9406200,37.970001,38.23,37.939999,38.18,38.18,3071300 +2014-06-10,121.290001,121.470001,121.209999,121.389999,121.389999,3556600,195.339996,195.639999,194.919998,195.600006,177.928085,57129000,16940.40039,16946.33984,16897.43945,16945.91992,16945.91992,64560000,30.25,30.799999,30.1,30.799999,30.503744,621900,1.3548,1.3594,1.3603,1.3533,0,109.52,109.95,110.32,109.1,214920,0,104.29,104.48,105.08,104.0,0,40506,40297,40583,40113,16460,1,2.64,2.602,2.651,2.59,1,1475.75,1452.85,1484.8,1451.5,1,854.9,850.6,856.4,850.6,1,1100,80.846,80.645,80.885,80.575,19330,1,22.67,23.040001,22.65,23.030001,22.320511,23569000,38.330002,38.439999,38.049999,38.279999,38.279999,1764300 +2014-06-11,121.510002,121.610001,121.18,121.410004,121.410004,3572300,194.899994,195.119995,194.479996,194.919998,177.30950900000005,68772000,16943.16016,16943.16016,16821.84961,16843.88086,16843.88086,61860000,30.950001,31.5,30.549999,31.35,31.048456,1012500,1.3533,1.3548,1.3558,1.3521,0,109.95,109.61,110.25,109.44,131570,1,104.48,104.32,104.83,104.19,1,40606,40550,40840,40475,14280,1,2.64,2.653,2.662,2.613,1,1478.95,1475.65,1488.35,1475.0,1,860.7,857.6,860.85,857.0,1,1100,80.809,80.835,80.915,80.695,25400,0,23.120001,23.41,23.059999,23.41,22.688801,26206500,38.220001,38.360001000000004,38.150002,38.25,38.25,1171000 +2014-06-12,121.919998,122.75,121.830002,122.639999,122.639999,7388500,194.690002,194.800003,193.110001,193.539993,176.05423000000005,106350000,16840.48047,16841.57031,16703.73047,16734.18945,16734.18945,72560000,31.6,32.349998,31.5,32.299999,31.989317,1075900,1.3553,1.3533,1.3574,1.3512,1,113.02,110.09,113.34,110.0,133070,1,106.86,104.49,106.97,104.37,1,41251,40630,41298,40486,22330,1,2.597,2.644,2.658,2.575,0,1454.05,1478.2,1481.5,1436.7,0,820.15,862.3,862.95,823.0,0,1100,80.59,80.78,80.84,80.54,19600,0,23.49,24.040001,23.459999,24.030001,23.289701,36108300,38.799999,39.110001000000004,38.709998999999996,39.080002,39.080002,5809900 +2014-06-13,122.57,123.040001,122.510002,122.959999,122.959999,4026600,193.919998,194.320007,193.300003,194.130005,176.590912,82017000,16734.64063,16787.89063,16718.59961,16775.74023,16775.74023,95220000,32.150002,32.450001,31.15,31.950001,31.642685,1249000,1.3542,1.3552,1.358,1.3519,0,113.41,113.75,114.69,112.75,16050,1,106.67,107.01,107.85,106.54,0,41875,41311,41900,41305,17390,1,2.608,2.6060000000000003,2.644,2.5860000000000003,1,1435.25,1454.05,1457.2,1433.25,0,813.35,828.0,828.75,809.4,0,1100,80.656,80.595,80.715,80.455,13680,1,23.98,24.120001,23.690001,24.110001,23.367239,27970100,39.080002,39.279999,39.02,39.119999,39.119999,2955100 +2014-06-16,122.879997,123.010002,122.300003,122.419998,122.419998,5832800,193.889999,194.699997,193.660004,194.289993,176.73641999999995,87424000,16765.56055,16802.14063,16722.85938,16781.00977,16781.00977,77900000,32.200001,32.25,31.6,31.799999,31.494125,635300,1.3575,1.3535,1.358,1.3514,1,112.94,112.73,113.28,112.33,175900,0,106.62,106.93,107.59,106.62,0,42204,41999,42497,41999,18780,1,2.597,2.602,2.613,2.577,0,1438.85,1443.55,1445.5,1435.2,0,810.1,813.75,813.75,811.9,0,0,80.468,80.64,80.71,80.505,1330,0,24.200001,24.27,23.92,23.98,23.241241,26461100,39.189999,39.259997999999996,39.119999,39.169998,39.169998,1819600 +2014-06-17,121.849998,122.5,121.82,122.279999,122.279999,4032800,194.020004,194.970001,193.809998,194.830002,177.227646,84834000,16779.21094,16823.55078,16732.91016,16808.49023,16808.49023,63530000,31.4,32.099998,31.299999,31.75,31.444609000000003,459800,1.3546,1.3574,1.3588,1.3536,0,113.45,112.97,113.8,112.16,240520,1,106.62,106.62,107.21,106.04,1,42374,42097,42448,41766,19890,1,2.653,2.6010000000000004,2.657,2.588,1,1440.0,1438.8,1444.7,1426.6,1,817.45,811.75,811.85,811.75,1,1125,80.71600000000002,80.555,80.76,80.485,10820,1,23.76,24.16,23.68,24.120001,23.37693,18753900,39.130001,39.34,38.98,38.990002000000004,38.990002000000004,2166500 +2014-06-18,122.220001,122.800003,122.089996,122.669998,122.669998,4601700,194.830002,196.369995,194.399994,196.259995,178.52844199999996,105267000,16806.11914,16911.41016,16755.28906,16906.61914,16906.61914,73720000,31.700001,32.75,31.549999,32.700001,32.385471,618100,1.3596,1.3546,1.3599,1.354,1,114.26,113.46,114.54,113.05,240750,1,106.15,106.73,107.1,105.93,0,42398,42252,42570,42128,15970,1,2.59,2.659,2.66,2.5860000000000003,0,1454.5,1440.0,1463.9,1438.6,1,823.65,826.25,830.0,826.25,1,1125,80.67,80.7,80.97,80.47,20250,0,24.1,24.780001,24.030001,24.76,23.997215,37017800,39.16,39.200001,38.860001000000004,39.009997999999996,39.009997999999996,2240300 +2014-06-19,124.330002,127.230003,124.32,126.940002,126.940002,24374800,196.429993,196.600006,195.800003,196.479996,178.728561,85929000,16909.90039,16923.42969,16858.88086,16921.46094,16921.46094,80220000,33.299999,35.650002,33.200001,35.599998,35.257572,2489900,1.3609,1.3596,1.3643,1.3582,1,115.06,114.22,115.71,114.15,250240,1,106.6,106.51,107.1,105.72,1,44311,42350,44539,42350,34420,1,2.6210000000000004,2.59,2.6460000000000004,2.565,1,1469.05,1454.6,1475.3,1452.65,1,839.35,826.85,835.0,826.85,1,1125,80.396,80.47,80.52,80.24,25780,0,25.17,26.1,25.139999,26.09,25.286238,79263400,38.900002,39.240002000000004,38.779999,39.130001,39.130001,2359800 +2014-06-20,126.32,127.07,126.209999,126.5,126.5,9954700,196.029999,196.100006,195.699997,195.940002,179.091171,100587000,16920.61914,16978.01953,16920.61914,16947.08008,16947.08008,247350000,35.349998,35.900002,35.049999,35.450001,35.109024,1259700,1.3599,1.3607,1.3634,1.3563,0,114.81,114.92,115.11,114.43,198840,0,107.26,106.6,107.73,106.33,1,44570,44413,44840,43981,29900,1,2.608,2.622,2.659,2.6060000000000003,0,1458.4,1469.35,1471.05,1452.05,0,822.95,822.0,822.0,822.0,0,1125,80.441,80.37,80.575,80.28,13790,1,25.889999,26.059999,25.629999,25.82,25.024557,39255700,39.27,39.439999,39.200001,39.32,39.32,2688000 +2014-06-23,126.650002,126.940002,126.370003,126.849998,126.849998,5142800,195.990005,196.050003,195.520004,195.880005,179.036316,70611000,16946.5,16954.26953,16896.08984,16937.25977,16937.25977,63640000,35.450001,36.400002,35.150002,36.200001,35.85180300000001,605200,1.3605,1.3596,1.3615,1.3575,1,114.12,114.99,115.66,113.86,220720,0,106.03,107.44,107.47,105.94,0,44445,44400,44629,44240,16940,0,2.6260000000000003,2.612,2.63,2.59,1,1454.1,1457.25,1459.3,1442.25,0,823.6,814.0,814.0,814.0,1,0,80.33800000000002,80.445,80.465,80.315,9910,0,25.879999,26.309999,25.719999,26.27,25.460695,29849300,39.290001000000004,39.310001,39.07,39.16,39.16,2178300 +2014-06-24,127.220001,127.32,126.730003,126.980003,126.980003,6350200,195.529999,196.5,194.479996,194.699997,177.95777900000004,96237000,16934.61914,16969.69922,16805.23047,16818.13086,16818.13086,80220000,36.450001,36.549999,34.650002,34.700001,34.366238,914200,1.3605,1.3603,1.3628,1.3582,1,114.46,113.9,114.83,113.55,230490,1,105.93,106.04,106.48,105.27,0,44494,44311,44970,44216,21650,1,2.577,2.619,2.6210000000000004,2.575,0,1471.55,1454.05,1476.45,1452.75,1,831.8,827.5,832.3,827.5,1,1115,80.393,80.355,80.505,80.255,15470,1,26.389999,26.530001,25.469999,25.469999,24.685339000000006,47793000,39.09,39.25,38.990002000000004,39.09,39.09,1909600 +2014-06-25,126.779999,127.550003,126.660004,126.989998,126.989998,6692300,194.289993,195.779999,194.25,195.580002,178.76216100000005,82782000,16817.67969,16883.53906,16799.41016,16867.50977,16867.50977,73920000,34.700001,35.900002,34.549999,35.200001,34.861427,784100,1.3630000000000002,1.3607,1.3652,1.3599,1,114.0,114.31,114.65,113.23,211910,0,106.81,106.22,107.58,105.55,1,44653,44384,44820,44114,20190,1,2.5610000000000004,2.577,2.588,2.529,0,1469.8,1471.7,1478.05,1456.25,0,834.25,829.05,833.5,828.55,1,1115,80.265,80.385,80.41,80.14,27800,0,25.469999,25.969999,25.450001,25.76,24.966406,26661400,39.119999,39.32,38.889998999999996,39.290001000000004,39.290001000000004,2059500 +2014-06-26,126.529999,126.919998,126.199997,126.730003,126.730003,5529800,195.610001,195.630005,194.130005,195.440002,178.634155,84312000,16866.81055,16872.51953,16746.08984,16846.13086,16846.13086,63650000,34.950001,35.75,34.900002,35.650002,35.307098,566900,1.3611,1.3628,1.3641,1.3575,0,113.21,114.24,114.29,113.0,180860,0,105.66,106.77,106.87,105.09,0,44636,44565,44776,44173,20550,0,2.532,2.5610000000000004,2.568,2.516,0,1470.85,1469.55,1472.85,1462.5,1,835.8,832.45,838.4,827.5,1,1115,80.279,80.255,80.44,80.19,19950,1,25.58,25.99,25.43,25.950001,25.150555,24494300,39.139998999999996,39.139998999999996,38.740002000000004,38.970001,38.970001,2015600 +2014-06-27,126.879997,127.169998,126.650002,126.660004,126.660004,4200300,194.979996,195.880005,194.889999,195.820007,178.981506,71445100,16846.90039,16862.73047,16773.83984,16851.83984,16851.83984,137690000,36.049999,38.150002,36.0,37.799999,37.436413,1699300,1.3649,1.3611,1.3652,1.3609,1,113.3,113.07,113.71,112.9,135710,1,105.75,105.73,106.28,105.42,1,44529,44758,44839,44422,17290,0,2.536,2.527,2.536,2.507,1,1480.4,1470.65,1487.7,1470.65,1,843.25,840.0,840.0,840.0,1,1115,80.086,80.255,80.27,80.06,16750,0,25.940001,26.15,25.709999,25.98,25.179626000000006,18777600,39.099998,39.139998999999996,38.849998,38.98,38.98,1627400 +2014-06-30,126.529999,128.03999299999998,126.370003,128.03999299999998,128.03999299999998,18123400,195.699997,196.169998,195.529999,195.720001,178.89009099999996,70201200,16852.49023,16871.26953,16801.93945,16826.59961,16826.59961,90360000,37.400002,38.450001,36.799999,38.200001,37.832569,984100,1.3692,1.3646,1.3698,1.3639,1,112.36,113.3,113.3,112.16,221840,0,105.53,105.72,105.79,104.69,0,44114,44470,44470,43922,14880,0,2.532,2.529,2.548,2.514,1,1486.9,1478.0,1491.55,1476.25,1,843.55,852.75,853.7,838.7,1,0,79.811,80.075,80.125,79.8,24940,0,25.780001,26.530001,25.65,26.450001,25.635151,35173700,38.939999,38.970001,38.59,38.880001,38.880001,1829500 +2014-07-01,127.989998,128.119995,127.489998,127.699997,127.699997,8145900,196.199997,197.630005,196.130005,197.029999,180.087402,90470000,16828.5293,16998.69922,16828.5293,16956.07031,16956.07031,74050000,38.349998,38.900002,37.299999,37.349998,36.990742,644400,1.3679,1.3692,1.3701,1.3675,0,112.29,112.5,112.83,111.85,229190,0,105.22,105.47,106.12,104.63,0,44298,44315,44768,44236,3130,1,2.567,2.53,2.57,2.521,1,1505.15,1486.95,1515.7,1483.65,1,854.6,844.2,855.8,843.45,1,1125,79.845,79.84,79.895,79.77,18400,1,26.5,26.65,26.15,26.24,25.43162,37682400,39.02,39.119999,38.57,38.860001000000004,38.860001000000004,2373700 +2014-07-02,127.760002,128.240005,127.639999,127.699997,127.699997,5738900,197.050003,197.479996,196.960007,197.229996,180.270218,52475000,16949.71094,16986.63086,16949.71094,16976.24023,16976.24023,57840000,37.5,38.349998,37.450001,38.099998,37.733528,554000,1.366,1.3679,1.3684,1.3642,0,111.24,112.19,112.42,110.92,269760,0,104.22,105.24,105.56,104.13,0,44715,44356,44900,44000,650,1,2.628,2.568,2.63,2.548,1,1507.7,1505.05,1522.95,1501.25,1,857.4,854.3,862.85,850.2,1,1125,79.985,79.86,80.025,79.835,15150,1,26.209999,26.690001,26.209999,26.48,25.664223,47776900,38.639998999999996,38.91,38.389998999999996,38.400002,38.400002,2655400 +2014-07-03,126.790001,127.290001,126.610001,127.160004,127.160004,4922500,197.789993,198.289993,197.639999,198.199997,181.15683,52938800,16979.0,17074.65039,16979.0,17068.25977,17068.25977,66800000,37.450001,37.700001,37.200001,37.650002,37.287861,482300,1.3611,1.3659,1.3665,1.3596,0,111.0,111.0,111.17,110.53,218980,0,104.02,104.36,104.38,103.76,0,44291,44187,44599,44121,140,0,2.641,2.625,2.692,2.615,1,1500.05,1507.75,1511.0,1494.7,0,861.9,857.4,867.45,849.1,1,1125,80.281,79.99,80.6,79.975,23380,1,26.200001,26.5,25.940001,26.5,25.683611,24026700,38.389998999999996,38.400002,38.240002000000004,38.25,38.25,1447500 +2014-07-07,126.629997,127.029999,126.230003,127.019997,127.019997,4630200,197.820007,197.979996,197.220001,197.509995,180.526169,61696000,17063.83008,17063.83008,16992.44922,17024.21094,17024.21094,61480000,37.450001,37.650002,36.75,36.799999,36.446033,769700,1.3605,1.3596,1.3611,1.3575,1,110.24,110.65,110.92,109.88,152510,0,103.38,104.12,104.16,103.25,0,44780,44950,44950,44576,12320,0,2.614,2.656,2.661,2.608,0,1498.2,1505.25,1507.45,1492.55,0,868.95,859.05,869.6,861.65,1,1125,80.267,80.33,80.405,80.24,11010,0,26.200001,26.27,26.0,26.040001,25.237778,27758400,38.27,38.290001000000004,38.049999,38.169998,38.169998,1428400 +2014-07-08,127.290001,127.529999,126.43,127.07,127.07,6216600,197.149994,197.220001,195.759995,196.240005,179.365341,108143000,17022.08984,17022.08984,16874.78906,16906.61914,16906.61914,75250000,37.150002,37.650002,36.549999,37.599998,37.238335,778300,1.3613,1.3605,1.3619,1.3588,1,108.94,110.0,110.16,108.69,232730,0,103.47,103.5,104.31,103.12,1,44823,44792,45127,44661,16090,1,2.559,2.616,2.6210000000000004,2.5540000000000003,0,1502.3,1498.25,1509.3,1493.95,1,872.9,869.75,876.0,866.05,1,1125,80.221,80.265,80.345,80.19,7890,0,26.32,26.469999,25.889999,26.459999,25.64484,39251800,38.259997999999996,38.419998,37.98,38.18,38.18,2418100 +2014-07-09,127.540001,128.259995,127.18,127.839996,127.839996,8362700,196.729996,197.300003,196.309998,197.119995,180.169693,72992000,16916.83008,16998.94922,16913.81055,16985.60938,16985.60938,67120000,37.799999,39.799999,37.650002,39.549999,39.169579,1319300,1.3645,1.3613,1.3648,1.3601,1,108.28,108.97,109.0,108.12,173180,0,101.95,103.53,103.68,101.93,0,44787,44895,45096,44735,11600,0,2.556,2.559,2.603,2.543,0,1510.0,1502.15,1513.65,1499.95,1,872.7,872.75,876.0,870.5,0,1125,80.042,80.195,80.275,80.025,18690,0,26.620001,27.24,26.59,27.15,26.313583,45722200,37.889998999999996,37.91,37.619999,37.689999,37.689999,5838100 +2014-07-10,129.110001,129.21000700000002,128.490005,128.53999299999998,128.53999299999998,6313300,195.220001,196.860001,195.059998,196.339996,179.456741,99040000,16980.34961,16980.34961,16805.38086,16915.07031,16915.07031,67510000,40.099998,40.5,37.700001,37.950001,37.584976,1392800,1.361,1.3644,1.3651,1.3589,0,108.67,108.15,108.88,107.76,152470,1,102.87,102.0,103.06,101.6,1,46242,44900,46395,44840,31730,1,2.5380000000000003,2.5580000000000003,2.5580000000000003,2.494,0,1516.2,1510.35,1523.65,1509.9,1,873.05,876.6,877.15,876.6,1,1155,80.17,80.055,80.245,80.02,13260,1,27.610001,27.780001,26.59,26.610001,25.790222,56464800,37.630001,37.990002000000004,37.59,37.900002,37.900002,3672300 +2014-07-11,128.410004,128.830002,128.380005,128.779999,128.779999,4322100,196.220001,196.75,195.779999,196.610001,179.703598,64243000,16918.31055,16949.46094,16860.30078,16943.81055,16943.81055,61000000,38.200001,38.75,37.700001,38.599998,38.228722,779600,1.3609,1.3609,1.3625,1.3591,0,106.66,108.58,108.74,106.27,171040,0,100.53,102.98,103.04,100.56,0,46068,46400,46400,45921,12100,0,2.516,2.536,2.547,2.505,0,1515.65,1516.0,1517.55,1507.75,0,875.3,872.6,875.8,865.0,1,1155,80.229,80.185,80.28,80.07,11980,1,26.74,27.379999,26.700001,27.32,26.478346,44288000,37.57,37.650002,37.040001000000004,37.16,37.16,4947100 +2014-07-14,125.5,126.099998,125.449997,125.720001,125.720001,11465500,197.610001,197.860001,197.440002,197.600006,180.608429,58658000,16950.92969,17088.42969,16950.92969,17055.41992,17055.41992,60570000,37.349998,37.950001,36.849998,37.349998,36.990742,828400,1.362,1.3602,1.364,1.3597,1,106.98,106.42,107.5,106.21,99200,1,101.02,100.53,101.27,100.29,1,44912,45851,45851,44885,22790,0,2.547,2.525,2.55,2.518,1,1499.55,1515.65,1515.7,1492.15,0,872.0,874.2,874.85,867.15,0,1170,80.23,80.22,80.285,80.12,8430,0,26.52,26.93,26.43,26.6,25.780529,50884100,37.060001,37.349998,36.959998999999996,37.32,37.32,6182100 +2014-07-15,125.889999,126.32,124.360001,124.529999,124.529999,10541700,197.720001,198.100006,196.360001,197.229996,180.270218,111307000,17055.0293,17120.33984,17006.39063,17060.67969,17060.67969,101730000,37.349998,37.599998,35.650002,35.900002,35.554695,974500,1.3572,1.362,1.3628,1.3561,0,106.02,106.81,106.9,104.39,63860,0,100.19,100.99,101.12,99.07,0,44854,45098,45271,44601,19660,0,2.552,2.547,2.57,2.52,1,1488.05,1499.65,1503.1,1482.65,0,868.55,872.2,876.0,862.9,0,1170,80.446,80.21,80.47,80.175,26230,1,26.690001,26.889999,25.75,25.780001,24.985792,57239800,36.84,36.939999,36.580002,36.880001,36.880001,4427000 +2014-07-16,125.019997,125.470001,124.779999,124.970001,124.970001,4099800,198.110001,198.259995,197.419998,197.960007,180.937454,79986400,17061.91016,17139.34961,17061.91016,17138.19922,17138.19922,111500000,36.049999,36.799999,35.849998,36.349998,36.000362,739500,1.3525,1.3567,1.3575,1.3519,0,105.85,105.9,106.58,105.72,11520,0,101.52,100.24,101.63,100.1,1,44577,44729,44787,44371,17560,0,2.53,2.547,2.569,2.527,0,1487.95,1487.8,1491.85,1481.15,0,876.75,867.9,877.2,867.0,1,1170,80.625,80.42,80.655,80.42,16340,1,25.99,26.469999,25.959999,26.280001,25.470387,35829100,37.080002,37.389998999999996,37.07,37.310001,37.310001,4183900 +2014-07-17,125.519997,127.550003,125.110001,127.089996,127.089996,11423900,197.350006,198.100006,195.429993,195.710007,178.880951,145398000,17133.44922,17151.56055,16966.18945,16976.81055,16976.81055,99240000,36.799999,38.599998,36.549999,37.75,37.386898,1151700,1.3527,1.3525,1.3541,1.3516,1,107.89,107.13,108.6,106.8,296510,1,103.75,101.53,103.94,101.31,1,45579,44700,45838,44642,23040,1,2.442,2.525,2.527,2.441,0,1505.45,1488.0,1509.25,1487.85,1,885.1,875.35,890.0,874.7,1,1185,80.57,80.595,80.665,80.54,13440,0,26.4,27.059999,26.34,26.99,26.158512,49433900,37.84,37.91,37.48,37.830002,37.830002,6476600 +2014-07-18,125.790001,126.209999,125.669998,126.129997,126.129997,6460900,196.350006,197.910004,196.240005,197.710007,180.708939,124330000,16978.16016,17113.50977,16977.51953,17100.17969,17100.17969,112530000,37.150002,37.849998,37.0,37.700001,37.337376,634900,1.3525,1.3525,1.3535,1.3491,0,107.24,108.5,108.62,106.94,210880,0,102.94,103.84,104.06,102.7,0,44931,45551,45571,44761,16320,0,2.482,2.451,2.502,2.448,1,1492.7,1506.1,1506.6,1488.0,0,881.5,883.35,887.55,870.1,0,1185,80.595,80.605,80.755,80.545,20980,1,26.68,26.969999,26.459999,26.940001,26.110054,29638500,37.790001000000004,37.900002,37.669998,37.720001,37.720001,3368400 +2014-07-21,126.529999,126.550003,126.110001,126.339996,126.339996,3296300,197.089996,197.5,196.429993,197.339996,180.370758,67592000,17095.10938,17095.10938,16974.33984,17051.73047,17051.73047,67590000,38.0,38.200001,37.200001,37.700001,37.337376,564800,1.3523,1.3527,1.355,1.3512,0,107.68,107.15,107.87,106.79,211700,1,104.66,103.09,105.11,102.78,1,45174,45011,45535,44975,14570,1,2.469,2.482,2.491,2.448,0,1490.8,1493.65,1500.85,1488.2,0,877.15,881.9,886.5,876.05,0,1200,80.627,80.58,80.665,80.49,11520,1,27.049999,27.059999,26.51,26.9,26.071283,20045600,37.84,38.16,37.77,38.099998,38.099998,3468600 +2014-07-22,126.330002,126.43,125.470001,125.739998,125.739998,3882000,198.009995,198.559998,197.869995,198.199997,181.15683,67678000,17054.9707,17133.42969,17040.13086,17113.53906,17113.53906,77960000,37.599998,37.849998,37.049999,37.200001,36.84219,455600,1.3466,1.3525,1.3531,1.346,0,107.33,107.8,108.4,106.83,183100,0,104.42,104.58,105.25,103.89,0,45097,45001,45300,44734,20020,0,2.466,2.4730000000000003,2.505,2.46,0,1489.4,1490.55,1494.45,1484.35,0,874.85,876.0,877.55,866.5,0,1200,80.865,80.64,80.925,80.61,31960,1,26.799999,26.9,26.52,26.59,25.770838,24406300,38.07,38.07,37.860001000000004,37.950001,37.950001,1485900 +2014-07-23,125.720001,126.040001,125.400002,125.620003,125.620003,3041400,198.5,198.850006,198.100006,198.639999,181.55899,65612000,17117.00977,17121.05078,17058.05078,17086.63086,17086.63086,73440000,37.349998,37.700001,37.099998,37.599998,37.238335,775700,1.3465,1.3465,1.3475,1.3454,0,108.03,106.87,108.25,106.87,207150,1,103.25,102.01,103.39,101.84,0,44928,45100,45166,44878,11260,0,2.469,2.467,2.478,2.449,1,1484.6,1489.5,1493.15,1483.75,0,874.3,872.5,878.9,871.55,0,1225,80.915,80.87,80.92,80.805,14120,1,26.58,26.860001,26.469999,26.49,25.673916,20042200,38.049999,38.299999,37.990002000000004,38.16,38.16,2257500 +2014-07-24,124.849998,124.870003,123.900002,124.349998,124.349998,8111600,198.830002,199.059998,198.449997,198.649994,181.5681,56888000,17092.01953,17119.83008,17061.07031,17083.80078,17083.80078,66390000,37.200001,37.5,36.799999,37.25,36.891705,747500,1.3464,1.3463,1.3485,1.3437,0,107.07,108.15,108.21,106.83,179570,0,102.02,103.27,103.38,101.95,0,43786,44700,44950,43728,23590,0,2.502,2.469,2.522,2.458,1,1473.1,1484.65,1486.15,1466.75,0,870.95,872.1,875.45,867.8,0,1240,80.962,80.89,80.985,80.815,17430,1,26.309999,26.33,25.950001,26.08,25.276546,32711300,38.18,38.209998999999996,37.759997999999996,37.82,37.82,2746500 +2014-07-25,124.480003,125.93,124.43,125.790001,125.790001,5638800,198.089996,198.259995,197.330002,197.720001,180.718124,76837000,17079.5,17082.33008,16915.65039,16960.57031,16960.57031,67290000,37.150002,39.0,37.049999,38.950001,38.575356,812100,1.3432,1.3466,1.3478,1.3422,0,108.39,107.2,108.46,106.73,253170,1,101.91,102.12,102.61,101.08,0,44281,43964,44337,43875,14820,1,2.467,2.503,2.52,2.464,0,1481.2,1473.15,1481.65,1470.45,1,878.8,884.3,884.3,884.3,1,1240,81.125,80.945,81.2,80.9,24570,1,26.1,26.83,26.040001,26.82,25.99375,37295300,37.509997999999996,38.0,37.419998,37.77,37.77,2727700 +2014-07-28,125.440002,125.669998,125.300003,125.580002,125.580002,3212900,197.759995,198.089996,196.619995,197.800003,180.791229,69259000,16956.91016,17001.38086,16877.7207,16982.58984,16982.58984,66190000,38.799999,38.900002,38.099998,38.450001,38.080162,612300,1.3441,1.3432,1.3445,1.3426,1,107.57,108.3,108.38,107.01,139520,0,101.62,101.96,102.19,100.99,0,44172,44390,44534,44065,13650,0,2.487,2.471,2.496,2.466,1,1491.25,1480.55,1494.45,1479.55,1,880.75,881.05,889.9,877.75,1,1250,81.122,81.15,81.16,81.065,11560,0,26.639999,27.0,26.57,26.99,26.158512,16168400,37.52,37.810001,37.389998999999996,37.639998999999996,37.639998999999996,2189500 +2014-07-29,125.790001,125.879997,124.720001,125.199997,125.199997,5267700,198.169998,198.449997,196.919998,196.949997,180.014328,80466000,16984.33008,17056.46094,16912.10938,16912.10938,16912.10938,75980000,38.700001,38.849998,37.950001,38.200001,37.832569,342400,1.341,1.344,1.3445,1.3403,0,107.72,107.46,108.05,107.13,176640,1,100.97,101.69,101.92,100.47,0,44269,44330,44650,44140,10620,1,2.462,2.491,2.498,2.451,0,1484.65,1491.05,1492.9,1481.25,0,878.3,880.75,886.8,878.1,0,1270,81.315,81.09,81.34,81.085,15270,1,27.030001,27.120001,26.66,26.76,25.935596,22239100,37.279999,37.52,37.200001,37.389998999999996,37.389998999999996,2709200 +2014-07-30,124.889999,124.93,124.410004,124.830002,124.830002,5614800,197.649994,197.910004,196.160004,196.979996,180.04174799999996,104222000,16920.10938,16983.93945,16817.16016,16880.35938,16880.35938,77750000,38.0,38.049999,37.150002,37.799999,37.436413,532600,1.3397,1.3409,1.3416,1.3366,0,106.51,107.5,107.86,105.84,218390,0,99.45,101.07,101.71,99.46,0,44480,44336,44533,44076,12700,1,2.56,2.46,2.569,2.458,1,1481.9,1484.6,1487.85,1478.7,0,880.15,879.0,883.25,877.1,1,1270,81.516,81.29,81.645,81.28,29800,1,26.65,26.66,26.200001,26.469999,25.65453,32753900,37.59,37.68,36.849998,36.919998,36.919998,5005500 +2014-07-31,123.849998,124.07,123.230003,123.389999,123.389999,9896500,195.610001,195.779999,192.970001,193.089996,176.486221,183479000,16869.63086,16869.63086,16563.30078,16563.30078,16563.30078,101670000,37.349998,37.900002,36.950001,37.099998,36.743145,697300,1.3389,1.3396,1.3401,1.3371,0,106.02,106.06,106.59,105.41,234550,0,97.64,99.51,99.89,97.64,0,44399,44355,44800,44272,17740,0,2.562,2.5580000000000003,2.614,2.5380000000000003,1,1464.9,1482.05,1482.4,1462.65,0,873.7,881.45,883.45,870.05,0,1285,81.523,81.5,81.66,81.465,24110,1,26.219999,26.309999,25.84,25.91,25.111784,33849300,36.889998999999996,36.950001,36.27,36.32,36.32,4778500 +2014-08-01,124.540001,124.809998,124.230003,124.379997,124.379997,7397000,192.559998,193.759995,191.570007,192.5,175.946991,189261000,16561.69922,16584.75,16437.07031,16493.36914,16493.36914,84860000,38.450001,40.0,38.400002,39.549999,39.169579,1215500,1.3430000000000002,1.3392,1.3445,1.3378,1,104.84,105.6,106.12,104.39,216360,0,97.59,97.73,98.13,97.12,0,44427,44393,44750,44309,16710,1,2.494,2.562,2.591,2.482,0,1465.75,1464.5,1469.6,1457.1,1,864.55,873.7,876.0,861.6,0,1285,81.377,81.53,81.615,81.265,33880,0,26.219999,27.52,25.93,26.200001,25.392851,30954500,36.119999,36.299999,35.98,36.189999,36.189999,4284100 +2014-08-04,124.360001,124.470001,123.730003,123.989998,123.989998,6499400,192.869995,194.300003,192.050003,193.889999,177.217468,91340000,16493.7207,16596.2207,16447.19922,16569.2793,16569.2793,76260000,39.599998,39.700001,37.799999,38.099998,37.733528,674900,1.3422,1.3427,1.3434,1.3408,0,105.41,104.82,105.71,104.52,207790,1,98.4,97.71,98.71,97.47,1,44121,44427,44640,44088,12280,0,2.485,2.502,2.513,2.471,0,1466.65,1465.7,1471.85,1461.3,1,855.1,864.55,870.75,853.45,0,1310,81.405,81.395,81.46,81.36,11580,1,26.139999,26.26,25.73,25.950001,25.150555,24726000,36.200001,36.560001,36.189999,36.48,36.48,2421600 +2014-08-05,123.739998,124.519997,123.400002,123.870003,123.870003,8342500,193.100006,193.600006,191.309998,192.009995,175.499084,152690000,16559.9707,16559.9707,16369.54981,16429.4707,16429.4707,76630000,38.400002,39.5,38.200001,39.400002,39.021027,723100,1.3376,1.3422,1.3425,1.3358,0,104.61,105.5,105.65,104.07,209180,0,97.58,98.42,98.69,97.02,0,43381,44005,44150,43266,19540,0,2.489,2.487,2.525,2.4730000000000003,1,1459.85,1466.45,1469.65,1451.2,0,849.25,840.15,840.15,840.15,0,1310,81.611,81.4,81.705,81.37,24500,1,25.85,26.219999,25.59,26.1,25.295931,25597200,36.330002,36.349998,35.950001,36.16,36.16,3289700 +2014-08-06,125.709999,126.0,125.519997,125.669998,125.669998,9327800,191.110001,192.889999,191.080002,192.070007,175.553925,94818000,16425.09961,16490.69922,16372.32031,16443.33984,16443.33984,78600000,40.049999,41.0,40.049999,40.75,40.35804,881100,1.3382,1.3377,1.3388,1.3333,1,104.59,104.88,105.44,104.54,204920,0,96.84,97.66,98.16,96.72,0,43920,43498,44183,43492,18680,1,2.469,2.487,2.489,2.4330000000000003,0,1467.3,1459.3,1467.35,1451.75,1,849.4,844.7,844.7,844.7,1,1325,81.507,81.615,81.775,81.465,27740,0,26.530001,26.790001,26.48,26.690001,25.867754,38162200,36.240002000000004,36.349998,35.830002,35.950001,35.950001,5175700 +2014-08-07,125.470001,126.510002,125.370003,126.18,126.18,7298900,192.940002,193.130005,190.550003,191.029999,174.603363,135733000,16448.28906,16504.34961,16333.78027,16368.26953,16368.26953,80430000,40.650002,41.400002,40.25,41.099998,40.70467,785700,1.3363,1.3384,1.3394,1.3337,0,105.44,104.64,105.92,104.16,189820,1,97.63,96.92,97.75,96.58,1,43814,43966,44125,43628,15660,0,2.4090000000000003,2.471,2.482,2.408,0,1478.3,1467.45,1482.25,1466.45,1,856.05,850.6,860.8,847.0,1,1325,81.605,81.5,81.72,81.45,27730,1,26.57,26.889999,26.379999,26.76,25.935596,17953800,35.970001,36.209998999999996,35.82,36.16,36.16,2356700 +2014-08-08,126.080002,126.410004,125.889999,126.190002,126.190002,5728200,191.460007,193.369995,190.949997,193.240005,176.623322,117014000,16369.67969,16556.58984,16364.21973,16553.92969,16553.92969,82420000,41.049999,42.049999,40.700001,41.0,40.605637,699400,1.3411,1.3363,1.3433,1.3343,1,105.02,105.67,106.85,104.67,203740,0,97.41,97.8,98.61,97.31,0,43580,44100,44308,43472,18640,0,2.422,2.42,2.426,2.349,1,1477.45,1478.35,1488.5,1475.3,0,860.5,856.45,864.4,854.6,1,1335,81.454,81.625,81.67,81.315,27750,0,26.809999,27.08,26.629999,26.780001,25.954983,13860400,36.220001,36.259997999999996,35.98,36.119999,36.119999,2253900 +2014-08-11,125.839996,126.040001,125.639999,125.959999,125.959999,3163500,193.970001,194.660004,193.710007,193.800003,177.135208,74544000,16557.26953,16627.99023,16557.26953,16569.98047,16569.98047,65560000,40.799999,41.099998,40.099998,40.5,40.110443,657900,1.3386,1.3401,1.3415,1.3378,0,104.68,105.0,105.43,104.35,143610,0,97.84,97.62,98.66,97.46,1,43847,43515,43908,43414,9870,1,2.4290000000000003,2.431,2.44,2.411,0,1472.85,1475.45,1477.3,1470.45,0,874.7,863.4,876.55,857.6,1,1355,81.535,81.47,81.55,81.465,8320,1,26.65,26.969999,26.639999,26.969999,26.13913,13519500,36.23,36.459998999999996,36.189999,36.220001,36.220001,1886200 +2014-08-12,126.419998,126.809998,125.870003,125.989998,125.989998,4609700,193.610001,194.149994,192.940002,193.529999,176.888382,73632000,16565.55078,16589.31055,16518.06055,16560.53906,16560.53906,62770000,40.849998,42.450001,40.75,42.400002,41.992176,1103000,1.3369,1.3386,1.3386,1.3335,0,103.02,104.5,104.61,102.65,139910,0,97.19,97.89,97.99,96.86,0,43712,43719,44050,43555,13630,0,2.449,2.431,2.451,2.415,1,1470.75,1472.85,1477.65,1467.55,0,878.0,875.6,884.05,872.9,1,1370,81.555,81.535,81.745,81.53,15290,1,27.120001,27.57,27.07,27.43,26.584957,31400400,35.959998999999996,36.130001,35.810001,35.990002000000004,35.990002000000004,2885500 +2014-08-13,126.349998,126.529999,125.900002,126.199997,126.199997,3967500,194.289993,195.059998,193.960007,194.839996,178.085739,69047000,16567.53906,16670.28906,16567.53906,16651.80078,16651.80078,66020000,42.5,42.849998,41.950001,42.549999,42.185497,822100,1.3365,1.3369,1.3415,1.3342,0,104.28,102.84,104.35,102.37,99100,1,97.36,97.32,97.9,96.87,1,43317,43719,43875,43091,18630,0,2.42,2.458,2.471,2.408,0,1470.35,1470.35,1477.15,1463.85,0,881.6,878.3,882.95,875.0,1,1425,81.657,81.575,81.735,81.415,21240,1,27.459999,27.629999,27.27,27.4,26.555882,16989400,36.040001000000004,36.169998,35.779999,36.02,36.02,2443700 +2014-08-14,126.239998,126.529999,126.129997,126.309998,126.309998,3348500,195.160004,195.759995,194.979996,195.759995,178.926605,57371000,16657.32031,16714.2207,16651.66992,16713.58008,16713.58008,62370000,42.5,43.0,41.5,41.849998,41.491497,802900,1.3365,1.3365,1.3409,1.3348,1,102.01,104.06,104.33,101.92,18570,0,95.51,97.31,97.6,95.27,0,43263,43429,43500,43070,15870,0,2.403,2.43,2.442,2.391,0,1468.55,1470.25,1474.85,1465.4,0,886.15,880.85,887.25,877.65,1,1450,81.64699999999998,81.665,81.76,81.45,18880,0,27.4,27.58,26.969999,27.129999,26.294201,27201700,35.84,35.860001000000004,35.040001000000004,35.110001000000004,35.110001000000004,7901200 +2014-08-18,124.779999,125.080002,124.650002,124.959999,124.959999,4952500,196.800003,197.449997,196.690002,197.360001,180.389069,75424000,16664.44922,16840.2793,16664.44922,16838.74023,16838.74023,75670000,41.099998,41.549999,40.900002,41.299999,40.946209,430600,1.3363,1.3393,1.34,1.3352,0,101.6,103.21,103.3,101.11,181100,0,96.61,97.21,97.27,95.92,0,42667,43050,43050,42507,11050,0,2.394,2.356,2.398,2.352,1,1447.7,1457.9,1458.3,1444.45,0,895.65,896.15,903.45,892.65,1,1475,81.631,81.5,81.66,81.43,11650,1,26.690001,27.0,26.59,26.99,26.158512,16707000,35.110001000000004,35.139998999999996,34.880001,35.060001,35.060001,2778100 +2014-08-19,125.0,125.0,124.480003,124.68,124.68,4878400,197.839996,198.539993,197.440002,198.389999,181.33049,59135000,16839.06055,16929.13086,16839.06055,16919.58984,16919.58984,67220000,41.200001,41.25,40.5,41.049999,40.698349,621100,1.332,1.3363,1.3366,1.3312,0,101.56,101.62,102.07,101.07,177100,0,94.66,96.89,97.38,94.59,0,42240,42720,42775,42111,14990,0,2.403,2.396,2.407,2.361,1,1440.25,1447.55,1451.9,1437.7,0,881.6,894.0,898.0,877.5,0,1475,81.93700000000003,81.65,81.955,81.64,24220,1,26.950001,27.040001,26.639999,26.690001,25.867754,20323300,35.02,35.060001,34.580002,34.709998999999996,34.709998999999996,4028500 +2014-08-20,124.82,124.82,123.879997,124.220001,124.220001,4395600,198.119995,199.160004,198.080002,198.919998,181.814926,72763000,16910.0293,16994.89063,16896.55078,16979.13086,16979.13086,61960000,41.099998,41.549999,40.5,40.849998,40.500061,420500,1.3259999999999998,1.3321,1.3327,1.3255,0,102.28,101.5,102.37,101.44,166190,1,96.07,94.7,96.47,94.7,1,42341,42350,42494,42165,12010,1,2.428,2.401,2.446,2.398,1,1428.9,1439.75,1442.85,1425.75,0,869.35,882.95,883.85,866.4,0,1475,82.28,81.94,82.33,81.93,22180,1,26.74,26.98,26.549999,26.66,25.83868,15985200,34.880001,34.93,34.689999,34.860001000000004,34.860001000000004,3178800 +2014-08-21,122.720001,123.239998,122.449997,122.879997,122.879997,8008800,199.089996,199.759995,198.929993,199.5,182.345032,67791000,16983.88086,17074.58984,16983.88086,17039.49023,17039.49023,65160000,40.25,40.700001,39.25,39.599998,39.260769,1150900,1.3282,1.3259999999999998,1.3289,1.3242,1,102.63,102.14,102.79,101.21,179610,1,93.91,93.54,94.5,92.56,0,42080,42288,42288,41883,14520,0,2.4090000000000003,2.434,2.448,2.398,0,1422.65,1428.6,1428.95,1415.15,0,880.8,868.0,881.15,865.75,1,1415,82.208,82.29,82.42,82.16,17390,0,26.299999,26.35,25.93,26.07,25.266855,47056300,34.900002,35.259997999999996,34.869999,35.09,35.09,3888100 +2014-08-22,123.089996,123.330002,122.57,123.190002,123.190002,4739200,199.339996,199.690002,198.740005,199.190002,182.061691,76107000,17038.26953,17064.2793,16984.51953,17001.2207,17001.2207,64330000,39.700001,40.200001,39.450001,40.0,39.657345,428900,1.3243,1.3283,1.3298,1.3219999999999998,0,102.29,102.67,102.83,102.0,132510,0,93.45,94.01,94.16,93.04,0,41955,42150,42340,41780,15180,0,2.403,2.41,2.444,2.378,0,1421.85,1421.9,1426.3,1416.2,0,888.7,880.6,890.0,880.6,1,1375,82.37700000000002,82.235,82.51,82.125,31680,1,26.129999,26.23,25.870001,26.1,25.295931,15593600,34.830002,35.029999,34.700001,34.959998999999996,34.959998999999996,3906400 +2014-08-25,122.919998,123.040001,122.720001,122.739998,122.739998,5012400,200.139999,200.589996,199.149994,200.199997,182.984833,63855000,17011.81055,17124.74023,17011.81055,17076.86914,17076.86914,57400000,39.75,39.849998,39.049999,39.200001,38.864197,522700,1.3192,1.3219999999999998,1.3219999999999998,1.3184,0,102.65,102.1,102.82,101.65,82940,1,93.38,93.42,94.03,93.12,0,41921,41954,42189,41812,10820,0,2.384,2.41,2.432,2.377,0,1418.1,1418.3,1423.55,1416.1,0,891.5,888.7,892.0,882.2,1,1375,82.59299999999998,82.62,82.69,82.49,11960,1,26.02,26.02,25.610001,25.620001,24.830719,25534700,34.799999,34.959998999999996,34.740002000000004,34.869999,34.869999,3334200 +2014-08-26,123.919998,123.970001,123.279999,123.349998,123.349998,3882300,200.330002,200.820007,200.279999,200.330002,183.103683,47298000,17079.57031,17153.80078,17079.57031,17106.69922,17106.69922,50710000,39.849998,41.049999,39.650002,41.0,40.648781,654200,1.3169,1.3193,1.3216,1.3165,0,102.5,102.71,103.4,102.35,149830,0,93.83,93.47,94.46,93.46,1,41985,42003,42475,41940,16730,1,2.398,2.384,2.4,2.3680000000000003,1,1417.9,1418.1,1427.6,1414.55,0,889.1,889.35,889.35,889.35,0,1350,82.679,82.64,82.735,82.48,16420,1,26.0,26.24,25.889999,26.190001,25.383158,31613500,35.099998,35.209998999999996,34.849998,35.040001000000004,35.040001000000004,3030200 +2014-08-27,123.599998,123.709999,123.25,123.32,123.32,2576800,200.429993,200.570007,199.940002,200.25,183.030579,47874000,17111.0293,17134.59961,17090.60938,17122.00977,17122.00977,61690000,41.150002,41.150002,40.349998,40.75,40.400917,472900,1.3193,1.3168,1.3211,1.3152,1,102.72,102.42,103.07,102.05,146230,1,93.69,93.92,94.28,93.41,0,41933,42018,42150,41801,12840,0,2.361,2.393,2.394,2.357,0,1420.45,1417.85,1425.4,1417.4,1,894.7,888.25,894.9,885.3,1,1325,82.449,82.69,82.755,82.425,19540,0,26.200001,26.33,26.07,26.110001,25.305624,12577500,35.029999,35.169998,34.849998,35.029999,35.029999,2540500 +2014-08-28,124.150002,124.330002,123.809998,124.0,124.0,3296700,199.589996,200.270004,199.389999,200.139999,182.929993,58330000,17119.06055,17119.06055,17018.33008,17079.57031,17079.57031,51860000,41.349998,41.450001,40.599998,40.900002,40.549637,431800,1.3183,1.3193,1.3221,1.3159,0,102.46,102.54,103.2,102.25,184780,0,94.6,93.79,94.75,93.49,1,42405,42050,42930,42050,22120,1,2.338,2.357,2.357,2.322,0,1425.05,1420.4,1431.2,1419.55,1,897.2,893.25,899.8,893.1,1,1325,82.516,82.49,82.625,82.34,19800,1,26.41,26.49,26.27,26.459999,25.64484,18631500,35.259997999999996,35.34,35.040001000000004,35.32,35.32,2554200 +2014-08-29,123.75,124.220001,123.620003,123.860001,123.860001,3683500,200.449997,200.729996,199.820007,200.710007,183.451004,65907000,17083.41992,17110.41992,17035.38086,17098.44922,17098.44922,81500000,40.700001,41.650002,40.650002,41.400002,41.04535300000001,831500,1.3133,1.3178,1.3197,1.3131,0,103.19,102.51,103.3,102.49,169330,1,95.86,94.59,96.03,94.51,1,42255,42282,42471,42146,7180,0,2.345,2.343,2.354,2.325,1,1424.5,1425.1,1428.45,1422.75,0,908.65,897.3,909.75,895.9,1,1325,82.78299999999999,82.495,82.79,82.445,19820,1,26.370001,26.74,26.290001,26.690001,25.867754,16430600,35.580002,35.830002,35.48,35.759997999999996,35.759997999999996,3182000 +2014-09-02,121.970001,122.080002,121.43,121.650002,121.650002,10128600,200.970001,201.0,199.860001,200.610001,183.359558,72426000,17097.41992,17113.50977,17009.07031,17067.56055,17067.56055,64820000,40.5,40.549999,39.25,39.5,39.161625,1025200,1.3133,1.3130000000000002,1.3139,1.311,1,100.34,102.64,102.86,100.17,243850,0,93.28,95.85,95.95,92.72,0,41617,42079,42221,41515,460,0,2.423,2.357,2.425,2.354,1,1412.75,1424.15,1428.1,1408.3,0,882.6,908.0,912.0,882.0,0,1325,83.01,82.78,83.06,82.78,20300,1,26.16,26.200001,25.77,25.809999,25.014866,45629200,35.279999,35.41,34.599998,34.790001000000004,34.790001000000004,6031100 +2014-09-03,121.699997,122.199997,121.660004,122.150002,122.150002,3414600,201.380005,201.410004,200.220001,200.5,183.259033,57462000,17067.24023,17151.89063,17060.21094,17078.2793,17078.2793,62770000,39.450001,39.900002,39.349998,39.549999,39.211201,552700,1.3151,1.3131,1.3161,1.3122,1,102.77,100.4,103.13,100.4,233640,1,95.09,93.31,95.87,93.09,1,41793,41689,42500,41430,270,1,2.398,2.419,2.467,2.396,0,1412.9,1412.65,1414.5,1404.45,1,875.35,883.65,883.65,869.95,0,1315,82.88799999999998,83.005,83.075,82.86,17190,0,25.91,26.0,25.76,25.780001,24.985792,18809800,35.130001,35.759997999999996,35.009997999999996,35.549999,35.549999,4412000 +2014-09-04,122.480003,122.660004,121.25,121.480003,121.480003,7310600,200.839996,201.580002,199.660004,200.210007,182.993973,85236000,17083.60938,17161.55078,17030.11914,17069.58008,17069.58008,68120000,39.849998,39.900002,37.5,37.700001,37.377045,688100,1.2945,1.3147,1.3155,1.2919,0,101.83,102.41,102.95,101.7,218440,0,94.56,95.13,95.45,94.22,0,41485,41919,41990,41380,90,0,2.4530000000000003,2.403,2.457,2.382,1,1403.7,1412.5,1416.95,1403.6,0,890.4,877.75,888.9,877.75,1,1315,83.834,82.89,83.895,82.865,42980,1,25.9,25.969999,24.799999,24.879999,24.113516,48013800,35.380001,35.549999,35.139998999999996,35.299999,35.299999,3533500 +2014-09-05,121.830002,122.059998,121.629997,122.059998,122.059998,3490100,200.169998,201.190002,199.410004,201.110001,183.816574,102177000,17065.89063,17137.35938,17009.61914,17137.35938,17137.35938,76630000,38.049999,38.450001,37.599998,38.299999,37.971905,781700,1.295,1.2944,1.2986,1.2921,1,100.82,101.87,102.44,100.35,202140,0,93.42,94.66,95.08,92.95,0,41315,41650,41836,41294,40,0,2.459,2.468,2.487,2.387,1,1410.75,1404.25,1412.5,1403.55,1,891.0,887.95,892.7,885.8,1,1315,83.757,83.935,83.965,83.585,39220,0,25.01,25.1,24.66,25.07,24.297661,29706700,35.27,35.279999,34.66,34.900002,34.900002,4543700 +2014-09-08,121.580002,121.610001,120.370003,120.730003,120.730003,7506500,200.919998,201.210007,200.0,200.589996,183.341324,64146000,17131.71094,17137.88086,17079.16992,17111.41992,17111.41992,65640000,38.099998,38.099998,36.75,37.0,36.683044,749100,1.2897,1.2943,1.2963,1.2882,0,100.2,100.8,101.0,99.36,197610,0,93.16,93.58,93.72,91.89,0,41804,42070,42376,41640,14350,1,2.471,2.45,2.48,2.421,1,1399.65,1410.7,1413.9,1397.0,0,885.7,889.85,895.1,882.55,0,1290,84.241,83.885,84.38,83.82,43300,1,24.9,24.92,24.15,24.190001,23.444773,44416600,34.290001000000004,34.700001,34.27,34.700001,34.700001,2855200 +2014-09-09,120.57,120.940002,120.0,120.870003,120.870003,6157300,200.410004,200.550003,198.910004,199.320007,182.180527,88591000,17110.39063,17111.55078,16993.28906,17013.86914,17013.86914,69030000,36.950001,37.599998,36.349998,37.549999,37.228333,762800,1.2938,1.2898,1.2959,1.286,1,99.16,100.2,100.62,99.03,172500,0,92.75,93.16,93.98,92.56,0,41951,41866,42099,41784,12780,1,2.502,2.48,2.509,2.478,1,1390.35,1398.15,1400.35,1383.7,0,860.1,885.7,885.7,858.6,0,1290,84.28399999999998,84.35,84.525,84.05,43280,1,24.209999,24.639999,24.030001,24.559999,23.803373,29675800,34.759997999999996,34.82,34.509997999999996,34.619999,34.619999,2105100 +2014-09-10,120.129997,120.540001,119.639999,120.260002,120.260002,7021500,199.429993,200.199997,198.770004,200.070007,182.866043,67251000,17016.05078,17080.26953,16974.57031,17068.71094,17068.71094,76780000,37.0,37.849998,36.650002,37.150002,36.83176,767100,1.2917,1.2936,1.2963,1.2883,0,98.04,99.35,99.47,97.6,203280,0,91.7,92.87,93.11,91.3,0,41956,42090,42274,41875,12670,1,2.543,2.5,2.543,2.4930000000000003,1,1382.3,1389.6,1391.6,1379.4,0,848.85,856.1,856.1,850.1,0,1275,84.29299999999998,84.12,84.435,84.065,58230,1,24.290001,24.459999,23.959999,24.1,23.357544,33863700,34.419998,34.43,34.02,34.259997999999996,34.259997999999996,5094100 +2014-09-11,119.610001,119.699997,118.769997,119.470001,119.470001,7612000,199.270004,200.330002,199.119995,200.300003,183.076279,66774400,17057.41016,17057.41016,16983.88086,17049.0,17049.0,63650000,36.849998,37.950001,36.549999,37.900002,37.575336,831000,1.2926,1.2917,1.2952,1.2896,1,98.08,98.12,98.49,96.72,144790,1,93.06,91.72,93.45,90.44,1,41270,41941,41975,41226,20030,0,2.55,2.532,2.5540000000000003,2.507,1,1371.75,1382.25,1383.95,1368.3,0,833.35,842.0,843.5,833.4,0,1275,84.304,84.255,84.355,84.08,33300,1,23.92,24.33,23.77,24.27,23.522308,29420500,33.950001,34.810001,33.91,34.689999,34.689999,8150600 +2014-09-12,118.629997,118.900002,118.07,118.379997,118.379997,8126500,200.100006,200.119995,198.559998,199.130005,182.006836,117409300,17044.05078,17044.05078,16937.66992,16987.50977,16987.50977,82820000,37.400002,38.599998,37.099998,38.200001,37.872765,1061800,1.2965,1.2925,1.298,1.2909,1,97.11,98.25,98.8,96.83,103490,0,92.16,93.08,93.7,91.99,0,41309,41180,41398,41011,16960,1,2.609,2.547,2.616,2.545,1,1371.85,1370.95,1371.85,1356.4,1,836.05,830.1,830.1,822.3,1,1275,84.24,84.295,84.425,84.09,16340,0,24.030001,24.200001,23.790001,23.879999,23.144323,32421600,34.59,34.799999,34.299999,34.380001,34.380001,4112900 +2014-09-15,118.790001,118.860001,118.459999,118.639999,118.639999,4775400,199.160004,199.320007,198.380005,198.979996,181.869736,76401000,16988.75977,17051.84961,16951.38086,17031.14063,17031.14063,71740000,38.349998,38.400002,37.299999,37.75,37.426617,694700,1.2942,1.2976,1.2982,1.2908,0,96.65,96.9,97.33,96.21,19950,0,92.81,92.19,93.09,90.69,1,41400,41400,41575,41213,13390,1,2.591,2.612,2.651,2.582,0,1364.15,1367.15,1376.4,1361.05,0,836.9,837.65,837.65,837.65,1,1275,84.25,84.17,84.37,84.15,740,1,24.01,24.040001,23.75,23.91,23.173399,20102500,34.220001,34.66,34.189999,34.560001,34.560001,3201000 +2014-09-16,118.849998,119.43,118.440002,118.830002,118.830002,6544500,198.610001,200.839996,198.5,200.479996,183.240753,116201000,17027.16016,17167.05078,16985.55078,17131.9707,17131.9707,73200000,37.799999,38.900002,37.099998,38.549999,38.219765,785500,1.296,1.2938,1.2995,1.2922,1,99.05,97.96,99.45,97.44,199770,1,94.71,92.84,95.22,92.49,1,41479,41469,41774,41330,18380,1,2.594,2.591,2.596,2.553,1,1366.45,1364.9,1370.9,1360.75,1,844.2,838.8,841.0,838.5,1,1275,84.23100000000002,84.375,84.495,84.005,35280,0,23.91,24.25,23.67,24.0,23.260626,27000500,34.810001,35.419998,34.77,35.25,35.25,5173800 +2014-09-17,118.949997,119.239998,117.5,117.540001,117.540001,8328700,200.770004,201.679993,199.75,200.75,183.487579,151266000,17131.00977,17221.10938,17089.00977,17156.84961,17156.84961,87810000,38.450001,38.799999,37.450001,37.5,37.178761,790700,1.2866,1.2959,1.2982,1.2851,0,98.97,98.95,99.61,98.51,190170,0,94.0,94.75,95.11,93.78,0,41374,41497,41530,41204,11310,0,2.622,2.591,2.625,2.547,1,1349.7,1366.05,1370.95,1347.15,0,839.05,841.1,846.7,833.3,0,1300,84.486,84.235,84.86,84.075,66610,1,24.02,24.08,23.389999,23.43,22.708185,41435400,35.240002000000004,35.369999,34.91,35.009997999999996,35.009997999999996,5156200 +2014-09-18,117.410004,118.089996,117.190002,117.779999,117.779999,5368700,201.360001,201.850006,201.100006,201.820007,184.465546,94990000,17163.73047,17275.36914,17163.73047,17265.99023,17265.99023,85300000,37.400002,37.549999,35.950001,36.299999,35.989037,1058000,1.2923,1.2865,1.2931,1.2834,1,97.7,98.69,99.14,97.42,193580,0,93.05,94.04,94.89,92.92,0,40934,41201,41201,40600,21230,0,2.6180000000000003,2.629,2.642,2.594,0,1348.2,1349.35,1352.35,1341.25,0,831.4,830.2,830.25,821.75,0,1325,84.43,84.865,84.9,84.34,32280,0,23.35,23.459999,23.08,23.129999,22.417429,35030900,35.18,35.189999,34.560001,34.619999,34.619999,4312500 +2014-09-19,117.510002,117.57,116.720001,117.089996,117.089996,10930200,201.520004,201.899994,200.289993,200.699997,184.299469,121649000,17267.21094,17350.64063,17257.46094,17279.74023,17279.74023,349620000,35.950001,36.200001,34.400002,34.700001,34.402747999999995,1427300,1.2829,1.2923,1.293,1.2827,0,98.39,97.65,98.49,97.18,158390,1,92.42,93.19,93.44,92.06,0,39626,40910,40964,39525,27330,0,2.5780000000000003,2.629,2.655,2.575,0,1336.05,1348.05,1353.75,1334.4,0,812.35,824.0,824.0,821.45,0,1350,84.865,84.37,84.935,84.335,37090,1,23.1,23.129999,22.49,22.66,21.961908,51690900,34.509997999999996,34.720001,34.32,34.57,34.57,3403000 +2014-09-22,116.720001,117.370003,116.580002,116.849998,116.849998,7601600,200.350006,200.380005,198.729996,199.149994,182.876175,125553000,17271.71094,17277.88086,17159.35938,17172.67969,17172.67969,74300000,34.25,34.400002,33.299999,34.0,33.70874,1280500,1.285,1.2827,1.2868,1.2815,1,96.97,98.5,98.5,96.38,171140,0,91.52,92.22,92.64,91.2,0,39573,39348,39677,38831,27950,0,2.5660000000000003,2.569,2.5780000000000003,2.547,0,1328.65,1333.45,1338.35,1325.5,0,803.15,813.45,816.6,800.3,0,1350,84.863,84.93,84.975,84.645,18200,0,22.530001,22.540001,22.02,22.18,21.496695000000006,41175500,34.41,34.459998999999996,34.029999,34.189999,34.189999,3948400 +2014-09-23,117.989998,117.989998,117.309998,117.599998,117.599998,4664800,198.429993,199.259995,197.949997,198.009995,181.829315,111393000,17165.91016,17171.88086,17055.86914,17055.86914,17055.86914,77090000,34.799999,35.799999,34.5,35.450001,35.14632,972600,1.2847,1.2851,1.2903,1.2842,0,96.85,96.91,97.59,96.55,192360,0,91.74,90.74,92.13,90.62,1,39511,39400,39894,39110,22430,0,2.527,2.556,2.556,2.527,0,1333.55,1328.7,1348.35,1327.25,1,815.25,816.05,816.05,816.05,1,1350,84.779,84.805,84.875,84.46,24750,0,22.5,22.66,22.24,22.540001,21.845606,34631500,34.279999,34.66,34.18,34.439999,34.439999,2732700 +2014-09-24,117.120003,117.720001,116.900002,117.050003,117.050003,5515000,198.039993,199.690002,197.520004,199.559998,183.25264,107276000,17056.64063,17226.59961,17033.92969,17210.06055,17210.06055,80530000,34.950001,35.799999,34.700001,35.150002,34.848892,970400,1.278,1.2846,1.2864,1.2774,0,96.95,96.89,97.33,95.6,216740,1,92.87,91.74,93.31,91.14,1,39265,39472,39692,38964,24580,0,2.5660000000000003,2.531,2.569,2.527,1,1316.4,1333.45,1341.55,1314.65,0,819.5,824.1,824.1,824.1,1,1350,85.155,84.775,85.22,84.705,30890,1,22.370001,22.59,22.18,22.209999,21.52577,29477400,34.529999,35.110001000000004,34.310001,35.0,35.0,6149100 +2014-09-25,116.300003,117.760002,116.199997,117.389999,117.389999,7631700,199.039993,199.050003,196.270004,196.339996,180.295761,150300000,17204.85938,17204.85938,16945.80078,16945.80078,16945.80078,93520000,34.650002,35.299999,34.150002,35.150002,34.848892,1060900,1.275,1.278,1.2784,1.2698,0,97.0,97.03,97.56,96.22,190330,1,92.47,92.93,93.58,92.09,0,39230,39090,39434,38722,28790,0,2.504,2.567,2.571,2.502,0,1315.05,1315.4,1318.6,1299.55,0,802.75,816.9,816.9,795.5,0,1335,85.303,85.2,85.615,85.165,39060,1,21.99,22.370001,21.85,22.35,21.661459,35894800,35.080002,35.130001,34.650002,34.830002,34.830002,4266400 +2014-09-26,117.019997,117.099998,116.580002,117.059998,117.059998,4185200,196.699997,198.389999,196.419998,197.899994,181.728317,103547000,16948.61914,17148.15039,16948.10938,17113.15039,17113.15039,74670000,35.0,35.049999,34.200001,34.549999,34.254032,524500,1.2685,1.2752,1.2761,1.2677,0,97.0,97.11,97.5,96.46,165600,0,93.41,92.53,93.92,92.3,1,39169,39350,39633,39000,20320,0,2.528,2.506,2.549,2.49,1,1300.9,1314.5,1320.45,1300.55,0,783.55,806.7,806.7,805.3,0,1325,85.76700000000002,85.275,85.825,85.235,24320,1,22.200001,22.23,21.92,21.98,21.302856,30222900,34.91,35.32,34.84,35.16,35.16,3034600 +2014-09-29,117.269997,117.400002,116.900002,117.029999,117.029999,4049500,196.199997,197.889999,196.050003,197.539993,181.397705,95112000,17107.68945,17107.68945,16934.42969,17071.2207,17071.2207,70220000,34.700001,34.75,34.099998,34.200001,33.907028000000004,385600,1.2685,1.2685,1.2716,1.2664,1,97.2,96.81,97.34,96.27,170230,1,94.31,93.38,94.66,92.76,1,39354,39100,39478,39036,15280,1,2.479,2.524,2.54,2.479,0,1304.5,1300.6,1310.9,1297.1,1,789.5,779.35,793.5,778.5,1,1310,85.71600000000002,85.81,85.93,85.59,21880,0,22.120001,22.17,21.74,21.75,21.079945,22893400,35.0,35.619999,34.98,35.52,35.52,3333500 +2014-09-30,116.540001,117.349998,115.849998,116.209999,116.209999,10170100,197.690002,198.300003,196.610001,197.020004,180.920258,131302000,17070.44922,17145.09961,17017.10938,17042.90039,17042.90039,102290000,33.950001,34.5,33.349998,33.700001,33.411312,847200,1.2632,1.2684,1.2703,1.2571,0,94.67,97.15,97.8,94.24,261950,0,91.35,94.39,94.95,90.91,0,38516,39337,39345,38112,38410,0,2.495,2.479,2.524,2.479,1,1293.3,1304.45,1312.4,1289.85,0,774.95,778.25,786.05,775.25,0,1290,86.04700000000003,85.74,86.335,85.62,35420,1,21.690001,21.870001,21.290001,21.360001,20.70196,44049300,35.43,35.48,34.200001,34.41,34.41,11592100 +2014-10-01,116.610001,117.260002,116.589996,116.769997,116.769997,7018800,196.699997,196.770004,193.910004,194.350006,178.468414,177798000,17040.46094,17041.16016,16776.13086,16804.71094,16804.71094,104240000,33.849998,34.900002,33.700001,34.150002,33.85746,953400,1.2624,1.2631,1.264,1.2584,0,94.16,94.77,96.23,93.78,247990,0,90.77,91.47,93.07,90.58,0,38702,38260,39083,38146,27210,1,2.389,2.5,2.508,2.384,0,1282.95,1292.9,1293.95,1263.6,0,784.55,774.55,785.45,763.9,1,1250,86.07600000000002,86.05,86.295,85.89,38960,1,21.48,21.84,21.389999,21.4,20.740725,32615000,34.599998,34.98,34.049999,34.150002,34.150002,6886000 +2014-10-03,115.169998,115.510002,114.419998,114.610001,114.610001,11301300,195.679993,196.940002,195.080002,196.520004,180.46106,121569000,16802.19922,17027.83984,16802.19922,17009.68945,17009.68945,87940000,35.049999,35.150002,34.400002,34.549999,34.254032,1371200,1.2517,1.2668,1.2676,1.25,0,92.31,93.75,94.06,91.48,239600,0,89.72,91.44,91.86,89.42,0,37888,38555,38555,37211,18090,0,2.436,2.436,2.484,2.4290000000000003,1,1225.7,1264.2,1264.55,1222.3,0,754.55,769.65,773.85,752.25,0,1215,86.823,85.725,86.87,85.715,55580,1,21.25,21.25,20.629999,20.629999,19.994444,72263700,34.169998,34.259997999999996,33.639998999999996,33.77,33.77,6582300 +2014-10-06,115.160004,116.309998,114.940002,116.029999,116.029999,7644100,197.339996,197.600006,195.580002,196.289993,180.249847,104778000,17010.33984,17099.39063,16930.38086,16991.91016,16991.91016,655450000,34.900002,35.299999,34.400002,35.150002,34.848892,796000,1.2654,1.251,1.2677,1.2504,1,92.79,91.9,93.21,91.25,203600,1,90.47,89.81,90.78,88.8,1,38488,38019,38600,37941,12680,1,2.42,2.439,2.452,2.404,0,1246.45,1204.05,1249.55,1187.05,1,766.1,756.15,768.9,735.0,1,1215,86.044,86.8,86.845,85.735,43430,0,20.9,21.23,20.74,21.16,20.508116,43922100,33.77,34.150002,33.41,34.040001000000004,34.040001000000004,4541400 +2014-10-07,116.309998,116.629997,116.089996,116.360001,116.360001,5274700,195.279999,195.720001,193.220001,193.259995,177.467468,147913000,16988.25,16988.25,16715.78906,16719.39063,16719.39063,79420000,35.200001,35.400002,33.849998,34.0,33.70874,805500,1.267,1.2656,1.2683,1.2584,1,92.11,92.81,92.99,91.4,222630,0,88.44,90.5,90.62,88.43,0,38363,38596,39144,38130,30090,0,2.341,2.421,2.43,2.337,0,1266.5,1245.95,1268.9,1243.1,1,787.0,768.2,790.0,767.85,1,1215,85.77799999999998,85.93,86.225,85.645,42700,0,21.219999,21.280001,20.41,20.42,19.790916,59344300,33.790001000000004,33.810001,33.360001000000004,33.439999,33.439999,4323800 +2014-10-08,117.029999,117.709999,115.849998,117.470001,117.470001,10670900,193.369995,196.919998,192.360001,196.639999,180.571274,186461000,16718.65039,17006.91016,16663.25977,16994.2207,16994.2207,106930000,34.5,38.450001,34.049999,37.950001,37.62490800000001,2410300,1.2734,1.2669,1.2749,1.2622,1,91.38,91.89,91.89,90.57,207630,0,87.7,88.48,88.67,86.88,0,38217,38362,38875,38164,25880,0,2.318,2.352,2.386,2.311,0,1276.55,1266.45,1284.4,1260.75,1,796.45,786.5,805.1,784.7,1,1215,85.40700000000002,85.755,86.03,85.29,51010,0,20.67,22.16,20.110001,21.940001,21.26409,114256600,33.07,33.09,32.689999,33.0,33.0,7458500 +2014-10-09,117.860001,118.260002,117.489998,117.639999,117.639999,6610500,196.330002,196.600006,192.580002,192.740005,176.98998999999995,210705000,16989.36914,16989.36914,16649.03906,16659.25,16659.25,93210000,37.849998,37.849998,36.400002,37.349998,37.030041,1578800,1.2691,1.2732,1.2792,1.2664,0,90.05,91.62,91.85,88.42,216470,0,84.33,87.79,88.01,84.12,0,38615,38350,39099,38350,30840,1,2.327,2.33,2.345,2.279,1,1265.7,1276.75,1294.5,1265.6,0,800.5,804.65,812.75,794.5,1,1215,85.655,85.365,85.785,85.015,55450,1,21.9,21.92,20.719999,21.219999,20.566269,77681600,32.650002,32.73,32.009997999999996,32.110001000000004,32.110001000000004,7915300 +2014-10-10,117.699997,117.739998,117.190002,117.589996,117.589996,4651400,192.690002,193.649994,190.490005,190.539993,174.96975700000004,221909000,16654.88086,16757.59961,16543.91016,16544.09961,16544.09961,136370000,37.150002,38.200001,36.150002,36.349998,36.038612,1169600,1.2628,1.2691,1.2716,1.2605,0,90.21,89.1,90.49,88.11,197680,1,85.52,84.66,86.56,83.86,1,38512,38413,38639,38270,19990,0,2.286,2.316,2.3480000000000003,2.28,0,1263.1,1265.75,1269.85,1256.2,0,785.05,796.3,796.55,781.0,0,1230,86.031,85.655,86.105,85.515,28190,1,21.129999,21.610001,20.67,20.77,20.130135,52079000,32.130001,32.48,31.74,32.18,32.18,7599200 +2014-10-13,118.139999,118.669998,117.93,118.519997,118.519997,5396300,190.460007,191.149994,187.300003,187.410004,172.09552,230939000,16535.42969,16602.41016,16310.46973,16321.07031,16321.07031,107830000,37.200001,39.099998,36.75,37.5,37.178761,1123100,1.2753,1.2637,1.2762,1.2619,1,88.89,89.89,90.18,87.74,146530,0,85.01,85.26,85.93,84.13,0,38336,38730,39039,38280,22460,0,2.238,2.234,2.241,2.234,0,1268.55,1270.85,1275.75,1255.2,0,785.95,785.9,793.85,781.95,1,1230,85.727,85.9,85.935,85.205,21540,0,21.129999,21.76,21.01,21.120001,20.469351,45807100,32.040001000000004,32.32,31.709999,31.99,31.99,5086800 +2014-10-14,118.580002,118.82,118.349998,118.589996,118.589996,5174800,188.419998,189.820007,187.039993,187.699997,172.36178600000005,215847000,16321.90039,16463.66992,16273.63965,16315.19043,16315.19043,110410000,37.5,38.700001,36.849998,37.200001,36.881329,1470000,1.2659,1.2752,1.2769,1.264,0,85.04,88.23,88.74,84.48,141660,0,82.3,85.03,85.65,81.37,0,38767,38480,39018,38480,24150,1,2.197,2.24,2.264,2.176,0,1265.7,1267.9,1277.8,1260.95,0,795.1,784.35,797.0,784.35,1,1230,85.941,85.42,86.005,85.385,29920,1,21.280001,21.75,21.23,21.370001,20.711649,36062500,31.91,31.92,30.629998999999998,30.85,30.85,15403700 +2014-10-16,119.019997,119.650002,118.879997,119.220001,119.220001,6545400,183.059998,187.580002,182.889999,186.270004,171.048706,270391000,16137.13965,16211.12012,15935.21973,16117.24023,16117.24023,131670000,37.799999,38.349998,36.400002,36.450001,36.137756,1719300,1.2809,1.2837,1.2847,1.2706,0,84.47,83.45,85.0,82.6,14940,1,83.09,81.12,84.88,79.84,1,38872,38912,39180,38610,29110,1,2.151,2.111,2.18,1.978,1,1255.85,1262.0,1263.5,1239.7,0,746.0,766.6,771.25,729.95,0,1230,85.041,85.0,85.53,84.835,59860,0,21.309999,21.77,21.23,21.360001,20.70196,28753500,30.360001,31.91,30.200001,31.1,31.1,19073500 +2014-10-17,119.059998,119.230003,118.419998,118.989998,118.989998,8059000,188.419998,189.75,187.619995,188.470001,173.068893,214625000,16118.38965,16427.38086,16118.38965,16380.41016,16380.41016,137910000,36.5,36.549999,34.75,35.0,34.70018,1496300,1.2763,1.2811,1.2837,1.2744,0,86.16,86.5,87.34,85.49,280470,1,83.0,83.43,84.7,82.69,0,38399,38750,38882,38362,19770,0,2.199,2.155,2.229,2.122,1,1262.35,1256.2,1264.45,1253.35,1,756.7,742.0,761.0,740.25,1,1230,85.213,85.025,85.355,84.855,26570,1,21.41,21.440001,20.690001,20.690001,20.052597,54513000,31.33,31.629998999999998,31.030001000000002,31.25,31.25,7509000 +2014-10-20,119.68,119.860001,119.540001,119.800003,119.800003,3033700,188.130005,190.449997,188.070007,190.300003,174.749344,130011000,16373.15039,16401.63086,16260.54004,16399.66992,16399.66992,94320000,35.5,35.950001,35.0,35.700001,35.39418,791900,1.2799,1.2758,1.2817,1.2731,1,85.4,86.35,86.7,84.41,247600,0,82.72,83.85,84.21,82.28,0,38533,38410,38823,38410,17240,1,2.193,2.218,2.225,2.16,0,1267.25,1259.6,1274.75,1258.6,1,762.3,754.0,764.7,753.7,1,1230,85.038,85.33,85.47,84.99,17650,0,20.950001,21.23,20.799999,21.200001,20.546886,32998700,31.09,31.24,30.66,31.139999,31.139999,6050400 +2014-10-21,120.269997,120.5,119.910004,120.019997,120.019997,4566100,191.679993,194.199997,191.479996,194.070007,178.211273,154949000,16406.0293,16620.7793,16405.76953,16614.81055,16614.81055,105110000,36.150002,36.549999,35.349998,35.450001,35.14632,803900,1.2715,1.2801,1.2841,1.2713,0,86.22,85.13,86.49,85.1,258390,1,82.81,82.76,84.05,82.29,1,38767,38600,38975,38540,21790,1,2.227,2.176,2.227,2.135,1,1282.1,1267.75,1285.65,1263.15,1,776.0,762.85,777.6,759.15,1,1230,85.404,85.13,85.46,84.795,32410,1,21.43,21.58,21.02,21.1,20.449968,21702100,31.42,31.6,30.969998999999998,31.299999,31.299999,5778500 +2014-10-22,119.690002,119.790001,119.25,119.339996,119.339996,3740200,194.410004,194.910004,192.610001,192.690002,176.944031,151822000,16615.25977,16653.89063,16459.84961,16461.32031,16461.32031,92050000,35.0,35.25,34.150002,34.150002,33.85746,789000,1.2649,1.2716,1.274,1.2636,0,84.71,86.46,87.07,84.47,264810,0,80.36,82.61,83.22,80.28,0,38209,38674,38719,38070,21430,0,2.22,2.216,2.25,2.178,0,1266.1,1282.5,1283.95,1262.55,0,776.7,775.85,784.0,768.5,1,1230,85.854,85.47,85.895,85.325,34250,1,20.969999,21.059999,20.42,20.440001,19.810299,40030800,31.469998999999998,31.5,30.459999,30.549999,30.549999,8602000 +2014-10-23,118.709999,118.82,117.879997,118.519997,118.519997,6417500,194.619995,196.199997,194.259995,194.929993,179.00100700000004,154944000,16468.07031,16767.51953,16468.07031,16677.90039,16677.90039,99420000,33.900002,35.150002,33.150002,34.650002,34.353176,961000,1.2647,1.2651,1.2679,1.2614,0,86.83,84.71,87.19,84.12,306980,1,81.91,80.48,82.44,80.11,1,38016,38133,38170,37988,5130,0,2.277,2.216,2.3,2.201,1,1260.8,1266.0,1270.45,1246.65,0,779.3,769.7,782.85,764.5,1,1230,85.946,85.87,86.05,85.755,20050,1,20.25,20.719999,20.049999,20.559999,19.926601,36274300,30.9,31.26,30.77,31.059998999999998,31.059998999999998,7258800 +2014-10-24,118.620003,118.629997,118.120003,118.349998,118.349998,3610600,195.25,196.490005,194.490005,196.429993,180.378433,117927000,16677.03906,16811.71094,16649.7207,16805.41016,16805.41016,90400000,34.700001,35.299999,34.400002,34.849998,34.551456,579100,1.267,1.2645,1.2696,1.2633,1,86.13,86.78,86.78,85.29,208220,0,81.31,82.03,82.03,80.44,0,38074,38050,38399,38014,9230,1,2.266,2.275,2.278,2.229,0,1250.9,1260.5,1260.5,1247.65,0,780.9,782.0,790.0,778.0,1,1230,85.818,85.925,86.015,85.615,25210,0,20.530001,20.639999,20.27,20.469999,19.839373,16302400,30.799999,30.889999,30.5,30.879998999999998,30.879998999999998,5649300 +2014-10-27,118.18,118.370003,118.010002,118.059998,118.059998,2443600,195.729996,196.449997,195.029999,196.160004,180.130493,82954000,16796.09961,16836.98047,16729.83008,16817.93945,16817.93945,72580000,34.599998,34.950001,34.25,34.400002,34.105315999999995,571700,1.2698,1.2683,1.2725,1.2666,1,85.83,86.08,86.25,84.55,228430,0,80.65,81.32,81.34,79.49,0,38145,38070,38210,37935,13590,1,2.259,2.287,2.298,2.2430000000000003,0,1258.35,1250.85,1262.8,1249.45,1,787.15,779.8,788.7,777.2,1,1230,85.561,85.8,85.8,85.475,22240,0,20.35,20.4,20.09,20.110001,19.490467,28523200,30.290001,30.77,30.16,30.639999,30.639999,5203300 +2014-10-28,118.480003,118.480003,118.010002,118.099998,118.099998,3260100,196.820007,198.419998,196.729996,198.410004,182.196655,106736000,16825.18945,17006.44922,16825.18945,17005.75,17005.75,83870000,34.700001,34.75,34.0,34.599998,34.3036,597800,1.2734,1.2698,1.2765,1.2683,1,86.03,85.5,86.38,85.08,198830,1,81.61,80.71,81.73,80.43,1,38129,38135,38467,38106,17740,0,2.3,2.262,2.3,2.248,1,1267.25,1258.25,1272.75,1251.85,1,792.5,790.0,790.0,790.0,1,1240,85.473,85.615,85.75,85.29,28260,0,20.290001,20.540001,20.1,20.530001,19.897528,32570200,30.690001000000002,30.92,30.57,30.82,30.82,4078000 +2014-10-29,117.650002,117.910004,116.139999,116.410004,116.410004,7900800,198.550003,199.119995,196.800003,198.110001,181.921143,142557000,17005.07031,17065.5,16895.38086,16974.31055,16974.31055,76450000,34.200001,34.700001,32.549999,32.799999,32.519020000000005,1209500,1.2632,1.2735,1.2772,1.2631,0,87.12,86.1,87.94,86.06,243750,1,81.95,81.59,82.92,81.48,1,38273,38155,38326,37968,14950,1,2.321,2.296,2.362,2.276,1,1258.25,1268.1,1276.85,1257.7,0,800.7,794.9,803.0,791.5,1,1240,86.036,85.435,86.13,85.245,35650,1,20.290001,20.530001,19.57,19.639999,19.034945,68045200,31.18,31.450001,31.0,31.23,31.23,7632900 +2014-10-30,115.800003,115.830002,114.940002,115.190002,115.190002,7852200,197.580002,199.949997,197.399994,199.380005,183.087341,113330000,16968.14063,17223.96094,16920.75977,17195.41992,17195.41992,80180000,32.25,32.450001,30.1,30.299999,30.040438,1815600,1.2613,1.2631,1.264,1.2547,0,86.24,86.93,87.1,85.71,191860,0,80.99,81.97,82.13,80.76,0,36574,38125,38130,36310,43090,0,2.3080000000000003,2.31,2.333,2.28,0,1246.9,1258.15,1261.0,1240.15,0,780.7,795.35,795.45,775.05,0,1240,86.23200000000001,86.095,86.585,86.075,35210,1,19.43,19.450001,18.16,18.200001,17.639307000000006,113088500,30.889999,31.01,30.629998999999998,30.76,30.76,6003000 +2014-10-31,111.830002,112.879997,111.660004,112.660004,112.660004,18208200,201.779999,201.820007,200.770004,201.660004,185.181076,146903000,17208.7793,17395.53906,17208.7793,17390.51953,17390.51953,121610000,26.85,28.75,26.549999,27.4,27.165281,2344300,1.2525,1.2612,1.2618,1.2485,0,85.86,86.02,86.25,84.6,225370,0,80.65,81.15,81.38,79.66,0,35797,36381,36431,35123,45950,0,2.335,2.307,2.359,2.296,1,1237.05,1246.85,1246.85,1221.1,0,791.8,779.2,796.05,770.6,1,1240,87.016,86.25,87.245,86.23,64770,1,17.33,17.790001,16.889999,17.209999,16.679804,103841400,30.24,30.65,30.190001000000002,30.629998999999998,30.629998999999998,4680900 +2014-11-03,112.389999,112.68,112.0,112.150002,112.150002,6589800,201.919998,202.449997,201.309998,201.770004,185.282074,93600000,17390.90039,17410.65039,17339.84961,17366.24023,17366.24023,80030000,27.799999,27.85,26.549999,27.15,26.917421,1441600,1.2483,1.2515,1.2517,1.2441,0,84.78,85.85,86.4,84.01,248170,0,78.22,80.65,81.03,78.13,0,35942,35565,36125,35290,23710,1,2.346,2.309,2.384,2.301,1,1230.75,1233.3,1245.05,1224.15,0,804.4,793.5,809.0,788.2,1,1240,87.40700000000002,87.13,87.54,87.125,40070,1,17.440001000000002,18.0,17.25,17.91,17.358242,74222500,30.51,30.719998999999998,29.66,29.76,29.76,18894200 +2014-11-04,112.120003,112.709999,112.080002,112.220001,112.220001,6430100,201.229996,201.600006,200.059998,201.070007,184.639297,93343000,17368.81055,17397.23047,17278.35938,17383.83984,17383.83984,81390000,27.049999,27.049999,25.450001,25.549999,25.331127,1441900,1.2546,1.2483,1.2578,1.2481,1,82.82,84.21,84.43,82.08,313670,0,77.36,78.32,78.51,75.94,0,35495,35789,35810,35340,13270,0,2.335,2.341,2.351,2.303,0,1225.5,1229.8,1233.5,1218.3,0,790.65,803.65,805.45,783.0,0,1240,87.09200000000001,87.365,87.385,86.975,32510,0,17.790001,17.82,17.129998999999998,17.209999,16.679804,67537600,29.309998999999998,29.370001000000002,28.889999,29.299999,29.299999,12654700 +2014-11-05,109.919998,110.839996,109.669998,109.790001,109.790001,13560100,202.539993,202.589996,201.449997,202.339996,185.805511,91709000,17385.75977,17486.58984,17385.75977,17484.5293,17484.5293,76030000,24.75,26.9,24.75,25.049999,24.835411,2362800,1.2486,1.2546,1.2568,1.2457,0,82.95,82.78,84.45,81.63,364450,1,78.95,77.44,79.43,76.54,1,34412,35227,35227,33730,53320,0,2.346,2.333,2.369,2.3280000000000003,1,1208.6,1225.15,1225.45,1197.1,0,757.85,786.45,787.55,755.1,0,1230,87.56700000000002,87.105,87.72,87.05,35200,1,16.68,17.34,16.450001,16.59,16.078909,86227300,29.35,30.110001,29.34,29.950001,29.950001,13851100 +2014-11-06,109.919998,110.489998,109.75,109.879997,109.879997,7019900,202.389999,203.259995,201.639999,203.149994,186.549286,107089000,17491.66016,17560.31055,17440.34961,17554.4707,17554.4707,70670000,25.799999,27.0,25.700001,26.25,26.025131,1595500,1.2375,1.2487,1.2535,1.2365,0,82.86,83.1,83.27,82.05,224780,0,77.84,78.9,79.01,77.15,0,34271,34120,34350,33901,18010,0,2.382,2.344,2.391,2.326,1,1196.55,1209.15,1213.55,1192.65,0,752.6,759.6,762.0,746.45,0,1230,88.134,87.58,88.27,87.23,55060,1,16.9,17.690001000000006,16.85,17.209999,16.679804,103000000,29.469998999999998,29.690001000000002,29.26,29.6,29.6,6351700 +2014-11-07,110.779999,113.150002,110.730003,112.970001,112.970001,10916500,203.169998,203.600006,202.610001,203.339996,186.72377,89540000,17558.58008,17575.33008,17493.36914,17573.92969,17573.92969,82860000,27.0,28.35,26.799999,28.200001,27.958429,1594200,1.2454,1.2376,1.2471,1.2359,1,83.39,82.67,83.86,82.16,195440,1,78.44,77.92,79.47,77.53,1,34796,34100,35142,33491,47820,1,2.301,2.387,2.407,2.299,0,1217.95,1196.85,1219.65,1188.8,1,772.55,751.5,777.1,747.9,1,1230,87.726,88.175,88.315,87.545,65230,0,17.559998999999998,18.690001,17.540001,18.639999,18.065752,136476900,29.75,30.129998999999998,29.73,29.76,29.76,6585100 +2014-11-10,112.239998,112.239998,110.279999,110.459999,110.459999,8548500,203.380005,204.039993,203.130005,203.979996,187.311462,66319000,17568.98047,17621.86914,17547.50977,17613.74023,17613.74023,71430000,27.85,27.85,26.35,26.5,26.272991,1369100,1.2421,1.2452,1.251,1.2417,0,82.34,83.26,84.97,81.88,219910,0,77.19,78.57,79.92,77.2,0,34745,35173,35190,34537,22570,0,2.36,2.3080000000000003,2.362,2.273,1,1202.45,1209.15,1221.1,1194.25,0,766.25,771.05,776.5,761.0,0,1230,87.911,87.63,87.93,87.21,35400,1,18.32,18.32,17.309998999999998,17.450001,16.912416,111605600,30.17,30.17,29.27,29.34,29.34,7499200 +2014-11-11,111.080002,112.760002,110.870003,112.040001,112.040001,8603200,204.059998,204.309998,203.649994,204.179993,187.495117,54499400,17615.64063,17638.21094,17584.93945,17614.90039,17614.90039,52880000,26.85,29.6,26.799999,28.9,28.652431,1766600,1.2475,1.2421,1.25,1.2394,1,81.67,82.13,82.38,80.46,213420,0,77.53,77.22,78.08,76.46,1,34805,34455,34940,34287,26290,1,2.371,2.373,2.373,2.369,1,1201.2,1202.35,1211.8,1191.5,0,772.7,761.95,774.75,755.0,1,1230,87.719,87.83,88.155,87.43,26760,0,17.77,18.549999,17.73,18.219999,17.658693,86722200,29.34,29.59,29.02,29.42,29.42,4859600 +2014-11-12,112.050003,112.169998,111.230003,111.5,111.5,5133300,203.350006,204.240005,203.309998,203.960007,187.293091,90120300,17604.75,17626.71094,17536.16992,17612.19922,17612.19922,75980000,29.25,30.1,28.200001,28.75,28.503717,1263300,1.2439,1.2476,1.2499,1.2418,0,80.38,81.25,81.65,79.72,116120,0,76.89,77.64,78.22,76.77,0,34695,34758,34955,34514,21020,0,2.373,2.373,2.377,2.319,1,1199.65,1201.4,1211.3,1197.65,0,773.65,772.7,783.75,769.65,1,1230,87.906,87.765,87.98,87.47,32510,1,18.43,18.700001,17.790001,18.24,17.678076,46634200,29.24,29.57,29.08,29.139999,29.139999,6031000 +2014-11-13,111.889999,112.260002,111.220001,111.669998,111.669998,4874600,204.160004,204.830002,203.210007,204.190002,187.504318,85357900,17618.68945,17705.48047,17583.88086,17652.78906,17652.78906,80540000,29.1,30.15,28.5,28.75,28.503717,1055100,1.2477,1.2439,1.2492,1.2426,1,77.92,79.97,80.2,77.83,21790,0,74.25,77.03,77.23,74.14,0,34707,34745,34990,34581,22690,1,2.345,2.377,2.384,2.34,0,1196.3,1199.8,1206.8,1193.05,0,770.85,774.0,780.15,764.1,0,1230,87.75200000000002,87.9,87.96,87.7,24050,0,18.459999,18.530001,17.809998999999994,17.940001000000006,17.387318,56202100,28.93,28.98,28.1,28.290001,28.290001,17638100 +2014-11-14,110.760002,114.720001,110.650002,114.470001,114.470001,14173600,204.100006,204.490005,203.720001,204.240005,187.550232,80417500,17653.10938,17664.15039,17613.19922,17634.74023,17634.74023,72850000,28.25,31.200001,27.85,31.0,30.734440000000006,1677700,1.2523,1.2477,1.2548,1.2399,1,79.41,77.67,79.75,76.76,267610,1,75.96,74.49,76.43,73.38,1,36032,34568,36266,33938,50600,1,2.319,2.345,2.377,2.315,0,1213.7,1196.2,1216.55,1178.1,1,771.35,769.35,773.9,751.5,1,1230,87.59299999999998,87.95,88.365,87.455,54440,0,17.639999,19.18,17.540001,19.02,18.43405,110735500,28.41,28.950001,28.290001,28.83,28.83,7998900 +2014-11-17,113.970001,114.269997,113.559998,114.050003,114.050003,5441000,203.850006,204.580002,203.649994,204.369995,187.669601,80441000,17631.84961,17675.07031,17606.81055,17647.75,17647.75,70330000,30.799999,32.200001,30.4,31.700001,31.428446,1469000,1.245,1.2526,1.2578,1.2444,0,79.31,79.5,79.6,77.94,189080,0,75.46,75.99,76.24,74.77,0,35629,35981,36284,35520,30090,0,2.34,2.313,2.347,2.282,1,1201.9,1200.8,1214.45,1197.75,1,770.05,765.1,777.15,762.95,0,1230,88.01,87.65,88.055,87.23,28650,1,18.85,19.51,18.66,19.389999,18.792646,58651700,28.459999,28.780001000000002,28.43,28.68,28.68,5791300 +2014-11-18,114.860001,115.169998,114.550003,115.050003,115.050003,5586700,204.440002,205.919998,204.440002,205.550003,188.753174,76068100,17643.08984,17735.71094,17642.0293,17687.82031,17687.82031,87420000,32.450001,33.150002,31.4,33.0,32.717308,1715600,1.2537,1.245,1.2546,1.2442,1,78.47,79.01,79.95,78.21,209550,0,74.25,75.58,76.53,74.22,0,35804,35661,36380,35661,29110,1,2.317,2.335,2.342,2.3080000000000003,0,1203.5,1201.85,1216.2,1198.75,1,778.0,769.55,778.75,767.2,1,1230,87.645,87.95,87.97,87.565,26250,0,19.719999,20.379999,19.57,20.299999,19.674614,79925400,28.48,28.549999,28.190001000000002,28.200001,28.200001,7272600 +2014-11-19,114.93,115.349998,112.879997,113.68,113.68,11997700,205.309998,205.550003,204.300003,205.220001,188.45015,82373000,17685.50977,17712.25977,17624.5,17685.73047,17685.73047,73780000,32.75,33.049999,30.700001,30.85,30.585728000000003,2080600,1.2554,1.2537,1.26,1.2512,1,78.1,78.41,79.45,78.04,247150,0,74.32,74.75,75.93,74.41,1,36372,35790,36660,35341,37720,1,2.358,2.317,2.363,2.31,1,1189.45,1203.45,1209.65,1181.6,0,771.2,775.0,781.0,764.3,0,1210,87.711,87.74,87.85,87.365,45970,1,20.23,20.26,19.120001,19.190001,18.59881,120983300,28.360001,28.620001000000002,28.1,28.25,28.25,6732900 +2014-11-20,114.57,115.019997,114.089996,114.860001,114.860001,5607800,204.259995,205.710007,204.179993,205.580002,188.780716,72840300,17677.32031,17720.43945,17603.89063,17719.0,17719.0,77740000,31.450001,32.299999,31.049999,32.0,31.725876,1030700,1.254,1.2555,1.2576,1.2504,0,79.33,78.16,79.95,77.56,206380,1,75.58,74.25,75.76,74.17,1,35819,35920,36150,35632,24790,0,2.338,2.358,2.358,2.303,0,1206.7,1189.05,1213.65,1182.35,1,768.4,765.25,773.95,762.3,0,1210,87.667,87.78,88.01,87.54,38420,0,19.66,19.93,19.360001,19.709999,19.102789,58492700,28.51,28.809998999999998,28.379998999999998,28.73,28.73,7225700 +2014-11-21,115.580002,115.959999,114.470001,115.389999,115.389999,6564300,207.639999,207.839996,205.979996,206.679993,189.790817,142327300,17721.01953,17894.83008,17721.01953,17810.06055,17810.06055,140940000,32.700001,33.0,31.299999,31.6,31.329302,1342000,1.239,1.2541,1.2571,1.2376,0,80.36,79.95,81.61,79.07,264610,1,76.65,76.41,77.95,75.74,1,36080,35901,36529,35703,32890,1,2.312,2.34,2.354,2.3080000000000003,0,1227.1,1206.75,1234.6,1206.4,1,796.3,773.05,796.6,771.7,1,1210,88.405,87.72,88.48,87.505,55320,1,20.23,20.290001,19.57,19.879999,19.267551,45994100,29.059998999999998,29.139999,28.709999,29.1,29.1,10808000 +2014-11-24,115.150002,115.370003,114.790001,115.110001,115.110001,4695000,207.169998,207.389999,206.910004,207.259995,190.32341,65880800,17812.63086,17855.26953,17793.18945,17817.90039,17817.90039,85510000,31.5,32.599998,31.450001,31.950001,31.676304,921400,1.2443,1.2376,1.2445,1.2357,1,79.68,80.5,80.85,79.4,151150,0,75.49,76.66,77.06,75.49,0,36245,36138,36366,36000,18140,1,2.305,2.31,2.338,2.299,0,1207.85,1223.45,1228.85,1200.65,0,791.65,794.35,801.35,787.95,0,1210,88.206,88.445,88.515,88.145,26080,0,19.77,19.950001,19.43,19.59,18.986485,40821500,28.9,29.23,28.65,28.74,28.74,8451700 +2014-11-25,115.099998,115.470001,114.900002,115.379997,115.379997,9051800,207.539993,207.789993,206.800003,207.110001,190.185699,79108300,17819.05078,17854.73047,17790.89063,17814.93945,17814.93945,88190000,32.049999,34.900002,31.9,34.849998,34.551456,1734100,1.2475,1.2443,1.2487,1.2401,1,78.33,79.45,80.44,78.05,256830,0,73.87,75.54,76.61,73.74,0,36520,36350,36776,36350,29170,1,2.259,2.305,2.317,2.257,0,1222.95,1207.8,1226.35,1205.3,1,796.85,792.4,800.4,791.5,1,1210,87.962,88.225,88.4,87.87,33880,0,19.65,20.42,19.620001,20.389999,19.761843,72984400,29.040001,29.07,28.01,28.030001000000002,28.030001000000002,24788500 +2014-11-26,115.25,115.339996,114.980003,115.160004,115.160004,3184000,207.289993,207.759995,207.029999,207.639999,190.672379,62167800,17812.25,17833.75977,17791.16016,17827.75,17827.75,67450000,34.849998,35.0,34.299999,34.400002,34.105315999999995,1117200,1.2506,1.2475,1.2532,1.2443,1,77.75,78.28,78.86,77.3,202190,0,73.47,73.89,74.5,73.32,0,36594,36521,36662,36432,12960,1,2.245,2.259,2.262,2.229,0,1229.0,1222.85,1230.35,1219.05,1,801.6,794.0,804.15,790.4,1,1210,87.649,87.925,88.105,87.56,27570,0,20.33,20.35,20.040001,20.1,19.480774,36643000,27.969998999999998,28.18,27.85,27.9,27.9,14993400 +2014-11-28,113.529999,113.830002,111.949997,112.110001,112.110001,9616300,207.490005,207.869995,206.910004,207.199997,190.268356,57890100,17830.55078,17893.41992,17807.7793,17828.24023,17828.24023,80470000,32.950001,32.950001,31.299999,31.35,31.081446000000003,939700,1.2452,1.2468,1.2492,1.2427,0,70.15,72.58,73.41,69.78,262030,0,66.05,73.72,73.78,65.91,0,34527,35785,35785,34385,23870,0,2.173,2.215,2.225,2.166,0,1200.7,1215.8,1220.4,1200.05,0,812.4,805.05,814.55,795.7,1,0,88.413,88.135,88.455,87.995,26820,1,19.27,19.280001,18.09,18.360001,17.794376,113272100,26.34,26.42,25.459999,25.58,25.58,20256800 +2014-12-01,113.800003,117.360001,113.739998,116.580002,116.580002,15644000,206.399994,206.539993,205.380005,205.759995,188.945999,103968400,17827.26953,17827.26953,17726.55078,17776.80078,17776.80078,86390000,32.0,34.599998,31.950001,34.450001,34.154888,2214200,1.247,1.2456,1.2507,1.2419,1,72.54,70.15,73.02,67.53,369850,1,69.24,66.12,69.66,63.84,1,36723,33146,36950,32626,6310,1,2.236,2.178,2.2430000000000003,2.15,1,1226.9,1188.95,1247.55,1184.15,1,808.1,805.5,810.85,795.95,0,1210,87.98200000000001,88.37,88.505,87.805,43340,0,18.950001,19.860001,18.84,19.719999,19.112482,87972600,25.309998999999998,26.389999,25.26,26.32,26.32,25990000 +2014-12-02,115.129997,115.709999,114.720001,115.139999,115.139999,6378100,205.809998,207.339996,205.779999,207.089996,190.167328,74507200,17778.84961,17897.05078,17778.84961,17879.55078,17879.55078,81970000,33.549999,34.799999,32.900002,33.700001,33.411312,1317300,1.2383,1.2471,1.2478,1.2377,0,70.54,72.51,73.03,70.4,252520,0,67.59,69.35,69.44,66.78,0,36158,36200,36587,35600,1030,0,2.294,2.234,2.296,2.225,1,1217.8,1227.4,1233.25,1212.7,0,803.05,806.7,809.35,797.55,0,1200,88.70299999999997,88.025,88.73,87.995,36440,1,19.08,19.66,18.91,19.200001,18.608501,54543300,25.85,26.08,25.32,25.58,25.58,20382100 +2014-12-03,115.68,116.760002,115.559998,116.330002,116.330002,5758800,207.300003,208.149994,207.100006,207.889999,190.901978,68952000,17880.90039,17924.15039,17855.58984,17912.61914,17912.61914,99400000,33.950001,36.049999,33.950001,34.849998,34.551456,1268900,1.2311,1.2382,1.2391,1.23,0,69.92,70.95,71.46,69.5,244860,0,67.37,67.7,68.33,66.9,0,36285,36139,36535,35931,260,1,2.282,2.292,2.306,2.278,0,1224.5,1217.7,1233.75,1213.1,1,796.85,802.35,806.25,802.35,0,1190,88.993,88.675,89.06,88.63,34680,1,19.5,19.969999,17.719998999999994,19.25,18.65696,52488100,25.639999,25.889999,25.35,25.58,25.58,12303500 +2014-12-04,116.010002,116.339996,115.610001,115.879997,115.879997,3623600,207.539993,208.270004,206.699997,207.660004,190.690765,91316600,17910.01953,17937.96094,17814.81055,17900.09961,17900.09961,76270000,34.75,35.700001,33.75,33.950001,33.659168,884700,1.2379,1.2313,1.2458,1.2282,1,69.64,70.15,70.6,68.81,190550,0,66.75,67.48,68.3,66.17,0,36507,36300,36657,36081,350,1,2.236,2.282,2.298,2.236,0,1235.85,1224.6,1246.3,1223.3,1,801.45,797.35,799.3,797.35,1,1175,88.735,88.97,89.2,88.23,67520,0,19.65,19.870001,19.18,19.200001,18.608501,49542400,25.24,25.5,25.1,25.34,25.34,6917900 +2014-12-05,115.160004,115.18,114.239998,114.43,114.43,6331000,207.869995,208.470001,207.550003,208.0,191.002975,91025500,17903.05078,17991.18945,17903.05078,17958.78906,17958.78906,79110000,33.400002,33.799999,32.299999,33.200001,32.9156,899800,1.2285,1.238,1.2393,1.2271,0,69.07,69.53,69.82,68.1,196040,0,65.68,66.97,67.06,65.34,0,36230,36250,36400,35760,150,0,2.307,2.245,2.331,2.2430000000000003,1,1224.0,1235.8,1240.25,1219.25,0,803.2,805.85,806.9,800.4,1,1175,89.36,88.665,89.495,88.65,42740,1,18.85,19.110001,18.65,18.75,18.172365,46715200,25.15,25.24,24.73,24.959999,24.959999,11508000 +2014-12-08,114.970001,116.160004,114.459999,115.779999,115.779999,5224500,207.520004,208.119995,205.929993,206.610001,189.726563,108588200,17954.93945,17960.56055,17804.2793,17852.48047,17852.48047,88680000,34.0,34.799999,32.349998,34.200001,33.907028000000004,1444700,1.2317,1.2278,1.2344,1.2246,1,66.19,68.79,68.79,65.93,191670,0,63.03,65.52,65.61,62.84,0,36595,36610,36913,36537,13980,1,2.259,2.31,2.347,2.2430000000000003,0,1232.5,1222.15,1237.85,1220.75,1,797.8,803.35,807.7,796.5,0,1175,89.04700000000003,89.435,89.565,88.91,45090,0,19.02,19.25,18.27,18.889999,18.30805,52915800,24.48,24.5,23.83,23.91,23.91,15299600 +2014-12-09,117.040001,118.989998,116.980003,118.190002,118.190002,10467200,204.369995,206.600006,203.910004,206.470001,189.597977,125180100,17847.36914,17847.36914,17629.57031,17801.19922,17801.19922,100400000,35.0,37.799999,34.849998,36.0,35.691608,1593800,1.2375,1.2317,1.2448,1.2292,1,66.84,66.0,67.04,65.29,190520,1,63.36,63.14,64.34,62.39,1,38521,36797,38730,36711,35290,1,2.213,2.264,2.271,2.187,0,1248.1,1231.95,1256.25,1223.35,1,812.1,798.3,806.4,798.3,1,1175,88.69200000000002,89.21,89.28,88.155,64120,0,19.52,20.17,19.43,19.77,19.160938,78927800,23.870001000000002,24.32,23.74,24.200001,24.200001,12067000 +2014-12-10,118.150002,118.470001,117.809998,117.959999,117.959999,4277400,205.910004,205.979996,202.929993,203.160004,186.558502,159856400,17797.99023,17797.99023,17508.09961,17533.15039,17533.15039,115100000,35.75,36.799999,34.299999,34.599998,34.3036,1181900,1.2448,1.2374,1.2449,1.2361,1,64.24,66.25,66.36,63.56,249640,0,61.19,63.4,63.5,60.5,0,38668,38500,39042,38162,28670,1,2.173,2.218,2.23,2.155,0,1246.5,1248.05,1254.6,1239.15,0,821.8,819.4,819.4,819.4,1,1175,88.287,88.685,88.82,88.195,57050,0,19.76,20.209999,19.209999,19.209999,18.618191,61161000,23.67,23.68,22.950001,23.280001000000002,23.280001000000002,26212500 +2014-12-11,116.980003,118.379997,116.82,117.690002,117.690002,5214500,203.880005,206.190002,203.710007,204.190002,187.504318,159012800,17534.30078,17758.50977,17534.30078,17596.33984,17596.33984,90100000,34.299999,35.0,33.049999,33.150002,32.866024,1437600,1.2411,1.2448,1.2496,1.237,0,63.68,64.47,65.13,63.05,185630,0,59.11,61.19,61.75,59.03,0,38722,38668,38990,38330,19010,1,2.169,2.167,2.216,2.139,0,1241.35,1246.35,1252.6,1231.6,0,819.6,814.0,823.0,813.8,0,1175,88.682,87.97,88.795,87.935,45950,1,18.98,19.639999,18.860001,19.0,18.414663,41317400,22.969998999999998,23.370001000000002,22.629998999999998,22.68,22.68,21566900 +2014-12-12,117.389999,117.800003,116.68,117.410004,117.410004,4736500,202.639999,203.820007,200.850006,200.889999,184.473953,202330200,17590.05078,17590.05078,17280.83008,17280.83008,17280.83008,121950000,33.099998,33.150002,31.799999,32.049999,31.775446,1627200,1.2462,1.2413,1.2487,1.2384,1,61.85,63.01,63.66,61.35,153890,0,57.51,59.3,59.7,57.47,0,38707,38784,38899,38460,16120,0,2.083,2.171,2.171,2.083,0,1230.0,1241.05,1244.6,1225.85,0,816.55,820.35,820.35,811.5,0,1175,88.345,88.59,88.64,88.12,13160,0,18.950001,19.15,18.57,18.65,18.075447,43489900,22.33,22.370001000000002,21.809998999999998,21.93,21.93,26468600 +2014-12-15,116.220001,116.970001,114.360001,114.389999,114.389999,8796000,201.979996,202.529999,198.779999,199.509995,183.206741,189965800,17285.74023,17403.53906,17115.2793,17180.83984,17180.83984,114050000,31.4,32.150002,28.75,28.85,28.602859,1590600,1.2437,1.2462,1.2485,1.2414,0,61.06,61.2,63.25,60.2,107890,0,55.4,57.15,58.81,55.1,0,38315,38583,38889,38198,18480,0,2.115,2.0780000000000003,2.136,2.071,1,1212.95,1229.75,1231.6,1207.3,0,802.55,814.8,817.55,796.1,0,1175,88.57,88.145,88.6,88.145,780,1,18.360001,18.719999,17.32,17.34,16.805803,90290400,21.959999,22.049999,20.969998999999998,21.059998999999998,21.059998999999998,25743700 +2014-12-16,116.279999,116.5,114.07,114.949997,114.949997,9174000,198.580002,202.399994,197.860001,197.910004,181.737488,259543800,17173.07031,17427.43945,17067.58984,17068.86914,17068.86914,116640000,30.049999,30.5,28.85,29.1,28.850719,1216100,1.2511,1.2437,1.2571,1.2433,1,59.86,60.65,61.01,58.5,19700,0,55.62,55.52,57.27,53.72,1,36727,38191,38595,36162,47990,0,2.061,2.116,2.1180000000000003,2.009,0,1202.7,1212.75,1227.45,1195.05,0,784.0,804.8,806.0,801.25,0,1175,88.29700000000003,88.68,88.735,87.83,56870,0,17.91,18.0,17.08,17.1,16.573196,64026200,20.65,21.73,20.530001000000002,21.299999,21.299999,47696000 +2014-12-17,115.099998,115.480003,113.580002,114.269997,114.269997,9097300,198.440002,202.339996,198.289993,201.789993,185.30043,253910100,17069.16016,17389.30078,17069.16016,17356.86914,17356.86914,118220000,29.299999,31.1,29.15,30.9,30.635298,1462000,1.2343,1.2512,1.2517,1.2322,0,61.18,59.9,63.4,58.71,304050,1,55.81,55.6,59.08,54.31,1,36731,36762,37047,36226,22810,1,2.136,2.061,2.15,2.047,1,1195.15,1202.85,1206.55,1189.7,0,779.25,780.25,792.95,775.0,0,1200,89.32600000000002,88.19,89.365,88.085,60780,1,17.280001000000002,18.1,17.16,17.98,17.426085,90028100,20.959999,22.43,20.85,21.34,21.34,47424400 +2014-12-18,115.589996,115.809998,114.580002,115.150002,115.150002,5258100,204.740005,212.970001,203.919998,206.779999,189.882645,257633900,17367.84961,17778.40039,17367.84961,17778.15039,17778.15039,123940000,31.85,32.150002,31.0,31.9,31.62673,1202800,1.2286,1.2342,1.2353,1.2265,0,59.27,60.94,63.7,59.17,294890,0,55.55,56.53,59.43,54.75,0,36555,36899,37250,36449,22070,0,2.208,2.148,2.225,2.111,1,1199.1,1195.45,1214.85,1194.1,1,792.15,793.9,793.9,793.9,1,1225,89.477,89.25,89.615,89.12,33220,1,18.41,18.85,18.07,18.76,18.182056,62391200,21.68,21.75,20.540001,20.74,20.74,33130400 +2014-12-19,115.059998,115.220001,114.769997,114.769997,114.769997,4652300,206.429993,207.330002,205.610001,206.520004,190.690521,245084600,17778.01953,17874.0293,17746.55078,17804.80078,17804.80078,343690000,32.099998,32.599998,31.6,32.099998,31.825018,3064900,1.2228,1.2288,1.2305,1.2222,0,61.38,59.85,62.66,59.05,222070,1,56.52,55.5,56.91,54.2,1,36940,36453,37030,36452,16180,1,2.16,2.213,2.234,2.157,0,1196.8,1198.25,1203.7,1195.4,0,805.1,793.9,800.85,793.9,1,1225,89.84100000000002,89.51,89.88,89.38,28390,1,18.719999,19.030001,18.530001,18.530001,17.959141,46674500,21.23,22.1,20.93,21.959999,21.959999,27840900 +2014-12-22,114.809998,114.970001,112.410004,112.550003,112.550003,7483200,206.75,207.470001,206.460007,207.470001,191.567703,148318900,17812.25,17962.7793,17812.25,17959.43945,17959.43945,98460000,31.85,31.9,29.25,29.35,29.098577,1369300,1.2231,1.2226,1.2273,1.2216,1,60.11,61.99,62.97,59.84,195790,0,55.31,57.84,58.62,55.22,0,36155,36918,37150,35830,18140,0,2.156,2.165,2.19,2.149,0,1179.9,1196.95,1203.2,1176.0,0,815.25,805.7,812.0,805.65,1,1245,89.949,89.92,89.985,89.58,16460,1,18.4,18.5,17.360001,17.459999,17.033329000000002,73948700,21.389999,21.389999,20.860001,20.92,20.92,20581700 +2014-12-23,112.879997,113.32,112.610001,112.739998,112.739998,7763300,208.169998,208.229996,207.399994,207.75,191.826248,122167900,17971.50977,18069.2207,17970.16016,18024.16992,18024.16992,82890000,29.35,30.35,28.75,28.950001,28.702003,1025200,1.2172,1.2231,1.2247,1.2165,0,61.69,60.24,62.14,59.84,159860,1,56.77,55.56,57.73,55.23,1,36423,36138,36660,35924,17790,1,2.269,2.157,2.271,2.155,1,1192.85,1179.8,1194.2,1179.6,1,814.05,812.4,816.05,807.05,0,1245,90.326,89.945,90.405,89.845,26080,1,17.5,18.07,17.209999,17.299999,16.877241,41643500,20.940001000000002,21.77,20.940001000000002,21.559998999999998,21.559998999999998,16178600 +2014-12-24,112.830002,112.919998,112.660004,112.769997,112.769997,1501600,208.020004,208.339996,207.720001,207.770004,191.844696,42963400,18035.73047,18086.24023,18027.7793,18030.21094,18030.21094,42870000,28.85,30.15,28.85,29.85,29.594294,588500,1.2195,1.2172,1.2222,1.217,1,60.24,61.63,61.71,59.37,108670,0,55.89,56.84,57.19,55.11,0,36445,36360,36599,36319,9140,1,2.264,2.26,2.301,2.241,0,1190.15,1192.45,1193.45,1185.8,0,807.8,815.55,815.55,815.55,0,1245,90.223,90.245,90.315,90.08,13080,0,17.35,17.959999,17.16,17.77,17.335758,40803300,21.190001000000002,21.200001,20.84,21.049999,21.049999,9762600 +2014-12-26,114.82,114.980003,114.529999,114.830002,114.830002,3765600,208.309998,208.850006,208.25,208.440002,192.463348,57326700,18038.30078,18103.44922,18038.30078,18053.71094,18053.71094,52570000,31.0,31.299999,30.15,30.75,30.486582,619500,1.2176,1.2224,1.2228,1.2168,0,59.45,60.19,60.97,59.21,48780,0,55.13,55.93,56.66,54.58,0,37315,36655,37644,36655,19740,1,2.252,2.255,2.266,2.236,0,1216.15,1192.75,1219.4,1192.0,1,818.6,816.05,823.35,816.05,1,1245,90.31,90.12,90.37,90.07,6650,1,18.35,18.48,18.040001,18.24,17.794273,39305800,21.219998999999998,21.219998999999998,20.629998999999998,20.780001000000002,20.780001000000002,12554500 +2014-12-29,114.610001,114.639999,113.230003,113.669998,113.669998,12963700,208.220001,208.970001,208.139999,208.720001,192.721863,79643900,18046.58008,18073.03906,18021.57031,18038.23047,18038.23047,53870000,30.700001,30.700001,29.299999,29.549999,29.296862,760300,1.2152,1.2182,1.2221,1.2142,0,57.88,59.65,60.43,57.37,155110,0,53.72,55.13,55.82,52.98,0,36484,37377,37534,36431,17400,0,2.204,2.248,2.253,2.193,0,1203.6,1214.55,1220.95,1195.2,0,812.0,820.5,830.1,813.0,0,1245,90.496,90.31,90.605,90.08,22570,1,18.17,18.190001,17.75,17.82,17.384532999999998,39723400,20.950001,20.950001,20.02,20.299999,20.299999,21605900 +2014-12-30,114.989998,116.260002,114.900002,115.199997,115.199997,7987300,208.210007,208.369995,207.509995,207.600006,191.687714,73540800,18035.01953,18035.01953,17959.69922,17983.07031,17983.07031,47490000,30.35,30.950001,30.1,30.4,30.139582,1221800,1.2157,1.2151,1.2188,1.2123,1,57.9,57.93,58.39,56.74,154110,1,53.89,53.83,54.44,52.81,1,37352,36568,37746,36422,24640,1,2.192,2.202,2.209,2.167,0,1217.9,1203.95,1223.9,1201.65,1,804.2,809.7,814.45,799.25,0,1245,90.279,90.515,90.66,90.115,25190,0,18.17,18.709999,18.15,18.450001,17.99914,61264100,20.309998999999998,20.549999,20.17,20.290001,20.290001,17107800 +2014-12-31,114.889999,115.0,113.279999,113.580002,113.580002,7624200,207.990005,208.190002,205.389999,205.539993,189.785645,130333800,17987.66016,18043.2207,17820.88086,17823.07031,17823.07031,82840000,30.35,30.799999,29.75,30.4,30.139582,803800,1.2098,1.2155,1.2172,1.2096,0,57.33,57.35,57.68,55.81,148140,0,53.78,53.99,54.14,52.56,0,35990,37205,37324,35858,21330,0,2.17,2.1830000000000003,2.19,2.165,0,1209.15,1217.85,1220.45,1203.75,0,798.4,805.75,807.5,795.0,0,0,90.647,90.255,90.665,90.155,18530,1,18.27,18.6,18.049999,18.379999,17.930849,29107600,20.01,20.42,19.84,20.360001,20.360001,24301300 +2015-01-02,112.489998,114.800003,112.32,114.080002,114.080002,7109600,206.380005,206.880005,204.179993,205.429993,189.684052,121465900,17823.07031,17951.7793,17731.30078,17832.99023,17832.99023,76270000,29.75,32.049999,29.6,32.049999,31.775446,1155900,1.2003,1.2106,1.2111,1.2001,0,56.42,58.02,58.54,55.48,177980,0,52.69,53.93,55.28,52.2,0,36235,36498,36820,35698,27850,1,2.114,2.2,2.213,2.102,0,1203.2,1213.65,1215.6,1187.9,0,794.85,797.25,802.9,791.3,0,1245,91.383,90.81,91.49,90.8,44830,1,18.07,18.950001,17.950001,18.940001,18.477167,47287400,19.969998999999998,20.35,19.690001000000002,19.889999,19.889999,21106500 +2015-01-05,114.779999,116.0,114.730003,115.800003,115.800003,8168500,204.169998,204.369995,201.350006,201.720001,186.258423,169632600,17821.30078,17821.30078,17475.92969,17501.65039,17501.65039,116160000,32.5,33.599998,31.950001,33.549999,33.2626,1232300,1.1934,1.2003,1.2008,1.1883,0,53.11,56.25,56.3,52.66,289890,0,49.91,52.73,52.84,49.8,0,37026,36627,37196,36385,25520,1,2.0340000000000003,2.102,2.133,2.027,0,1212.95,1201.75,1219.1,1199.5,1,793.2,800.25,805.1,792.05,0,1245,91.622,91.73,92.05,91.55,42510,1,19.059999,19.469999,18.76,19.440001,18.964947,46021100,19.33,19.360001,18.790001,18.790001,18.790001,31499500 +2015-01-06,116.220001,117.5,115.800003,117.120003,117.120003,11232300,202.089996,202.720001,198.860001,199.820007,184.504105,209151400,17504.17969,17581.05078,17262.36914,17371.64063,17371.64063,101870000,33.75,36.099998,33.5,34.799999,34.501888,1904200,1.1889,1.1933,1.1969,1.1884,0,51.1,53.2,53.6,50.52,338880,0,48.03,50.03,50.4,47.58,0,37914,37166,38136,37052,25880,1,1.938,2.037,2.039,1.887,0,1219.65,1212.9,1228.9,1209.3,1,800.4,794.0,810.0,794.0,1,1245,91.738,91.57,91.93,91.415,44990,1,19.629999,20.690001,19.540001,20.469999,19.969776,76091200,18.559998999999998,18.700001,18.0,18.049999,18.049999,42235000 +2015-01-07,116.470001,116.879997,116.169998,116.43,116.43,6434200,201.419998,202.720001,200.880005,202.309998,186.803207,125346700,17374.7793,17597.08008,17374.7793,17584.51953,17584.51953,91030000,33.849998,34.599998,33.299999,33.599998,33.312168,1536400,1.1839,1.1892,1.1898,1.1803,0,51.15,51.15,51.84,49.66,318280,1,48.78,48.05,49.36,46.88,1,37762,37550,37930,37211,21020,0,1.969,1.944,2.009,1.926,1,1220.65,1219.75,1224.75,1214.8,1,792.45,802.3,804.45,785.8,0,1220,92.115,92.0,92.51,91.9,43830,1,20.01,20.67,19.82,20.09,19.599064,45809700,18.299999,18.65,18.049999,18.370001000000002,18.370001000000002,31332600 +2015-01-08,116.449997,116.870003,115.849998,115.940002,115.940002,7033700,204.009995,206.160004,203.990005,205.899994,190.118027,147217800,17591.9707,17916.03906,17591.9707,17907.86914,17907.86914,114890000,33.75,34.150002,32.0,32.450001,32.17202,1309600,1.1793,1.1839,1.1848,1.1753,0,50.96,51.06,51.91,49.81,243420,0,48.97,48.86,49.73,47.81,1,36954,37612,37613,36850,21320,0,2.018,1.976,2.03,1.968,1,1220.3,1220.35,1227.75,1216.0,0,793.1,803.25,803.25,791.55,1,1210,92.602,92.235,92.76,92.22,28010,1,20.23,20.57,19.610001,19.790001,19.306395,46813900,18.280001000000002,18.59,18.059998999999998,18.549999,18.549999,26705500 +2015-01-09,116.510002,117.339996,116.5,117.260002,117.260002,7952200,206.399994,206.419998,203.509995,204.25,188.594528,150812300,17911.01953,17915.32031,17686.08984,17737.36914,17737.36914,93390000,32.900002,34.049999,32.700001,33.700001,33.411312,796200,1.1841,1.1793,1.1848,1.1763,1,50.11,51.25,51.44,48.9,285720,0,48.2,49.03,49.72,47.27,0,36833,36820,37199,36530,21890,0,1.95,2.018,2.028,1.943,0,1233.75,1220.2,1233.95,1219.8,1,800.15,792.1,803.5,791.05,1,1200,92.147,92.515,92.745,92.105,45230,0,20.129999,20.73,20.129999,20.709999,20.203911,55965200,18.4,18.5,17.860001,18.280001000000002,18.280001000000002,26371600 +2015-01-12,117.459999,118.709999,117.32,118.559998,118.559998,8318200,204.410004,204.600006,201.919998,202.649994,187.117142,144396100,17742.05078,17793.88086,17571.58008,17640.83984,17640.83984,92500000,33.849998,35.900002,33.799999,35.049999,34.749748,1241000,1.1834,1.1838,1.1871,1.1786,0,47.43,49.93,49.98,47.16,223920,0,45.7,48.22,48.22,45.65,0,36971,37074,37304,36847,15530,1,1.909,1.964,1.98,1.902,0,1239.25,1234.45,1246.4,1227.25,1,814.1,803.2,814.95,800.5,1,1200,92.184,92.04,92.53,91.865,32140,1,20.889999,21.76,20.780001,21.49,20.964849,62924400,17.76,17.76,17.389999,17.41,17.41,30762400 +2015-01-13,118.959999,119.190002,117.870003,118.160004,118.160004,7691300,204.119995,205.479996,200.509995,202.080002,186.590866,214553300,17645.01953,17923.00977,17498.23047,17613.67969,17613.67969,99360000,35.650002,35.700001,32.650002,33.5,33.213024,1327400,1.1772,1.1833,1.186,1.1753,0,46.59,47.06,47.29,45.19,208060,0,46.13,45.73,46.83,44.24,1,38158,37240,38290,37240,29690,1,1.905,1.905,1.945,1.864,0,1244.5,1239.3,1249.3,1237.5,1,815.7,810.6,820.0,807.75,1,1200,92.502,92.15,92.63,92.02,34170,1,21.870001,21.889999,20.309999,20.549999,20.047821,75387000,17.25,17.73,17.1,17.620001000000002,17.620001000000002,33007700 +2015-01-14,119.080002,119.32,117.900002,117.970001,117.970001,7727400,199.649994,201.100006,198.570007,200.860001,185.464355,192991100,17609.06055,17609.06055,17264.90039,17427.08984,17427.08984,109180000,34.299999,34.299999,32.200001,33.450001,33.163456,1255600,1.1789,1.1772,1.1846,1.1726,1,48.69,46.84,49.21,45.59,122340,1,48.62,46.2,48.95,45.05,1,37930,37900,38100,37025,30060,0,1.855,1.9,1.902,1.784,0,1235.2,1244.55,1248.65,1227.65,0,780.65,817.65,817.65,766.2,0,1190,92.345,92.46,92.635,91.8,50460,0,21.09,21.120001,19.879999,20.309999,19.813686,64255900,17.450001,18.48,17.27,18.27,18.27,42369300 +2015-01-15,120.410004,121.699997,120.339996,120.940002,120.940002,17692500,201.630005,202.009995,198.880005,199.020004,183.765396,176613900,17436.30078,17517.41016,17298.03906,17320.71094,17320.71094,94520000,34.650002,36.5,34.599998,35.75,35.443748,2771200,1.1631,1.1789,1.1795,1.157,0,47.67,48.68,50.62,47.0,17930,0,46.24,48.64,51.31,46.11,0,37922,37601,38389,37076,37800,0,1.7280000000000002,1.86,1.9,1.702,0,1259.9,1235.15,1267.05,1230.4,1,766.35,776.7,790.0,765.1,0,1180,92.608,92.37,93.3,91.495,80170,1,21.190001,21.65,21.059999,21.48,20.955093,84358300,18.540001,18.610001,17.42,17.450001,17.450001,50092700 +2015-01-16,121.730003,123.150002,121.709999,122.519997,122.519997,14428200,198.770004,201.820007,198.550003,201.630005,186.175339,211879600,17320.0,17528.36914,17243.55078,17511.57031,17511.57031,140480000,36.25,37.5,35.950001,36.950001,36.633476,1733700,1.157,1.1633,1.165,1.1462,0,50.17,48.25,50.41,48.07,293490,1,48.47,46.81,49.33,46.41,1,39061,38095,39380,37610,31700,1,1.831,1.724,1.839,1.6980000000000002,1,1268.65,1260.2,1272.2,1254.3,1,754.3,768.8,775.0,746.0,0,1180,92.89,92.565,93.565,92.38,60080,1,21.709999,22.33,21.68,22.16,21.618477,68948500,17.74,18.459999,17.719998999999998,18.33,18.33,37738600 +2015-01-20,123.629997,124.599998,123.489998,124.199997,124.199997,14957400,202.399994,202.720001,200.169998,202.059998,186.572357,129466200,17516.96094,17588.69922,17346.73047,17515.23047,17515.23047,119600000,38.049999,40.0,37.849998,38.900002,38.566769,1614100,1.1551,1.1606,1.1616,1.154,0,47.99,48.91,49.48,47.78,259580,0,46.39,48.69,48.77,45.89,0,39522,38900,39786,38900,28690,1,1.791,1.8,1.837,1.759,0,1278.55,1263.45,1288.85,1261.75,1,778.75,755.05,783.25,751.4,1,1180,93.349,93.05,93.385,92.84,32220,1,22.67,23.09,22.6,22.940001,22.379416,73274000,17.67,17.85,17.35,17.48,17.48,28446700 +2015-01-21,125.18,125.339996,123.370003,124.230003,124.230003,11082700,201.5,203.660004,200.940002,203.080002,187.514191,122942700,17509.96094,17599.58008,17396.03906,17554.2793,17554.2793,95530000,33.349998,34.0,30.049999,31.049999,30.784012,6016100,1.161,1.1553,1.1677,1.1542,1,49.03,48.29,49.59,48.21,268650,1,47.35,46.74,48.25,46.6,1,39923,39772,40580,39565,38610,1,1.875,1.796,1.875,1.773,1,1272.6,1278.95,1289.35,1270.75,0,768.8,775.5,782.8,767.25,0,1180,93.14,93.3,93.325,92.36,55510,0,23.200001,23.219999,22.1,22.540001,21.989195,60199000,17.719998999999998,18.030001000000002,17.6,17.77,17.77,23663900 +2015-01-22,125.07,125.580002,124.150002,125.230003,125.230003,10518400,203.990005,206.259995,202.330002,206.100006,190.302704,174356000,17557.28906,17840.89063,17482.53906,17813.98047,17813.98047,111980000,31.5,31.950001,30.4,31.450001,31.180586,1904300,1.1366,1.161,1.1648,1.1317,0,48.52,48.6,50.45,48.02,321470,0,46.51,47.39,49.13,45.91,0,40079,39795,40438,39401,32160,1,1.872,1.868,1.953,1.81,0,1282.75,1273.35,1290.15,1270.05,1,772.9,770.0,775.55,759.15,1,1180,94.362,93.08,94.765,92.67,60130,1,22.82,22.950001,22.32,22.42,21.872126,37732400,17.84,17.940001000000002,17.16,17.41,17.41,37781100 +2015-01-23,124.43,124.5,123.349998,124.230003,124.230003,6266900,205.789993,206.100006,204.809998,204.970001,189.259323,115637000,17812.5,17812.5,17667.5293,17672.59961,17672.59961,97110000,31.200001,31.200001,28.25,28.35,28.107143,2365300,1.1208,1.1366,1.1374,1.1114,0,48.79,49.11,49.8,48.55,245340,1,45.33,46.69,47.82,45.27,0,39965,39999,40260,39725,19040,0,1.789,1.875,1.875,1.781,0,1269.1,1282.95,1283.05,1265.7,0,774.85,769.75,775.45,765.0,1,1180,95.053,94.42,95.775,94.35,57850,1,22.219999,22.309999,21.620001,21.74,21.208742,50922300,17.18,17.469998999999998,16.959999,17.0,17.0,32067700 +2015-01-27,123.559998,124.639999,123.510002,124.400002,124.400002,9584800,202.970001,204.119995,201.740005,202.740005,187.200287,134044600,17638.5293,17638.5293,17288.31055,17387.21094,17387.21094,135940000,29.15,29.85,28.549999,29.75,29.495148,1846600,1.1381,1.1237,1.1423,1.1224,1,49.6,48.25,49.99,47.67,249570,1,45.78,45.17,46.59,44.86,1,39530,39468,39790,39083,19650,0,1.828,1.827,1.832,1.7480000000000002,1,1265.85,1253.5,1271.3,1248.05,1,782.05,791.75,796.8,791.75,0,1180,94.25,95.325,95.325,93.955,57000,0,22.360001,22.93,22.309999,22.879999,22.320883,52575300,16.92,17.41,16.9,17.209999,17.209999,23210600 +2015-01-28,123.519997,123.889999,122.940002,123.419998,123.419998,8470600,204.169998,204.289993,199.910004,200.139999,184.799545,168514300,17402.91016,17484.41016,17189.0,17191.36914,17191.36914,115980000,29.0,29.35,27.85,28.049999,27.809711,1439000,1.1288,1.1382,1.1385,1.1276,0,48.47,49.1,49.72,48.29,275150,0,44.4,45.86,45.86,44.11,0,39472,39332,39649,39307,15350,0,1.719,1.821,1.835,1.7,0,1256.8,1265.9,1267.6,1252.45,0,797.0,787.45,798.0,787.0,1,1180,94.727,94.365,94.9,94.195,33190,1,22.51,22.73,21.73,21.969999,21.433119,69658600,16.959999,17.09,16.5,16.559998999999998,16.559998999999998,40085000 +2015-01-29,121.989998,122.290001,120.260002,120.760002,120.760002,11998000,200.380005,202.300003,198.679993,201.990005,186.507751,173585400,17195.28906,17433.13086,17136.30078,17416.84961,17416.84961,111690000,27.049999,28.200001,26.75,27.85,27.650856,1404100,1.132,1.1287,1.1369,1.1261,1,49.13,48.69,49.25,48.37,236630,1,44.6,44.49,45.02,43.64,1,37286,39350,39350,37166,41500,0,1.756,1.727,1.785,1.714,1,1227.25,1256.85,1257.65,1212.65,0,772.35,797.05,797.05,770.65,0,1180,95.011,94.875,95.26,94.52,48160,1,21.42,21.74,21.08,21.59,21.062408,48279300,16.799999,16.809998999999998,16.299999,16.68,16.68,28619100 +2015-01-30,121.300003,123.550003,120.919998,123.449997,123.449997,14555900,200.570007,202.169998,199.130005,199.449997,184.162384,197729700,17416.84961,17419.90039,17156.82031,17164.94922,17164.94922,168560000,25.950001,26.200001,21.450001,23.9,23.729101,6627700,1.1288,1.1321,1.1366,1.1279,0,52.99,49.15,53.08,48.76,335020,1,47.77,44.71,48.43,44.39,1,38105,37380,38385,37201,26780,1,1.639,1.761,1.761,1.6369999999999998,0,1240.9,1226.6,1243.85,1217.7,1,773.15,775.0,783.25,771.7,1,0,94.998,94.895,95.135,94.675,30680,0,21.67,22.33,21.299999,22.290001,21.745302,51653100,16.74,18.07,16.73,17.82,17.82,47961500 +2015-02-02,121.839996,123.160004,121.82,122.419998,122.419998,8885200,200.050003,202.029999,197.860001,201.919998,186.443115,163107000,17169.99023,17367.67969,17037.75977,17361.03906,17361.03906,108090000,24.1,26.15,24.0,25.9,25.7148,3168800,1.1342,1.1284,1.1364,1.128,1,54.75,52.68,55.62,51.41,402070,1,49.84,47.65,50.62,46.73,1,38005,38118,38276,37642,18730,0,1.6740000000000002,1.653,1.712,1.649,1,1230.3,1237.85,1241.95,1223.8,0,788.8,774.35,788.9,771.7,1,1180,94.734,94.905,95.1,94.615,23090,0,21.83,22.68,21.799999,22.450001,21.90139,41388300,18.4,18.700001,17.93,18.620001000000002,18.620001000000002,41519800 +2015-02-03,121.739998,121.760002,120.57,121.050003,121.050003,8246600,203.0,204.850006,202.550003,204.839996,189.139313,122416200,17369.9707,17670.75977,17369.9707,17666.40039,17666.40039,112860000,25.700001,25.799999,24.65,24.85,24.67231,1323400,1.1481,1.1343,1.1534,1.1313,1,57.91,55.0,59.0,54.84,414590,1,51.62,49.85,54.3,49.75,1,38091,37792,39000,37703,31970,1,1.798,1.673,1.802,1.661,1,1234.65,1230.35,1242.6,1223.05,1,786.3,786.05,788.4,786.0,0,1180,93.724,94.71,94.925,93.385,58630,0,22.16,22.43,21.709999,21.870001,21.335566,52820100,18.950001,20.290001,18.860001,19.620001000000002,19.620001000000002,76164900 +2015-02-04,121.629997,122.220001,120.919998,121.580002,121.580002,5386700,203.919998,205.380005,203.509995,204.059998,188.419083,134306700,17664.99023,17782.2207,17603.21094,17673.01953,17673.01953,102560000,25.1,25.5,24.85,25.299999,25.119091,1195100,1.1347,1.1482,1.1486,1.1317,0,54.16,57.19,58.06,53.5,359740,0,48.7,51.7,52.59,47.98,0,38371,38390,38840,37970,23900,1,1.747,1.791,1.846,1.737,0,1244.6,1234.6,1247.6,1231.65,1,790.5,790.75,790.75,790.75,1,1180,94.165,93.95,94.7,93.77,21310,1,22.15,22.5,21.879999,22.27,21.725792,37901100,19.08,19.1,17.950001,18.280001000000002,18.280001000000002,66548700 +2015-02-05,120.980003,121.830002,120.610001,121.790001,121.790001,6879900,204.860001,206.300003,204.770004,206.119995,190.321167,97953200,17677.25977,17889.58008,17677.25977,17884.88086,17884.88086,79890000,25.049999,27.0,24.950001,26.549999,26.360151,1082500,1.1477,1.1345,1.15,1.1304,1,56.57,54.8,57.87,53.07,338820,1,50.78,48.86,52.28,47.55,1,37859,38485,38649,37410,31100,0,1.817,1.7380000000000002,1.829,1.7180000000000002,1,1251.55,1244.65,1257.55,1230.55,1,796.6,795.4,796.8,788.0,1,1190,93.732,94.66,94.665,93.56,28930,0,22.129999,22.59,22.0,22.58,22.028217,26392000,18.49,19.48,18.48,19.030001000000002,19.030001000000002,50186200 +2015-02-06,119.150002,119.519997,117.949997,118.639999,118.639999,12949800,206.559998,207.240005,204.919998,205.550003,189.794861,119694900,17881.53906,17951.08984,17764.40039,17824.28906,17824.28906,93610000,25.450001,26.4,25.1,25.25,25.069448,1417400,1.1315,1.1477,1.1488,1.1313,0,57.8,56.74,59.06,56.71,253310,1,52.2,51.02,53.32,50.88,1,37024,38011,38250,36731,30940,0,1.958,1.82,1.965,1.796,1,1223.85,1250.75,1258.55,1220.15,0,781.6,793.1,793.1,792.5,0,1190,94.851,93.73,94.92,93.68,48610,1,21.75,21.969999,21.309999,21.33,20.808762,83648300,19.18,19.879998999999998,19.110001,19.469998999999998,19.469998999999998,41504800 +2015-02-09,118.830002,119.400002,118.769997,119.169998,119.169998,5237200,204.770004,205.639999,204.139999,204.630005,188.945343,87219000,17821.49023,17821.49023,17685.32031,17729.21094,17729.21094,81590000,25.35,26.35,25.25,25.549999,25.367302,934700,1.1324,1.1315,1.1359,1.1271,1,58.34,57.93,59.61,57.3,213520,1,52.44,52.05,54.03,51.69,1,37798,37175,37964,37072,20610,1,1.978,1.941,1.986,1.886,1,1219.4,1228.55,1231.35,1210.2,0,780.6,783.0,785.0,777.05,0,1190,94.582,94.9,95.035,94.47,27720,0,21.530001,21.860001,21.52,21.690001,21.159964,31117400,19.780001000000002,20.18,19.68,19.77,19.77,34839200 +2015-02-10,118.629997,119.059998,118.209999,118.470001,118.470001,4085300,205.880005,207.119995,204.679993,206.809998,190.958282,96164200,17736.15039,17890.33984,17729.24023,17868.75977,17868.75977,89930000,24.5,24.6,23.35,24.35,24.175884,1205600,1.1321,1.1327,1.1347,1.1274,0,56.43,57.79,58.57,56.11,157170,0,50.97,52.49,52.71,49.92,0,37599,37661,37950,37179,22060,0,2.004,1.969,2.016,1.96,1,1207.75,1218.95,1225.6,1204.8,0,766.75,782.9,784.4,764.95,0,1190,94.853,94.63,94.98,94.45,32170,1,21.440001,21.49,21.129999,21.280001,20.759985,35880700,19.59,19.6,18.67,18.940001000000002,18.940001000000002,33741800 +2015-02-11,118.489998,118.57,117.0,117.07,117.07,6784400,206.610001,207.449997,205.830002,206.929993,191.069092,91087800,17867.85938,17897.21094,17759.65039,17862.14063,17862.14063,89890000,24.450001,24.75,23.450001,23.9,23.729101,1062900,1.1334,1.1321,1.1349,1.128,1,54.66,56.81,57.0,53.91,116810,0,49.37,51.07,51.23,48.14,0,37397,37656,37836,37251,18850,0,2.021,1.977,2.028,1.97,1,1198.4,1207.6,1214.05,1193.2,0,767.75,772.0,780.75,766.25,1,1190,95.09,94.805,95.23,94.75,24860,1,21.35,21.4,20.82,20.860001,20.350246,37436200,18.49,18.709999,18.01,18.51,18.51,36156300 +2015-02-12,117.68,117.82,117.089996,117.339996,117.339996,4344400,207.889999,208.990005,206.970001,208.919998,192.906555,97545900,17862.14063,17975.65039,17862.14063,17972.38086,17972.38086,117160000,24.5,24.5,23.75,24.200001,24.026957,616800,1.1403,1.1334,1.1423,1.1302,1,57.05,55.12,57.5,54.72,16210,1,51.25,49.58,51.75,49.3,1,37225,37250,37781,37050,23880,0,1.988,1.997,2.049,1.959,0,1201.1,1198.1,1207.35,1194.25,1,774.9,771.5,780.05,769.8,1,1190,94.198,95.015,95.1,94.075,41120,0,21.110001,21.27,20.889999,21.15,20.63316,36041000,19.040001,19.309998999999998,18.65,19.18,19.18,31924200 +2015-02-13,118.050003,118.580002,117.790001,117.980003,117.980003,4108900,209.070007,209.839996,208.759995,209.77999900000003,193.700638,93670400,17968.65039,18037.41016,17961.75977,18019.34961,18019.34961,85230000,24.5,25.549999,24.5,24.700001,24.523382,655500,1.1385,1.1403,1.1443,1.138,0,61.52,59.27,61.77,59.08,348800,1,52.53,51.61,53.69,51.3,1,38204,37500,38377,37333,26160,1,2.047,1.984,2.106,1.976,1,1208.15,1200.85,1214.9,1196.75,1,795.7,775.0,796.2,774.5,1,1190,94.279,94.32,94.415,93.975,20760,1,21.299999,21.559999,21.200001,21.26,20.740473,20499400,19.73,19.969998999999998,19.459999,19.620001000000002,19.620001000000002,30903900 +2015-02-17,116.400002,116.540001,115.580002,116.010002,116.010002,7225200,209.399994,210.320007,209.100006,210.110001,194.00531,76968200,18019.80078,18052.00977,17951.41016,18047.58008,18047.58008,98760000,24.4,25.25,24.1,24.950001,24.771593,881800,1.1412,1.1354,1.145,1.1322,1,62.53,61.68,63.0,60.27,277970,1,53.23,52.77,54.16,50.83,1,36374,37817,37817,36201,25390,0,2.145,2.017,2.152,1.998,1,1181.75,1208.25,1210.1,1168.75,0,784.55,792.05,795.1,778.0,0,1190,94.147,94.515,94.54,93.835,25850,0,20.74,20.91,20.5,20.57,20.067333,47904200,19.379998999999998,20.190001000000002,18.99,19.790001,19.790001,30491200 +2015-02-18,115.989998,116.529999,114.989998,116.339996,116.339996,8320400,209.660004,210.220001,209.339996,210.130005,194.023819,74848400,18045.7207,18048.69922,17982.19922,18029.84961,18029.84961,75090000,24.9,26.4,24.4,26.299999,26.11194,1336300,1.1397,1.1412,1.1418,1.1334,0,60.53,62.3,62.46,60.09,224100,0,50.54,53.4,53.57,50.48,0,36278,36513,36780,36170,24440,0,2.085,2.138,2.164,2.043,0,1173.35,1181.8,1183.35,1163.1,0,778.0,785.0,786.15,777.2,0,1180,94.257,94.195,94.625,94.045,24460,1,20.6,21.16,20.370001,21.040001,20.525848,62220600,19.549999,19.83,19.17,19.26,19.26,23944000 +2015-02-19,116.400002,116.540001,115.739998,115.940002,115.940002,6528700,209.410004,210.419998,209.240005,209.979996,193.885315,91462500,18028.66992,18028.66992,17924.59961,17985.76953,17985.76953,79130000,26.299999,26.35,24.9,25.1,24.920521,1156700,1.1366,1.1397,1.145,1.1355,0,60.21,59.54,60.99,57.8,303860,0,51.7,50.94,52.53,49.55,1,36420,36712,37135,36320,27780,1,2.122,2.082,2.126,2.043,1,1172.3,1173.25,1184.75,1164.15,0,788.4,781.0,791.6,776.55,1,1180,94.492,94.165,94.535,93.9,31840,1,21.059999,21.120001,20.42,20.540001,20.038067,44351800,18.450001,19.379998999999998,18.389999,19.1,19.1,48220100 +2015-02-20,116.099998,116.459999,115.050003,115.279999,115.279999,6681700,209.479996,211.330002,208.729996,211.240005,195.048721,140896400,17985.76953,18144.28906,17878.36914,18140.43945,18140.43945,111390000,25.6,26.85,25.5,25.799999,25.615515,1118900,1.1381,1.137,1.1431,1.128,1,60.22,60.2,61.15,59.82,221760,1,50.97,54.17,54.78,52.84,0,36314,36500,36760,36227,23660,0,2.115,2.119,2.141,2.045,0,1164.45,1172.25,1175.15,1156.65,0,780.85,787.0,789.35,777.9,0,1180,94.34,94.475,94.89,94.11,48780,0,20.65,20.93,20.42,20.450001,19.950268,28204700,19.07,19.17,18.639999,18.65,18.65,28544300 +2015-02-23,115.110001,116.220001,115.07,115.43,115.43,4812400,210.940002,211.210007,210.479996,211.210007,195.021072,74411100,18140.75977,18141.21094,18054.83984,18116.83984,18116.83984,83670000,25.5,26.700001,25.35,26.5,26.310511,921900,1.1332,1.1385,1.1414,1.1296,0,58.9,60.3,60.67,58.37,268640,0,49.41,50.78,51.03,48.7,0,36199,36262,36771,35791,30530,0,2.061,2.113,2.136,2.0540000000000003,0,1165.0,1165.4,1172.5,1155.7,0,787.6,780.55,788.75,775.8,1,1180,94.657,94.415,95.025,94.38,27310,1,20.33,20.74,20.209999,20.540001,20.038067,29428700,18.17,18.59,18.02,18.110001,18.110001,49834600 +2015-02-24,115.0,115.550003,114.290001,115.260002,115.260002,7598600,211.119995,212.050003,210.75999500000003,211.809998,195.575027,70943200,18112.57031,18231.08984,18098.73047,18209.18945,18209.18945,79310000,26.15,26.450001,25.549999,26.299999,26.11194,928900,1.1341,1.1336,1.136,1.1289,1,58.66,59.09,60.3,58.1,245520,0,49.11,49.5,50.41,48.76,0,35974,36314,36546,35760,30170,0,1.972,2.066,2.108,1.972,0,1168.8,1164.95,1170.0,1155.1,1,791.5,785.85,799.6,784.15,1,1180,94.561,94.66,95.07,94.5,36520,0,20.33,20.639999,20.209999,20.42,19.920998,26107300,18.41,18.469998999999998,18.02,18.040001,18.040001,18075100 +2015-02-25,115.830002,115.889999,115.330002,115.699997,115.699997,5032500,211.660004,212.240005,211.220001,211.630005,195.408829,73061700,18208.66992,18244.38086,18182.75977,18224.57031,18224.57031,80480000,27.5,28.450001,26.799999,27.200001,27.005507,1579700,1.1362,1.134,1.1389,1.1334,1,61.63,58.75,61.73,58.41,279650,1,51.07,49.21,51.33,48.48,1,36455,36200,36829,36200,22240,1,1.972,1.988,2.002,1.957,1,1174.15,1167.05,1177.25,1164.15,1,809.3,792.9,810.0,792.2,1,1180,94.235,94.445,94.475,94.165,25310,0,20.620001,20.950001,20.549999,20.790001,20.28196,42515900,18.15,18.799999,17.82,18.65,18.65,38292100 +2015-02-26,116.540001,116.550003,115.830002,116.07,116.07,4025400,211.520004,211.710007,210.649994,211.380005,195.177979,72697900,18224.41016,18239.42969,18157.07031,18214.41992,18214.41992,81500000,27.85,28.1,27.0,27.65,27.452288,1240800,1.1198,1.1361,1.1381,1.1184,0,60.05,61.85,62.63,59.66,261450,0,48.92,51.03,51.25,47.83,0,36628,36650,37098,36559,21500,1,2.031,1.972,2.0380000000000003,1.931,1,1177.85,1173.75,1192.45,1171.15,1,810.25,808.9,815.5,806.0,1,1180,95.336,94.26,95.41,94.075,56170,1,21.120001,21.15,20.889999,20.959999,20.447803,23794700,18.280001000000002,18.43,17.58,18.030001000000002,18.030001000000002,40116700 +2015-02-27,116.739998,117.07,116.160004,116.160004,116.160004,8255600,211.25999500000003,211.580002,210.600006,210.660004,194.513199,108076000,18213.25977,18213.25977,18132.38086,18132.69922,18132.69922,101110000,27.75,29.0,27.75,29.0,28.792633,1416900,1.1195,1.1199,1.1248,1.1178,0,62.58,60.75,62.83,60.51,255020,1,49.41,49.16,50.13,48.66,1,36393,36627,36745,36231,18700,0,1.996,2.026,2.052,1.993,0,1188.7,1177.75,1191.45,1167.15,1,818.45,813.5,818.9,804.0,1,0,95.321,95.23,95.44,94.855,33730,0,21.17,21.48,21.110001,21.280001,20.759985,33900100,18.110001,18.35,17.82,18.1,18.1,28470300 +2015-03-02,116.5,116.639999,115.620003,115.68,115.68,7993300,210.77999900000003,212.059998,210.720001,211.990005,195.741257,87491400,18134.05078,18288.63086,18122.58984,18288.63086,18288.63086,89790000,26.15,27.65,25.950001,26.85,26.658007,1806700,1.1185,1.1187,1.1242,1.1159,0,59.54,62.5,62.5,59.34,286070,0,49.76,49.5,51.09,48.76,1,36646,37000,37180,36600,2740,0,2.089,2.005,2.096,1.991,1,1187.4,1184.8,1193.65,1182.8,1,830.3,819.45,832.1,816.0,1,1180,95.479,95.375,95.555,95.1,20480,1,21.309999,21.35,20.639999,20.76,20.252691,51326400,18.129998999999998,18.76,18.02,18.32,18.32,23907700 +2015-03-03,116.040001,116.610001,115.349998,115.470001,115.470001,4738300,211.470001,212.050003,210.080002,211.119995,194.937943,110325800,18281.94922,18281.94922,18136.88086,18203.36914,18203.36914,83830000,27.0,27.700001,25.799999,25.950001,25.764444,1252600,1.1176,1.1183,1.1219,1.1155,0,61.02,60.0,61.81,59.84,281780,1,50.63,49.89,50.92,49.55,1,36399,36789,36798,36198,700,0,2.122,2.08,2.128,2.073,1,1186.45,1187.15,1196.8,1177.55,0,831.15,826.3,832.2,826.3,1,1180,95.408,95.505,95.595,95.135,21800,0,20.84,21.049999,20.290001,20.379999,19.881975,36239400,18.32,18.67,18.18,18.49,18.49,22874500 +2015-03-04,115.699997,115.790001,115.019997,115.110001,115.110001,4756000,210.399994,210.490005,209.059998,210.229996,194.11618,105665800,18203.36914,18203.36914,18029.5,18096.90039,18096.90039,80900000,25.799999,26.35,25.450001,26.049999,25.863728,859600,1.1079,1.1178,1.1187,1.1062,0,60.55,60.85,60.94,59.47,260540,0,51.64,50.66,52.04,49.65,1,36378,36400,36525,36230,220,0,2.119,2.122,2.142,2.094,0,1183.7,1186.25,1188.05,1175.35,0,830.4,826.1,829.65,821.5,0,1180,95.986,95.385,96.07,95.365,57090,1,20.43,20.450001,19.99,20.040001,19.550283,34045000,18.709999,19.1,18.24,19.01,19.01,32583500 +2015-03-05,115.43,116.120003,114.839996,115.0,115.0,5872200,209.419998,210.800003,209.850006,210.460007,194.328537,76873000,18096.90039,18160.34961,18087.65039,18135.7207,18135.7207,75840000,26.15,26.35,25.549999,25.549999,25.367302,667000,1.1031,1.1079,1.1115,1.0989,0,60.48,60.6,61.57,60.08,215120,0,50.92,51.69,52.47,50.68,0,36217,36550,36550,36199,80,0,2.117,2.112,2.147,2.096,0,1181.55,1183.6,1192.45,1178.1,0,825.0,823.35,823.35,822.4,0,1180,96.394,95.98,96.615,95.86,37530,1,20.200001,20.379999,19.940001,20.08,19.589308,19225600,18.84,19.1,18.610001,18.709999,18.709999,22765200 +2015-03-06,113.169998,113.260002,111.699997,111.860001,111.860001,11190800,210.460007,210.460007,207.100006,207.5,191.595413,188128000,18135.7207,18135.7207,17825.15039,17856.7793,17856.7793,113350000,24.799999,25.200001,23.799999,24.15,23.977314,1493900,1.0844,1.1033,1.1035,1.0842,0,59.73,60.75,61.3,59.17,181480,0,49.81,50.92,51.25,48.91,0,35972,36460,36460,35911,19840,0,2.247,2.121,2.259,2.101,1,1160.6,1181.15,1183.15,1156.85,0,818.05,812.45,820.9,812.45,0,1180,97.604,96.39,97.755,96.32,55090,1,19.48,19.48,18.51,18.58,18.125961,106781600,18.41,18.549999,17.969998999999998,18.24,18.24,27456000 +2015-03-09,112.419998,112.620003,111.949997,111.970001,111.970001,5534000,207.740005,208.789993,207.550003,208.360001,192.38945,89818900,17856.56055,18031.03906,17856.56055,17995.7207,17995.7207,85820000,24.25,24.4,22.75,23.25,23.08375,1097700,1.0852,1.0832,1.0908,1.0823,1,58.53,59.62,60.02,58.38,194780,0,50.03,49.64,50.83,49.3,1,35914,36000,36188,35838,15060,0,2.192,2.25,2.25,2.186,0,1147.5,1158.3,1159.0,1146.4,0,822.6,825.65,825.65,822.6,1,1180,97.58,97.77,97.845,97.31,45300,0,18.75,18.809999,17.91,17.91,17.472334,66267700,18.18,18.639999,18.139999,18.35,18.35,19729000 +2015-03-10,112.089996,112.349998,111.220001,111.419998,111.419998,7003100,206.710007,206.809998,204.929993,204.979996,189.268539,153901500,17989.56055,17989.56055,17662.93945,17662.93945,17662.93945,120450000,23.049999,24.0,22.85,23.200001,23.034107,887800,1.0698,1.0851,1.0856,1.0692,0,56.39,58.37,58.72,56.12,191780,0,48.71,50.16,50.44,48.28,0,35697,35846,35990,35557,23510,0,2.121,2.201,2.211,2.117,0,1130.55,1147.6,1148.9,1128.25,0,803.75,814.55,814.55,802.65,0,1180,98.615,97.765,98.655,97.765,71850,1,17.950001,18.25,17.48,17.67,17.238201,56945800,18.09,18.24,17.74,17.91,17.91,25942000 +2015-03-11,111.230003,111.25,110.160004,110.75,110.75,6550400,205.289993,205.5,204.399994,204.5,188.825348,110145700,17662.93945,17731.7793,17627.0,17635.39063,17635.39063,102120000,23.049999,23.85,22.1,23.65,23.480888,1079500,1.0547,1.0699,1.0718,1.0511,0,57.54,56.45,57.95,55.92,176060,1,48.4,48.82,49.1,47.38,0,35049,35725,35828,34887,26950,0,2.109,2.128,2.16,2.096,0,1121.4,1130.25,1136.75,1113.8,0,789.05,795.4,795.4,795.4,0,1160,99.785,98.565,99.97,98.465,88440,1,17.700001,18.26,17.290001,18.200001,17.755249,72568600,17.84,17.85,17.440001000000002,17.77,17.77,29810100 +2015-03-12,111.150002,111.199997,110.25,110.720001,110.720001,6631500,205.259995,207.179993,205.199997,207.100006,191.226059,93993500,17626.83984,17900.09961,17620.49023,17895.2207,17895.2207,111550000,24.049999,24.299999,23.049999,23.6,23.431248,916700,1.0635,1.0547,1.0684,1.0495,1,57.08,57.92,58.81,56.51,129730,0,46.94,48.49,48.81,46.91,0,35325,35173,35539,35080,22320,1,2.11,2.105,2.123,2.042,1,1117.55,1122.0,1131.7,1112.45,0,786.6,789.7,789.7,788.55,0,1160,99.411,99.66,100.065,98.64,72340,0,18.33,18.42,17.870001000000006,18.07,17.628428,50202100,17.77,17.809998999999998,17.34,17.440001000000002,17.440001000000002,23804900 +2015-03-13,111.099998,111.279999,110.510002,110.879997,110.879997,4557600,206.770004,207.929993,204.580002,205.830002,190.053421,162410900,17889.05078,17889.05078,17629.89063,17749.31055,17749.31055,113620000,23.700001,24.25,22.9,24.200001,24.026957,1151500,1.0495,1.0637,1.0639,1.0462,0,54.67,57.03,57.4,54.43,84090,0,44.98,46.98,47.34,44.8,0,35533,35422,35636,35370,17090,1,2.1180000000000003,2.116,2.148,2.084,1,1117.05,1117.65,1124.35,1113.25,0,788.35,790.9,790.9,789.7,1,1160,100.314,99.18,100.38,99.18,28710,1,18.16,18.17,17.559998999999998,18.07,17.628428,38433500,17.15,17.17,16.67,16.799999,16.799999,44606100 +2015-03-16,111.089996,111.209999,110.419998,110.809998,110.809998,3265300,206.710007,208.690002,205.860001,208.580002,192.592621,136099200,17751.24023,17988.5,17751.24023,17977.41992,17977.41992,101760000,24.15,24.25,23.1,23.799999,23.629816,1148500,1.0568,1.0494,1.0621,1.0459,1,53.44,54.41,54.64,52.5,15640,0,43.86,44.89,45.08,42.92,0,35563,35571,35846,35352,19050,0,2.074,2.107,2.107,2.065,0,1108.15,1116.7,1121.4,1105.05,0,779.75,788.35,788.35,783.25,0,1160,99.482,100.23,100.29,99.44,7810,0,18.120001,18.280001,17.75,18.110001,17.667448,28041200,16.469998999999998,16.49,16.0,16.35,16.35,39701700 +2015-03-17,109.919998,111.349998,109.769997,110.209999,110.209999,8914600,207.690002,208.419998,206.979996,207.960007,192.020157,91167100,17972.2207,17972.2207,17785.78906,17849.08008,17849.08008,82560000,23.4,24.1,23.0,23.299999,23.133392,1249400,1.0598,1.0566,1.065,1.0551,1,53.51,54.1,54.38,52.57,240290,1,42.44,43.88,44.23,42.44,0,35356,35425,35650,35019,23550,0,2.052,2.08,2.08,2.0380000000000003,0,1094.45,1107.75,1109.35,1087.1,0,761.8,777.5,777.5,761.75,0,1160,99.949,100.1,100.265,99.58,44890,1,17.85,18.299999,17.75,17.93,17.491848,41083700,16.049999,16.24,15.9,15.96,15.96,30606800 +2015-03-18,110.330002,112.870003,110.089996,112.370003,112.370003,12628300,207.389999,211.270004,206.619995,210.460007,194.328537,220171200,17846.80078,18097.11914,17697.51953,18076.18945,18076.18945,130950000,23.25,24.299999,22.299999,24.25,24.076597,1784500,1.0867,1.0598,1.1033,1.0581,1,55.91,53.28,56.84,52.68,262440,1,44.7,42.66,45.49,42.18,1,35312,35331,35468,35130,17820,0,1.918,2.056,2.0580000000000003,1.906,0,1125.05,1093.75,1125.3,1087.65,1,764.3,776.7,776.7,776.7,1,1150,98.781,99.99,100.12,94.765,101770,0,17.879998999999994,18.879999,17.709999,18.84,18.37961,83355000,15.68,16.780001000000002,15.61,16.76,16.76,54247000 +2015-03-19,111.849998,112.580002,111.580002,112.290001,112.290001,6537700,209.960007,210.470001,209.029999,209.5,193.442123,117917300,18072.58008,18072.99023,17934.24023,17959.0293,17959.0293,107820000,23.950001,24.6,23.700001,24.4,24.225527,1074400,1.0659999999999998,1.0866,1.0915,1.0613,0,54.43,56.18,56.2,53.91,209650,0,44.3,45.3,45.41,43.45,0,36371,35500,36436,35500,25480,1,1.97,1.916,1.989,1.899,1,1123.6,1125.1,1132.9,1111.7,0,765.45,775.75,776.0,775.75,1,1150,99.584,97.85,99.765,97.365,96930,1,18.700001,18.889999,18.450001,18.709999,18.252785,30136900,15.94,16.34,15.91,16.08,16.08,32420800 +2015-03-20,112.709999,114.0,112.669998,113.57,113.57,8033400,209.710007,211.020004,209.490005,210.410004,195.149399,177715100,17961.13086,18197.28906,17961.13086,18127.65039,18127.65039,333870000,24.75,25.75,24.75,25.450001,25.268019,4067500,1.0822,1.0661,1.0883,1.065,1,55.32,54.46,55.67,53.55,186670,1,45.72,43.99,46.53,43.31,1,37789,36466,37825,36239,31870,1,1.932,1.965,1.975,1.923,0,1137.65,1123.55,1143.85,1119.4,1,779.1,768.0,780.5,765.05,1,1150,98.171,99.3,99.46,97.695,87650,0,18.950001,19.48,18.889999,19.33,18.857635,55471900,16.549999,16.799999,16.379998999999998,16.43,16.43,29395700 +2015-03-23,113.699997,114.370003,113.489998,114.290001,114.290001,4234900,210.419998,211.110001,210.0,210.0,194.769135,71310300,18136.73047,18205.92969,18116.03906,18116.03906,18116.03906,98030000,25.450001,25.700001,24.950001,25.35,25.168734,1192600,1.0947,1.0837,1.0972,1.0768,1,55.92,55.24,56.19,54.12,191640,1,47.41,46.5,47.7,45.42,1,37781,37721,37990,37333,19470,0,1.909,1.925,1.942,1.906,0,1146.5,1140.7,1149.45,1134.25,1,770.7,779.1,782.0,770.2,0,1165,97.298,97.8,98.55,97.06,74920,0,19.459999,19.77,19.34,19.75,19.267372,37272100,16.459999,16.879998999999998,16.440001000000002,16.780001000000002,16.780001000000002,20934000 +2015-03-24,114.349998,114.650002,113.82,114.57,114.57,2979300,209.850006,210.399994,208.740005,208.820007,193.674713,77805300,18110.86914,18149.24023,18010.43945,18011.14063,18011.14063,87190000,25.450001,26.5,25.15,26.299999,26.11194,830700,1.0926,1.0947,1.1031,1.0892,0,55.11,55.83,56.79,54.85,197480,0,47.65,47.56,48.66,46.77,1,37991,37751,38098,37669,20020,1,1.873,1.92,1.925,1.866,0,1138.85,1146.65,1147.6,1132.45,0,763.7,776.9,777.0,762.35,0,1165,97.446,97.255,97.665,96.575,70360,1,19.809999,19.83,19.530001,19.639999,19.160059,27594500,16.969998999999998,17.01,16.709999,16.790001,16.790001,21248900 +2015-03-25,115.110001,115.139999,114.650002,114.730003,114.730003,3021400,209.070007,209.350006,205.710007,205.759995,190.83667,159521700,18012.60938,18041.9707,17718.53906,17718.53906,17718.53906,106560000,26.6,26.75,25.4,25.450001,25.268019,750300,1.0972,1.0926,1.1016,1.0901,1,56.48,55.09,57.17,54.7,256040,1,48.98,47.76,49.5,47.04,1,38158,37870,38340,37750,18350,1,1.927,1.878,1.932,1.852,1,1143.2,1138.75,1151.45,1135.15,1,765.4,763.0,769.75,761.7,1,1165,97.197,97.53,97.56,96.675,43560,0,19.85,19.91,19.35,19.360001,18.886902,32797200,17.049999,17.530001000000002,16.790001,17.360001,17.360001,31953900 +2015-03-26,115.730003,115.839996,115.339996,115.480003,115.480003,5495200,204.960007,206.369995,204.119995,205.270004,190.382202,153067200,17716.26953,17759.50977,17579.26953,17678.23047,17678.23047,117740000,26.0,26.200001,24.450001,24.75,24.573025,831300,1.0884,1.0969,1.1052,1.0856,0,59.19,56.35,59.78,56.3,334870,1,50.97,49.06,52.52,48.77,1,38613,38258,39090,38258,22740,1,1.996,1.927,2.012,1.89,1,1153.0,1143.7,1163.5,1142.65,1,773.0,767.05,773.1,767.05,1,1165,97.682,97.14,97.795,96.315,58870,1,19.68,19.879999,18.870001,19.07,18.603987,53919800,17.93,18.299999,17.65,18.209999,18.209999,43513700 +2015-03-27,115.139999,115.360001,114.449997,115.059998,115.059998,4921300,205.130005,205.949997,204.899994,205.740005,190.818115,109352100,17673.63086,17729.14063,17630.49023,17712.66016,17712.66016,103220000,24.5,24.799999,24.0,24.299999,24.126242,709300,1.0888,1.0886,1.0949,1.0802,1,56.41,58.97,59.04,55.95,223860,0,48.34,51.12,51.49,48.32,0,38395,38319,38650,37925,18980,0,1.96,2.0,2.002,1.944,0,1138.95,1152.9,1153.9,1137.6,0,740.65,745.05,746.55,745.05,0,1165,97.52,97.575,98.21,97.19,56440,0,18.93,19.15,18.629999,18.84,18.37961,34823400,17.91,17.91,17.120001000000002,17.139999,17.139999,31436300 +2015-03-30,113.900002,114.010002,113.540001,113.75,113.75,4383900,205.740005,208.610001,206.960007,208.25,193.146057,96180400,17727.48047,18008.64063,17727.48047,17976.31055,17976.31055,104040000,23.700001,24.200001,23.200001,23.25,23.08375,1024200,1.0834,1.0889,1.0897,1.0811,0,56.29,55.96,56.65,55.2,220110,0,48.73,48.61,49.19,47.64,1,37466,38200,38200,37412,18920,0,1.953,1.956,1.975,1.941,0,1119.9,1138.6,1138.8,1114.85,0,729.0,738.5,747.0,723.0,0,1165,98.281,97.62,98.375,97.575,39920,1,18.530001,18.719999,18.379999,18.469999,18.01865,37549400,17.299999,17.42,16.879998999999998,17.23,17.23,26075600 +2015-03-31,113.839996,114.279999,113.410004,113.660004,113.660004,4383300,207.259995,208.100006,206.360001,206.429993,191.458054,126768700,17965.36914,17965.36914,17773.01953,17776.11914,17776.11914,119470000,23.25,23.65,22.75,22.950001,22.785894,832600,1.0731,1.0833,1.0846,1.0713,0,55.11,56.31,56.33,54.72,238490,0,47.52,48.85,48.85,47.41,0,37169,37336,37671,37044,20630,0,1.927,1.954,1.968,1.923,0,1139.55,1120.1,1144.6,1115.35,1,735.3,730.3,739.35,723.45,1,0,98.661,98.25,99.005,98.14,45400,1,18.540001,18.639999,18.16,18.24,17.794273,34256400,16.99,17.24,16.790001,16.84,16.84,23077000 +2015-04-01,114.559998,115.989998,114.540001,115.599998,115.599998,7275800,206.429993,206.429993,204.509995,205.699997,190.780991,132644700,17778.51953,17778.51953,17585.00977,17698.17969,17698.17969,103360000,23.5,24.799999,23.4,24.799999,24.622665,1119200,1.0764,1.0735,1.0801,1.0719,1,57.1,55.18,57.69,54.7,256900,1,49.61,47.63,50.53,47.13,1,37900,37344,38080,37030,25590,1,1.859,1.93,1.947,1.852,0,1161.2,1139.6,1169.05,1133.2,1,748.85,733.8,749.95,732.8,1,1165,98.475,98.73,98.975,98.255,48580,0,18.540001,19.25,18.459999,19.209999,18.740568,82293300,17.0,17.879998999999998,16.93,17.58,17.58,34552200 +2015-04-02,115.470001,115.720001,114.68,115.279999,115.279999,3884100,205.619995,206.979996,205.399994,206.440002,191.467346,86900900,17699.51953,17815.0293,17673.49023,17763.24023,17763.24023,87370000,24.5,24.65,23.799999,24.25,24.076597,1204800,1.0884,1.0764,1.0905,1.0751,1,54.95,56.72,57.28,54.0,288970,0,49.52,49.66,50.34,48.18,0,37349,37700,37729,37107,14210,0,1.913,1.859,1.916,1.831,1,1155.5,1161.65,1165.85,1150.6,0,746.3,748.55,754.95,740.6,0,1155,97.673,98.435,98.565,97.555,40550,0,19.07,19.35,18.76,18.99,18.525944,47542800,17.370001000000002,17.68,17.059998999999998,17.559998999999998,17.559998999999998,37392800 +2015-04-06,117.32,117.470001,116.519997,116.690002,116.690002,5914200,206.440002,208.449997,205.210007,207.830002,192.756531,114368200,17755.5,17941.78906,17646.80078,17880.84961,17880.84961,100850000,25.35,25.4,24.700001,24.9,24.721951,862700,1.0924,1.0991,1.1037,1.0911,0,58.12,55.18,58.24,55.08,126800,1,51.97,49.53,52.3,49.53,1,38163,37635,38588,37635,23540,1,1.899,1.831,1.911,1.826,1,1174.9,1174.7,1187.95,1172.5,1,768.8,748.0,778.0,746.75,1,1155,96.961,96.835,97.455,96.49,31130,1,19.629999,19.799999,19.469999,19.700001,19.218594,50548500,17.85,18.51,17.690001000000002,18.43,18.43,41292900 +2015-04-07,116.269997,116.510002,115.940002,116.110001,116.110001,2468500,207.860001,208.759995,207.240005,207.279999,192.246399,81236300,17884.32031,17983.11914,17871.21094,17875.41992,17875.41992,72150000,24.450001,25.1,24.35,24.549999,24.374454,566900,1.0816,1.0922,1.0957,1.0805,0,59.1,57.8,59.27,57.02,236710,1,53.27,52.02,54.2,51.23,1,37687,38140,38140,37563,17490,0,1.887,1.899,1.928,1.881,0,1170.05,1174.75,1175.85,1165.1,0,769.0,768.0,777.45,764.65,1,1155,98.056,97.25,98.255,97.11,39780,1,19.549999,19.629999,19.18,19.190001,18.721058,51149600,18.23,19.18,18.18,19.059998999999998,19.059998999999998,43949400 +2015-04-08,115.980003,116.029999,114.900002,115.470001,115.470001,5568500,207.550003,208.509995,207.080002,207.979996,192.89563,89351900,17877.61914,17976.19922,17822.23047,17902.50977,17902.50977,76820000,24.549999,24.75,23.549999,23.85,23.679461,873700,1.0781,1.0816,1.0888,1.0764,0,55.55,58.3,58.72,55.45,250560,0,50.94,53.24,53.29,50.43,0,36958,37718,37840,36761,21920,0,1.906,1.888,1.925,1.873,1,1164.3,1170.6,1177.95,1161.3,0,755.7,769.45,773.0,751.6,0,1155,98.131,98.115,98.42,97.46,48800,1,19.299999,19.43,18.9,19.09,18.623499,30498200,18.709999,18.75,17.879998999999998,18.07,18.07,38892700 +2015-04-09,114.800003,114.849998,114.480003,114.669998,114.669998,4706000,207.779999,209.179993,207.190002,208.899994,193.748932,85548900,17902.50977,17984.2207,17823.09961,17958.73047,17958.73047,86740000,23.6,23.75,23.25,23.5,23.331961,597100,1.0659,1.0781,1.0789,1.0638,0,56.57,56.1,58.02,55.97,174810,1,50.73,51.11,52.17,50.61,0,36283,36777,36777,36085,22160,0,1.963,1.902,1.967,1.876,1,1156.55,1163.85,1166.9,1155.5,0,762.4,754.85,764.5,752.1,1,1155,99.395,98.26,99.415,98.235,52510,1,18.870001,19.059999,18.77,18.91,18.447897,19143000,18.139999,18.49,18.0,18.030001000000002,18.030001000000002,18790000 +2015-04-10,116.0,116.190002,115.5,115.970001,115.970001,3932400,209.199997,210.089996,208.960007,210.039993,194.806244,72722900,17956.73047,18066.75977,17945.55078,18057.65039,18057.65039,116410000,24.0,24.299999,23.799999,24.25,24.076597,557800,1.0604,1.0659999999999998,1.0685,1.0569,0,57.87,56.84,58.12,56.25,137660,1,51.79,50.81,52.01,50.16,1,36713,36444,37164,36317,24910,1,1.949,1.963,1.967,1.919,0,1173.6,1156.8,1177.65,1156.45,1,776.05,760.9,779.0,760.45,1,1155,99.596,99.215,99.97,99.085,46420,1,19.280001,19.49,19.27,19.450001,18.974703,41732000,18.16,18.469998999999998,18.129998999999998,18.41,18.41,16313100 +2015-04-13,115.349998,115.389999,114.800003,115.139999,115.139999,3190100,209.869995,210.630005,209.029999,209.089996,193.92514,74436600,18052.32031,18107.57031,17974.81055,17977.03906,17977.03906,120090000,24.15,24.35,23.25,23.25,23.08375,838400,1.0568,1.0602,1.0619,1.052,0,57.93,58.02,59.54,57.46,119320,1,52.0,51.84,53.12,51.5,1,36560,36731,36820,36423,17240,0,1.93,1.949,1.982,1.926,0,1155.15,1174.55,1175.1,1149.2,0,771.4,778.0,788.0,765.15,0,1155,99.768,99.66,100.27,99.455,57810,1,19.48,19.49,19.200001,19.26,18.789345,24567200,18.73,18.799999,18.34,18.5,18.5,18524600 +2015-04-14,114.690002,115.07,114.389999,114.440002,114.440002,3649200,208.850006,209.710007,208.100006,209.490005,194.296143,73013500,17979.10938,18075.59961,17905.48047,18036.69922,18036.69922,82830000,23.6,24.6,23.549999,24.35,24.175884,735600,1.0654,1.0566,1.0709,1.053,1,58.43,58.17,59.24,57.76,106800,1,53.49,52.13,53.88,51.91,1,36325,36380,36570,35900,18280,0,1.9,1.928,1.932,1.855,0,1153.25,1155.1,1160.65,1141.35,0,762.5,769.4,770.75,755.0,0,1145,98.94,99.775,99.985,98.575,65990,0,19.280001,19.6,19.24,19.41,18.935678,24706200,18.73,19.030001000000002,18.639999,18.82,18.82,21512100 +2015-04-15,114.800003,115.599998,114.470001,115.43,115.43,3656000,210.050003,211.039993,209.949997,210.429993,195.167969,99529300,18045.71094,18160.51953,18045.71094,18112.60938,18112.60938,113610000,24.4,25.799999,24.4,25.549999,25.367302,1047800,1.0686,1.0655,1.0703,1.0572,1,60.32,58.74,60.45,58.74,21180,1,55.96,53.61,56.75,53.45,1,36581,36282,36639,36066,18480,1,1.89,1.891,1.918,1.872,0,1164.25,1153.3,1164.75,1147.1,1,767.1,764.4,775.0,758.55,1,1145,98.525,99.005,99.58,98.41,76200,0,19.57,20.02,19.42,19.98,19.491751,45624200,19.030001000000002,19.91,18.93,19.709999,19.709999,52135400 +2015-04-16,115.550003,115.660004,114.639999,115.029999,115.029999,3132300,210.02999900000003,210.979996,209.789993,210.369995,195.112289,68934900,18106.26953,18169.25977,18063.85938,18105.76953,18105.76953,89520000,25.950001,26.200001,25.0,25.1,24.920521,662400,1.0762,1.0684,1.0819,1.0625,1,63.98,62.9,64.95,62.0,293490,1,56.55,55.97,57.47,55.12,1,36487,36618,36850,36125,21490,0,1.895,1.895,1.926,1.869,1,1161.95,1164.2,1174.85,1153.65,0,779.75,771.4,783.5,768.0,1,1145,97.614,98.58,98.925,97.47,71190,0,20.040001,20.23,19.639999,19.74,19.257614,36435000,19.68,20.219998999999998,19.469998999999998,19.940001000000002,19.940001000000002,33753500 +2015-04-17,115.379997,115.790001,115.230003,115.599998,115.599998,3496300,208.940002,209.229996,207.009995,207.949997,192.867813,191113200,18102.56055,18102.56055,17748.5293,17826.30078,17826.30078,138860000,25.299999,25.6,24.299999,24.65,24.473738,593600,1.0807,1.0762,1.085,1.0737,1,63.45,64.02,64.5,62.95,220120,0,56.12,56.63,56.95,55.38,0,36455,36428,36890,36369,23160,0,1.865,1.891,1.912,1.844,0,1171.9,1161.9,1172.5,1160.0,1,782.95,780.0,785.95,777.1,1,1135,97.707,97.89,98.03,97.17,57700,1,19.84,20.059999,19.66,19.719999,19.238104,25575900,19.790001,20.07,19.549999,19.84,19.84,21790300 +2015-04-20,114.82,114.949997,114.32,114.720001,114.720001,3902200,209.059998,210.25,208.960007,209.850006,194.630005,82969100,17841.17969,18092.2207,17841.17969,18034.92969,18034.92969,103160000,24.5,24.9,24.049999,24.85,24.67231,487200,1.0737,1.0821,1.0825,1.0713,0,63.45,63.85,64.4,62.1,239800,0,56.66,56.82,57.83,55.51,1,36074,36777,36777,35950,24860,0,1.886,1.87,1.902,1.853,1,1150.2,1173.4,1174.2,1144.05,0,772.4,782.45,787.5,764.45,0,1135,98.16,97.6,98.305,97.515,35000,1,19.559999,19.85,19.450001,19.83,19.345417,22087700,19.610001,20.16,19.6,19.889999,19.889999,22228600 +2015-04-21,114.720001,115.559998,114.650002,115.379997,115.379997,3317700,210.669998,210.860001,209.240005,209.600006,194.398132,72559800,18034.23047,18109.69922,17929.63086,17949.58984,17949.58984,95180000,24.549999,24.9,24.299999,24.35,24.175884,532500,1.0736,1.074,1.0784,1.0661,0,62.08,63.52,63.52,61.65,218310,0,55.26,56.41,56.91,55.01,0,36157,36205,36515,36031,22130,1,1.911,1.884,1.919,1.865,1,1149.6,1150.25,1159.7,1145.5,0,774.55,771.25,779.0,768.05,1,1135,98.205,98.08,98.695,97.825,38930,1,19.85,20.07,19.68,19.969999,19.481995,18308100,19.82,19.959999,19.299999,19.450001,19.450001,23231900 +2015-04-22,114.830002,114.959999,113.769997,113.830002,113.830002,5696000,210.00999500000003,210.850006,208.899994,210.630005,195.35347,78264600,17950.82031,18056.01953,17887.75977,18038.26953,18038.26953,91260000,24.25,24.5,23.75,24.0,23.828386,730000,1.0726,1.0736,1.0802,1.0709,0,62.73,61.9,63.33,61.39,230060,1,56.25,56.43,57.28,55.82,1,35791,36080,36320,35591,24130,0,1.982,1.909,1.993,1.891,1,1132.55,1149.65,1150.65,1129.0,0,755.9,769.0,773.75,755.0,0,1135,98.138,98.18,98.35,97.615,34950,0,19.799999,19.889999,19.309999,19.309999,18.838125,52298200,19.459999,19.66,19.26,19.360001,19.360001,17294700 +2015-04-23,113.900002,114.959999,113.809998,114.660004,114.660004,3459500,210.149994,211.940002,210.00999500000003,211.160004,195.845032,102585900,18031.90039,18133.0293,17966.76953,18058.68945,18058.68945,100240000,24.1,24.65,23.9,24.5,24.324812,566100,1.0827,1.0726,1.0848,1.0667,1,64.85,62.88,65.58,62.22,326740,1,57.47,56.35,58.48,55.83,1,36111,35830,36194,35805,20190,1,1.954,1.98,1.989,1.935,0,1136.35,1132.6,1139.85,1126.5,1,769.6,763.5,763.5,763.5,1,1135,97.454,98.23,98.645,97.335,47030,0,19.34,19.889999,19.34,19.780001,19.296638,43056500,19.5,20.08,19.469998999999998,19.76,19.76,25409400 +2015-04-24,113.959999,114.07,112.769997,113.050003,113.050003,7152900,211.660004,211.970001,211.110001,211.649994,196.299484,61327400,18056.41992,18108.86914,18009.08008,18080.14063,18080.14063,119130000,24.25,24.6,23.450001,23.5,23.331961,967600,1.0874,1.0825,1.0901,1.0785,1,65.28,64.75,65.8,64.48,259490,1,57.45,57.59,58.01,56.55,0,35950,35972,36234,35677,21560,0,1.914,1.958,1.972,1.907,0,1123.85,1136.25,1138.2,1118.6,0,770.25,768.35,777.7,768.25,1,1145,97.099,97.535,97.74,96.9,53910,0,19.620001,19.83,19.360001,19.360001,18.886902,41542900,19.59,19.73,19.42,19.67,19.67,19317600 +2015-04-27,113.870003,115.82,113.669998,115.330002,115.330002,7487600,212.330002,212.479996,210.539993,210.770004,195.483307,79358100,18097.89063,18175.56055,18024.66016,18037.9707,18037.9707,121110000,23.85,24.700001,23.65,23.9,23.729101,1231300,1.0888,1.0873,1.0928,1.0821,1,64.83,65.47,65.61,64.4,189770,0,56.68,57.37,57.96,56.59,0,37148,36060,37323,36016,29060,1,1.926,1.91,1.949,1.895,1,1142.75,1123.5,1154.55,1117.95,1,782.45,770.05,785.45,767.0,1,1145,96.941,97.125,97.46,96.62,40080,0,19.610001,20.18,19.540001,19.76,19.277126000000006,56813000,19.780001000000002,19.9,19.440001000000002,19.52,19.52,15792900 +2015-04-28,115.360001,116.620003,115.339996,116.330002,116.330002,8054400,210.740005,211.5,209.330002,211.440002,196.104706,86863500,18035.90039,18119.65039,17917.35938,18110.14063,18110.14063,124930000,24.049999,25.15,24.0,25.049999,24.870878,1030800,1.0981,1.0894,1.0991,1.0859,1,64.64,64.74,65.49,63.9,196460,0,56.96,56.71,57.89,56.13,1,37527,37100,37600,36960,23970,1,2.003,1.924,2.007,1.916,1,1155.8,1142.75,1160.95,1140.6,1,781.15,778.0,782.45,770.85,0,1145,96.194,96.95,97.1,96.105,52160,0,19.879999,20.559999,19.879999,20.530001,20.028311,61169700,19.620001000000002,19.879998999999998,19.52,19.6,19.6,20846800 +2015-04-29,116.059998,116.389999,115.279999,115.510002,115.510002,7170400,211.440002,211.440002,209.600006,210.570007,195.297806,125684900,18093.68945,18096.46094,17953.68945,18035.5293,18035.5293,102080000,25.049999,25.75,24.799999,25.549999,25.367302,1309600,1.1132,1.0983,1.1189,1.096,1,65.84,64.64,66.72,64.13,238440,1,58.6,57.0,59.4,56.61,1,37714,37498,37790,37150,21970,1,2.046,1.986,2.081,1.98,1,1153.45,1155.85,1162.9,1151.15,0,784.75,776.2,785.0,772.25,1,1145,95.322,96.245,96.295,94.75,101560,0,20.530001,20.9,20.389999,20.719999,20.213667,48166600,19.639999,20.4,19.629998999999998,20.120001000000002,20.120001000000002,31333300 +2015-04-30,113.879997,113.879997,112.959999,113.470001,113.470001,9440300,209.880005,210.350006,207.619995,208.460007,193.340836,161304900,18033.33008,18033.33008,17774.89063,17840.51953,17840.51953,129180000,24.5,25.5,24.299999,24.799999,24.622665,1022400,1.1225,1.113,1.1269,1.1073,1,66.78,65.63,66.93,65.37,223480,1,59.74,58.6,59.9,58.43,1,36515,37350,37730,36060,24530,0,2.035,2.033,2.11,2.019,0,1142.35,1153.05,1156.15,1131.3,0,776.5,781.25,784.45,769.0,0,0,94.714,95.305,95.54,94.47,83920,0,20.18,20.26,19.860001,20.110001,19.618576,58552500,20.15,20.549999,20.09,20.51,20.51,19074900 +2015-05-01,112.419998,113.309998,112.279999,113.080002,113.080002,7597000,209.399994,210.770004,209.279999,210.720001,195.43692,103399700,17859.26953,18028.89063,17859.26953,18024.06055,18024.06055,91700000,24.5,25.9,24.299999,25.299999,25.119091,1517300,1.1202,1.1223,1.129,1.1176,0,66.46,66.78,66.93,65.52,189320,0,59.24,59.93,60.04,58.46,0,36540,36514,36658,36077,2090,1,2.112,2.049,2.124,2.046,1,1131.4,1142.4,1145.5,1126.4,0,773.75,776.5,781.0,770.5,0,1145,95.445,94.94,95.545,94.6,53210,1,19.91,20.27,19.889999,20.27,19.774666,30991700,20.299999,20.42,20.059998999999998,20.4,20.4,14546000 +2015-05-04,114.18,114.440002,113.879997,114.099998,114.099998,3648100,211.229996,212.020004,211.100006,211.320007,195.993423,70927200,18026.01953,18133.75977,18026.01953,18070.40039,18070.40039,86010000,25.700001,25.75,24.6,25.0,24.821238,963600,1.1146,1.1202,1.1226,1.1123,0,66.45,66.4,67.1,65.95,120210,0,58.98,59.36,59.79,58.52,0,37130,36901,37742,36763,530,1,2.146,2.133,2.148,2.087,1,1148.3,1129.55,1154.3,1129.15,1,782.65,773.7,784.0,772.1,1,1145,95.637,95.4,95.78,95.18,29210,1,20.59,20.66,20.280001,20.41,19.911242,20459700,20.26,20.309998999999998,20.1,20.280001000000002,20.280001000000002,14035600 +2015-05-05,114.889999,115.110001,114.389999,114.419998,114.419998,3856500,211.02999900000003,211.460007,208.729996,208.899994,193.748932,113326200,18062.5293,18086.00977,17905.71094,17928.19922,17928.19922,95340000,25.4,25.6,24.5,24.6,24.424097,676400,1.1186,1.1147,1.1223,1.1067,1,67.52,66.33,68.4,66.14,255640,1,60.67,58.98,61.13,58.66,1,37295,37100,37552,36970,410,1,2.182,2.148,2.201,2.117,1,1148.4,1148.25,1157.35,1142.6,1,794.95,780.2,798.0,777.75,1,1135,95.202,95.595,96.095,94.995,48160,0,20.620001,20.709999,20.1,20.219999,19.725883,30224300,20.82,21.0,20.73,20.76,20.76,27865700 +2015-05-06,114.589996,114.75,114.019997,114.360001,114.360001,3280700,209.559998,209.929993,206.759995,208.039993,192.951294,135060200,17934.81055,18019.75,17733.11914,17841.98047,17841.98047,100430000,24.85,24.950001,23.75,23.9,23.729101,772900,1.1353,1.1187,1.1372,1.1176,1,67.77,67.71,69.63,67.35,296740,1,60.62,60.81,62.67,60.63,0,37992,37969,38243,37742,23620,1,2.252,2.185,2.258,2.178,1,1143.85,1148.55,1150.75,1136.65,0,792.65,794.35,796.8,788.0,0,1135,94.175,95.3,95.345,93.96,77820,0,20.32,20.35,19.66,19.709999,19.228348,46000500,21.24,21.5,20.82,20.82,20.82,35374900 +2015-05-07,113.839996,114.010002,113.32,113.419998,113.419998,5455100,207.919998,209.380005,207.520004,208.869995,193.721054,88244900,17840.25,17973.07031,17796.93945,17924.06055,17924.06055,80920000,23.85,24.65,23.85,24.65,24.473738,658200,1.1267,1.1347,1.1393,1.1237,0,65.54,67.37,68.49,65.17,292890,0,58.98,60.72,61.34,58.53,0,37865,38025,38185,37640,24640,0,2.178,2.241,2.312,2.167,0,1132.55,1143.05,1144.65,1130.35,0,785.75,790.3,795.1,789.5,0,1135,94.749,94.25,94.94,93.975,43630,1,19.530001,19.84,19.280001,19.83,19.345417,48920300,20.790001,20.799999,20.110001,20.200001,20.200001,24544300 +2015-05-08,114.339996,114.43,113.589996,113.970001,113.970001,9963700,210.880005,211.860001,210.77999900000003,211.619995,196.271622,155877300,17933.64063,18205.23047,17933.64063,18191.10938,18191.10938,94960000,24.799999,25.1,24.299999,24.950001,24.771593,742000,1.1204,1.1267,1.129,1.1178,0,65.39,65.64,66.12,64.23,248590,0,59.45,59.11,59.98,58.23,1,37935,37800,38150,37620,24020,1,2.142,2.176,2.2,2.101,0,1141.75,1132.65,1145.5,1130.6,1,802.35,779.75,803.0,778.8,1,1120,94.904,94.745,95.175,94.25,57610,1,19.940001,20.07,19.639999,19.969999,19.481995,24672100,20.309998999999998,20.48,19.969998999999998,20.42,20.42,17487100 +2015-05-11,114.089996,114.309998,113.080002,113.529999,113.529999,2916700,211.570007,211.889999,210.520004,210.610001,195.3349,75708100,18187.7793,18199.94922,18089.10938,18105.16992,18105.16992,86050000,25.0,25.450001,24.9,25.299999,25.119091,365000,1.1155,1.1197,1.1207,1.1131,0,64.91,65.37,65.75,64.25,202510,0,59.3,59.52,59.95,58.84,0,37668,37923,38137,37549,20700,0,2.287,2.137,2.287,2.13,1,1126.1,1142.15,1143.2,1122.6,0,780.45,794.45,794.45,794.45,0,1110,95.1,94.88,95.345,94.865,27360,1,19.940001,20.16,19.790001,20.02,19.530777,15760400,20.48,20.540001,20.18,20.379998999999998,20.379998999999998,12749400 +2015-05-12,114.099998,114.669998,114.07,114.5,114.5,3256700,209.610001,210.630005,208.619995,209.979996,194.750595,119727600,18096.16016,18119.17969,17924.80078,18068.23047,18068.23047,89270000,25.299999,25.85,25.25,25.799999,25.615515,527500,1.1214,1.1155,1.1277,1.1134,1,66.86,64.77,67.46,64.68,183270,1,61.17,59.3,61.39,59.15,1,38364,37764,38477,37520,27940,1,2.247,2.276,2.366,2.234,0,1133.05,1126.6,1141.5,1126.25,1,786.4,782.0,790.7,782.0,1,1110,94.606,95.15,95.25,94.305,32140,0,20.08,20.34,20.07,20.290001,19.794176,32359200,20.49,21.0,20.450001,20.74,20.74,19553400 +2015-05-13,115.739998,116.93,115.68,116.550003,116.550003,11768200,210.470001,211.220001,209.740005,210.020004,194.787689,94667900,18070.36914,18132.78906,18039.19922,18060.49023,18060.49023,85180000,26.0,26.6,25.75,25.950001,25.764444,949600,1.1357,1.1214,1.1385,1.1204,1,66.81,67.32,68.17,66.41,120830,0,60.11,61.3,61.92,60.09,0,39524,38280,39630,38253,37260,1,2.295,2.26,2.298,2.189,1,1147.5,1132.5,1153.05,1130.1,1,790.7,786.85,792.25,784.2,1,1110,93.643,94.605,94.67,93.505,40880,0,20.59,20.889999,20.559999,20.780001,20.272203,48741500,21.07,21.200001,20.610001,20.610001,20.610001,23773400 +2015-05-14,117.279999,117.75,117.029999,117.18,117.18,6923000,211.240005,212.320007,210.910004,212.210007,196.818832,95934000,18062.49023,18255.21094,18062.49023,18252.24023,18252.24023,91580000,26.200001,26.799999,25.799999,25.85,25.665159,858200,1.141,1.1359,1.1447,1.1341,1,66.59,66.54,67.29,66.25,23190,0,59.7,60.15,60.89,59.41,0,39744,39280,40130,39273,32960,1,2.235,2.28,2.292,2.2230000000000003,0,1159.4,1147.3,1166.45,1147.0,1,780.8,785.35,790.4,776.9,0,1110,93.505,93.73,93.82,93.155,53550,0,20.99,21.25,20.709999,20.82,20.311224,49156300,20.799999,20.889999,20.4,20.530001000000002,20.530001000000002,17129800 +2015-05-15,116.800003,117.629997,116.68,117.529999,117.529999,4447300,212.440002,212.610001,211.860001,212.440002,197.032166,76510100,18251.9707,18272.7207,18215.07031,18272.56055,18272.56055,108220000,25.6,26.25,25.5,25.65,25.466587,586600,1.1452,1.141,1.1467,1.1324,1,66.81,66.75,67.0,65.37,206140,1,59.84,59.8,60.1,58.55,1,39951,39591,40049,39350,24870,1,2.148,2.23,2.234,2.132,0,1168.7,1159.35,1172.8,1150.9,1,796.3,781.0,796.9,781.0,1,1100,93.18,93.475,94.085,93.17,41580,0,20.639999,20.98,20.52,20.719999,20.213667,25460800,20.15,20.549999,20.049999,20.52,20.52,16858800 +2015-05-18,117.779999,117.879997,117.269997,117.519997,117.519997,5079500,212.240005,213.399994,212.160004,213.100006,197.644302,72785600,18267.25,18325.53906,18244.25977,18298.88086,18298.88086,79080000,25.799999,25.9,25.299999,25.450001,25.268019,327200,1.1315,1.1441,1.145,1.1298,0,66.27,66.91,67.88,65.92,198220,0,59.7,60.25,61.28,59.46,0,40470,40050,40574,40050,23200,1,2.234,2.153,2.2430000000000003,2.139,1,1174.3,1167.85,1179.6,1164.05,1,793.0,790.0,790.0,785.95,0,1100,94.269,93.31,94.32,93.285,36970,1,20.860001,20.93,20.65,20.75,20.242933,17987200,20.440001000000002,20.549999,20.23,20.440001000000002,20.440001000000002,15230500 +2015-05-19,116.550003,116.730003,115.650002,115.889999,115.889999,5052100,213.240005,213.570007,212.690002,213.02999900000003,197.579391,72114600,18300.48047,18351.35938,18261.34961,18312.39063,18312.39063,87200000,25.25,25.5,24.1,24.200001,24.026957,1051000,1.1149,1.1317,1.1328,1.1119,0,64.02,66.19,66.39,63.95,253350,0,57.26,59.54,59.63,57.09,0,39276,40326,40326,38856,37120,0,2.29,2.23,2.303,2.1830000000000003,1,1153.8,1174.25,1174.3,1147.85,0,776.55,786.5,788.9,776.2,0,1100,95.363,94.13,95.555,94.13,62670,1,20.459999,20.459999,19.99,20.0,19.511265,45125400,19.959999,20.02,19.58,19.629998999999998,19.629998999999998,28520400 +2015-05-20,116.029999,116.379997,115.760002,116.080002,116.080002,4432600,213.149994,213.77999900000003,212.5,212.880005,197.440262,76857500,18315.06055,18350.13086,18272.56055,18285.40039,18285.40039,80190000,24.35,24.6,24.200001,24.25,24.076597,330400,1.1093,1.115,1.1156,1.1063,0,65.03,64.49,65.18,64.1,210400,1,58.76,58.35,59.07,58.13,1,39290,39235,39550,38932,21870,1,2.257,2.28,2.285,2.228,0,1156.1,1153.65,1160.55,1148.2,1,778.3,778.25,787.4,774.95,1,1100,95.509,95.385,95.935,95.325,52440,1,20.059999,20.309999,20.02,20.08,19.589308,24315600,19.84,19.969998999999998,19.66,19.84,19.84,22755900 +2015-05-21,115.529999,116.0,115.470001,115.690002,115.690002,2514700,212.710007,213.75,212.50999500000003,213.5,198.015305,64764600,18285.86914,18314.89063,18249.90039,18285.74023,18285.74023,84270000,24.200001,24.4,23.950001,24.35,24.175884,447900,1.1113,1.1092,1.1181,1.108,1,66.54,64.89,66.88,64.83,250910,1,60.67,58.84,60.97,58.72,1,39166,39399,39455,38939,18560,0,2.195,2.248,2.257,2.1830000000000003,0,1154.75,1156.2,1159.65,1145.75,0,777.6,777.9,782.55,775.4,0,1080,95.329,95.635,95.755,95.05,39460,0,20.0,20.120001,19.889999,19.940001,19.452728,17569100,20.27,20.59,20.200001,20.5,20.5,26573600 +2015-05-22,115.510002,115.93,115.32,115.599998,115.599998,1779300,213.039993,213.539993,212.910004,212.990005,197.542282,57433500,18286.86914,18286.86914,18217.14063,18232.01953,18232.01953,78890000,24.299999,24.75,24.1,24.6,24.424097,503100,1.1018,1.1115,1.1211,1.1004,0,65.37,66.59,66.64,65.1,184550,0,59.97,60.69,60.83,59.39,0,38928,39200,39538,38773,23790,0,2.215,2.195,2.241,2.1630000000000003,1,1146.95,1154.35,1161.7,1144.55,0,784.0,771.4,771.4,771.4,1,1080,96.11,95.46,96.355,94.88,65470,1,19.950001,20.059999,19.82,19.83,19.345417,22209700,20.1,20.32,20.09,20.25,20.25,12854200 +2015-05-26,113.839996,114.230003,113.699997,113.910004,113.910004,5769600,212.399994,212.910004,210.199997,210.699997,195.418396,124308600,18229.75,18229.75,17990.01953,18041.53906,18041.53906,109440000,24.049999,24.15,23.549999,23.6,23.431248,827900,1.0873,1.0978,1.0985,1.0863,0,63.72,65.7,65.7,63.29,224130,0,58.33,60.1,60.3,57.76,0,38510,39040,39118,38324,26370,0,2.142,2.204,2.213,2.132,0,1126.5,1149.1,1149.9,1123.2,0,781.2,783.1,790.1,777.9,0,1080,97.407,96.54,97.47,96.53,62430,1,19.469999,19.48,19.18,19.25,18.779589,48088400,19.809998999999998,19.9,19.5,19.690001000000002,19.690001000000002,20395300 +2015-05-27,113.779999,114.019997,113.629997,113.889999,113.889999,2681100,211.25,212.979996,210.75999500000003,212.699997,197.273315,93214000,18045.08008,18190.34961,18045.08008,18162.99023,18162.99023,96400000,23.549999,23.799999,23.200001,23.65,23.480888,641000,1.0905,1.0873,1.0931,1.082,1,62.06,63.89,64.67,61.96,257060,0,57.59,58.45,59.09,57.49,0,38354,38583,38672,38255,16540,0,2.13,2.153,2.176,2.125,0,1119.75,1126.45,1131.05,1115.65,0,785.6,780.35,788.25,779.55,1,1080,97.474,97.315,97.88,97.005,55130,1,19.32,19.450001,19.17,19.440001,18.964947,25463000,19.459999,19.709999,19.389999,19.48,19.48,19496800 +2015-05-28,113.849998,114.160004,113.209999,114.019997,114.019997,5266000,212.330002,212.589996,211.630005,212.460007,197.050705,74974600,18154.14063,18154.14063,18066.40039,18126.11914,18126.11914,67510000,23.700001,24.15,23.450001,24.1,23.927671,441700,1.0949,1.0905,1.096,1.0869,1,62.58,62.2,62.95,61.24,238590,1,57.98,57.66,58.1,56.54,1,38296,38340,38450,38026,21310,0,2.135,2.135,2.153,2.116,1,1118.15,1119.75,1127.35,1108.95,0,784.8,786.4,788.9,780.65,0,1070,97.059,97.375,97.76,97.01,64030,0,19.34,19.639999,19.15,19.6,19.121037,28073800,19.219998999999998,19.559998999999998,19.09,19.559998999999998,19.559998999999998,26848100 +2015-05-29,114.139999,114.480003,114.0,114.099998,114.099998,3406700,212.380005,212.429993,210.820007,211.139999,195.826462,111964800,18128.11914,18128.11914,17967.74023,18010.67969,18010.67969,139810000,24.049999,24.25,23.700001,24.15,23.977314,296600,1.0988,1.0948,1.1006,1.0926,1,65.56,62.89,65.83,62.68,278460,1,60.3,58.06,60.8,57.81,1,38349,38365,38550,38217,15500,1,2.123,2.137,2.141,2.09,0,1112.4,1118.25,1119.8,1111.05,0,776.75,784.45,787.1,778.1,0,0,96.986,97.015,97.27,96.825,49480,0,19.65,19.790001,19.48,19.58,19.101526,16270600,19.610001,20.5,19.6,20.309998999999998,20.309998999999998,31812500 +2015-06-01,115.019997,115.5,113.900002,114.0,114.0,8254000,211.940002,212.339996,210.619995,211.570007,196.225296,93338800,18017.82031,18105.83008,17982.06055,18040.36914,18040.36914,85640000,24.4,24.5,23.65,23.85,23.679461,389800,1.0928,1.0989,1.0991,1.0888,0,64.88,65.59,65.8,64.25,217980,0,60.21,60.32,60.67,59.36,0,38242,38242,39150,38030,28630,0,2.1830000000000003,2.128,2.199,2.106,1,1104.35,1111.45,1123.95,1102.9,0,772.65,777.6,778.95,772.55,0,1060,97.473,96.99,97.76,96.975,50330,1,19.83,19.91,19.450001,19.49,19.013725,25069200,20.360001,20.48,20.040001,20.360001,20.360001,15483800 +2015-06-02,114.360001,114.650002,114.169998,114.459999,114.459999,3985700,211.020004,212.190002,210.270004,211.360001,196.030502,89527800,18033.33008,18091.86914,17925.33008,18011.93945,18011.93945,77550000,23.950001,24.4,23.75,24.25,24.076597,406300,1.1155,1.0928,1.1193,1.0915,1,65.49,64.9,65.88,64.58,245910,1,61.05,60.2,61.6,60.12,1,38447,38309,38550,38175,19870,1,2.266,2.185,2.277,2.176,1,1113.35,1104.4,1114.8,1101.35,1,768.2,773.0,773.75,770.7,0,1050,95.878,97.53,97.61,95.71,86880,0,19.639999,19.870001,19.57,19.780001,19.296638,32519600,20.530001000000002,20.799999,20.41,20.68,20.68,16841500 +2015-06-03,114.129997,114.370003,113.080002,113.639999,113.639999,4886100,212.0,212.669998,211.330002,211.919998,196.549927,87820900,18018.41992,18168.08984,18010.41992,18076.26953,18076.26953,73120000,24.049999,24.25,22.9,23.0,22.835537,1080700,1.1275,1.1151,1.1284,1.1079,1,63.8,65.38,65.4,63.5,262660,0,59.62,61.07,61.48,59.39,0,37948,38416,38472,37810,24540,0,2.361,2.259,2.388,2.254,1,1105.05,1113.4,1116.95,1100.8,0,757.8,769.6,769.85,755.9,0,1040,95.509,96.0,96.575,95.23,75830,0,19.620001,19.73,19.32,19.41,18.935678,37003600,20.49,20.74,20.049999,20.17,20.17,16725400 +2015-06-04,112.980003,113.150002,112.480003,112.839996,112.839996,5566600,211.070007,211.860001,209.75,210.130005,194.889725,151882800,18072.4707,18087.15039,17876.94922,17905.58008,17905.58008,93470000,22.85,22.950001,22.65,22.75,22.587324,437100,1.1239,1.1276,1.1381,1.1227,0,62.03,63.81,64.08,61.78,235210,0,57.99,59.66,60.02,57.91,0,37172,38000,38065,37114,26510,0,2.309,2.361,2.425,2.296,0,1101.0,1105.25,1109.3,1095.5,0,755.1,757.75,759.95,755.65,0,1040,95.493,95.43,95.625,94.67,62380,0,19.16,19.200001,19.040001,19.07,18.603987,26423400,19.92,19.98,19.549999,19.66,19.66,20375100 +2015-06-05,111.599998,112.389999,111.57,112.239998,112.239998,5561300,209.949997,210.580002,208.979996,209.770004,194.555832,121704700,17905.38086,17940.7793,17822.90039,17849.46094,17849.46094,89140000,22.5,23.1,22.299999,22.799999,22.636965,565000,1.1113,1.1239,1.1281,1.105,0,63.31,62.08,63.43,60.94,248870,1,58.92,58.03,59.27,56.86,1,37010,37176,37280,36725,24080,0,2.4090000000000003,2.316,2.442,2.314,1,1096.1,1100.95,1101.05,1088.55,0,750.4,754.7,756.9,754.2,0,1025,96.361,95.715,96.955,95.24,74990,1,18.82,19.0,18.67,18.83,18.369854,29508600,19.25,20.0,19.23,19.9,19.9,21114200 +2015-06-08,112.389999,112.660004,112.129997,112.57,112.57,3080600,209.639999,209.820007,208.389999,208.419998,193.303741,85339800,17849.46094,17852.34961,17760.60938,17766.55078,17766.55078,86300000,22.950001,22.950001,22.35,22.9,22.736252,371200,1.1292,1.1113,1.1307,1.108,1,62.69,63.06,63.38,62.47,205400,0,58.31,59.05,59.22,57.95,0,36861,37130,37220,36769,15960,0,2.382,2.4130000000000003,2.415,2.366,0,1102.75,1094.4,1103.9,1094.3,1,743.1,748.2,748.2,741.55,0,1000,95.323,96.445,96.595,95.08,57540,0,18.870001,19.030001,18.709999,19.02,18.555212,41120200,19.75,19.889999,19.549999,19.709999,19.709999,11200200 +2015-06-09,113.150002,113.230003,112.709999,112.82,112.82,3529900,208.449997,209.100006,207.690002,208.449997,193.331573,105034700,17766.94922,17817.83008,17714.9707,17764.03906,17764.03906,90550000,22.950001,23.200001,22.549999,22.65,22.488039,450100,1.1284,1.1292,1.1345,1.1214,0,64.88,62.81,65.23,62.72,223360,1,60.53,58.33,60.7,58.25,1,36863,36977,37177,36775,17140,1,2.442,2.388,2.449,2.354,1,1109.1,1102.95,1114.9,1102.45,1,739.4,744.65,744.65,743.9,0,1000,95.172,95.27,95.605,94.86,52050,0,19.08,19.23,18.76,18.77,18.311319,24942400,20.200001,20.389999,20.139999,20.209999,20.209999,15696100 +2015-06-10,114.139999,114.139999,113.690002,113.779999,113.779999,5452900,209.369995,211.410004,209.300003,210.960007,195.659515,134551300,17765.38086,18045.14063,17765.38086,18000.40039,18000.40039,96980000,23.200001,23.299999,22.5,22.700001,22.537683,442100,1.1326,1.1286,1.1387,1.1261,1,65.7,65.04,66.36,64.88,210400,1,61.11,60.61,61.86,60.48,1,36733,36956,37227,36682,20910,0,2.486,2.4330000000000003,2.495,2.4330000000000003,1,1114.55,1109.0,1119.5,1105.85,1,743.0,741.6,746.25,741.6,1,1000,94.651,95.1,95.255,94.3,82060,0,19.040001,19.139999,18.879999,18.959999,18.496675,30386300,20.790001,20.799999,20.43,20.639999,20.639999,22667900 +2015-06-11,113.269997,113.410004,112.919998,113.260002,113.260002,4434700,211.479996,212.089996,211.199997,211.649994,196.299484,73876400,18001.26953,18109.76953,18001.26953,18039.36914,18039.36914,89490000,22.549999,22.549999,21.6,21.75,21.594475,1237600,1.1258,1.1325,1.1332,1.1183,0,65.11,65.57,66.06,64.5,113460,0,60.53,61.2,61.59,60.27,0,36812,36786,36850,36450,22330,1,2.381,2.475,2.5,2.377,0,1107.65,1114.7,1117.1,1101.65,0,742.6,744.65,744.65,744.1,0,1000,94.98,94.74,95.63,94.635,37630,1,18.799999,18.860001,18.629999,18.74,18.282053,23837100,20.620001000000002,20.620001000000002,20.33,20.49,20.49,9285100 +2015-06-12,113.059998,113.5,112.959999,113.230003,113.230003,2998500,210.639999,211.479996,209.679993,209.929993,194.704224,135382400,18035.83008,18035.83008,17857.07031,17898.83984,17898.83984,83760000,21.6,21.75,20.700001,20.950001,20.800198,786600,1.1269,1.1258,1.1298,1.1151,1,63.87,64.87,64.95,63.68,101410,0,59.97,60.59,60.67,59.77,0,36594,36732,36830,36534,14240,0,2.39,2.384,2.406,2.334,1,1095.0,1107.55,1107.65,1094.35,0,738.15,738.65,738.65,738.65,0,990,94.987,95.1,95.665,94.67,36250,1,18.68,18.77,18.5,18.559999,18.106453,22851000,20.26,20.41,20.190001000000002,20.27,20.27,9692800 +2015-06-15,113.279999,114.150002,113.209999,113.730003,113.730003,5054000,208.639999,209.449997,207.789993,209.100006,193.934418,124384200,17890.75977,17890.75977,17698.41992,17791.16992,17791.16992,91920000,20.85,21.450001,20.700001,21.1,20.949123,692100,1.1284,1.1225,1.1294,1.1189,1,62.61,63.62,63.96,62.24,26680,0,59.61,59.94,60.02,58.77,0,37092,36675,37371,36507,24770,1,2.36,2.349,2.376,2.313,1,1088.45,1097.55,1097.55,1077.15,0,734.1,736.65,736.65,732.8,0,990,95.129,95.155,95.36,95.0,1760,1,18.51,18.83,18.42,18.59,18.135717,28170400,19.950001,20.200001,19.940001000000002,20.15,20.15,10051700 +2015-06-16,113.080002,113.449997,112.790001,113.32,113.32,4032500,208.929993,210.350006,208.720001,210.25,195.001022,85308200,17787.42969,17919.61914,17774.11914,17904.48047,17904.48047,77510000,20.9,20.950001,20.200001,20.6,20.452698,763700,1.1248,1.1283,1.1331,1.1206,0,63.7,63.8,64.41,63.42,279740,1,60.05,59.66,60.42,59.48,1,36848,36960,37125,36651,16820,0,2.309,2.352,2.356,2.307,0,1080.45,1088.5,1094.35,1078.3,0,732.75,734.4,734.4,734.4,0,990,95.262,95.12,95.5,94.81,35490,1,18.43,18.49,18.299999,18.35,17.901583,30638900,20.17,20.34,20.129998999999998,20.26,20.26,6442000 +2015-06-17,113.07,114.040001,112.629997,113.849998,113.849998,6456000,210.589996,211.320007,209.360001,210.589996,195.316299,126708600,17909.58008,17998.0,17839.65039,17935.74023,17935.74023,92410000,20.450001,21.049999,20.15,21.049999,20.899479,743100,1.1337,1.1249,1.136,1.1213,1,63.87,63.6,65.47,62.6,331880,1,59.8,60.12,61.47,58.94,0,36878,36818,37015,36652,14440,1,2.32,2.309,2.403,2.3040000000000003,1,1082.05,1080.3,1086.2,1071.8,1,720.3,730.0,731.0,730.0,0,980,94.49,95.27,95.59,94.31,58260,0,18.26,18.879999,18.23,18.83,18.369854,54948300,20.620001000000002,20.66,19.9,20.209999,20.209999,19734800 +2015-06-18,115.190002,115.610001,114.889999,115.32,115.32,8041300,211.309998,213.339996,210.630005,212.710007,197.282562,165867900,17944.60938,18174.73047,17944.60938,18115.83984,18115.83984,94460000,21.549999,21.549999,20.85,21.049999,20.899479,694300,1.136,1.1337,1.1438,1.1331,1,64.26,63.74,64.96,63.44,217210,1,60.51,59.85,60.96,59.32,1,36892,36990,37481,36842,30110,1,2.334,2.3,2.381,2.261,1,1084.45,1081.95,1096.1,1079.3,1,718.6,724.1,725.35,722.05,0,965,94.241,94.35,94.44,93.3,52560,0,19.139999,19.18,18.99,19.09,18.623499,38765100,20.34,20.450001,20.17,20.360001,20.360001,14864100 +2015-06-19,115.339996,115.459999,114.949997,115.120003,115.120003,4611600,211.460007,211.550003,210.360001,210.809998,196.471832,130478700,18116.24023,18117.71094,18010.58008,18015.94922,18015.94922,258300000,20.9,21.1,20.200001,20.450001,20.303772,1893500,1.1353,1.136,1.1393,1.1292,0,63.02,64.2,64.56,62.34,216170,0,59.28,60.78,60.84,59.16,0,36680,36879,36958,36250,19270,0,2.261,2.326,2.326,2.258,0,1084.7,1084.55,1089.1,1082.05,1,707.35,718.35,718.35,717.9,0,965,94.272,94.2,94.695,94.095,28080,1,19.030001,19.07,18.52,18.65,18.194252,45124600,20.040001,20.15,19.860001,20.02,20.02,14193700 +2015-06-22,113.790001,113.940002,113.339996,113.639999,113.639999,5763700,211.910004,212.589996,211.639999,211.889999,197.478378,70696000,18027.63086,18181.66992,18027.63086,18119.7793,18119.7793,77780000,20.049999,21.0,20.0,20.799999,20.651268,637700,1.1341,1.1363,1.1411,1.1312,0,63.34,62.57,63.74,62.1,216390,1,59.68,59.44,60.3,58.93,1,36736,36654,36900,36431,21900,1,2.374,2.286,2.378,2.279,1,1063.3,1082.95,1083.85,1058.8,0,695.4,699.15,699.15,694.6,0,965,94.515,94.275,94.64,93.99,30430,1,18.41,18.52,18.32,18.33,17.882072,27510800,19.92,20.25,19.879998999999998,20.16,20.16,11266900 +2015-06-23,112.959999,113.169998,112.790001,112.889999,112.889999,4522800,212.139999,212.440002,211.570007,212.050003,197.627457,68476800,18121.7793,18188.81055,18108.09961,18144.07031,18144.07031,75970000,20.6,20.9,20.5,20.700001,20.551985,432700,1.117,1.1341,1.1348,1.1135,0,64.45,63.21,64.89,62.76,266020,1,61.11,60.28,61.56,59.61,1,35938,36700,36721,35891,26960,0,2.414,2.374,2.4290000000000003,2.362,1,1069.0,1063.35,1075.15,1061.05,1,695.55,694.6,695.65,694.6,1,955,95.645,94.5,95.885,94.485,47350,1,18.25,18.52,18.25,18.370001,17.921097,21862400,20.02,20.57,19.959999,20.469998999999998,20.469998999999998,18136200 +2015-06-24,112.480003,112.739998,112.309998,112.589996,112.589996,2974700,211.720001,212.169998,210.470001,210.50999500000003,196.192215,92307300,18139.09961,18139.09961,17966.07031,17966.07031,17966.07031,104980000,20.700001,21.15,20.65,20.799999,20.651268,360400,1.1207,1.1171,1.1237,1.1156,1,63.49,64.66,65.05,63.01,256390,0,60.22,61.2,61.62,59.86,0,36182,35994,36265,35938,18920,1,2.373,2.4,2.416,2.365,0,1075.35,1068.5,1076.7,1064.85,1,695.45,697.45,697.45,696.05,0,925,95.418,95.58,95.73,95.125,35300,0,18.299999,18.48,18.25,18.360001,17.911341,14923600,20.370001000000002,20.620001000000002,20.040001,20.200001,20.200001,21365500 +2015-06-25,112.43,112.709999,112.32,112.440002,112.440002,2904700,211.100006,211.25,209.770004,209.830002,195.558472,97107400,17977.10938,18036.09961,17890.35938,17890.35938,17890.35938,78990000,20.85,20.950001,20.1,20.200001,20.055561,505400,1.1204,1.1204,1.1227,1.1153,0,63.2,63.5,63.95,62.72,213750,0,59.65,60.27,60.51,59.48,0,36106,36311,36313,35939,12960,0,2.412,2.365,2.423,2.364,1,1084.0,1075.05,1087.25,1072.25,1,679.15,695.45,695.45,674.55,0,910,95.387,95.42,95.7,95.26,26730,0,18.32,18.450001,18.17,18.18,17.735737,31516900,20.049999,20.120001000000002,19.92,19.98,19.98,12068000 +2015-06-26,112.199997,112.68,112.129997,112.559998,112.559998,4392600,210.289993,210.580002,209.160004,209.899994,195.623718,104174800,17892.0293,18013.15039,17892.0293,17946.67969,17946.67969,158120000,20.15,20.299999,20.0,20.049999,19.90663,515100,1.1166,1.1207,1.1221,1.1131,0,63.26,63.34,63.62,62.5,212120,1,59.58,59.74,60.04,58.84,0,35968,36090,36190,35416,23900,0,2.474,2.403,2.489,2.394,1,1084.1,1083.55,1084.75,1071.5,1,678.0,676.3,676.3,676.3,0,900,95.651,95.36,95.86,95.275,33080,1,18.15,18.26,18.059999,18.110001,17.667448,19863800,19.790001,20.09,19.73,19.98,19.98,10914900 +2015-06-29,112.809998,113.230003,112.529999,113.07,113.07,5820200,208.050003,209.830002,205.330002,205.470001,191.495026,202621300,17936.74023,17936.74023,17590.55078,17596.34961,17596.34961,116340000,19.799999,20.4,19.75,20.200001,20.055561,867300,1.1236,1.1031,1.1279,1.0954,1,62.01,62.85,62.96,61.35,266550,0,58.25,58.9,59.33,58.1,0,35854,36200,36429,35803,18460,0,2.3280000000000003,2.303,2.4090000000000003,2.292,1,1082.55,1081.6,1086.45,1068.5,1,666.45,674.3,681.95,665.2,0,875,94.95,96.41,96.695,94.85,72740,0,18.17,18.23,17.9,17.91,17.472334,28759800,19.59,19.73,19.49,19.51,19.51,18898400 +2015-06-30,112.239998,113.050003,111.839996,112.370003,112.370003,7897000,207.259995,207.320007,205.279999,205.889999,191.886459,182925100,17599.96094,17714.66016,17576.5,17619.50977,17619.50977,126460000,20.15,20.950001,20.0,20.700001,20.551985,990500,1.1138,1.1237,1.1246,1.1114,0,63.59,61.77,63.83,61.71,256880,1,59.0,58.41,59.83,58.08,1,35536,35778,35950,35272,18790,0,2.349,2.326,2.378,2.31,1,1079.35,1082.65,1087.15,1075.7,0,672.65,665.8,675.15,664.05,1,0,95.661,95.185,95.885,95.015,40810,1,17.83,18.049999,17.67,17.76,17.326002,32479300,19.74,20.0,19.65,19.879998999999998,19.879998999999998,14732600 +2015-07-01,112.120003,112.510002,111.940002,111.980003,111.980003,4409000,207.729996,208.029999,206.559998,207.570007,193.452179,135979900,17638.11914,17801.83008,17638.11914,17757.91016,17757.91016,87010000,20.6,21.0,20.049999,20.049999,19.90663,611500,1.1054,1.1139,1.1172,1.1042,0,62.01,63.02,63.35,61.84,266620,0,56.84,59.02,59.02,56.72,0,35376,35864,35864,35335,2850,0,2.427,2.373,2.444,2.349,1,1083.55,1076.7,1090.9,1076.7,1,701.2,674.65,702.25,673.35,1,825,96.509,95.795,96.555,95.64,45910,1,17.68,17.709999,17.26,17.290001,16.867487,35526400,19.540001,19.58,19.0,19.1,19.1,25025900 +2015-07-02,111.660004,111.839996,111.410004,111.760002,111.760002,3838600,208.070007,208.270004,206.809998,207.320007,193.219238,104373700,17763.32031,17825.49023,17687.51953,17730.10938,17730.10938,83080000,20.200001,20.5,20.0,20.450001,20.303772,546200,1.1084,1.1054,1.1124,1.1031,1,62.07,61.92,63.2,61.75,206000,1,56.5,56.89,57.98,56.53,0,35435,35300,35625,35147,600,1,2.386,2.4290000000000003,2.47,2.364,0,1084.55,1083.5,1087.5,1075.05,1,694.15,698.0,702.8,689.0,0,800,96.29,96.58,96.67,96.03,40950,0,17.389999,17.67,17.370001000000002,17.629998999999994,17.199177,35636600,19.16,19.42,18.93,18.93,18.93,18402500 +2015-07-06,111.709999,112.580002,111.629997,112.059998,112.059998,4259800,205.770004,207.649994,205.529999,206.669998,192.613419,117975400,17728.08008,17734.35938,17564.35938,17683.58008,17683.58008,90130000,20.25,21.0,20.15,20.65,20.502342,660000,1.1057,1.0993,1.1097,1.0969,0,56.54,60.0,60.0,56.38,294890,0,52.68,56.45,56.82,52.44,0,36181,36025,36320,35775,17620,1,2.29,2.274,2.346,2.274,1,1064.4,1080.75,1081.45,1049.1,0,676.15,692.8,694.05,665.05,0,800,96.477,96.77,96.87,96.195,38440,1,17.5,18.030001,17.389999,17.83,17.394289,34573800,18.32,18.33,17.58,17.73,17.73,41715000 +2015-07-07,111.080002,111.139999,110.050003,110.760002,110.760002,9073400,206.960007,208.169998,204.110001,208.009995,193.862274,173820200,17684.91992,17793.44922,17465.67969,17776.91016,17776.91016,105840000,20.200001,20.450001,19.85,19.950001,19.807348,898000,1.1012,1.1056,1.1061,1.0917,0,56.85,56.85,57.83,55.1,331590,1,52.91,52.84,53.52,50.66,1,34663,36002,36075,34011,44160,0,2.255,2.296,2.316,2.185,0,1032.45,1064.1,1069.65,1027.55,0,652.4,680.5,683.75,640.9,0,775,97.076,96.5,97.45,96.49,50120,1,17.440001000000002,17.459999,16.950001,16.99,16.574818,66785200,17.59,17.91,16.950001,17.76,17.76,43672000 +2015-07-08,111.379997,111.650002,111.080002,111.089996,111.089996,5694900,206.419998,206.759995,204.25,204.529999,190.618958,164020100,17759.00977,17759.00977,17496.2207,17515.41992,17515.41992,69830000,20.1,20.35,19.85,19.950001,19.807348,303400,1.1077,1.1012,1.1094,1.0974,1,57.05,57.25,57.75,55.87,301110,1,51.86,52.97,53.03,50.97,0,35000,34567,35167,34100,31630,1,2.197,2.256,2.256,2.176,0,1025.6,1032.55,1038.7,1010.95,0,652.5,648.0,648.0,648.0,1,775,96.472,96.905,97.09,96.205,39480,0,17.16,17.280001000000002,16.84,16.860001,16.447994,23785000,17.620001000000002,17.700001,17.07,17.379998999999998,17.379998999999998,23668700 +2015-07-09,111.800003,111.93,111.150002,111.360001,111.360001,3802900,207.039993,207.350006,204.770004,204.800003,190.870605,144113100,17530.38086,17764.84961,17530.38086,17548.61914,17548.61914,100520000,20.299999,20.299999,19.25,19.35,19.211637,561400,1.1038,1.1078,1.1126,1.0992,0,58.61,57.1,59.27,57.01,277590,1,52.55,51.91,53.62,51.55,1,35328,34950,35722,34711,29290,1,2.317,2.197,2.325,2.181,1,1022.65,1025.4,1041.25,1021.1,0,637.0,657.9,657.95,657.9,0,800,96.788,96.44,96.94,96.11,32280,1,17.129998999999998,17.190001000000002,16.77,16.93,16.516282999999998,14404800,17.799999,17.91,17.530001000000002,17.709999,17.709999,17266300 +2015-07-10,111.18,111.709999,111.029999,111.489998,111.489998,3594900,207.289993,207.979996,204.949997,207.479996,193.368332,129456900,17561.11914,17797.49023,17561.11914,17760.41016,17760.41016,85800000,19.35,19.450001,18.85,19.25,19.112352,663900,1.1164,1.1037,1.1218,1.1031,1,58.73,58.49,59.66,57.86,154370,1,52.81,52.49,53.9,51.97,1,35615,35469,35885,35342,17490,1,2.401,2.35,2.421,2.334,1,1033.15,1022.55,1039.4,1022.2,1,650.35,640.25,655.0,636.0,1,820,96.172,96.55,96.6,95.555,46500,0,16.98,17.0,16.629998999999998,16.75,16.340683,31843300,17.65,17.799999,17.42,17.67,17.67,17063800 +2015-07-13,110.43,111.139999,110.360001,110.989998,110.989998,4279300,208.990005,209.899994,208.940002,209.75999500000003,195.49321,106069400,17787.26953,17987.57031,17787.26953,17977.67969,17977.67969,86380000,19.0,19.15,18.4,18.700001,18.566284,813200,1.1004,1.1107,1.1197,1.0995,0,57.85,58.35,58.83,56.84,176870,0,52.03,52.19,53.2,51.3,0,35527,35625,35745,35241,20890,0,2.446,2.388,2.47,2.375,1,1034.15,1031.65,1037.85,1021.25,1,658.95,650.45,667.6,641.0,1,900,96.998,96.065,97.035,95.73,46050,1,16.530001000000002,16.809998999999998,16.4,16.790001,16.379707,17813200,17.4,17.83,17.35,17.51,17.51,16825300 +2015-07-14,111.0,111.080002,110.629997,110.739998,110.739998,2601000,209.720001,211.050003,209.649994,210.720001,196.387939,81709600,17974.60938,18072.82031,17956.16992,18053.58008,18053.58008,76740000,18.700001,19.450001,18.65,19.0,18.86414,359200,1.1012,1.1004,1.1084,1.0966,1,58.51,57.71,58.82,56.43,143120,1,53.37,52.02,53.45,50.9,1,35172,35437,35448,35080,18690,0,2.397,2.447,2.45,2.388,0,1028.2,1034.6,1036.55,1025.9,0,657.1,659.0,665.3,651.2,0,960,96.784,97.095,97.22,96.3,29550,0,16.780001000000002,16.940001000000002,16.68,16.700001,16.291904000000002,16502400,17.35,17.860001,17.32,17.719998999999998,17.719998999999998,19802400 +2015-07-15,110.0,110.190002,109.580002,110.160004,110.160004,9286200,210.729996,211.27999900000003,210.039993,210.630005,196.304092,97914100,18053.38086,18090.39063,18010.15039,18050.16992,18050.16992,80460000,18.85,18.85,17.950001,17.950001,17.821648,506300,1.0949,1.101,1.1035,1.093,0,57.05,58.63,58.81,56.86,79690,0,51.62,53.45,53.55,51.27,0,34696,35189,35238,34561,23280,0,2.356,2.39,2.432,2.345,0,1021.2,1028.15,1031.75,1014.75,0,642.9,653.4,659.85,637.0,0,1000,97.279,96.815,97.44,96.675,42320,1,16.530001000000002,16.58,16.27,16.309998999999998,15.911433,47109000,17.5,17.700001,17.15,17.23,17.23,28590500 +2015-07-16,109.669998,110.010002,109.599998,109.760002,109.760002,4629700,211.869995,212.300003,211.580002,212.270004,197.832535,106683300,18078.16016,18131.60938,18065.33008,18120.25,18120.25,85030000,17.950001,18.85,17.799999,18.6,18.466999,609600,1.0875,1.0947,1.0964,1.0856,0,57.51,57.31,58.21,56.95,14290,1,50.98,51.73,52.29,50.96,0,34504,34747,34790,34256,21550,0,2.356,2.374,2.398,2.338,1,1009.75,1021.5,1021.5,1006.3,0,630.95,629.0,629.0,629.0,0,1000,97.806,97.35,97.915,97.31,39390,1,16.280001000000002,16.280001000000002,16.1,16.15,15.755343,20774600,17.389999,17.4,17.0,17.049999,17.049999,19428100 +2015-07-17,109.110001,109.160004,108.400002,108.650002,108.650002,14858300,212.289993,212.550003,211.800003,212.470001,198.018936,89030000,18117.58008,18121.11914,18032.06055,18086.44922,18086.44922,106510000,18.25,18.450001,16.85,17.0,16.878439,812600,1.0829,1.0875,1.0907,1.0827,0,57.1,56.93,57.35,56.4,157130,0,50.8,50.98,51.3,50.21,0,34200,34421,34540,34121,16450,0,2.347,2.361,2.374,2.332,0,994.05,1009.8,1010.05,993.6,0,619.0,630.25,630.3,613.7,0,975,97.989,97.755,98.1,97.54,27100,1,16.049999,16.049999,15.37,15.43,15.052939000000002,67369900,17.040001,17.049999,16.780001000000002,16.99,16.99,23811900 +2015-07-20,106.599998,106.650002,105.620003,105.699997,105.699997,15751700,212.75,213.179993,212.210007,212.619995,198.158722,65523100,18085.91016,18137.11914,18064.5,18100.41016,18100.41016,75060000,16.1,16.700001,16.0,16.1,15.984876000000002,1561400,1.0827,1.0833,1.0872,1.081,0,56.65,57.12,57.44,56.33,161060,0,49.88,51.03,51.53,50.12,0,34145,34170,34473,33430,33730,0,2.38,2.36,2.396,2.342,1,973.4,996.45,997.1,947.35,0,611.05,604.0,604.0,604.0,0,850,98.161,98.09,98.31,97.865,26100,1,14.7,14.77,13.75,13.78,13.44326,169146000,16.93,16.969998999999998,16.690001000000002,16.690001000000002,16.690001000000002,16445500 +2015-07-21,105.809998,106.32,105.25,105.370003,105.370003,10519800,212.429993,212.740005,211.389999,211.75999500000003,197.357208,77965000,18096.66992,18096.66992,17868.33984,17919.28906,17919.28906,100170000,16.299999,17.25,16.25,16.35,16.233089,824200,1.0937,1.0825,1.097,1.0811,1,57.04,56.55,57.44,56.33,188880,1,50.36,49.95,51.02,49.77,1,34022,34057,34324,33882,19520,0,2.331,2.372,2.403,2.327,0,974.85,973.8,993.45,966.4,1,629.45,606.0,630.4,599.35,1,850,97.426,98.15,98.295,97.22,43420,0,14.06,14.53,14.02,14.12,13.774951,90063100,16.84,17.08,16.780001000000002,16.91,16.91,12817100 +2015-07-22,104.389999,105.089996,104.18,104.800003,104.800003,8349200,210.929993,211.770004,210.889999,211.289993,196.919159,88667900,17918.34961,17919.34961,17807.41016,17851.03906,17851.03906,112370000,16.0,17.1,15.8,16.450001,16.332375,815600,1.0934,1.0936,1.0966,1.0869,0,56.13,56.88,56.9,55.92,221460,0,49.19,50.75,50.75,49.08,0,33955,33988,34225,33663,25460,0,2.327,2.331,2.342,2.302,0,984.75,974.75,985.7,961.95,1,626.75,626.1,629.9,612.35,0,850,97.722,97.45,97.94,97.215,35540,1,13.82,14.28,13.67,14.08,13.735929,39924800,16.66,16.809998999999998,16.299999,16.34,16.34,27095700 +2015-07-23,104.980003,105.300003,104.199997,104.330002,104.330002,5779300,211.52999900000003,211.649994,209.75,210.139999,195.847366,90509100,17853.7793,17860.94922,17705.0293,17731.91992,17731.91992,88600000,16.700001,16.799999,15.6,15.8,15.687021,887300,1.0983,1.0928,1.1019,1.0922,1,55.27,56.04,56.53,55.1,207130,0,48.81,49.29,49.69,48.27,0,33904,34100,34384,33855,18180,0,2.269,2.325,2.343,2.268,0,981.8,984.5,999.5,974.1,0,617.85,627.55,641.5,613.55,0,850,97.226,97.6,97.635,96.95,41750,0,14.24,14.3,13.51,13.62,13.287169,69592000,16.440001000000002,16.49,16.02,16.139999,16.139999,22692200 +2015-07-24,103.610001,105.589996,103.43,105.349998,105.349998,11572700,210.300003,210.369995,207.600006,207.940002,193.797012,117755000,17731.05078,17756.53906,17553.73047,17568.5293,17568.5293,103470000,15.35,16.75,15.1,16.5,16.382015,1316000,1.0984,1.0983,1.0997,1.0926,1,54.62,55.39,55.6,54.3,195040,0,47.97,48.85,49.09,47.78,0,33702,33836,33863,33310,27520,0,2.262,2.275,2.286,2.255,0,988.15,981.55,990.45,969.3,1,622.6,617.75,627.9,610.0,1,850,97.346,97.3,97.745,97.215,27600,1,13.41,14.13,13.17,14.07,13.726173,141204200,16.18,16.18,15.86,16.030001000000002,16.030001000000002,23246200 +2015-07-27,104.940002,105.68,104.660004,104.860001,104.860001,10690100,208.0,208.0,206.259995,206.740005,192.678665,132361100,17561.7793,17561.7793,17399.16992,17440.58984,17440.58984,117860000,16.450001,17.299999,15.8,16.049999,15.935232999999998,1122100,1.1094,1.0974,1.113,1.097,1,53.47,54.45,54.89,52.83,226370,0,47.0,48.03,48.23,46.94,0,33930,33783,34145,33750,20630,1,2.216,2.262,2.266,2.21,0,982.95,988.55,992.55,976.0,0,613.1,620.8,631.55,611.25,0,850,96.605,97.36,97.41,96.36,48480,0,13.9,14.38,13.44,13.56,13.228635999999998,76274700,15.81,15.9,15.64,15.65,15.65,38041400 +2015-07-28,105.089996,105.330002,104.830002,105.019997,105.019997,5549200,207.789993,209.5,206.800003,209.309998,195.073837,123544800,17449.81055,17650.07031,17449.81055,17630.26953,17630.26953,103450000,16.200001,16.549999,15.9,16.049999,15.935232999999998,773700,1.1059,1.1089,1.1101,1.1022,0,53.3,53.08,54.08,52.28,290600,0,47.8,47.08,48.49,46.73,1,33765,33760,33839,33566,16740,0,2.25,2.221,2.266,2.219,1,984.4,983.05,987.15,976.95,1,621.6,613.0,623.15,611.75,1,850,96.863,96.66,97.075,96.555,24180,1,13.73,13.84,13.54,13.69,13.355459,39223000,15.76,16.09,15.64,15.85,15.85,21996900 +2015-07-29,104.93,105.629997,104.489998,105.169998,105.169998,5616900,209.479996,211.039993,209.309998,210.770004,196.43457,105791300,17631.40039,17776.7793,17629.19922,17751.39063,17751.39063,93140000,16.049999,16.450001,15.45,16.450001,16.332375,845300,1.0986,1.1061,1.1086,1.0967,0,53.38,52.99,54.33,52.51,290430,1,48.89,47.86,49.56,47.44,1,33975,33859,34250,33668,19760,1,2.289,2.259,2.297,2.252,1,988.45,984.45,989.9,977.7,1,615.6,619.25,627.0,612.95,0,850,97.077,96.705,97.35,96.555,31980,1,13.69,14.07,13.54,13.97,13.628617000000002,56984100,15.82,16.450001,15.8,16.24,16.24,34719700 +2015-07-30,104.029999,104.970001,103.860001,104.269997,104.269997,6652000,210.160004,211.020004,209.419998,210.820007,196.481171,91304400,17743.24023,17761.25,17640.84961,17745.98047,17745.98047,76650000,16.0,16.0,15.45,15.55,15.438809,702500,1.0933,1.0987,1.0992,1.0894,0,53.31,53.6,54.38,53.02,217290,0,48.45,48.88,49.41,48.39,0,34020,33982,34185,33750,20110,1,2.257,2.295,2.322,2.255,0,991.8,988.25,994.35,978.65,1,620.55,621.15,624.35,616.0,1,850,97.694,97.265,97.89,97.255,35190,1,13.66,13.83,13.4,13.48,13.15059,73229900,16.209999,16.370001000000002,16.059998999999998,16.1,16.1,13871500 +2015-07-31,105.410004,105.75,104.690002,104.93,104.93,6689200,211.419998,211.449997,210.160004,210.449997,196.136307,103266900,17755.86914,17783.58984,17671.58984,17689.85938,17689.85938,106120000,16.25,17.35,15.9,17.200001,17.077011,1109600,1.0988,1.0934,1.1114,1.0921,1,52.21,53.43,53.47,51.63,212820,0,46.77,48.56,48.71,46.8,0,34025,33900,34450,33625,29060,1,2.187,2.257,2.286,2.182,0,984.15,991.8,995.8,973.75,0,610.85,619.85,620.9,606.6,0,0,97.439,97.555,97.725,96.375,60530,0,13.84,13.97,13.58,13.75,13.413993,41361100,16.120001000000002,16.139999,15.54,15.59,15.59,24602000 +2015-08-03,104.589996,104.82,104.050003,104.099998,104.099998,3528600,210.460007,210.52999900000003,208.649994,209.729996,195.465286,113965700,17696.74023,17704.75977,17496.60938,17598.19922,17598.19922,87880000,17.200001,17.6,16.549999,16.85,16.729513,604900,1.0951,1.097,1.0997,1.0941,0,49.52,51.55,52.01,49.36,306500,0,45.31,46.94,47.02,45.16,0,33499,33945,33974,33431,18470,0,2.15,2.2,2.209,2.139,0,956.35,985.25,985.75,956.35,0,602.7,616.55,617.95,596.0,0,775,97.616,97.305,97.695,97.245,30070,1,13.64,13.68,13.18,13.27,12.945723,61550200,15.29,15.47,14.98,15.1,15.1,34792300 +2015-08-04,104.559998,104.75,103.949997,104.309998,104.309998,3241000,209.699997,210.25,208.800003,209.320007,195.083145,81820800,17596.92969,17635.7793,17505.5,17550.68945,17550.68945,99060000,16.950001,17.200001,16.299999,16.549999,16.431658,835200,1.0882,1.0951,1.0989,1.0877,0,49.99,49.7,50.45,49.58,221650,1,45.98,45.41,46.28,45.34,1,33481,33400,33638,33328,17220,0,2.2230000000000003,2.144,2.228,2.143,1,951.1,956.4,961.45,945.45,0,598.6,596.0,604.0,586.55,0,775,98.024,97.61,98.105,97.31,37130,1,13.47,13.54,13.18,13.29,12.965234,69613800,15.21,15.36,15.1,15.22,15.22,14542300 +2015-08-05,104.419998,104.5,103.779999,103.93,103.93,5041000,210.449997,211.309998,209.729996,210.100006,195.810104,85786800,17555.24023,17661.36914,17492.90039,17540.4707,17540.4707,102450000,16.700001,16.85,15.9,16.0,15.885592,604400,1.0906,1.0883,1.0938,1.0849,1,49.59,50.14,50.99,49.02,280760,0,45.16,46.02,46.76,44.88,0,33479,33443,33675,33355,17060,0,2.27,2.234,2.293,2.214,1,950.05,950.95,956.1,947.25,0,593.0,597.45,599.45,590.0,0,800,98.035,98.075,98.335,97.655,47150,1,13.42,13.54,13.01,13.09,12.770122,41758700,15.31,15.52,14.9,15.03,15.03,26607600 +2015-08-06,104.150002,104.860001,104.139999,104.389999,104.389999,3908100,210.289993,210.419998,207.649994,208.350006,194.179138,116030800,17542.60938,17572.03906,17362.85938,17419.75,17419.75,96170000,16.15,16.5,15.75,16.200001,16.084162,812400,1.0925,1.0909,1.0944,1.0876,1,49.52,49.72,49.83,48.88,236360,0,44.83,45.2,45.31,44.25,0,33708,33457,33786,33370,18010,1,2.227,2.272,2.281,2.218,0,952.8,950.1,957.8,946.35,1,599.8,591.95,602.5,591.95,1,830,97.906,97.955,98.26,97.685,26780,0,13.21,13.69,13.11,13.36,13.033523,69121200,14.85,14.9,14.68,14.87,14.87,23933000 +2015-08-07,104.559998,105.379997,104.550003,104.650002,104.650002,4400900,208.160004,208.339996,206.869995,207.919998,193.778381,117858000,17414.93945,17414.93945,17279.08008,17373.38086,17373.38086,81800000,16.200001,16.85,16.1,16.6,16.481302,1035900,1.0968,1.093,1.0981,1.0857,1,48.61,49.62,50.06,48.42,245820,0,43.79,44.91,45.25,43.79,0,34031,33666,34345,33571,31250,1,2.166,2.228,2.254,2.164,0,963.1,952.9,966.45,946.45,1,596.9,596.6,607.0,596.3,0,850,97.619,97.925,98.425,97.36,58350,0,13.42,13.85,13.33,13.4,13.072546,50618200,14.72,14.78,14.52,14.56,14.56,19804200 +2015-08-10,105.029999,106.269997,104.919998,105.720001,105.720001,5892600,209.279999,210.669998,209.279999,210.630005,196.304092,80270700,17375.17969,17629.13086,17375.17969,17615.16992,17615.16992,92430000,16.799999,18.200001,16.200001,18.15,18.020216,998300,1.1019,1.0969,1.1044,1.0927,1,50.41,48.43,50.49,48.24,208260,1,44.8,43.67,45.1,43.44,1,35021,33957,35190,33957,29080,1,2.232,2.177,2.2430000000000003,2.175,1,986.6,958.25,991.75,956.7,1,605.7,606.75,606.75,606.75,1,875,97.202,97.66,97.975,97.08,34740,0,13.57,14.29,13.36,14.27,13.921287,91376800,14.52,14.99,14.48,14.89,14.89,20482700 +2015-08-11,106.489998,106.629997,105.769997,106.260002,106.260002,4007300,208.970001,209.470001,207.759995,208.660004,194.468033,117481700,17593.58984,17593.58984,17352.63086,17402.83984,17402.83984,103010000,18.299999,19.0,17.5,18.9,18.764854,1303500,1.104,1.1019,1.1088,1.096,1,49.18,50.22,51.1,48.61,223210,0,43.23,44.86,45.39,42.73,0,35330,34999,35385,34814,29510,1,2.143,2.23,2.232,2.114,0,987.8,986.65,1001.75,975.25,1,599.6,610.0,620.4,598.45,0,875,97.335,97.24,97.645,96.905,44820,1,14.44,14.53,13.94,14.53,14.174931,53731900,14.48,14.54,14.27,14.48,14.48,25048200 +2015-08-12,106.989998,107.910004,106.93,107.75,107.75,10022500,207.110001,209.139999,205.360001,208.919998,194.710342,172123700,17382.92969,17423.90039,17125.81055,17402.50977,17402.50977,120400000,19.5,20.35,19.15,20.299999,20.154842,1367400,1.1157,1.104,1.1212,1.1023,1,49.66,49.38,50.01,48.72,153810,1,43.36,43.35,43.95,42.88,1,36091,35301,36171,35252,31300,1,2.148,2.15,2.157,2.045,1,1000.65,988.45,1006.9,978.9,1,623.45,599.0,625.8,596.8,1,890,96.295,97.235,97.375,95.945,68810,0,14.81,15.53,14.78,15.52,15.14074,123217200,14.52,14.58,14.28,14.44,14.44,18405400 +2015-08-13,106.949997,107.18,106.709999,106.860001,106.860001,4761700,208.729996,209.550003,208.009995,208.699997,194.505325,89383300,17401.64063,17481.7793,17341.33984,17408.25,17408.25,88550000,19.85,20.5,18.799999,19.049999,18.951124,1181700,1.1149,1.1157,1.1189,1.108,0,49.22,49.82,50.39,48.85,115920,0,42.22,43.39,43.77,41.96,0,36007,35860,36180,35685,21460,0,2.189,2.141,2.198,2.112,1,991.15,1001.05,1003.1,988.2,0,616.05,623.6,625.75,613.3,0,890,96.461,96.37,96.84,96.135,36250,1,15.05,15.21,14.54,14.64,14.282245,101956100,14.28,14.28,13.98,14.09,14.09,26464400 +2015-08-14,107.07,107.410004,106.540001,106.849998,106.849998,3497600,208.429993,209.509995,208.259995,209.360001,195.120453,69387000,17410.11914,17492.90039,17394.06055,17477.40039,17477.40039,82120000,19.9,20.549999,19.5,19.6,19.49827,1351800,1.1107,1.1149,1.1189,1.1096,0,49.03,49.11,49.52,48.8,21370,0,42.16,42.28,43.02,41.41,0,35429,35915,36290,35360,25090,0,2.201,2.184,2.221,2.161,1,992.75,991.25,1003.6,987.15,1,617.75,613.9,623.8,612.15,1,890,96.533,96.36,96.695,96.105,41610,1,14.92,14.99,14.36,14.49,14.135909,31581500,14.17,14.27,13.98,13.99,13.99,16567400 +2015-08-17,107.370003,107.510002,107.0,107.129997,107.129997,5769100,208.710007,210.589996,208.160004,210.559998,196.238831,79072600,17472.66016,17551.40039,17341.7207,17545.17969,17545.17969,73380000,20.200001,20.950001,19.85,20.75,20.642302,1253300,1.1081,1.1106,1.1125,1.1058,0,48.74,48.76,49.44,48.35,195610,0,41.86,42.2,42.72,41.67,0,35814,35597,35930,35520,15610,1,2.17,2.198,2.201,2.145,0,998.8,993.35,1001.3,989.6,1,614.0,616.3,619.0,609.75,0,890,96.815,96.57,96.96,96.525,31630,1,14.8,15.11,14.75,15.01,14.643202,66966000,14.05,14.16,13.86,13.89,13.89,16646700 +2015-08-18,106.669998,107.330002,106.309998,107.110001,107.110001,4121800,210.25999500000003,210.679993,209.699997,209.929993,195.651688,71692700,17537.30078,17568.40039,17486.41992,17511.33984,17511.33984,79900000,20.5,21.15,20.200001,20.950001,20.841263,865800,1.1021,1.1083,1.1096,1.1018,0,48.81,48.55,49.04,48.25,191530,1,42.42,42.06,43.08,41.61,1,34794,35805,35840,34551,30350,0,2.192,2.164,2.2030000000000003,2.138,1,994.95,998.5,1001.35,981.05,0,597.05,612.55,613.55,590.65,0,890,97.07,96.845,97.1,96.69,25300,1,14.74,14.92,14.51,14.77,14.409067000000002,52911000,13.93,14.21,13.84,14.05,14.05,15460100 +2015-08-19,107.629997,108.669998,107.629997,108.550003,108.550003,7035100,209.089996,210.00999500000003,207.350006,208.279999,194.113907,172946000,17508.74023,17517.18945,17282.41992,17348.73047,17348.73047,104720000,19.5,19.950001,18.0,19.4,19.299307,1999700,1.1119,1.1023,1.1137,1.1019,1,47.16,48.5,49.11,46.78,250810,0,40.5,42.81,43.08,40.8,0,35527,34779,35739,34658,28220,1,2.129,2.194,2.23,2.113,0,1012.5,995.0,1016.8,988.5,1,609.45,595.95,612.8,590.2,1,865,96.368,97.025,97.105,96.34,44760,0,14.9,15.28,14.88,15.2,14.828559,65822400,13.98,14.03,13.41,13.43,13.43,35899200 +2015-08-20,109.809998,110.610001,109.699997,110.440002,110.440002,12549000,206.509995,208.289993,203.899994,204.009995,190.134308,194327900,17345.32031,17345.32031,16990.68945,16990.68945,16990.68945,128530000,19.799999,20.299999,19.75,19.950001,19.846455,700600,1.1242,1.1117,1.1246,1.1105,1,46.62,47.03,47.38,46.03,221540,0,41.14,40.58,41.48,40.21,1,36310,35735,36398,35735,25990,1,2.073,2.133,2.134,2.07,0,1032.9,1012.55,1035.8,1012.55,1,622.95,615.4,618.0,615.4,1,865,96.002,96.47,96.59,95.715,47780,0,15.69,16.049999,15.57,15.81,15.423653,86900000,13.55,13.7,13.35,13.37,13.37,31520200 +2015-08-21,110.93,111.330002,110.120003,111.129997,111.129997,13917600,201.729996,203.940002,197.520004,197.630005,184.188263,346588500,16990.68945,16990.68945,16459.55078,16459.75,16459.75,225170000,18.4,18.799999,16.85,16.950001,16.862023999999998,1758300,1.1389,1.1244,1.1393,1.1229,1,45.46,46.34,46.51,45.07,231800,0,40.35,41.12,41.49,39.95,0,36200,36464,36786,35682,33980,0,2.045,2.0780000000000003,2.091,2.03,0,1019.8,1032.75,1038.3,1016.55,0,604.4,624.15,624.9,599.1,0,865,95.005,95.78,95.805,94.81,61650,0,16.139999,16.16,15.24,15.39,15.013918,84174900,13.46,13.57,13.06,13.23,13.23,31418800 +2015-08-24,111.540001,112.120003,109.769997,110.529999,110.529999,18388700,197.630005,197.630005,182.399994,189.550003,176.657837,507244300,16459.75,16459.75,15370.330080000002,15871.34961,15871.34961,293920000,15.95,16.5,15.5,15.65,15.568771,1344900,1.162,1.1363,1.1713,1.1363,1,42.69,45.35,45.46,42.23,305730,0,38.13,40.39,40.56,37.84,0,35410,36050,36140,34930,40170,0,2.012,2.031,2.045,1.905,0,973.35,1024.35,1024.35,973.2,0,575.05,600.55,603.85,564.25,0,845,93.356,94.88,94.96,92.52,142820,0,15.16,15.21,14.07,14.14,13.794462,131865300,12.62,12.66,12.37,12.5,12.5,49320900 +2015-08-25,110.010002,110.050003,108.720001,109.160004,109.160004,9974200,195.429993,195.449997,186.919998,187.229996,174.495621,369833100,15882.26953,16312.94043,15651.24023,15666.44043,15666.44043,213220000,16.25,16.4,14.75,14.85,14.772924,1504400,1.1517,1.1619,1.1625,1.1399,0,43.21,42.79,44.5,42.68,292100,1,39.58,38.28,40.0,38.27,1,34652,35314,35441,34471,27640,0,2.0780000000000003,2.012,2.136,2.007,1,982.4,973.25,1002.15,970.8,1,539.15,575.0,575.8,528.25,0,835,94.544,93.52,94.725,93.5,82430,1,14.52,14.53,13.58,13.69,13.355459,72336000,13.02,13.05,12.71,12.73,12.73,32305300 +2015-08-26,107.720001,108.059998,107.080002,107.669998,107.669998,10856600,192.080002,194.789993,188.369995,194.679993,181.438873,339257000,15676.25977,16303.75,15676.25977,16285.50977,16285.50977,208420000,14.75,14.8,13.6,14.4,14.325259,1299500,1.1315,1.1515,1.1561,1.129,0,43.14,43.32,43.76,42.81,267560,0,38.89,39.73,39.91,38.56,0,33423,34546,34551,33151,34410,0,2.18,2.057,2.193,2.052,1,984.9,982.35,987.5,970.5,1,529.35,528.0,529.0,528.0,0,835,95.131,93.78,95.475,93.73,81420,1,13.48,13.49,12.96,13.04,12.721343,97910100,12.85,13.0,12.62,12.77,12.77,32439600 +2015-08-27,107.330002,108.040001,107.110001,107.730003,107.730003,8102100,197.020004,199.419998,195.210007,199.160004,185.614197,274143900,16285.50977,16666.68945,16285.50977,16654.76953,16654.76953,171980000,14.8,15.25,14.3,15.0,14.922145,1659400,1.1245,1.1314,1.1366,1.1204,0,47.56,43.75,47.75,43.7,333700,1,42.81,39.03,42.93,39.02,1,34056,33466,34450,33401,27240,1,2.191,2.168,2.207,2.133,1,1009.1,984.7,1009.2,984.7,1,567.9,533.0,568.85,531.95,1,835,95.652,95.21,96.06,95.015,55510,1,13.1,13.91,13.01,13.79,13.453015,111023300,13.05,14.0,13.04,13.95,13.95,56170200 +2015-08-28,108.169998,109.300003,108.120003,108.699997,108.699997,7558900,198.5,199.839996,197.919998,199.240005,185.688721,160414400,16649.41992,16669.9707,16535.17969,16643.00977,16643.00977,131790000,15.05,15.7,14.8,15.3,15.220589000000002,1438700,1.1179,1.1247,1.131,1.1156,0,50.05,47.4,50.98,46.61,418780,1,45.4,42.8,46.02,41.91,1,34378,33666,34698,33666,20700,1,2.184,2.193,2.197,2.128,0,1018.6,1008.8,1026.3,998.9,1,589.55,564.8,590.0,561.0,1,815,96.135,95.805,96.355,95.4,45740,1,13.76,14.41,13.75,14.25,13.901774,94381300,13.83,15.03,13.83,14.88,14.88,68784100 +2015-08-31,108.190002,108.919998,108.029999,108.82,108.82,4253600,198.110001,199.130005,197.009995,197.539993,184.104355,154471400,16632.01953,16388.25977,16444.05078,16528.0293,16528.0293,141440000,14.9,15.25,14.65,15.0,14.922145,962000,1.1214,1.1176,1.1265,1.1162,1,54.15,50.05,54.32,48.25,321320,1,48.16,45.01,49.34,43.61,1,34581,34334,34748,34235,12420,1,2.214,2.195,2.22,2.136,1,1007.35,1012.65,1014.4,999.55,0,602.25,590.15,605.0,579.05,1,0,95.854,96.19,96.26,95.64,36270,0,13.94,14.11,13.59,14.11,13.765196,54103100,14.67,16.15,14.28,15.89,15.89,87527400 +2015-09-01,109.629997,109.769997,108.940002,109.199997,109.199997,7077800,193.119995,194.770004,190.729996,191.770004,178.72683700000005,256000400,16528.0293,16528.0293,15979.9502,16058.34961,16058.34961,171390000,14.95,15.6,14.55,14.55,14.474482,875900,1.1319,1.1211,1.1333,1.1206,1,49.56,52.92,53.47,48.47,373640,0,44.17,48.15,48.92,44.2,0,34511,34756,34908,34368,2860,0,2.1590000000000003,2.214,2.214,2.151,0,1007.0,1007.45,1017.55,998.8,0,579.2,599.5,599.5,569.0,0,805,95.446,95.89,95.89,95.21,53680,0,14.21,14.37,13.67,13.67,13.335948000000002,56978800,15.48,15.59,14.69,14.81,14.81,57386600 +2015-09-02,109.010002,109.339996,108.459999,108.620003,108.620003,4115700,194.619995,195.460007,192.419998,195.410004,182.119263,160269300,16058.34961,16352.580080000002,16058.34961,16351.37988,16351.37988,133480000,14.55,14.8,13.7,14.3,14.225779,967000,1.1227,1.1311,1.1319,1.1214,0,50.5,48.62,51.0,47.74,324840,1,46.06,44.34,46.85,43.29,1,34728,34387,35019,34270,560,1,2.188,2.161,2.198,2.144,1,1014.5,1006.85,1017.8,1001.2,1,583.35,572.35,587.65,568.0,1,790,95.844,95.455,95.97,95.45,46440,1,13.76,13.9,13.33,13.63,13.296926,38700500,15.11,15.32,14.16,15.09,15.09,59080600 +2015-09-03,107.769997,108.32,107.559998,107.839996,107.839996,3913100,196.259995,198.050003,194.960007,195.649994,182.342911,152087800,16364.33984,16550.07031,16317.30957,16374.75977,16374.75977,109730000,13.95,14.9,13.8,13.85,13.778114000000002,717600,1.1124,1.1227,1.1246,1.1088,0,50.68,50.58,52.46,49.82,270540,1,46.67,46.14,48.45,45.67,1,34762,34685,34979,34530,170,1,2.1630000000000003,2.1790000000000003,2.197,2.151,0,1009.9,1014.45,1023.9,1002.95,0,581.55,584.4,592.15,572.5,0,790,96.423,96.01,96.635,95.81,56010,1,13.39,14.03,13.36,13.38,13.053035,49765400,15.23,15.85,15.05,15.34,15.34,45697100 +2015-09-04,107.139999,107.559998,107.07,107.489998,107.489998,4025000,192.850006,193.860001,191.610001,192.589996,179.491058,207081000,16371.75977,16371.75977,16026.61035,16102.37988,16102.37988,127270000,13.7,13.9,13.3,13.75,13.678633,843500,1.1147,1.1124,1.1181,1.1089,1,49.61,50.69,51.05,49.25,221220,0,45.7,46.78,47.33,45.72,0,34816,34900,35100,34600,70,1,2.131,2.165,2.169,2.109,0,991.1,1010.0,1010.9,990.45,0,577.15,575.95,583.05,571.25,0,790,96.24,96.4,96.595,95.66,44760,0,13.28,13.43,13.06,13.39,13.06279,45569700,15.21,15.34,14.98,15.08,15.08,22123900 +2015-09-08,107.599998,107.940002,107.309998,107.519997,107.519997,5982100,195.940002,197.610001,195.169998,197.460007,184.029846,116025700,16109.92969,16503.41016,16109.92969,16492.67969,16492.67969,123870000,13.9,14.45,13.65,13.85,13.778114000000002,624900,1.12,1.117,1.1229,1.1152,1,49.52,47.76,49.85,47.64,253290,1,45.75,45.89,46.48,44.22,1,35663,35176,35936,35032,23570,1,2.186,2.151,2.201,2.126,1,1005.65,989.85,1011.8,987.15,1,586.55,576.8,598.5,572.1,1,780,95.987,96.215,96.25,95.735,40380,0,13.53,13.74,13.34,13.55,13.21888,36832900,14.91,15.2,14.58,15.02,15.02,29156700 +2015-09-09,106.639999,106.709999,105.480003,106.129997,106.129997,8800600,199.320007,199.470001,194.350006,194.759995,181.513458,140901400,16505.03906,16664.65039,16220.09961,16253.57031,16253.57031,118790000,13.7,14.2,13.55,13.65,13.579152,1131200,1.1207,1.1202,1.1219,1.1133,1,47.58,49.39,50.04,47.32,173220,0,44.09,45.83,46.3,44.08,0,35294,35800,35988,35260,20060,0,2.195,2.186,2.254,2.17,1,983.7,1005.75,1011.05,980.15,0,577.95,589.9,595.0,575.4,0,780,96.01,95.86,96.42,95.86,57440,1,13.36,13.52,13.1,13.17,12.848166,52551500,14.99,15.06,14.45,14.52,14.52,21631600 +2015-09-10,106.610001,106.699997,106.18,106.379997,106.379997,6204000,194.559998,197.220001,194.25,195.850006,182.529327,158611100,16252.57031,16441.93945,16212.080080000002,16330.40039,16330.40039,122690000,13.85,14.05,13.3,13.35,13.280709,775500,1.128,1.1209,1.1299,1.1174,1,48.89,47.46,48.95,46.76,192420,1,45.7,44.21,46.09,43.41,1,35383,35391,35841,35321,20580,1,2.227,2.1830000000000003,2.236,2.176,1,982.8,983.65,992.7,977.45,0,592.5,577.7,593.75,573.7,1,780,95.442,95.885,96.21,95.39,39620,0,13.35,13.42,13.08,13.12,12.799388,33086600,14.61,15.05,14.47,14.93,14.93,19494300 +2015-09-11,105.650002,106.199997,105.269997,106.160004,106.160004,4023900,195.380005,196.820007,194.529999,196.740005,183.35881,119691200,16330.40039,16434.75977,16244.65039,16433.08984,16433.08984,104630000,13.3,13.7,12.25,13.7,13.628893,1784000,1.134,1.1279,1.1349,1.1254,1,48.14,48.64,48.98,47.16,143410,0,44.78,45.74,45.91,44.19,0,34975,35488,35535,34551,23740,0,2.187,2.222,2.226,2.172,0,970.95,982.8,986.6,959.5,0,591.0,590.75,597.0,576.6,0,780,95.194,95.525,95.675,95.115,22970,0,13.0,13.28,12.62,13.21,12.887189,63781500,14.62,14.86,14.44,14.65,14.65,25713900 +2015-09-14,105.860001,106.389999,105.779999,106.220001,106.220001,2350800,196.949997,197.009995,195.429993,195.979996,182.650467,79452000,16450.85938,16450.85938,16330.87012,16370.95996,16370.95996,92660000,13.45,13.75,12.95,13.2,13.131488,785700,1.1321,1.1338,1.1375,1.1285,0,46.37,48.08,48.35,46.26,104060,0,44.16,44.83,45.02,43.64,0,34713,35158,35173,34630,14710,0,2.1830000000000003,2.201,2.2030000000000003,2.164,0,957.35,968.5,973.85,952.15,0,587.8,593.05,598.8,582.8,0,780,95.364,95.175,95.355,94.94,510,1,13.06,13.34,12.91,13.12,12.799388,37077400,14.42,14.52,14.25,14.39,14.39,17791100 +2015-09-15,105.830002,106.059998,105.68,105.900002,105.900002,2896400,196.610001,198.990005,195.960007,198.449997,184.952469,108455800,16382.580080000002,16644.10938,16382.580080000002,16599.84961,16599.84961,93050000,13.2,13.7,13.0,13.05,12.982266,717000,1.1267,1.1313,1.1328,1.1258,0,46.63,46.65,46.9,45.98,18460,1,45.16,44.13,45.27,43.95,1,34625,34701,34765,34451,13910,0,2.292,2.185,2.294,2.164,1,962.45,957.45,964.4,949.5,1,600.45,587.45,603.85,578.65,1,780,95.785,95.46,95.85,95.285,22340,1,13.05,13.32,12.99,13.13,12.809144,26127500,14.48,14.68,14.35,14.57,14.57,16682700 +2015-09-16,106.599998,107.709999,106.559998,107.309998,107.309998,5315600,198.820007,200.410004,198.410004,200.139999,186.527542,99581600,16599.50977,16755.98047,16593.90039,16739.94922,16739.94922,99620000,13.4,14.5,13.3,14.45,14.375,797400,1.129,1.1267,1.1321,1.1212,1,49.75,48.06,50.34,47.71,288330,1,47.18,45.23,47.42,44.89,1,35779,34648,35850,34580,27810,1,2.296,2.274,2.303,2.258,1,973.25,962.65,976.75,956.5,1,611.95,601.8,613.0,594.0,1,765,95.546,95.765,96.01,95.3,26770,0,13.38,13.93,13.37,13.89,13.550571,81356400,14.91,15.43,14.81,15.36,15.36,44264700 +2015-09-17,107.07,108.580002,106.959999,108.410004,108.410004,8403800,200.020004,202.889999,199.279999,199.699997,186.117477,276046600,16738.08008,16933.42969,16639.92969,16674.74023,16674.74023,129600000,14.3,15.35,14.15,15.1,15.021626,1384600,1.1437,1.129,1.1442,1.1284,1,49.08,49.98,50.14,48.32,228860,0,46.86,47.19,47.77,46.39,0,35932,35612,36049,35509,14240,1,2.192,2.298,2.298,2.188,0,978.2,973.5,988.55,961.0,1,599.2,609.4,618.3,594.4,0,765,94.677,95.455,95.53,94.485,48960,0,13.72,14.44,13.66,14.25,13.901774,79245400,15.38,15.54,15.13,15.23,15.23,28414100 +2015-09-18,109.099998,109.379997,108.82,109.209999,109.209999,6759400,195.710007,198.679993,194.960007,195.360001,183.019775,213315400,16674.74023,16674.74023,16343.75977,16384.58008,16384.58008,341690000,15.5,16.049999,14.85,15.85,15.767734,2562000,1.1305,1.1435,1.146,1.1267,0,47.47,49.26,49.75,47.16,225720,0,44.77,47.26,47.4,44.61,0,36077,35990,36690,35855,28000,1,2.134,2.194,2.197,2.126,0,982.45,978.1,991.0,972.8,1,610.85,610.6,612.35,602.0,1,765,94.996,94.75,95.535,94.195,35460,1,14.6,14.71,14.18,14.47,14.116399,51966600,14.87,14.98,14.42,14.62,14.62,27875900 +2015-09-21,108.489998,108.660004,108.330002,108.529999,108.529999,4104800,196.440002,197.679993,195.210007,196.440002,184.03154,105726200,16406.09961,16578.59961,16391.88086,16510.18945,16510.18945,90730000,15.6,15.85,15.05,15.35,15.270329,1034000,1.1189,1.1284,1.1332,1.1183,0,48.92,47.64,48.99,47.48,179900,1,45.57,46.14,47.91,45.86,1,36172,36000,36247,35872,14890,1,2.199,2.148,2.217,2.148,1,971.75,981.65,984.65,969.75,0,616.1,607.55,618.9,601.0,1,765,96.034,95.44,96.135,95.18,36500,1,14.27,14.36,13.99,14.01,13.66764,58502000,14.92,15.19,14.82,15.05,15.05,23099000 +2015-09-22,107.580002,107.959999,107.440002,107.790001,107.790001,5483300,193.880005,194.460007,192.559998,193.899994,181.651978,153890900,16477.44922,16477.44922,16221.73047,16330.46973,16330.46973,119010000,15.0,15.0,14.4,14.7,14.623702,976500,1.112,1.1188,1.1209,1.1114,0,49.08,48.5,49.21,47.7,185410,1,45.83,46.45,46.48,45.14,1,35267,36033,36148,35186,25830,0,2.132,2.198,2.198,2.114,0,936.3,971.7,973.8,935.5,0,610.95,614.1,616.0,593.6,0,765,96.446,96.07,96.58,95.91,30280,1,13.67,13.71,13.31,13.36,13.033523,73786500,14.77,15.03,14.67,14.92,14.92,28357100 +2015-09-23,108.540001,108.639999,108.199997,108.220001,108.220001,2744200,194.110001,194.669998,192.910004,193.600006,181.370926,92790600,16332.80957,16355.29004,16211.98047,16279.88965,16279.88965,86030000,14.95,15.1,14.35,14.45,14.375,574800,1.1187,1.112,1.1214,1.1105,1,47.75,49.08,50.25,47.68,232270,0,44.62,46.57,47.18,44.44,0,35450,35279,35630,35163,17160,1,2.151,2.123,2.173,2.121,1,945.95,936.25,946.8,928.1,1,645.7,608.45,651.0,607.0,1,750,96.206,96.525,96.715,96.185,40600,0,13.64,13.69,13.23,13.26,12.935966,37996400,15.08,15.24,14.35,14.44,14.44,36964200 +2015-09-24,109.669998,110.82,109.629997,110.489998,110.489998,11024300,192.149994,193.449997,190.559998,192.929993,180.743256,159378800,16257.11035,16257.11035,16016.36035,16201.32031,16201.32031,122220000,14.85,16.0,14.65,16.0,15.916954999999998,1049000,1.123,1.1185,1.1296,1.1164,1,48.17,47.88,48.47,47.4,198040,1,45.1,44.7,45.26,43.79,1,36215,35502,36384,35375,22520,1,2.128,2.146,2.158,2.081,0,948.95,945.75,959.65,932.3,1,656.45,647.85,663.0,637.4,1,750,96.149,96.36,96.465,95.575,49550,0,13.62,14.28,13.56,14.22,13.872507999999998,102655900,14.29,14.6,14.24,14.59,14.59,26674400 +2015-09-25,109.870003,110.029999,109.550003,109.809998,109.809998,5209500,194.639999,195.0,191.809998,192.869995,180.687057,155054800,16205.07031,16465.23047,16205.07031,16314.669919999998,16314.669919999998,130790000,15.55,16.15,15.25,15.7,15.618512,836600,1.1195,1.1227,1.1231,1.1115,0,48.6,48.17,49.1,47.86,189400,1,45.44,45.16,46.48,44.97,1,36072,35998,36287,35775,13040,0,2.166,2.151,2.198,2.137,1,948.25,948.9,954.75,944.2,0,667.6,652.5,678.0,651.0,1,760,96.434,96.385,96.88,96.27,43890,1,13.96,14.11,13.88,13.99,13.648127,34885700,14.81,14.98,14.6,14.71,14.71,22267500 +2015-09-28,108.370003,108.910004,108.269997,108.419998,108.419998,3809600,191.779999,191.910004,187.639999,187.910004,176.040375,178515900,16313.25977,16313.25977,15981.84961,16001.88965,16001.88965,139930000,15.2,15.25,14.5,14.55,14.474482,621400,1.1246,1.1195,1.125,1.1149,1,47.34,48.34,48.44,47.25,188280,0,44.45,45.43,45.55,44.35,0,35011,35970,36013,34815,28020,0,2.0980000000000003,2.157,2.169,2.091,0,917.2,949.25,949.7,916.35,0,651.85,665.95,670.15,644.0,0,760,96.182,96.36,96.67,96.035,28670,0,13.62,13.72,13.29,13.32,12.9945,67205900,14.45,14.65,14.32,14.38,14.38,20331400 +2015-09-29,108.239998,108.690002,107.879997,107.980003,107.980003,4043600,188.270004,189.740005,186.929993,188.080002,176.1996,159045600,16001.75977,16118.88965,15942.37012,16049.12988,16049.12988,121160000,14.7,15.85,14.6,15.05,14.971885999999998,881300,1.1249,1.1247,1.1285,1.1196,1,48.23,47.45,48.65,47.25,181410,1,44.86,44.54,45.74,44.34,1,34955,35075,35229,34705,22830,0,2.06,2.0980000000000003,2.12,2.042,0,915.65,917.1,921.8,899.95,0,657.7,647.05,659.65,638.2,1,760,95.993,96.19,96.385,95.825,28190,0,13.47,13.68,13.3,13.41,13.082301,34734800,14.51,14.76,14.45,14.61,14.61,14700400 +2015-09-30,106.779999,107.080002,106.470001,106.860001,106.860001,7247800,190.369995,191.830002,189.440002,191.589996,179.487885,152593200,16057.080080000002,16297.59961,16057.080080000002,16284.7002,16284.7002,145740000,14.85,16.1,14.7,16.1,16.016436,1155000,1.1177,1.1246,1.1262,1.1157,0,48.37,47.96,49.0,47.79,219890,1,45.41,45.01,45.94,44.77,1,34547,34858,34999,34427,29840,0,2.035,2.063,2.104,2.035,0,907.75,915.75,928.4,906.75,0,650.95,658.6,669.3,647.65,0,0,96.48,96.055,96.565,95.985,24120,1,13.22,13.74,13.19,13.73,13.394481,39778900,14.55,14.82,14.46,14.68,14.68,24459700 +2015-10-01,106.980003,107.209999,106.629997,106.730003,106.730003,4278600,192.080002,192.490005,189.820007,192.130005,179.99382,131079000,16278.62012,16348.87012,16073.82031,16272.00977,16272.00977,111420000,16.299999,16.5,15.1,15.25,15.170848,855400,1.1195,1.1176,1.121,1.1134,1,47.69,48.4,49.84,47.62,239320,0,45.05,45.44,47.16,44.69,0,34544,34645,34877,34404,23540,0,2.042,2.042,2.072,2.009,1,907.2,907.95,918.2,901.45,0,679.4,653.7,682.55,650.55,1,760,96.326,96.4,96.635,96.09,20390,0,13.79,13.99,13.35,13.41,13.082301,54110100,15.15,15.2,14.43,14.58,14.58,32351700 +2015-10-05,109.139999,109.379997,108.459999,108.769997,108.769997,5490200,196.460007,198.740005,196.330002,198.470001,185.933319,126320800,16502.09961,16798.36914,16502.09961,16776.42969,16776.42969,127660000,17.200001,18.700001,17.049999,18.25,18.155277,1736700,1.1185,1.122,1.129,1.117,0,49.25,48.08,49.87,47.84,215450,1,46.25,45.72,47.0,45.28,1,36741,34800,36855,34800,47480,1,2.0580000000000003,1.984,2.063,1.977,1,917.1,915.7,927.2,907.5,1,689.2,699.75,713.25,684.7,0,760,96.24,96.015,96.295,95.55,23980,1,14.6,15.18,14.58,15.12,14.750514,102197900,15.03,15.16,14.88,15.0,15.0,23181800 +2015-10-06,109.800003,110.260002,109.629997,109.860001,109.860001,7513900,198.309998,198.979996,197.0,197.789993,185.296234,110274500,16774.01953,16865.08984,16746.0293,16790.18945,16790.18945,120010000,18.75,19.549999,18.450001,19.15,19.050606,1653600,1.1271,1.1193,1.1282,1.1174,1,51.92,49.35,52.26,48.86,303580,1,49.05,46.23,49.11,45.77,1,37333,36658,37719,36622,34590,1,2.035,2.049,2.077,2.028,0,937.45,917.05,943.75,913.7,1,707.7,695.85,714.8,685.85,1,760,95.563,96.165,96.275,95.49,19190,0,15.52,15.77,15.23,15.68,15.296829999999998,92653200,15.11,15.75,15.08,15.74,15.74,44544600 +2015-10-07,109.75,110.139999,109.339996,109.699997,109.699997,5355500,198.899994,199.830002,197.479996,199.410004,186.81395,124307300,16805.41992,16963.30078,16765.0,16912.28906,16912.28906,115690000,19.299999,19.549999,18.6,19.35,19.249567000000006,1377300,1.1235,1.1269,1.1284,1.121,0,51.33,52.15,53.15,51.21,299910,0,48.13,49.08,49.79,47.78,0,37501,37376,37587,37043,26860,1,2.065,2.037,2.086,2.035,1,947.25,937.5,955.3,936.95,1,699.5,708.95,714.0,691.0,0,760,95.58,95.58,95.795,95.425,21730,1,15.7,15.83,15.37,15.61,15.22854,53677000,15.93,16.049999,15.42,15.57,15.57,40832800 +2015-10-08,109.160004,110.269997,109.059998,109.139999,109.139999,5038200,198.949997,201.550003,198.589996,201.210007,188.500275,153055200,16904.16992,17081.2793,16859.33984,17050.75,17050.75,100730000,18.799999,20.1,18.6,18.700001,18.602942,1431500,1.1279,1.1235,1.1325,1.1232,1,53.05,51.76,53.52,51.28,219940,1,49.65,48.18,50.14,47.83,1,36875,37120,37120,36150,29770,0,2.102,2.069,2.122,2.033,1,952.2,947.2,958.6,933.55,1,703.15,700.0,709.0,686.7,1,745,95.407,95.665,95.72,95.045,28540,0,15.36,16.15,15.32,15.41,15.033426,62811000,15.66,16.17,15.57,16.040001,16.040001,29660500 +2015-10-09,110.540001,111.050003,110.230003,110.870003,110.870003,7907300,201.380005,201.899994,200.580002,201.330002,188.612671,107069200,17054.68945,17110.88086,17027.23047,17084.49023,17084.49023,103730000,19.75,19.950001,19.0,19.75,19.647491,1386700,1.1358,1.1282,1.1391,1.1269,1,52.65,53.35,54.05,52.21,174340,0,49.53,49.75,50.98,49.23,0,36833,36771,37339,36700,24460,0,2.09,2.099,2.138,2.079,0,983.4,952.3,986.75,951.3,1,708.15,704.7,724.95,701.6,1,745,94.883,95.35,95.42,94.745,31770,0,15.97,16.27,15.85,16.26,15.862657,86931800,16.040001,16.200001,15.88,15.99,15.99,29778600 +2015-10-12,111.669998,111.730003,111.010002,111.309998,111.309998,6257900,201.419998,201.759995,200.910004,201.520004,188.79068,56395600,17082.28906,17139.21094,17064.58008,17131.85938,17131.85938,72500000,20.15,20.200001,18.25,18.4,18.304499,922200,1.1355,1.1355,1.1397,1.1351,0,49.86,52.64,53.31,49.77,166830,0,47.44,49.57,50.19,47.1,0,36981,36890,37419,36870,21390,1,2.07,2.069,2.074,2.069,0,989.55,978.3,1003.15,978.25,1,694.65,708.15,717.7,692.0,0,755,94.765,94.94,94.94,94.665,15580,0,16.610001,16.610001,15.62,15.78,15.394385,73832600,15.99,15.99,15.2,15.31,15.31,28961100 +2015-10-13,111.360001,111.870003,111.279999,111.860001,111.860001,5149600,200.649994,202.160004,200.050003,200.25,187.600876,88038700,17113.55078,17172.81055,17034.44922,17081.89063,17081.89063,99400000,18.5,19.25,18.15,18.75,18.652681,703500,1.1379,1.1358,1.1413,1.1346,1,49.24,50.27,50.7,48.88,108370,0,46.6,47.56,48.53,46.54,0,37272,36834,37420,36649,22440,1,2.042,2.069,2.0780000000000003,2.037,0,989.1,989.5,999.25,979.25,0,685.35,695.7,699.0,681.1,0,755,94.79,94.96,95.025,94.575,21230,1,15.79,16.139999,15.68,15.87,15.482187,48817600,15.18,15.62,14.99,15.06,15.06,29870500 +2015-10-14,112.629997,113.949997,112.300003,113.809998,113.809998,10207800,200.179993,200.869995,198.940002,199.289993,186.701492,99106200,17079.08008,17111.38086,16887.66992,16924.75,16924.75,120110000,19.25,20.25,19.0,20.1,19.995676,1237300,1.1473,1.1378,1.149,1.1374,1,49.15,49.22,49.52,48.71,63280,0,46.3,46.81,47.09,46.06,0,37575,37419,37653,36953,25150,1,1.975,2.047,2.049,1.974,0,1000.3,989.15,1001.8,985.85,1,700.85,684.05,704.5,682.25,1,765,93.957,94.79,94.795,93.86,36030,0,16.24,16.99,16.17,16.9,16.487017,126780700,14.98,15.16,14.85,15.05,15.05,18763700 +2015-10-15,113.199997,113.989998,112.940002,113.290001,113.290001,14083900,200.080002,202.360001,199.639999,202.350006,189.568207,134142200,16944.85938,17144.41992,16933.57031,17141.75,17141.75,122960000,19.85,20.700001,19.700001,20.549999,20.443338,1200700,1.1383,1.1474,1.1496,1.1363,0,48.71,49.01,49.38,48.21,16790,0,46.95,46.43,47.17,45.38,1,37513,37566,37669,37068,22740,0,2.019,1.988,2.028,1.988,1,1006.3,1000.3,1008.05,987.35,1,705.0,702.5,708.0,695.4,1,775,94.43,93.98,94.625,93.83,33340,1,16.610001,17.040001,16.48,16.889999,16.477261,46677600,14.81,15.14,14.63,15.13,15.13,36168600 +2015-10-16,113.239998,113.440002,112.43,112.489998,112.489998,7328000,202.830002,203.289993,201.919998,203.270004,190.430115,114580100,17141.75,17220.01953,17107.34961,17215.9707,17215.9707,145880000,20.4,20.700001,19.75,19.85,19.746973,1117800,1.1347,1.1383,1.1397,1.1334,0,50.46,50.21,50.7,49.31,225960,1,47.27,46.91,47.55,46.2,1,37387,37442,37535,37135,16360,0,2.035,2.026,2.037,2.0,1,1015.55,1006.35,1026.6,996.45,1,699.4,703.75,705.0,693.3,0,785,94.588,94.59,94.805,94.415,20540,1,16.84,16.99,16.370001000000002,16.389999,15.989479,65976600,15.28,15.32,14.91,15.22,15.22,22381000 +2015-10-19,112.639999,112.690002,111.889999,112.019997,112.019997,3959400,202.5,203.369995,202.130005,203.369995,190.523788,76523900,17209.42969,17235.94922,17129.18945,17230.53906,17230.53906,118430000,19.65,20.25,18.6,18.700001,18.602942,895400,1.1327,1.1352,1.1382,1.1307,0,48.61,50.38,50.68,48.57,223310,0,46.08,47.45,47.67,46.03,0,36938,37175,37175,36727,18630,0,2.023,2.023,2.056,2.014,0,1013.95,1017.25,1021.5,1010.4,0,688.1,702.05,702.05,677.0,0,785,94.953,94.72,95.045,94.595,19110,1,16.32,16.43,15.61,15.7,15.316341,111747800,14.91,15.02,14.77,14.83,14.83,21189800 +2015-10-20,112.379997,113.089996,112.379997,112.730003,112.730003,4903200,202.850006,203.839996,202.550003,203.110001,190.280212,78448500,17228.4707,17264.88086,17147.99023,17217.10938,17217.10938,106670000,19.0,20.1,18.950001,19.9,19.796713,902300,1.1345,1.1326,1.1387,1.1324,1,48.71,48.83,49.2,48.22,253330,1,45.55,46.25,46.52,45.23,0,37042,36850,37190,36773,21310,1,2.069,2.024,2.079,2.014,1,1020.7,1013.75,1024.65,1007.05,1,694.85,685.5,700.0,681.25,1,785,94.939,94.97,94.985,94.63,16710,0,15.9,16.52,15.89,16.33,15.930945,88202900,14.8,14.99,14.61,14.73,14.73,20257700 +2015-10-21,112.370003,112.370003,111.410004,111.730003,111.730003,3908800,203.610001,203.789993,201.649994,201.850006,189.099808,102038000,17225.92969,17314.99023,17153.13086,17168.60938,17168.60938,107100000,19.549999,19.6,18.85,19.1,19.000866,620100,1.1339,1.1347,1.138,1.1335,0,47.85,48.58,48.65,47.5,244640,0,45.2,45.96,46.16,44.94,0,36794,37087,37105,36621,17080,0,2.028,2.06,2.072,2.017,0,1004.4,1020.75,1024.65,1002.35,0,677.15,695.15,697.0,672.6,0,785,95.068,94.855,95.095,94.75,16140,1,16.1,16.17,15.73,15.85,15.462675,63704100,14.5,14.67,14.34,14.43,14.43,26555000 +2015-10-22,111.519997,112.209999,111.43,111.690002,111.690002,3436400,202.979996,205.509995,201.850006,205.210007,192.247574,174911700,17180.88086,17505.17969,17180.88086,17489.16016,17489.16016,152420000,19.15,19.75,19.0,19.6,19.49827,752300,1.1107,1.1338,1.1351,1.1098,0,48.08,47.96,48.73,47.65,201590,1,45.42,45.35,46.18,44.98,1,36920,36825,37070,36764,10370,1,2.028,2.023,2.055,2.003,1,1011.25,1004.2,1013.65,1000.45,1,685.6,679.0,687.5,667.65,1,785,96.454,95.05,96.5,94.985,52440,1,15.81,16.27,15.78,16.120001000000002,15.726079,48065200,14.62,14.73,14.35,14.51,14.51,16625200 +2015-10-23,111.809998,111.839996,110.959999,111.5,111.5,4868400,207.25,207.949997,206.300003,207.520004,194.411652,144442300,17525.10938,17679.36914,17525.10938,17646.69922,17646.69922,158090000,19.85,20.700001,19.200001,20.450001,20.343859,1027200,1.1018,1.1111,1.1142,1.0997,0,47.99,48.32,48.65,47.45,242060,0,44.72,45.52,45.83,44.28,0,36942,36956,37385,36662,25360,1,2.087,2.035,2.099,2.023,1,1002.6,1011.2,1020.8,996.55,0,693.85,685.15,703.8,685.15,1,785,97.243,96.595,97.3,96.225,46040,1,16.34,16.66,15.93,16.52,16.116301999999994,65417200,14.23,14.39,14.13,14.27,14.27,26774800 +2015-10-26,111.730003,111.980003,111.330002,111.43,111.43,2573500,207.300003,207.369995,206.559998,206.990005,193.915146,69033000,17649.57031,17660.69922,17602.50977,17623.05078,17623.05078,116660000,20.4,20.549999,19.549999,19.65,19.54801,716800,1.1056,1.1008,1.1069,1.0987,1,47.54,48.0,48.33,47.3,193980,0,43.77,44.82,45.02,43.72,0,37018,36922,37175,36865,14550,1,2.0580000000000003,2.083,2.085,2.051,0,997.55,1003.35,1004.7,987.9,0,683.9,693.8,694.5,678.05,0,785,96.955,97.235,97.25,96.785,24110,0,16.48,16.48,16.0,16.01,15.618766,58216300,14.18,14.2,14.0,14.01,14.01,21154500 +2015-10-27,111.309998,111.809998,111.290001,111.68,111.68,2646100,206.199997,207.0,205.789993,206.570007,193.521667,77905800,17608.89063,17635.17969,17540.57031,17581.42969,17581.42969,113960000,19.5,20.049999,19.299999,20.0,19.896194,497400,1.1048,1.1056,1.1079,1.1029,0,46.81,47.43,47.57,46.41,243110,0,43.42,43.83,43.96,42.63,0,37064,36900,37145,36853,14470,1,2.037,2.055,2.06,2.009,0,986.65,997.55,997.95,983.7,0,678.75,683.9,685.5,675.0,0,770,96.992,96.885,97.06,96.62,27190,1,15.92,16.209999,15.79,16.059998999999998,15.667542,25161300,13.71,13.85,13.61,13.82,13.82,26384900 +2015-10-28,112.68,113.25,110.309998,110.75,110.75,8201200,207.0,208.979996,206.210007,208.940002,195.741974,135906700,17586.68945,17779.94922,17556.71094,17779.51953,17779.51953,115630000,20.299999,20.9,18.549999,19.299999,19.199825,1109500,1.092,1.105,1.1096,1.0894,0,49.05,46.91,49.23,46.61,306600,1,46.19,43.48,46.26,43.1,1,37832,37127,37975,37095,24950,1,2.101,2.044,2.106,2.028,1,1000.65,986.7,1014.95,986.45,1,686.1,679.3,692.5,670.75,1,770,97.861,97.05,97.895,96.51,47240,1,16.41,16.809998999999998,15.6,15.86,15.472431,76262400,13.97,14.7,13.91,14.69,14.69,48935900 +2015-10-29,110.230003,110.599998,109.660004,109.720001,109.720001,5147100,208.350006,209.270004,208.210007,208.889999,195.695099,84727800,17771.5,17786.0,17684.7207,17755.80078,17755.80078,90300000,19.0,19.25,18.200001,18.5,18.403978,880200,1.0976,1.0924,1.0985,1.0903,1,48.8,49.15,49.38,48.17,213930,0,45.72,46.14,46.86,45.23,0,36544,37810,37810,36466,36550,0,2.172,2.092,2.18,2.081,1,992.65,1000.65,1003.6,990.6,0,670.8,677.6,683.0,667.8,0,770,97.364,97.705,97.795,97.315,34760,0,15.64,15.78,15.04,15.16,14.789535999999998,77724800,14.71,14.94,14.58,14.63,14.63,21915100 +2015-10-30,109.5,109.580002,109.059998,109.300003,109.300003,5543200,209.059998,209.440002,207.740005,207.929993,194.795761,131076900,17756.59961,17799.96094,17662.86914,17663.53906,17663.53906,149250000,18.549999,18.9,17.450001,17.5,17.40917,958500,1.1006,1.0976,1.1073,1.0964,1,49.56,48.66,50.0,48.28,238590,1,46.42,45.81,47.1,45.55,1,36490,36589,36589,36343,18170,0,2.146,2.162,2.1830000000000003,2.142,0,987.35,992.65,1000.4,986.15,0,677.25,671.1,689.95,670.3,1,0,97.019,97.3,97.445,96.65,41180,0,15.07,15.39,14.95,14.96,14.594423999999998,42003200,14.66,15.02,14.57,14.81,14.81,19322300 +2015-11-02,108.639999,108.839996,108.459999,108.589996,108.589996,5843300,208.320007,210.619995,208.169998,210.389999,197.100357,86270800,17672.61914,17845.90039,17655.01953,17828.75977,17828.75977,100840000,17.1,18.75,17.0,18.4,18.304499,973100,1.1015,1.1015,1.1053,1.1001,1,48.79,49.5,49.69,48.61,224280,0,46.08,46.48,46.78,45.62,0,36191,36425,36460,35951,19840,0,2.176,2.137,2.189,2.13,1,977.15,986.1,986.3,971.4,0,650.35,676.25,676.25,645.95,0,750,97.003,96.815,97.04,96.71,16590,0,14.8,15.18,14.63,15.02,14.652957999999998,40933400,14.69,14.92,14.65,14.75,14.75,16075600 +2015-11-03,107.790001,107.809998,106.68,106.980003,106.980003,7145300,209.970001,211.660004,209.699997,211.0,197.671844,95246100,17819.74023,17977.84961,17796.01953,17918.15039,17918.15039,92290000,18.200001,18.450001,17.75,17.9,17.807093,973000,1.0968,1.1014,1.1031,1.0936,0,50.54,48.9,50.91,48.46,283360,1,47.7,46.2,48.45,46.05,1,35799,36210,36280,35765,19980,0,2.218,2.167,2.225,2.165,1,965.85,976.8,984.6,960.25,0,644.0,646.3,655.1,639.8,0,750,97.243,97.0,97.57,96.845,19060,1,14.76,15.11,14.71,14.94,14.574912,27659100,15.04,15.45,14.94,15.28,15.28,36340300 +2015-11-04,107.019997,107.089996,105.919998,105.970001,105.970001,7366400,211.350006,211.5,209.720001,210.380005,197.091003,90967700,17929.58008,17964.11914,17828.83008,17867.58008,17867.58008,99890000,18.0,18.0,16.950001,17.0,16.911764,938000,1.0863,1.0962,1.0968,1.0842,0,48.58,50.25,50.87,48.49,328140,0,46.54,47.78,48.32,46.21,0,35504,35962,35965,35478,19370,0,2.227,2.209,2.241,2.198,1,958.1,966.25,977.05,953.2,0,623.4,646.95,651.65,621.0,0,750,98.029,97.335,98.15,97.3,29910,1,15.05,15.22,14.6,14.64,14.282245,42958000,15.2,15.28,14.75,14.85,14.85,25572400 +2015-11-05,106.010002,106.099998,105.580002,105.639999,105.639999,5931100,210.429993,210.979996,209.089996,210.149994,196.875519,78408700,17871.25,17929.50977,17779.18945,17863.42969,17863.42969,98910000,16.950001,17.0,16.0,16.65,16.563581,1211400,1.0884,1.0865,1.0898,1.0835,1,47.98,48.84,49.0,47.93,228000,0,45.32,46.66,46.74,45.21,0,35500,35506,35595,35272,16960,0,2.236,2.229,2.263,2.22,1,952.9,958.15,960.7,950.75,0,606.3,625.2,631.45,602.8,0,750,98.05,98.015,98.24,97.855,27040,1,14.63,14.63,14.01,14.08,13.735929,89901000,14.67,14.84,14.42,14.48,14.48,26139000 +2015-11-06,104.169998,104.419998,104.019997,104.099998,104.099998,8831900,209.740005,210.320007,208.460007,210.039993,196.772461,110471500,17855.2207,17912.03906,17768.59961,17910.33008,17910.33008,107450000,15.95,16.799999,15.7,16.200001,16.115917,912200,1.0741,1.0886,1.0896,1.0709,0,47.42,48.05,48.58,47.27,245490,0,44.55,45.46,45.7,44.16,0,34910,35401,35550,34870,19710,0,2.325,2.236,2.349,2.2230000000000003,1,942.35,953.3,961.5,938.1,0,612.95,605.55,626.55,597.65,1,750,99.26,98.06,99.47,98.0,49530,1,13.64,13.72,13.41,13.46,13.131079,73796300,14.29,14.37,14.1,14.23,14.23,22399700 +2015-11-09,104.290001,104.580002,104.190002,104.400002,104.400002,4129200,209.309998,209.490005,206.949997,208.080002,194.936295,131008700,17900.7793,17900.7793,17667.7793,17730.48047,17730.48047,121210000,16.1,17.0,15.65,16.85,16.762543,1151900,1.0752,1.0738,1.0793,1.0719,1,47.19,47.46,48.41,47.01,202180,0,44.1,44.55,45.15,43.67,0,34552,35081,35165,34500,14420,0,2.349,2.329,2.377,2.323,1,917.55,941.05,943.3,910.65,0,596.95,617.7,621.2,595.0,0,740,99.076,99.375,99.43,98.91,26610,0,13.46,13.84,13.31,13.83,13.492038,76441900,14.1,14.23,13.95,14.08,14.08,22257700 +2015-11-10,104.089996,104.650002,103.870003,104.18,104.18,4450800,207.509995,208.600006,207.190002,208.559998,195.385956,75874600,17724.13086,17768.66016,17657.7207,17758.21094,17758.21094,108640000,16.5,16.950001,15.85,16.1,16.016436,902100,1.0724,1.0751,1.0764,1.0673,0,47.44,47.32,47.86,46.96,206340,1,43.65,44.14,44.8,43.61,0,34272,34591,34627,34034,18820,0,2.336,2.347,2.353,2.311,0,903.15,917.4,919.25,897.7,0,597.8,600.25,615.9,595.6,1,740,99.39,99.1,99.6,99.05,23420,1,13.57,13.72,13.42,13.47,13.140835,54219000,14.0,14.29,13.99,14.09,14.09,15887800 +2015-11-11,104.089996,104.230003,103.779999,103.830002,103.830002,3527600,208.880005,208.940002,207.660004,207.740005,194.617783,67846000,17769.5,17807.17969,17696.91016,17702.2207,17702.2207,95230000,16.15,16.6,16.049999,16.5,16.414360000000002,626300,1.0744,1.0724,1.0774,1.0705,1,45.81,47.08,47.73,45.62,193340,0,42.99,43.72,44.2,42.71,0,34190,34248,34270,34160,2210,0,2.331,2.335,2.335,2.331,0,884.05,903.1,907.85,880.95,0,577.0,595.0,603.0,574.7,0,740,99.158,99.2,99.335,98.88,27960,0,13.54,13.66,13.44,13.65,13.316435,29725700,14.06,14.09,13.64,13.76,13.76,24154300 +2015-11-12,103.089996,104.32,103.040001,103.849998,103.849998,6300500,206.5,207.059998,204.820007,204.839996,191.900955,121315200,17691.92969,17691.92969,17443.5,17448.07031,17448.07031,113660000,16.15,16.799999,15.75,16.0,15.916954999999998,542900,1.0817,1.0743,1.0829,1.069,1,44.06,45.92,46.27,43.89,132490,0,41.61,43.08,43.36,41.58,0,33889,34173,34450,33751,15120,0,2.315,2.331,2.354,2.299,0,881.95,884.0,888.75,874.5,0,558.7,575.85,583.35,557.65,0,740,98.712,98.885,99.395,98.5,44540,0,13.33,13.79,13.29,13.47,13.140835,41792900,13.45,13.7,13.32,13.35,13.35,33567000 +2015-11-13,103.540001,103.739998,103.449997,103.559998,103.559998,3224200,204.350006,204.669998,202.440002,202.539993,189.746262,153577100,17439.25,17439.25,17238.89063,17245.24023,17245.24023,134640000,15.95,16.299999,15.85,15.95,15.867214,640100,1.0779,1.0816,1.0818,1.0715,0,43.61,44.08,44.85,43.57,28630,0,40.75,41.64,42.24,40.25,0,33845,33896,34188,33753,14440,0,2.275,2.317,2.32,2.267,0,861.7,881.95,884.5,860.6,0,539.25,561.5,565.2,533.4,0,740,99.097,98.645,99.3,98.62,35040,1,13.44,13.68,13.4,13.62,13.287169,31486300,13.2,13.23,12.91,13.06,13.06,34583500 +2015-11-16,103.980003,104.029999,103.519997,103.709999,103.709999,2951200,202.320007,205.690002,202.179993,205.619995,192.631683,117645200,17229.93945,17483.00977,17210.42969,17483.00977,17483.00977,137590000,16.15,16.25,15.95,16.049999,15.966695,533700,1.0686,1.0751,1.0781,1.0675,0,44.56,44.7,45.18,43.15,310120,1,42.04,40.99,42.32,40.13,1,33796,34000,34299,33773,17940,0,2.271,2.245,2.278,2.238,1,867.85,863.65,875.6,858.3,1,551.55,540.0,553.4,539.5,1,740,99.538,99.06,99.545,98.97,31580,1,13.74,13.86,13.63,13.74,13.404237,24226200,13.0,13.43,12.81,13.39,13.39,37787400 +2015-11-17,103.379997,103.400002,101.980003,102.339996,102.339996,8593100,205.990005,207.039993,204.880005,205.470001,192.49115,121123700,17486.99023,17599.33008,17451.41016,17489.5,17489.5,167190000,15.95,16.049999,15.05,15.2,15.121107,717900,1.0644,1.069,1.0696,1.0633,0,43.57,44.7,45.1,43.5,260700,0,41.06,42.05,42.12,40.66,0,33707,33827,33868,33475,18700,0,2.268,2.275,2.313,2.247,0,854.75,867.8,874.6,850.75,0,546.5,552.0,559.65,536.85,0,740,99.7,99.475,99.835,99.455,27700,1,13.62,13.66,13.05,13.08,12.760365,70962600,13.17,13.22,12.94,13.01,13.01,22978800 +2015-11-18,102.389999,102.949997,102.040001,102.43,102.43,5043800,206.039993,208.899994,205.990005,208.729996,195.545242,121342500,17485.49023,17752.16016,17485.49023,17737.16016,17737.16016,106810000,15.25,16.15,15.0,16.0,15.916954999999998,941300,1.0659,1.064,1.0694,1.0617,1,44.14,43.97,44.74,43.34,255680,1,40.59,41.52,41.95,40.31,0,33562,33600,33845,33400,14510,0,2.273,2.273,2.299,2.259,1,852.5,854.75,855.15,846.3,0,532.05,543.15,551.35,527.5,0,740,99.745,99.755,99.965,99.4,32850,1,13.15,13.58,12.92,13.49,13.160346,69238200,13.14,13.2,12.83,13.05,13.05,24754800 +2015-11-19,103.07,104.089996,103.07,103.559998,103.559998,5087600,208.589996,209.050003,208.199997,208.550003,195.376602,88220500,17739.83008,17772.9707,17681.98047,17732.75,17732.75,114630000,16.299999,16.5,16.0,16.25,16.165657,505700,1.0734,1.0657,1.0764,1.0654,1,44.18,44.3,44.76,43.7,201030,1,40.53,40.82,41.15,39.99,0,33830,33744,34178,33582,19760,1,2.247,2.273,2.276,2.232,0,858.25,852.45,865.0,849.3,1,541.0,536.7,549.85,526.6,1,740,99.064,99.47,99.52,98.795,39260,0,13.69,14.06,13.67,13.97,13.628617000000002,57813000,12.92,13.03,12.86,12.96,12.96,22457200 +2015-11-20,103.580002,103.660004,102.970001,103.089996,103.089996,5971600,209.449997,210.119995,208.860001,209.309998,196.088608,94011500,17732.75,17914.33984,17732.75,17823.81055,17823.81055,153140000,16.35,16.5,15.0,15.25,15.170848,586600,1.0646,1.0736,1.0745,1.0641,0,44.66,44.38,45.5,44.06,245340,1,40.39,40.54,40.99,38.99,0,33589,33812,34162,33474,21370,0,2.264,2.255,2.266,2.231,1,855.4,858.2,869.55,853.4,0,558.9,542.85,564.0,541.15,1,740,99.624,99.18,99.705,99.075,30330,1,14.03,14.07,13.34,13.4,13.072546,67610000,12.94,13.28,12.86,12.93,12.93,37776200 +2015-11-23,102.480003,102.75,102.160004,102.260002,102.260002,4042500,209.380005,209.979996,208.520004,209.070007,195.863754,64931200,17823.60938,17868.17969,17751.5293,17792.67969,17792.67969,134680000,15.15,15.4,15.0,15.15,15.071366,359300,1.0636,1.0647,1.0658,1.0593,0,44.83,44.46,45.73,43.57,291000,1,42.03,41.55,42.81,40.47,1,33608,33465,33799,33152,21460,1,2.2430000000000003,2.273,2.297,2.239,0,849.4,857.15,857.65,844.65,0,541.35,563.55,564.0,537.6,0,740,99.855,99.68,100.065,99.58,28300,1,13.35,13.48,13.25,13.33,13.004255,26679900,12.84,13.24,12.82,13.02,13.02,29045200 +2015-11-24,103.120003,103.25,102.690002,102.940002,102.940002,3479600,207.869995,209.830002,207.410004,209.350006,196.126068,98874400,17770.90039,17862.59961,17683.50977,17812.18945,17812.18945,127170000,15.5,15.7,15.1,15.45,15.369809,737800,1.0641,1.0634,1.0674,1.062,1,46.12,45.11,46.5,44.92,271930,1,42.64,42.08,43.5,41.9,1,33889,33643,33997,33566,17400,1,2.239,2.2430000000000003,2.252,2.206,0,842.75,849.35,851.9,837.0,0,541.5,543.85,545.0,533.3,1,740,99.59,99.785,99.845,99.515,23230,0,13.6,13.88,13.49,13.84,13.501794,59251900,13.35,13.5,13.2,13.32,13.32,25560200 +2015-11-25,102.470001,102.690002,102.209999,102.459999,102.459999,2931300,209.5,209.740005,209.009995,209.320007,196.097946,51980100,17820.81055,17854.91992,17801.83008,17813.39063,17813.39063,82540000,15.3,15.65,15.1,15.45,15.369809,632200,1.0627,1.0642,1.069,1.0566,0,46.17,46.04,46.5,45.03,229110,1,43.2,42.7,43.27,41.73,1,33814,33725,33864,33484,11490,0,2.234,2.246,2.248,2.224,0,846.2,842.6,849.35,833.45,1,551.3,539.05,561.4,528.05,1,740,99.83,99.61,100.23,99.365,6290,1,13.65,13.95,13.56,13.71,13.374969,35075100,13.11,13.42,12.96,13.39,13.39,27117000 +2015-11-27,101.010002,101.620003,100.989998,101.25,101.25,4993600,209.429993,209.800003,208.860001,209.559998,196.322784,37317800,17806.03906,17830.35938,17749.32031,17813.39063,17813.39063,82540000,15.1,15.35,14.8,14.85,14.772924,232500,1.0593,1.061,1.064,1.057,0,44.86,45.57,45.63,44.79,165310,0,41.76,43.27,43.32,41.69,0,33701,33900,33962,33511,18240,0,2.222,2.222,2.231,2.204,0,836.45,854.7,857.5,833.95,0,549.6,555.3,569.15,547.0,0,740,100.073,99.93,100.255,99.7,14130,1,13.41,13.59,13.37,13.45,13.121325,38458000,13.09,13.11,13.0,13.03,13.03,10619600 +2015-11-30,101.529999,102.379997,101.519997,101.919998,101.919998,6773000,209.75,209.889999,208.559998,208.690002,195.507767,112822700,17802.83984,17837.24023,17719.78906,17719.91992,17719.91992,155560000,14.85,15.35,14.75,15.3,15.220589000000002,789400,1.0564,1.0591,1.0596,1.0558,0,44.61,44.86,45.75,44.44,235940,0,41.69,41.79,42.62,41.52,0,33480,33641,33779,33412,15410,0,2.208,2.218,2.245,2.206,0,832.2,833.15,835.7,826.1,0,541.95,548.0,550.0,539.85,0,0,100.21,100.115,100.36,100.02,22100,1,13.55,13.8,13.52,13.76,13.423749,43282800,13.18,13.23,12.9,12.93,12.93,22160200 +2015-12-01,102.300003,102.43,101.809998,102.279999,102.279999,4645900,209.440002,210.820007,209.110001,210.679993,197.37204,97858400,17719.7207,17895.5,17719.7207,17888.34961,17888.34961,103880000,15.35,15.75,14.95,15.6,15.519032,660700,1.0631,1.0566,1.0638,1.0562,1,44.44,44.62,45.18,44.03,301200,0,41.66,41.75,42.25,41.19,0,33299,33597,33763,33256,3740,0,2.145,2.217,2.239,2.145,0,841.6,832.7,846.45,831.85,1,538.65,543.0,552.2,540.85,0,720,99.84,100.25,100.255,99.755,26910,0,13.85,14.2,13.69,14.16,13.813973999999998,55243200,12.92,13.11,12.83,12.95,12.95,19658700 +2015-12-02,101.349998,101.349998,100.529999,100.690002,100.690002,10223500,210.619995,211.0,208.229996,208.529999,195.357834,108441300,17883.14063,17901.58008,17708.19922,17729.67969,17729.67969,102860000,15.2,15.75,14.9,15.6,15.519032,658700,1.0615,1.0633,1.0644,1.0553,0,42.49,44.32,44.64,42.43,324060,0,40.1,41.71,41.99,39.86,0,33228,33413,33615,33200,460,0,2.178,2.154,2.201,2.154,1,834.2,841.7,852.95,829.7,0,525.7,542.4,543.45,525.25,0,720,100.02,99.87,100.545,99.835,37700,1,13.82,14.02,13.62,13.79,13.453015,59197500,12.77,13.03,12.38,12.48,12.48,52543800 +2015-12-03,101.230003,101.970001,100.849998,101.760002,101.760002,6499900,208.830002,209.149994,204.75,205.610001,192.622314,166224200,17741.57031,17780.58984,17425.56055,17477.66992,17477.66992,126990000,15.8,16.0,15.35,15.65,15.568771,506900,1.0941,1.0616,1.0983,1.0541,1,43.84,42.77,44.69,42.61,271480,1,41.28,40.17,41.8,40.09,1,33477,33185,33621,33102,180,1,2.321,2.1830000000000003,2.347,2.178,1,849.95,833.85,849.95,825.5,1,535.85,527.4,537.4,527.4,1,720,97.634,100.09,100.6,97.59,125220,0,14.03,14.21,13.86,14.08,13.735929,51983700,12.59,12.97,12.45,12.77,12.77,35997400 +2015-12-04,102.739998,104.209999,102.650002,104.019997,104.019997,10670200,205.610001,209.970001,205.610001,209.619995,196.379028,192913900,17482.67969,17866.4707,17482.67969,17847.63086,17847.63086,137650000,15.85,16.35,15.8,16.299999,16.215397,693200,1.0886,1.0939,1.0957,1.0837,0,43.0,43.98,44.82,42.67,345830,0,40.15,41.34,42.03,39.63,0,34424,33600,34490,33521,160,1,2.273,2.303,2.358,2.26,0,880.2,850.1,887.95,845.15,1,566.2,544.75,572.7,543.8,1,720,98.343,98.015,98.615,97.75,55180,1,14.23,14.86,14.23,14.83,14.467601,76943200,12.45,12.63,12.33,12.46,12.46,41884500 +2015-12-07,103.32,103.370003,102.5,102.669998,102.669998,4393500,209.229996,209.729996,207.199997,208.350006,195.189224,102027100,17845.49023,17845.49023,17639.25,17730.50977,17730.50977,99670000,16.1,16.299999,15.1,15.35,15.270329,755100,1.0835,1.0859,1.0888,1.0795,0,40.73,43.26,43.26,40.6,272440,0,37.64,40.12,40.17,37.52,0,34771,35136,35359,34750,16120,1,2.236,2.285,2.292,2.204,0,858.65,877.75,887.65,852.5,0,555.75,554.5,554.5,551.55,0,710,98.669,98.33,98.905,98.27,29000,1,14.62,14.66,14.06,14.2,13.852996,69177200,12.02,12.08,11.65,11.72,11.72,53326400 +2015-12-08,103.129997,103.260002,102.529999,102.839996,102.839996,3412300,206.490005,208.289993,205.779999,206.949997,193.87767,103372400,17703.99023,17703.99023,17485.39063,17568.0,17568.0,113720000,15.4,15.5,14.85,15.0,14.922145,738900,1.0894,1.0835,1.0901,1.0827,1,40.26,40.82,41.45,39.81,328380,0,37.84,37.7,38.6,36.66,1,34373,34725,34725,34225,18890,0,2.222,2.236,2.245,2.197,0,851.35,857.65,863.9,845.7,0,548.1,549.1,549.1,549.1,0,710,98.468,98.745,98.765,98.355,23940,0,14.23,14.31,13.94,14.08,13.735929,58937700,11.52,11.97,11.45,11.68,11.68,39573700 +2015-12-09,103.629997,103.660004,102.32,102.639999,102.639999,6026300,206.190002,208.679993,204.179993,205.339996,192.369354,162401500,17558.17969,17767.68945,17403.50977,17492.30078,17492.30078,122020000,15.35,15.8,15.0,15.25,15.170848,526600,1.1025,1.0888,1.1042,1.0877,1,40.11,40.63,41.59,39.57,284650,0,37.23,37.91,39.04,36.91,0,34506,34374,34799,34301,18720,1,2.211,2.227,2.271,2.197,0,856.65,851.1,866.85,847.6,1,552.55,556.0,556.0,549.55,1,710,97.334,98.485,98.51,97.21,49350,0,14.42,14.53,14.09,14.27,13.921287,50909900,11.77,12.06,11.43,11.56,11.56,38871100 +2015-12-10,102.510002,102.830002,102.339996,102.550003,102.550003,3699300,205.419998,207.429993,205.139999,205.869995,192.86586,115196800,17493.16992,17697.74023,17474.66016,17574.75,17574.75,107310000,15.1,15.5,14.85,15.15,15.071366,405700,1.0941,1.1027,1.1029,1.0924,0,39.73,40.44,40.7,39.46,188990,0,36.56,37.3,37.56,36.41,0,34215,34396,34496,34190,14150,0,2.234,2.218,2.239,2.206,1,854.3,856.7,862.95,848.6,0,542.7,542.8,545.7,542.8,0,710,97.96,97.365,97.98,97.365,39190,1,14.15,14.46,14.13,14.21,13.862751,32698200,11.44,11.57,11.33,11.37,11.37,33745900 +2015-12-11,101.910004,103.32,101.849998,103.110001,103.110001,6798400,203.350006,204.139999,201.509995,201.880005,189.127914,211173300,17574.75,17574.75,17230.5,17265.21094,17265.21094,134510000,15.0,15.7,14.9,15.4,15.320068,743600,1.0989,1.0943,1.1033,1.0926,1,37.93,39.55,39.74,37.36,167310,0,35.36,36.67,36.88,35.19,0,33983,34151,34292,33626,22200,0,2.132,2.236,2.239,2.12,0,841.25,854.1,859.7,838.5,0,545.05,541.3,547.0,541.3,1,700,97.551,97.98,98.195,97.325,14990,0,14.05,14.53,14.03,14.38,14.028598,47148500,11.3,11.33,11.0,11.07,11.07,44460900 +2015-12-14,102.580002,102.720001,101.739998,101.790001,101.790001,5527200,202.070007,203.050003,199.949997,202.899994,190.083466,176235400,17277.10938,17378.01953,17138.4707,17368.5,17368.5,142540000,15.35,15.35,14.45,14.55,14.474482,708000,1.0992,1.0985,1.105,1.0946,1,37.92,37.85,38.43,36.33,115120,0,36.25,35.45,36.75,34.58,1,33487,33917,33950,33380,19060,0,2.225,2.155,2.23,2.138,1,847.9,842.5,856.65,837.1,1,549.15,548.6,548.6,548.15,1,670,97.469,97.725,97.87,97.565,900,0,14.28,14.32,13.56,13.56,13.228635999999998,80391500,10.97,11.3,10.79,11.16,11.16,38607500 +2015-12-15,101.709999,102.059998,101.410004,101.519997,101.519997,6831100,204.699997,206.110001,202.869995,205.029999,192.078934,154069600,17374.7793,17627.63086,17341.17969,17524.91016,17524.91016,123430000,14.75,14.9,14.35,14.55,14.474482,437500,1.0928,1.0991,1.1059,1.0903,0,38.45,37.89,39.41,37.55,73700,1,36.74,36.34,37.9,36.05,1,33593,33433,33645,33335,17780,1,2.268,2.218,2.289,2.202,1,855.8,847.85,860.95,847.35,1,567.4,562.8,562.8,562.8,1,640,98.288,97.655,98.35,97.225,24920,1,13.72,13.82,13.51,13.63,13.296926,37161500,11.33,11.65,11.25,11.4,11.4,35892100 +2015-12-16,102.589996,103.199997,101.660004,102.75,102.75,8292200,206.369995,208.389999,204.800003,208.029999,194.88945,197017000,17530.84961,17784.35938,17483.67969,17749.08984,17749.08984,123790000,14.9,15.2,14.15,14.85,14.772924,926500,1.0913,1.0932,1.1008,1.0888,0,37.19,38.09,38.45,37.11,18230,0,35.72,36.86,37.42,35.36,0,34400,33629,34460,33502,23210,1,2.298,2.268,2.332,2.25,1,872.25,855.45,880.35,855.35,1,572.35,564.7,572.75,564.7,1,640,97.884,98.18,98.645,97.625,47390,0,13.93,14.24,13.67,14.17,13.82373,82756600,11.23,11.34,10.88,10.99,10.99,36387300 +2015-12-17,100.919998,100.989998,100.230003,100.5,100.5,10156200,208.399994,208.479996,204.839996,204.860001,191.919662,173092500,17756.53906,17796.75977,17493.5,17495.83984,17495.83984,115780000,14.2,14.5,13.85,14.2,14.126297,575600,1.0825,1.0915,1.0915,1.08,0,37.06,37.6,37.93,36.75,200850,0,34.72,35.92,35.96,34.75,0,33170,34159,34159,33030,28440,0,2.225,2.283,2.285,2.2230000000000003,0,848.2,872.4,883.9,842.7,0,557.85,562.25,564.65,557.35,0,640,99.32,98.655,99.345,98.645,30970,1,13.68,13.68,13.3,13.34,13.014012,92531900,10.95,10.95,10.71,10.74,10.74,30064600 +2015-12-18,101.349998,102.529999,101.300003,102.040001,102.040001,8345900,202.770004,202.929993,199.830002,200.020004,188.500244,251393500,17495.03906,17496.58008,17124.31055,17128.55078,17128.55078,344560000,14.45,15.6,14.25,15.2,15.121107,1429400,1.0868,1.0828,1.0877,1.0806,1,36.88,36.81,37.73,36.41,218040,0,34.49,35.03,35.73,34.45,0,33933,33182,34146,33115,24450,1,2.204,2.23,2.234,2.178,0,859.65,847.8,862.75,840.5,1,559.35,561.1,561.1,561.1,1,660,98.731,99.05,99.29,98.665,29690,0,13.55,13.83,13.48,13.64,13.306681,62472400,10.81,10.99,10.62,10.66,10.66,37112500 +2015-12-21,102.949997,103.519997,102.830002,103.150002,103.150002,6378900,201.410004,201.880005,200.089996,201.669998,190.055161,99094300,17154.93945,17272.35938,17116.73047,17251.61914,17251.61914,114910000,15.55,16.049999,15.15,15.85,15.767734,688000,1.0915,1.0863,1.0941,1.0848,1,36.35,36.55,36.75,36.04,175120,0,34.74,34.58,34.86,33.98,1,34301,34033,34350,33874,22720,1,2.195,2.204,2.225,2.172,0,873.25,857.95,882.05,855.6,1,553.75,556.7,556.7,551.3,0,660,98.369,98.78,98.855,98.295,20930,0,13.81,13.9,13.65,13.76,13.538889,70487000,10.6,10.75,10.52,10.66,10.66,26532400 +2015-12-22,103.089996,103.199997,102.559998,102.610001,102.610001,4061400,202.720001,203.850006,201.550003,203.5,191.779755,103602200,17253.55078,17451.10938,17242.85938,17417.26953,17417.26953,91570000,15.8,16.25,15.55,15.6,15.519032,474000,1.0955,1.0913,1.0985,1.0901,1,36.11,36.36,36.72,35.98,166300,0,36.45,35.84,36.59,35.7,1,34286,34224,34531,34140,16370,0,2.237,2.195,2.239,2.185,1,873.5,873.1,880.1,870.6,1,555.0,558.0,558.0,558.0,1,660,98.244,98.5,98.515,98.005,17750,0,13.73,13.92,13.63,13.68,13.460174,29832600,10.68,10.88,10.66,10.77,10.77,21685200 +2015-12-23,102.400002,102.589996,102.209999,102.309998,102.309998,2821400,204.690002,206.070007,204.580002,206.020004,194.154648,110987200,17427.63086,17607.91992,17427.63086,17602.60938,17602.60938,92820000,15.7,16.1,15.6,15.7,15.618512,456600,1.0909,1.0955,1.0957,1.0869,0,37.36,36.37,37.88,36.28,196980,1,37.89,36.54,38.02,36.35,1,34215,34175,34338,34065,15200,0,2.259,2.236,2.28,2.234,1,872.15,873.55,876.75,863.25,0,553.45,551.4,552.55,551.4,0,660,98.367,98.225,98.665,98.21,16790,1,13.77,13.98,13.74,13.97,13.745515,42889100,11.06,11.29,11.0,11.26,11.26,39354100 +2015-12-24,102.82,103.050003,102.769997,103.050003,103.050003,1710200,205.720001,206.330002,205.419998,205.679993,193.834213,48542200,17593.25977,17606.33984,17543.94922,17552.16992,17552.16992,40350000,15.85,16.25,15.75,16.15,16.066175,200800,1.0972,1.0913,1.0976,1.0903,1,37.89,37.77,38.1,36.91,111020,1,38.11,37.96,38.38,37.48,1,34345,34237,34399,34173,7300,1,2.245,2.257,2.266,2.239,0,884.45,872.55,886.0,871.6,1,559.3,556.7,556.7,555.8,1,660,98.016,98.39,98.39,97.935,9150,0,14.08,14.29,14.06,14.27,14.040693,24429100,11.34,11.35,11.23,11.3,11.3,19038100 +2015-12-28,102.480003,102.599998,102.029999,102.269997,102.269997,3353600,204.860001,205.259995,203.940002,205.210007,193.391281,64967100,17535.66016,17536.90039,17437.33984,17528.26953,17528.26953,59770000,15.9,15.9,15.05,15.2,15.121107,381900,1.0968,1.0965,1.0995,1.0951,0,36.62,37.84,37.95,36.41,84340,0,36.69,38.02,38.11,36.62,0,33451,34222,34236,33421,21350,0,2.232,2.253,2.257,2.213,0,882.1,891.6,892.7,875.55,0,552.0,562.5,562.5,562.5,0,660,97.95,97.97,98.055,97.835,10770,0,14.03,14.04,13.67,13.79,13.568406,42454500,11.06,11.07,10.91,10.93,10.93,20108800 +2015-12-29,102.519997,102.580002,102.110001,102.199997,102.199997,2832200,206.509995,207.789993,206.470001,207.399994,195.4552,92640700,17547.36914,17750.01953,17547.36914,17720.98047,17720.98047,69860000,15.4,15.65,15.15,15.45,15.369809,481500,1.0917,1.0968,1.0992,1.0899,0,37.79,36.59,37.98,36.56,171680,1,37.36,36.74,37.98,36.7,1,33558,33645,33800,33513,17520,1,2.3080000000000003,2.232,2.319,2.221,1,890.8,881.85,895.65,880.65,1,556.45,557.8,557.8,557.8,1,660,98.173,97.925,98.475,97.84,17180,1,13.97,14.05,13.79,13.95,13.725835,28853300,11.16,11.29,11.15,11.26,11.26,23585200 +2015-12-30,101.470001,101.599998,101.349998,101.419998,101.419998,3745000,207.110001,207.210007,205.759995,205.929993,194.069839,63317700,17711.93945,17714.13086,17588.86914,17603.86914,17603.86914,59760000,15.25,15.25,14.8,15.0,14.922145,473100,1.0932,1.092,1.0947,1.0903,1,36.46,37.29,37.55,36.35,173510,0,36.8,37.41,37.45,36.45,0,33390,33656,33696,33217,18830,0,2.294,2.3,2.325,2.285,0,872.05,891.85,895.85,854.35,0,549.25,558.85,561.8,550.0,0,660,98.354,98.305,98.495,98.19,9830,1,13.65,13.74,13.57,13.66,13.440495,40319300,10.96,11.0,10.84,10.93,10.93,24796400 +2015-12-31,101.480003,101.720001,101.309998,101.459999,101.459999,3823600,205.130005,205.889999,203.869995,203.869995,192.128464,114877900,17590.66016,17590.66016,17421.16016,17425.0293,17425.0293,93690000,14.95,15.2,14.55,14.85,14.772924,701100,1.0861,1.0932,1.0938,1.085,0,37.28,36.57,37.95,36.1,149600,1,37.11,36.9,37.88,36.31,1,33299,33543,33566,33173,13270,0,2.269,2.303,2.305,2.266,0,892.5,871.75,895.25,866.6,1,562.25,545.55,558.6,545.55,1,0,98.745,98.26,98.845,98.255,18780,1,13.66,13.75,13.6,13.72,13.499532,27523300,10.84,11.24,10.82,11.0,11.0,30362300 +2016-01-04,103.129997,103.669998,102.489998,102.889999,102.889999,6440000,200.490005,201.029999,198.589996,201.020004,189.442627,222353500,17405.48047,17405.48047,16957.63086,17148.93945,17148.93945,148060000,15.15,15.5,14.65,15.4,15.320068,885400,1.0831,1.0858,1.0949,1.0783,0,37.22,37.85,38.99,36.77,321840,0,36.89,37.64,38.42,36.36,0,33533,33364,34164,33364,34340,1,2.2430000000000003,2.293,2.293,2.2,0,881.65,891.7,894.6,874.65,0,544.55,550.55,551.45,540.0,0,660,98.968,98.76,99.3,98.11,39010,1,14.12,14.24,13.87,14.09,13.863585,53710100,11.26,11.42,10.82,10.98,10.98,36236700 +2016-01-05,103.129997,103.459999,102.93,103.18,103.18,3500300,201.399994,201.899994,200.050003,201.360001,189.763031,110845800,17147.5,17195.83984,17038.60938,17158.66016,17158.66016,105750000,15.45,15.6,14.95,15.0,14.922145,567900,1.0748,1.0831,1.084,1.0711,0,36.42,37.27,37.57,36.24,275470,0,36.12,36.93,37.13,35.77,0,33666,33600,33900,33543,21010,1,2.239,2.241,2.266,2.2230000000000003,0,890.3,881.5,898.9,881.15,1,536.2,543.4,547.6,536.5,0,650,99.496,98.91,99.73,98.855,38360,1,14.13,14.15,13.91,14.02,13.794710999999998,29913400,10.8,10.87,10.64,10.66,10.66,32173600 +2016-01-06,104.370003,104.800003,103.93,104.669998,104.669998,9316600,198.339996,200.059998,197.600006,198.820007,187.369339,152112600,17154.83008,17154.83008,16817.61914,16906.50977,16906.50977,120250000,15.3,15.5,15.15,15.4,15.320068,640500,1.0781,1.0749,1.0802,1.0721,1,34.23,36.64,36.67,34.13,296860,0,34.04,36.21,36.42,33.8,0,33774,33691,34125,33625,29240,1,2.17,2.236,2.244,2.168,0,879.55,890.25,893.15,874.1,0,505.6,531.0,531.0,505.9,0,650,99.266,99.515,99.75,99.195,29730,0,14.22,14.35,14.15,14.25,14.021014,39864700,10.3,10.47,10.06,10.11,10.11,73087100 +2016-01-07,105.830002,106.239998,105.190002,106.150002,106.150002,11730400,195.330002,197.440002,193.589996,194.050003,182.874039,213436100,16888.35938,16888.35938,16463.63086,16514.09961,16514.09961,176240000,15.65,16.75,15.55,16.4,16.314878,805200,1.0936,1.0779,1.0941,1.077,1,33.75,34.52,34.74,32.16,291510,0,33.27,34.11,34.27,32.12,0,34531,33825,34589,33639,32570,1,2.149,2.1830000000000003,2.2,2.119,0,875.55,879.65,885.3,863.3,0,493.5,506.0,507.3,487.85,0,640,98.272,99.325,99.385,98.24,39140,0,14.5,15.01,14.38,14.88,14.640891,78644600,9.89,10.2,9.85,9.9,9.9,51997700 +2016-01-08,105.480003,105.800003,105.040001,105.68,105.68,7678200,195.190002,195.850006,191.580002,191.919998,180.866699,209817200,16519.16992,16651.89063,16314.57031,16346.4502,16346.4502,141850000,15.95,16.5,15.7,16.25,16.165657,692400,1.0932,1.0934,1.0936,1.0804,0,33.55,34.02,34.72,32.78,206970,0,32.91,33.34,34.39,32.69,0,33824,34400,34400,33706,25330,0,2.116,2.154,2.225,2.112,0,880.0,875.6,885.85,866.95,1,494.2,500.6,500.6,490.95,1,640,98.599,98.42,99.295,98.375,40220,1,14.5,14.64,14.26,14.52,14.286675,66017900,9.95,10.02,9.71,9.8,9.8,44688400 +2016-01-11,105.470001,105.57,104.709999,104.739998,104.739998,5905500,193.009995,193.410004,189.820007,192.110001,181.045776,185113200,16358.70996,16461.84961,16232.03027,16398.57031,16398.57031,127790000,16.549999,16.549999,14.85,15.35,15.270329,668100,1.086,1.0923,1.0969,1.0847,0,31.55,33.34,33.38,31.17,202060,0,31.12,32.96,33.23,30.9,0,33664,33900,33970,33530,16830,0,2.175,2.126,2.1790000000000003,2.126,1,849.0,876.85,877.85,844.3,0,474.95,490.9,491.0,475.2,0,640,98.784,98.335,98.97,98.14,32090,1,14.57,14.61,13.82,13.92,13.696318,57223800,9.72,9.76,9.2,9.25,9.25,82008800 +2016-01-12,104.089996,104.589996,103.650002,104.209999,104.209999,5540200,193.820007,194.550003,191.139999,193.660004,182.5065,172330500,16419.10938,16591.34961,16322.07031,16516.2207,16516.2207,117480000,12.8,13.0,11.6,12.4,12.33564,2257100,1.0857,1.0859,1.0904,1.0822,0,30.86,31.54,32.38,30.34,142530,0,30.57,31.23,32.34,30.05,0,33389,33583,33650,33313,20300,0,2.105,2.175,2.2,2.08,0,833.2,848.85,850.0,831.2,0,470.45,458.6,473.15,458.6,0,640,99.024,98.945,99.34,98.635,27240,1,13.8,13.8,13.37,13.61,13.391298,66902500,9.43,9.48,8.9,9.17,9.17,102085300 +2016-01-13,103.889999,104.82,103.779999,104.720001,104.720001,7324200,194.449997,194.860001,188.380005,188.830002,177.954697,221168900,16526.63086,16593.50977,16123.2002,16151.41016,16151.41016,153530000,12.55,13.0,12.5,12.6,12.534602,853300,1.0877,1.0858,1.0891,1.0807,1,30.31,30.82,31.92,29.96,91960,0,30.55,30.62,31.8,30.19,0,34171,33386,34231,33325,27330,1,2.091,2.117,2.151,2.042,0,848.5,833.3,855.75,833.2,1,486.35,475.0,493.75,475.0,1,640,98.978,99.105,99.395,98.905,27270,0,13.54,13.8,13.36,13.61,13.391298,39568100,9.3,9.39,8.93,9.09,9.09,100555700 +2016-01-14,103.75,104.18,102.5,103.019997,103.019997,9989100,189.550003,193.259995,187.660004,191.929993,180.876144,240795600,16159.00977,16482.05078,16075.12012,16379.04981,16379.04981,158830000,12.6,12.65,11.8,12.05,11.987457,874200,1.0865,1.088,1.0945,1.0835,0,31.03,30.26,31.23,29.73,16390,1,31.22,30.62,31.79,30.3,1,33638,34175,34320,33579,24590,0,2.091,2.077,2.122,2.049,1,836.05,848.35,851.95,830.95,0,491.4,484.9,493.45,482.65,1,650,99.155,98.915,99.33,98.65,38490,1,13.46,13.59,13.0,13.13,12.919012,56311100,9.14,9.34,9.04,9.23,9.23,47627300 +2016-01-15,104.919998,104.959999,103.970001,104.080002,104.080002,10052700,186.770004,188.759995,185.520004,187.809998,176.99340800000004,324846400,16354.330080000002,16354.330080000002,15842.11035,15988.080080000002,15988.080080000002,239210000,12.4,12.45,11.1,11.4,11.34083,1144100,1.0917,1.0866,1.0987,1.0855,1,28.94,31.0,31.02,28.82,344460,0,29.71,31.25,31.25,29.2,0,34054,33738,34489,33670,25010,1,2.037,2.101,2.101,1.986,0,830.95,835.85,845.1,823.15,0,487.2,497.0,497.0,488.05,0,650,99.02,99.12,99.195,98.415,46070,0,13.6,13.61,13.07,13.09,12.879656,35653200,8.79,8.9,8.64,8.79,8.79,92820900 +2016-01-19,104.059998,104.449997,103.650002,103.980003,103.980003,4588400,189.960007,190.110001,186.199997,188.059998,177.229004,195244400,16009.4502,16171.95996,15900.25,16016.01953,16016.01953,144360000,11.55,11.7,10.35,10.65,10.594723,1032500,1.0909,1.0892,1.0941,1.0861,1,28.76,28.7,30.24,28.6,419480,1,28.38,29.38,30.4,28.4,0,34428,34090,34489,33962,22840,1,2.056,2.047,2.087,2.021,1,827.8,821.05,835.95,820.55,1,497.1,491.45,501.2,490.8,1,660,99.036,99.255,99.395,98.92,24180,1,13.21,13.24,12.4,12.47,12.269618,76883400,8.75,8.77,8.45,8.49,8.49,60322600 +2016-01-20,105.169998,106.160004,104.940002,105.370003,105.370003,10120900,185.029999,187.5,181.020004,185.649994,174.957825,286547800,15989.4502,15989.4502,15450.55957,15766.74023,15766.74023,191870000,10.9,11.0,10.4,10.6,10.544983,1437100,1.0891,1.091,1.0977,1.0877,0,27.88,28.66,28.75,27.1,375400,0,26.55,28.33,28.58,26.19,0,34689,34380,34832,34334,23820,1,1.988,2.056,2.056,1.939,0,823.8,828.2,829.7,815.05,0,489.25,490.55,490.55,486.8,0,660,99.174,99.075,99.26,98.68,33760,1,12.78,12.92,12.52,12.85,12.643512,64908600,8.34,8.37,7.92,8.24,8.24,83215600 +2016-01-21,104.989998,105.489998,104.519997,105.489998,105.489998,5425000,186.210007,188.869995,184.639999,186.690002,175.937912,195772900,15768.87012,16038.58984,15704.66016,15882.67969,15882.67969,145140000,10.5,10.95,10.1,10.8,10.743945,1211700,1.0874,1.0893,1.0922,1.0779,0,29.25,27.99,29.84,27.29,394260,1,29.85,28.4,30.3,27.91,1,34374,34601,34739,34021,24640,0,2.028,1.996,2.035,1.956,1,820.0,823.45,827.55,811.6,0,499.25,497.85,499.75,495.4,1,650,99.128,99.27,99.95,98.985,68450,0,12.7,12.98,12.45,12.91,12.702547,32173600,8.1,8.69,8.06,8.56,8.56,87217400 +2016-01-22,104.93,105.510002,104.760002,105.0,105.0,4185300,189.779999,190.759995,188.880005,190.520004,179.547348,168319600,15921.09961,16136.79004,15921.09961,16093.50977,16093.50977,145850000,10.8,11.6,10.65,11.4,11.34083,728900,1.0797,1.0874,1.0879,1.079,0,32.18,29.62,32.3,29.29,407780,1,32.25,29.88,32.39,29.57,1,34277,34292,34870,34225,20180,0,2.057,2.035,2.089,2.014,1,831.75,820.2,843.2,818.9,1,500.25,501.6,508.0,499.0,1,650,99.651,99.28,99.675,99.19,26440,1,12.73,13.17,12.69,13.03,12.820619,32747300,9.09,9.29,8.97,9.27,9.27,62556200 +2016-01-25,105.760002,106.089996,105.599998,106.080002,106.080002,6819400,189.919998,190.149994,187.410004,187.639999,176.83320600000005,130371700,16086.45996,16086.45996,15880.15039,15885.21973,15885.21973,123250000,10.9,11.0,9.35,10.5,10.445501,1804700,1.0849,1.0799,1.0858,1.0788,1,30.5,32.1,32.81,30.0,310140,0,29.8,32.1,32.79,29.73,0,34679,34277,34800,34277,19290,1,2.006,2.059,2.064,2.003,0,859.3,833.3,864.7,833.3,1,491.85,498.55,499.3,490.0,0,650,99.406,99.64,99.66,99.28,16690,0,13.26,13.4,13.16,13.38,13.164994,51095400,8.94,9.12,8.54,8.54,8.54,55479000 +2016-01-27,106.860001,107.93,106.650002,107.690002,107.690002,8273400,189.580002,191.559998,187.059998,188.130005,177.294998,185681700,16168.74023,16235.03027,15878.29981,15944.45996,15944.45996,138350000,11.1,11.5,10.65,11.5,11.440311,773100,1.0893,1.0871,1.0917,1.0851,1,33.1,31.2,33.49,30.83,257110,1,32.17,30.62,32.92,30.21,1,35296,34964,35418,34964,18110,1,2.003,1.989,2.053,1.98,1,882.1,875.85,884.85,871.9,1,502.7,495.4,502.7,495.4,1,650,98.954,99.13,99.23,98.745,30070,0,13.87,14.21,13.71,14.2,13.971818,60024700,8.92,9.43,8.79,9.18,9.18,71429700 +2016-01-28,106.550003,106.860001,106.480003,106.540001,106.540001,5914200,189.960007,190.199997,187.160004,189.110001,178.218582,143798800,15960.28027,16102.13965,15863.71973,16069.63965,16069.63965,130120000,11.3,11.45,10.95,11.1,11.042388,559500,1.0939,1.0891,1.0969,1.0869,1,33.89,32.84,35.84,32.56,195140,1,33.75,32.22,34.86,31.77,1,34806,35310,35363,34500,21660,0,1.982,1.996,2.0380000000000003,1.971,0,869.0,882.45,886.8,863.6,0,492.5,500.55,505.55,491.45,0,650,98.539,99.005,99.15,98.45,34540,0,13.87,14.19,13.73,13.86,13.63728,51302800,9.8,9.86,9.41,9.7,9.7,66151100 +2016-01-29,106.610001,107.0,106.260002,106.949997,106.949997,8098700,190.020004,193.880005,189.880005,193.720001,182.563065,210529300,16090.25977,16466.30078,16090.25977,16466.30078,16466.30078,217940000,11.15,11.5,11.05,11.2,11.141869,565900,1.0837,1.0938,1.0951,1.0812,0,34.74,34.08,35.0,33.59,29660,1,33.75,33.73,34.43,32.68,1,34750,34822,34855,34516,15960,0,1.923,1.987,1.992,1.911,0,871.85,869.25,876.9,861.1,1,499.0,495.5,502.8,493.7,1,0,99.652,98.68,99.88,98.6,53800,1,13.83,14.24,13.74,14.21,13.981657,46570700,9.77,9.88,9.38,9.65,9.65,47209700 +2016-02-01,107.540001,108.150002,107.529999,108.050003,108.050003,10471800,192.529999,194.580002,191.839996,193.649994,182.497055,136061600,16453.63086,16510.98047,16299.46973,16449.17969,16449.17969,114450000,11.4,12.1,11.2,11.6,11.539793,712700,1.0888,1.0833,1.0915,1.0814,1,34.24,35.85,36.25,33.92,331870,0,31.33,33.86,34.21,31.32,0,34870,34789,35052,34617,16080,1,1.95,1.933,1.966,1.905,1,872.5,873.7,877.55,866.05,0,502.85,500.2,506.8,498.0,1,640,99.028,99.7,99.75,98.95,27830,0,14.33,14.65,14.3,14.65,14.414587,48295600,9.35,9.36,8.99,9.02,9.02,48889800 +2016-02-02,107.919998,108.18,107.349998,108.089996,108.089996,6656000,191.960007,191.970001,189.539993,190.160004,179.208099,182564900,16420.21094,16420.21094,16108.44043,16153.54004,16153.54004,126210000,11.5,11.55,11.05,11.4,11.34083,404300,1.0919,1.0892,1.0944,1.0886,1,32.72,34.18,34.18,32.23,346890,0,29.66,31.43,31.59,29.63,0,34805,34807,35100,34704,14890,0,1.852,1.943,1.952,1.847,0,856.5,872.45,873.0,853.65,0,491.75,504.2,504.2,491.4,0,640,98.893,99.035,99.105,98.79,19630,0,14.48,14.57,14.11,14.3,14.07021,59458800,8.72,8.81,8.56,8.57,8.57,44437500 +2016-02-03,107.910004,109.580002,107.900002,109.25,109.25,15785200,191.410004,191.779999,187.100006,191.300003,180.28244,205054900,16186.2002,16381.69043,15960.4502,16336.66016,16336.66016,141870000,11.45,12.45,11.4,12.35,12.2859,990900,1.1104,1.0917,1.1146,1.0903,1,35.04,32.41,35.53,32.3,396580,1,32.72,29.78,32.78,29.43,1,35732,34915,35790,34852,26100,1,1.883,1.85,1.896,1.793,1,881.25,856.3,883.7,852.05,1,516.05,490.85,516.6,490.7,1,640,97.301,98.84,98.955,96.885,60540,0,14.44,15.35,14.42,15.35,15.103338,120309300,8.84,9.35,8.54,9.34,9.34,72246300 +2016-02-04,110.449997,110.699997,109.919998,110.57,110.57,13192300,190.710007,192.75,189.960007,191.600006,180.56517,136318100,16329.669919999998,16485.83984,16266.16016,16416.58008,16416.58008,131490000,12.7,14.1,12.7,13.5,13.429931,1321500,1.1208,1.1104,1.124,1.107,1,34.46,35.32,35.84,34.15,323930,0,31.66,32.77,33.66,31.59,0,35829,35599,35995,35541,17840,1,1.846,1.883,1.91,1.841,0,908.85,881.4,910.8,880.9,1,516.1,512.6,518.15,507.0,1,640,96.487,97.185,97.48,96.27,48430,0,15.8,16.360001,15.77,16.15,15.890482,118000400,9.55,9.65,9.06,9.12,9.12,44030700 +2016-02-05,109.790001,112.349998,109.580002,112.32,112.32,14777300,190.990005,191.669998,187.199997,187.949997,177.125351,180788300,16417.94922,16423.63086,16129.80957,16204.96973,16204.96973,139010000,13.15,14.35,12.8,14.3,14.225779,992300,1.1159,1.1209,1.1246,1.111,0,34.06,34.39,35.14,33.81,296570,0,30.99,31.7,32.51,30.69,0,35806,35866,36093,35526,23100,0,1.843,1.848,1.896,1.825,0,913.7,908.5,915.7,896.45,1,499.35,514.5,519.6,499.9,0,640,97.054,96.545,97.305,96.04,42340,1,15.75,17.120001000000002,15.57,17.049999,16.776020000000006,129420600,9.04,9.23,8.8,8.91,8.91,34847600 +2016-02-08,113.669998,114.870003,113.389999,113.830002,113.830002,28341200,185.770004,186.119995,182.800003,185.419998,174.741058,191526700,16147.50977,16147.50977,15803.54981,16027.04981,16027.04981,165880000,15.2,15.4,13.55,13.8,13.728374,1667400,1.1198,1.1159,1.1218,1.1087,1,32.88,33.99,34.68,32.77,211550,0,30.16,31.01,31.42,29.61,0,37127,36113,37280,36007,29560,1,1.7480000000000002,1.853,1.87,1.733,0,929.35,910.75,934.2,901.55,1,518.8,499.8,519.9,495.0,1,640,96.581,97.05,97.5,96.565,31570,0,17.5,17.9,17.440001000000002,17.469998999999998,17.18927,117795100,8.77,8.82,8.52,8.64,8.64,38298300 +2016-02-09,114.43,114.690002,113.550003,113.580002,113.580002,17065400,183.360001,186.940002,183.199997,185.429993,174.750473,176478700,16005.41016,16136.62012,15881.11035,16014.37988,16014.37988,127740000,14.05,14.1,13.0,13.1,13.032007,1304300,1.1293,1.1197,1.1339,1.1163,1,30.32,33.17,33.56,30.28,305770,0,28.3,30.25,30.69,27.82,0,37248,37227,37345,36886,20480,1,1.731,1.745,1.767,1.682,0,934.65,929.5,939.85,922.4,1,517.6,516.85,519.75,511.75,0,640,96.094,96.685,96.85,95.675,41040,0,17.719998999999994,17.82,16.75,16.75,16.480843,100646600,8.51,8.67,7.97,8.18,8.18,56309100 +2016-02-10,113.919998,114.519997,112.980003,114.459999,114.459999,13311100,186.410004,188.339996,185.119995,185.270004,174.59968600000005,148214100,16035.61035,16201.88965,15899.91016,15914.74023,15914.74023,122290000,13.1,13.55,12.45,13.35,13.280709,1276100,1.129,1.1292,1.1311,1.1159,0,30.84,30.95,31.9,30.35,332990,1,27.3,28.42,29.28,27.3,0,36780,37100,37100,36425,22640,0,1.673,1.736,1.774,1.67,0,937.35,934.3,937.45,922.9,1,525.5,520.0,526.0,509.9,1,640,95.936,96.03,96.77,95.78,35600,0,16.719998999999998,17.16,16.15,17.139999,16.864573999999998,80445100,7.97,8.4,7.89,7.96,7.96,64182800 +2016-02-11,118.589996,120.839996,117.769997,119.059998,119.059998,49139000,182.339996,184.100006,181.089996,182.860001,172.328537,219058900,15897.82031,15897.82031,15503.00977,15660.17969,15660.17969,172070000,14.9,15.6,14.3,15.15,15.071366,1785200,1.1324,1.1292,1.1378,1.1274,1,30.06,30.83,31.35,29.92,347590,0,27.22,27.47,27.61,26.18,0,38288,36936,38800,36936,36450,1,1.664,1.681,1.683,1.53,0,956.65,937.75,970.1,934.45,1,525.2,526.0,532.1,522.3,0,650,95.619,95.685,95.9,95.28,49090,0,18.35,18.65,17.77,18.370001,18.07481,168723900,7.82,8.03,7.67,7.99,7.99,95990700 +2016-02-12,118.120003,118.739998,117.879997,118.360001,118.360001,16981200,184.960007,186.649994,183.960007,186.630005,175.881378,127632400,15691.62012,15974.04004,15691.62012,15973.83984,15973.83984,132550000,14.8,15.85,14.7,15.65,15.568771,761100,1.126,1.1328,1.1335,1.1215,0,33.36,31.31,33.44,30.85,394480,1,29.12,27.34,29.7,26.99,1,37984,38085,38241,37771,15830,0,1.746,1.663,1.758,1.6469999999999998,1,958.15,956.7,961.95,951.8,1,527.75,522.3,531.55,521.6,1,660,95.982,95.695,96.25,95.545,27580,1,17.85,18.85,17.780001000000006,18.84,18.537258,93974000,8.16,8.52,8.01,8.33,8.33,67907200 +2016-02-16,116.0,116.309998,114.739998,114.769997,114.769997,14601700,188.770004,189.809998,187.630005,189.779999,178.84996,120250700,16012.38965,16196.41016,16012.38965,16196.41016,16196.41016,142030000,14.75,15.2,13.8,14.15,14.076557,1265600,1.1144,1.1155,1.1196,1.1123,0,32.18,34.51,35.55,31.92,398490,0,29.12,29.12,31.57,28.74,1,37219,36900,37470,36777,20730,1,1.779,1.7719999999999998,1.803,1.743,1,935.8,937.05,942.05,928.1,0,510.3,520.65,523.25,507.75,0,660,96.875,96.635,97.0,96.4,17320,1,17.940001000000006,18.309999,17.200001,17.209999,16.933449,155672200,8.49,8.52,8.18,8.31,8.31,48950000 +2016-02-17,115.470001,116.07,114.889999,115.480003,115.480003,10582400,191.160004,193.320007,191.009995,192.880005,181.771439,136009500,16217.98047,16486.11914,16217.98047,16453.83008,16453.83008,124080000,14.5,14.6,13.55,13.95,13.877595,1074500,1.1128,1.1143,1.118,1.1104,0,34.5,32.54,34.99,31.82,355920,1,31.43,29.16,31.5,28.75,1,37197,37350,37406,36933,15930,0,1.816,1.778,1.847,1.74,1,944.3,935.9,952.2,930.75,1,516.5,510.25,516.7,510.0,1,660,96.8,96.985,97.115,96.645,14190,0,17.540001,17.91,17.34,17.82,17.533648,78925500,8.43,8.9,8.39,8.78,8.78,60273400 +2016-02-18,115.300003,118.599998,115.290001,118.290001,118.290001,13586500,193.199997,193.270004,191.720001,192.089996,181.026901,102343000,16483.75977,16511.83984,16390.42969,16413.42969,16413.42969,104950000,13.65,15.15,13.65,15.0,14.922145,1348400,1.1107,1.113,1.1153,1.1072,0,34.28,34.91,35.73,33.79,324100,0,30.7,31.55,32.17,30.46,0,37522,37130,37582,36968,14840,1,1.741,1.812,1.829,1.736,0,948.2,944.6,949.5,936.15,1,505.45,515.85,518.7,498.0,0,660,96.96,96.835,97.1,96.705,13500,1,17.52,18.91,17.440001000000002,18.9,18.596292,106526900,9.03,9.07,8.65,8.66,8.66,55390100 +2016-02-19,117.260002,117.970001,117.099998,117.580002,117.580002,15192000,191.169998,192.179993,190.449997,192.0,180.942093,114793000,16410.96094,16410.96094,16278.0,16391.99023,16391.99023,134340000,14.75,15.2,14.4,14.6,14.524221,1013100,1.1134,1.1107,1.114,1.1067,1,33.01,33.88,34.46,32.68,287090,0,29.87,31.23,31.37,29.69,0,37517,37483,37750,37302,18160,0,1.743,1.74,1.785,1.719,1,940.45,947.95,951.55,940.3,0,499.75,505.0,506.05,498.0,0,660,96.604,96.75,97.26,96.575,17970,0,18.610001,18.889999,18.280001,18.379999,18.084648,79098700,8.55,8.6,8.35,8.55,8.55,47562600 +2016-02-22,115.440002,116.190002,115.410004,115.489998,115.489998,10677800,193.869995,194.949997,193.789993,194.779999,183.561981,103640300,16417.13086,16664.24023,16417.13086,16620.66016,16620.66016,102240000,14.3,14.65,14.0,14.45,14.375,820700,1.1029,1.1128,1.1137,1.1003,0,34.69,33.25,34.97,32.85,233330,1,31.48,29.72,32.05,29.48,1,36981,37115,37136,36392,21400,0,1.755,1.7480000000000002,1.783,1.747,1,930.2,940.15,940.15,920.7,0,500.5,494.75,494.75,494.75,1,660,97.388,96.745,97.615,96.725,15600,1,17.82,18.690001,17.75,18.530001,18.232239,50464700,8.9,9.01,8.84,8.91,8.91,53972100 +2016-02-23,116.68,117.419998,116.519997,117.220001,117.220001,9033400,194.0,194.320007,192.179993,192.320007,181.243668,111455300,16610.39063,16610.39063,16403.5293,16431.7793,16431.7793,98170000,14.75,14.85,14.3,14.55,14.474482,732900,1.102,1.1031,1.1055,1.0991,0,33.27,34.54,35.11,32.9,348080,0,31.4,33.39,33.58,31.27,0,37176,36980,37333,36925,17240,1,1.716,1.757,1.814,1.714,0,945.2,930.25,946.7,926.4,1,500.35,498.4,502.7,495.0,0,660,97.485,97.35,97.58,97.15,14120,1,18.889999,19.059999,18.65,18.92,18.615971,73296800,8.76,8.76,8.43,8.48,8.48,62427200 +2016-02-24,119.0,119.860001,117.349998,117.610001,117.610001,17938800,190.630005,193.529999,189.320007,193.199997,182.072998,150812200,16418.83984,16507.39063,16165.86035,16484.99023,16484.99023,93620000,14.9,15.15,14.1,14.2,14.126297,934100,1.1013,1.1019,1.1047,1.0957,0,34.41,32.98,34.67,32.37,344000,1,32.21,31.32,32.44,30.6,1,37230,37279,37923,36988,25200,1,1.7519999999999998,1.721,1.755,1.6469999999999998,1,937.75,945.15,957.4,934.8,0,488.7,500.5,500.5,500.5,0,670,97.464,97.48,97.925,97.24,27970,0,19.440001,19.85,18.799999,19.110001,18.802919,91260400,8.19,8.63,8.14,8.59,8.59,48189900 +2016-02-25,117.620003,118.910004,117.540001,117.919998,117.919998,12461600,193.729996,195.550003,192.830002,195.539993,184.278214,107512400,16504.38086,16697.98047,16458.41992,16697.28906,16697.28906,94120000,14.2,15.05,14.05,14.85,14.772924,713900,1.1023,1.1014,1.1052,1.0987,1,35.29,34.39,35.74,33.29,210570,1,33.07,32.23,33.53,31.11,1,37207,37171,37444,36860,19790,0,1.714,1.7519999999999998,1.76,1.6780000000000002,0,927.4,937.45,947.25,919.05,0,483.55,487.0,494.6,480.45,0,670,97.282,97.54,97.735,97.225,15810,0,19.01,19.459999,18.940001,19.389999,19.078419,54182700,8.48,8.92,8.28,8.8,8.8,39101900 +2016-02-26,117.43,117.720001,115.860001,117.110001,117.110001,12505100,196.570007,196.679993,194.899994,195.089996,183.854111,129833700,16712.69922,16795.98047,16623.91016,16639.9707,16639.9707,98480000,14.65,15.4,14.45,14.55,14.474482,661500,1.0934,1.102,1.1071,1.0913,0,35.1,35.1,37.0,34.73,126420,0,32.79,33.2,34.85,32.8,0,36250,37105,37117,36145,23650,0,1.764,1.724,1.783,1.714,1,915.15,927.25,930.9,913.25,0,482.45,484.6,494.35,481.0,0,670,98.175,97.34,98.285,97.115,26710,1,18.950001,19.34,18.639999,18.690001,18.389669,117343300,9.14,9.16,8.7,8.78,8.78,58799400 +2016-02-29,117.589996,118.699997,117.529999,118.639999,118.639999,11517500,195.110001,196.229996,193.330002,193.559998,182.412262,125918100,16634.15039,16726.11914,16510.40039,16516.5,16516.5,126220000,14.85,15.0,14.6,15.0,14.922145,524400,1.0873,1.0932,1.0964,1.0858,0,35.97,35.1,36.23,34.83,30240,1,33.91,32.77,34.03,32.38,1,36081,36103,36274,35910,13490,0,1.7380000000000002,1.757,1.768,1.73,0,934.05,914.4,938.1,914.0,1,495.65,486.65,499.2,483.1,1,0,98.219,98.18,98.39,97.825,19930,1,18.959999,19.4,18.92,19.379999,19.068581,80199400,8.86,9.04,8.78,9.0,9.0,50604400 +2016-03-01,118.739998,119.110001,117.339996,117.769997,117.769997,14139300,195.009995,198.210007,194.449997,198.110001,186.700195,141799700,16545.66992,16865.56055,16545.66992,16865.08008,16865.08008,105050000,15.2,15.3,14.1,14.25,14.176038,931300,1.0867,1.0873,1.0896,1.0835,0,36.81,36.6,37.25,35.95,276260,1,33.85,33.95,34.81,33.42,0,35621,36250,36475,35583,1950,0,1.827,1.737,1.837,1.702,1,937.5,934.65,946.7,932.85,1,517.35,494.7,523.25,491.25,1,680,98.365,98.205,98.585,98.11,19340,1,19.440001,19.5,18.52,18.57,18.271595,119848300,8.98,9.26,8.89,9.15,9.15,47605400 +2016-03-02,118.339996,118.970001,118.07,118.68,118.68,8903000,197.740005,199.059998,197.25,199.0,187.538971,102415000,16851.16992,16900.16992,16766.32031,16899.32031,16899.32031,104470000,14.4,14.75,14.2,14.75,14.673443,755000,1.0868,1.0868,1.0881,1.0825,1,36.93,36.62,37.4,36.1,278170,1,34.74,33.92,35.2,33.58,1,36051,35680,36151,35680,390,1,1.835,1.816,1.872,1.804,1,937.4,937.5,942.6,931.65,0,515.3,516.45,522.25,509.55,0,680,98.225,98.33,98.595,98.15,14510,0,18.719999,19.18,18.59,19.049999,18.743879,79717600,9.01,9.36,8.94,9.3,9.3,49507900 +2016-03-03,118.860001,121.300003,118.809998,120.730003,120.730003,18634800,198.789993,199.800003,198.110001,199.779999,188.274017,94146200,16896.16992,16944.31055,16820.73047,16943.90039,16943.90039,91110000,14.75,16.200001,14.75,16.200001,16.115917,1352300,1.0957,1.0867,1.0974,1.0853,1,37.07,37.05,37.37,36.35,256490,1,34.69,34.77,35.36,34.22,0,36304,35967,36370,35736,260,1,1.835,1.834,1.863,1.814,1,947.35,937.5,956.75,932.35,1,542.2,517.0,544.2,512.7,1,680,97.601,98.235,98.355,97.46,22220,0,19.16,20.02,19.1,19.82,19.501511,93432200,9.13,9.41,9.11,9.25,9.25,34161800 +2016-03-04,121.129997,122.370003,120.220001,120.540001,120.540001,16261100,200.009995,201.350006,199.029999,200.429993,188.886597,129293600,16945.0,17062.38086,16898.83984,17006.76953,17006.76953,106910000,16.299999,17.799999,16.15,17.35,17.259949,2999300,1.1004,1.0958,1.1045,1.0903,1,38.72,37.04,38.95,36.82,295790,1,36.31,34.7,36.38,34.44,1,36821,36594,37230,36553,90,1,1.876,1.835,1.902,1.818,1,981.05,947.5,988.4,944.3,1,563.0,541.25,563.85,535.0,1,695,97.343,97.645,98.05,97.025,33760,0,19.84,20.879999,19.559999,19.709999,19.393276,138290700,9.29,9.65,9.18,9.65,9.65,48973800 +2016-03-07,121.18,121.580002,120.410004,121.139999,121.139999,9358600,199.339996,201.070007,199.25,200.589996,189.037338,100219000,16991.28906,17099.25,16940.48047,17073.94922,17073.94922,100290000,17.75,18.6,17.700001,18.35,18.254759,1652500,1.1014,1.1008,1.1027,1.094,1,40.84,38.88,41.04,38.87,341910,1,37.97,36.22,38.13,36.11,1,37569,37922,38180,37402,11240,1,1.904,1.879,1.92,1.876,1,998.8,984.75,1010.85,976.95,1,577.6,555.8,579.45,552.5,1,700,97.084,97.335,97.7,97.045,14490,0,20.0,20.73,19.92,20.4,20.072189,109608500,9.68,10.15,9.67,10.11,10.11,67097200 +2016-03-08,121.790001,121.879997,120.470001,120.580002,120.580002,11531000,199.320007,199.919998,198.210007,198.399994,186.973495,123974900,17050.66992,17072.78906,16921.50977,16964.09961,16964.09961,108380000,18.35,18.6,17.049999,17.35,17.259949,1468300,1.1011,1.1014,1.1059,1.0992,0,39.65,40.71,41.48,39.31,352250,0,36.36,38.0,38.45,36.19,0,37427,37500,38150,37360,21570,0,1.831,1.908,1.909,1.804,0,984.15,998.9,1009.0,983.35,0,566.85,578.0,581.65,558.4,0,700,97.206,97.07,97.28,96.895,16220,1,20.620001,20.73,19.389999,19.42,19.107935,137523000,10.04,10.04,9.65,9.65,9.65,45700500 +2016-03-09,119.199997,120.389999,118.839996,119.580002,119.580002,8672900,199.360001,199.789993,198.429993,199.380005,187.897064,94801200,16969.16992,17048.5,16947.93945,17000.35938,17000.35938,116690000,16.85,17.25,16.25,16.9,16.812282999999994,1064200,1.0999,1.1012,1.1037,1.0946,0,41.07,39.65,41.18,39.39,333490,1,38.2,36.38,38.53,36.27,1,37223,37160,37373,36884,20020,0,1.879,1.829,1.897,1.825,1,980.55,984.1,987.0,972.95,0,566.15,560.25,571.4,549.7,0,700,97.159,97.26,97.58,96.935,27940,0,19.01,19.73,18.809999,19.51,19.196491,79357800,9.87,10.21,9.85,10.15,10.15,43985300 +2016-03-10,120.5,121.760002,120.419998,121.5,121.5,18090200,199.960007,201.070007,197.380005,199.539993,188.047821,153608200,17006.05078,17130.10938,16821.85938,16995.13086,16995.13086,117570000,17.1,18.4,17.0,18.1,18.006056,1960500,1.1177,1.0998,1.1218,1.0821,1,40.05,40.89,41.01,39.63,287780,0,38.02,38.2,38.5,37.23,0,37670,37150,37740,36655,26990,1,1.936,1.876,1.952,1.855,1,982.15,980.7,991.0,971.85,1,573.95,567.0,575.95,559.15,1,700,96.055,97.295,98.43,95.94,52910,0,19.84,20.440001,19.75,20.379999,20.052509,85850900,9.96,10.12,9.88,10.04,10.04,32869700 +2016-03-11,121.190002,121.389999,119.360001,119.410004,119.410004,10812300,201.259995,202.809998,199.520004,202.759995,191.082382,137964500,17014.99023,17220.08984,17014.99023,17213.31055,17213.31055,123420000,18.049999,18.15,16.65,16.9,16.812282999999994,1953100,1.1153,1.1177,1.1212,1.1081,0,40.39,40.33,41.03,40.02,276650,1,38.48,38.02,39.05,37.95,1,37610,37740,37815,37408,16530,0,1.98,1.932,1.986,1.916,1,964.85,982.6,993.35,962.35,0,579.95,572.0,585.9,569.5,1,700,96.172,96.175,96.705,95.94,16880,1,20.24,20.58,19.84,19.98,19.658937,87906100,10.21,10.29,10.06,10.19,10.19,28144000 +2016-03-14,120.269997,120.309998,117.5,117.870003,117.870003,14236200,202.160004,203.039993,201.770004,202.5,190.837387,73612000,17207.49023,17275.07031,17161.16016,17229.13086,17229.13086,96350000,16.9,17.15,16.049999,16.1,16.016436,1377000,1.1106,1.1151,1.1177,1.1076,0,39.53,40.25,40.65,38.82,264710,0,37.36,38.22,38.81,36.72,0,37420,37505,38142,37283,22600,0,1.961,1.979,1.986,1.941,0,961.6,967.25,977.5,955.75,0,572.8,578.25,578.25,565.0,0,700,96.521,96.295,96.505,96.175,1290,1,20.15,20.23,19.110001,19.120001,18.812759,122947800,9.92,9.93,9.76,9.88,9.88,37316700 +2016-03-15,117.779999,118.040001,117.360001,117.959999,117.959999,9941800,201.360001,202.529999,201.050003,202.169998,190.526367,93169100,17217.15039,17251.69922,17120.34961,17251.5293,17251.5293,92830000,15.95,16.5,15.6,16.299999,16.215397,1054800,1.1109,1.11,1.1125,1.1071,1,38.74,39.67,39.74,38.32,224360,0,36.77,37.44,37.47,36.03,0,37077,37225,37317,36883,17780,0,1.968,1.963,1.975,1.915,1,959.55,961.35,965.2,951.6,0,570.7,572.2,572.5,559.15,0,700,96.668,96.65,96.905,96.49,12480,1,19.110001,19.549999,18.860001,19.530001,19.216169,73297400,9.73,9.74,9.59,9.7,9.7,35471100 +2016-03-16,117.419998,120.760002,117.339996,120.589996,120.589996,17334000,201.600006,203.820007,201.550003,203.339996,191.628967,129303200,17249.33984,17379.17969,17204.07031,17325.75977,17325.75977,118710000,16.25,17.85,15.8,17.799999,17.707611,1525600,1.1225,1.111,1.1245,1.1058,1,40.33,39.14,40.44,38.83,263870,1,38.55,36.8,38.69,36.66,1,36899,36951,37172,36855,11090,0,1.913,1.97,2.002,1.908,0,978.9,960.1,982.9,956.0,1,577.5,568.9,585.0,564.05,1,700,95.925,96.66,97.09,95.56,30940,0,19.219999,20.959999,18.98,20.860001,20.524797,167168100,9.91,10.2,9.91,10.18,10.18,38311700 +2016-03-17,121.160004,121.18,120.029999,120.129997,120.129997,9914300,203.240005,205.229996,202.770004,204.630005,192.844727,134278500,17321.38086,17529.00977,17297.65039,17481.49023,17481.49023,117990000,18.15,18.25,16.700001,16.950001,16.862023999999998,1725300,1.1319,1.1224,1.1344,1.1205,1,41.54,40.45,41.6,40.41,249230,1,40.34,38.66,40.42,38.53,1,38143,37250,38290,37250,29530,1,1.898,1.908,1.919,1.854,0,987.6,979.0,996.8,976.85,1,597.8,581.95,599.0,579.0,1,700,94.801,95.775,95.865,94.675,30540,0,21.049999,21.42,20.370001,20.43,20.101707,131512400,10.37,10.6,10.29,10.55,10.55,41070700 +2016-03-18,119.589996,120.339996,119.510002,119.800003,119.800003,16965900,204.169998,204.779999,203.800003,204.380005,193.602158,138372400,17481.49023,17620.58008,17481.49023,17602.30078,17602.30078,321230000,16.799999,17.5,16.65,17.1,17.011246,3043500,1.127,1.1319,1.1339,1.1257,0,41.2,41.38,42.54,41.07,286650,0,40.53,41.72,42.67,40.62,1,37756,38347,38588,37577,21720,0,1.877,1.901,1.901,1.863,0,973.65,987.4,993.7,969.05,0,590.05,595.1,597.4,584.95,0,700,95.12,94.8,95.195,94.605,20390,1,20.360001,20.93,20.35,20.610001,20.278814,66406800,10.71,10.8,10.43,10.48,10.48,38919600 +2016-03-21,119.0,119.330002,118.730003,118.959999,118.959999,7240600,204.070007,204.940002,203.800003,204.669998,193.876831,72926700,17589.69922,17644.9707,17551.2793,17623.86914,17623.86914,84410000,17.15,17.549999,16.700001,16.9,16.812282999999994,954100,1.1241,1.127,1.1286,1.1235,0,41.54,41.31,41.88,40.48,234100,1,39.91,39.06,40.3,38.61,0,37864,37769,37940,37486,18320,1,1.917,1.893,1.924,1.868,1,980.3,971.25,984.95,962.2,1,602.95,590.9,604.45,585.15,1,710,95.304,95.1,95.41,95.02,12490,1,20.5,20.780001,20.309999,20.57,20.239458,40155100,10.5,10.62,10.36,10.59,10.59,34995300 +2016-03-22,119.730003,120.160004,118.959999,119.309998,119.309998,6786800,203.759995,205.229996,203.570007,204.559998,193.772629,97471900,17602.71094,17648.93945,17540.41992,17582.57031,17582.57031,95450000,17.549999,17.700001,16.75,16.85,16.762543,1392900,1.1217,1.1245,1.1263,1.119,0,41.79,41.47,42.08,40.97,268210,1,41.24,41.65,41.95,40.83,1,37864,37870,38291,37755,18700,0,1.944,1.919,1.946,1.879,1,996.45,980.15,1001.6,976.75,1,605.6,602.8,608.15,598.8,1,740,95.644,95.445,95.75,95.275,20350,1,20.9,21.0,20.35,20.58,20.249296,42354400,10.41,10.64,10.38,10.54,10.54,28287400 +2016-03-23,116.739998,117.120003,116.160004,116.610001,116.610001,15993700,204.110001,204.330002,203.009995,203.210007,192.493851,81052500,17588.81055,17588.81055,17486.26953,17502.58984,17502.58984,84240000,16.200001,16.549999,15.7,15.7,15.618512,1117400,1.1184,1.1218,1.1224,1.1158,0,40.47,41.56,41.82,40.42,240910,0,39.77,41.21,41.37,39.7,0,36766,37786,37837,36737,26080,0,1.879,1.951,1.954,1.872,0,961.9,996.4,998.3,956.85,0,583.1,607.0,608.0,580.1,0,740,96.064,95.64,96.24,95.63,14470,1,19.780001,19.879999,19.02,19.030001,18.724205,156720700,10.33,10.37,10.08,10.11,10.11,40194200 +2016-03-24,116.769997,116.940002,116.300003,116.330002,116.330002,6280900,202.0,203.160004,201.740005,203.119995,192.4086,84360900,17485.33008,17517.14063,17399.00977,17515.73047,17515.73047,84100000,15.3,15.8,14.8,15.25,15.170848,1149100,1.1174,1.1179,1.1188,1.1143,0,40.44,40.4,40.64,39.22,203280,0,39.52,39.82,39.87,38.42,0,36669,36720,36945,36621,6650,0,1.9,1.884,1.902,1.852,1,948.45,961.85,962.6,943.45,0,572.65,583.0,586.0,570.2,0,740,96.173,96.095,96.385,96.06,13120,1,19.25,19.6,19.07,19.459999,19.147293,64733000,9.78,10.1,9.74,10.06,10.06,50576300 +2016-03-28,116.730003,116.910004,116.269997,116.599998,116.599998,3879100,203.610001,203.860001,202.710007,203.240005,192.522278,62408200,17526.08008,17583.81055,17493.0293,17535.39063,17535.39063,70460000,15.5,15.6,14.9,15.1,15.021626,937800,1.1196,1.1164,1.1221,1.1154,1,40.27,40.58,41.0,39.64,78610,0,39.33,39.61,40.2,38.92,0,36563,36600,36901,36452,12370,0,1.883,1.914,1.918,1.863,0,948.85,943.9,957.85,941.1,1,567.0,573.0,584.55,566.0,0,740,95.94,96.27,96.42,95.84,10600,0,19.620001,19.66,19.09,19.42,19.107935,35286700,10.01,10.06,9.87,10.01,10.01,27248100 +2016-03-29,117.360001,118.809998,116.800003,118.760002,118.760002,14087300,202.759995,205.25,202.399994,205.119995,194.303116,90418600,17512.58008,17642.81055,17434.26953,17633.10938,17633.10938,86160000,15.35,15.9,14.9,15.8,15.717993,1316300,1.1291,1.1198,1.1305,1.1168,1,39.14,40.19,40.25,38.76,149530,0,38.49,39.34,39.5,37.93,0,36560,36518,36743,36241,19310,0,1.804,1.883,1.898,1.8,0,969.9,949.25,971.8,947.4,1,573.2,567.95,579.3,555.4,1,740,95.146,95.945,96.23,95.08,30020,0,19.629999,20.6,19.4,20.540001,20.20994,113453400,9.71,9.82,9.63,9.8,9.8,34407600 +2016-03-30,117.879997,118.199997,116.910004,117.099998,117.099998,10769100,206.300003,206.869995,205.589996,206.020004,195.155655,86365300,17652.35938,17790.10938,17652.35938,17716.66016,17716.66016,79330000,15.65,15.85,15.15,15.65,15.568771,1051900,1.1338,1.129,1.1366,1.1281,1,39.26,39.42,40.61,39.09,103120,1,38.29,38.55,39.88,38.17,0,36329,36624,36840,36256,18130,0,1.828,1.809,1.862,1.804,1,967.15,970.25,979.8,962.15,0,566.35,577.55,579.3,563.25,0,740,94.819,95.185,95.22,94.56,26870,0,20.23,20.5,19.85,20.23,19.904921,62118400,9.99,10.13,9.7,9.73,9.73,36954600 +2016-03-31,118.160004,118.389999,117.599998,117.639999,117.639999,9348200,205.910004,206.410004,205.330002,205.520004,194.682022,94584100,17716.05078,17755.69922,17669.7207,17685.08984,17685.08984,102600000,15.9,16.1,15.7,15.8,15.717993,1351000,1.138,1.1338,1.1413,1.1309,1,39.6,39.12,40.0,38.74,27800,1,38.12,38.38,39.12,37.65,0,36751,36377,36900,36330,16060,1,1.77,1.816,1.832,1.769,0,976.3,967.1,985.5,964.3,1,564.0,565.25,575.9,562.0,0,0,94.578,94.85,95.015,94.295,20680,0,20.48,20.57,19.959999,19.969999,19.649097,46237400,9.68,9.92,9.67,9.7,9.7,32692400 +2016-04-01,116.080002,116.980003,115.550003,116.93,116.93,10405400,204.350006,207.139999,203.979996,206.919998,196.008209,114423500,17661.74023,17811.48047,17568.01953,17792.75,17792.75,104890000,15.35,15.65,15.0,15.65,15.568771,599900,1.1387,1.138,1.1439,1.1334,1,38.67,40.14,40.43,38.55,286170,0,36.7,38.22,38.64,36.7,0,35922,36704,36848,35419,28820,0,1.774,1.784,1.814,1.7619999999999998,1,959.1,976.15,987.6,952.75,0,560.9,564.25,575.05,557.0,0,740,94.618,94.62,95.1,94.325,28250,1,19.459999,20.120001,19.32,20.120001,19.796688,58369200,9.41,9.46,9.32,9.33,9.33,40266100 +2016-04-04,116.669998,116.730003,116.07,116.150002,116.150002,7643700,206.830002,207.070007,205.889999,206.25,195.37355,63497000,17799.39063,17806.38086,17710.66992,17737.0,17737.0,85230000,15.65,15.7,15.05,15.1,15.021626,697600,1.1392,1.1393,1.1414,1.1357,1,37.69,38.69,38.92,37.5,286650,0,35.48,36.63,37.23,35.48,0,35581,35995,35995,35551,13330,0,1.7619999999999998,1.765,1.791,1.753,0,940.2,960.65,961.5,938.35,0,552.4,561.35,565.75,550.0,0,740,94.524,94.56,94.83,94.415,11470,0,20.049999,20.049999,19.51,19.530001,19.216169,65764800,9.32,9.46,9.05,9.08,9.08,38727100 +2016-04-05,117.760002,117.93,117.150002,117.660004,117.660004,8865900,204.669998,206.259995,203.889999,204.190002,193.422165,99662200,17718.0293,17718.0293,17579.56055,17603.32031,17603.32031,115230000,15.4,15.6,15.0,15.35,15.270329,688800,1.1384,1.1389,1.1406,1.1336,0,37.87,37.5,38.44,37.27,296450,1,36.57,35.52,36.6,35.26,1,36082,35825,36340,35811,16880,1,1.72,1.764,1.764,1.715,0,953.8,940.15,967.1,938.55,1,543.65,552.4,562.5,541.0,0,740,94.637,94.615,94.99,94.455,21140,1,20.059999,20.190001,19.559999,20.129999,19.806528,74601400,9.07,9.19,8.99,9.13,9.13,42668400 +2016-04-06,116.699997,117.389999,116.260002,116.940002,116.940002,7415500,204.190002,206.490005,203.979996,206.419998,195.534561,89889800,17605.44922,17723.55078,17542.53906,17716.05078,17716.05078,99410000,15.15,15.55,15.05,15.55,15.469291,821000,1.1399,1.1384,1.1434,1.1327,1,39.84,38.4,39.94,38.34,323370,1,37.73,36.58,37.95,36.48,1,35986,36079,36280,35752,18740,0,1.758,1.732,1.774,1.729,1,948.4,954.3,961.3,942.5,0,537.95,547.0,556.95,537.0,0,740,94.441,94.635,95.075,94.24,32360,0,19.879999,20.23,19.799999,20.15,19.826206,34937000,9.38,9.63,9.32,9.6,9.6,45573000 +2016-04-07,118.650002,118.849998,115.0,118.610001,118.610001,11900500,205.139999,205.559998,203.089996,203.949997,193.194794,113859000,17687.2793,17687.2793,17484.23047,17541.96094,17541.96094,90120000,15.8,16.200001,15.65,16.049999,15.966695,1202100,1.1377,1.1398,1.1455,1.1337,0,39.43,39.9,40.29,38.7,308720,0,37.48,37.81,38.35,36.74,0,36382,36048,36621,36000,22680,1,1.6869999999999998,1.758,1.769,1.685,0,958.1,948.2,965.55,946.2,1,538.1,540.0,540.0,539.0,1,740,94.504,94.455,94.67,94.035,26250,1,20.59,20.860001,20.52,20.780001,20.446083,81856200,9.49,9.55,9.33,9.51,9.51,28205000 +2016-04-08,118.07,118.769997,117.980003,118.43,118.43,9078900,205.339996,205.850006,203.869995,204.5,193.715836,95040600,17555.39063,17694.50977,17528.16016,17576.96094,17576.96094,79990000,16.549999,17.549999,16.4,17.0,16.911764,2365900,1.1401,1.1379,1.1421,1.1349,1,41.94,39.68,42.01,39.62,340220,1,39.67,37.54,39.86,37.47,1,36671,36600,36699,36150,14690,1,1.717,1.7009999999999998,1.7380000000000002,1.699,1,968.75,957.9,969.9,955.35,1,538.65,536.7,544.0,534.6,1,740,94.252,94.585,94.7,94.09,19260,0,20.709999,21.549999,20.700001,21.440001,21.095476,69638900,9.98,10.11,9.93,10.03,10.03,47156500 +2016-04-11,119.470001,120.300003,119.419998,120.029999,120.029999,9846000,205.25,206.070007,203.910004,204.020004,193.261124,83757500,17586.48047,17731.63086,17555.90039,17556.41016,17556.41016,107100000,17.65,18.75,17.6,18.200001,18.105537,1932900,1.1408,1.1407,1.1448,1.1373,1,42.83,42.0,43.06,41.41,279920,1,40.35,39.76,40.79,39.29,1,37764,36750,37844,36715,22720,1,1.722,1.732,1.755,1.6980000000000002,0,989.45,969.6,994.55,967.25,1,545.5,544.5,553.6,540.55,1,740,93.942,94.15,94.35,93.745,20710,0,21.92,22.790001,21.860001,22.700001,22.33523,121978500,10.19,10.34,10.15,10.28,10.28,29067700 +2016-04-12,120.230003,120.349998,119.550003,120.050003,120.050003,9607900,204.220001,206.25,203.699997,205.919998,195.060944,110162100,17571.33984,17744.42969,17553.57031,17721.25,17721.25,81020000,18.6,19.15,17.950001,18.799999,18.702421,1593500,1.1386,1.1408,1.1466,1.1347,0,44.69,42.7,44.81,42.56,357350,1,41.66,40.38,42.28,40.12,1,38312,37685,38370,37515,25970,1,1.776,1.729,1.785,1.725,1,1000.7,989.3,1004.65,987.65,1,544.15,547.2,555.6,541.25,0,740,93.945,93.98,94.385,93.62,23990,0,22.780001,23.059999,22.360001,22.879999,22.512337,59074700,10.37,10.72,10.31,10.64,10.64,56065200 +2016-04-13,119.370003,119.43,118.559998,118.769997,118.769997,8841500,207.0,208.100006,206.839996,208.0,197.03125,96336400,17741.66016,17918.34961,17741.66016,17908.2793,17908.2793,91710000,18.5,19.200001,18.1,18.299999,18.205017,1115400,1.1274,1.1385,1.1393,1.1266,0,44.18,44.44,44.94,43.76,348590,0,41.55,41.66,42.45,41.27,0,38563,38200,38600,37965,22510,1,1.766,1.778,1.797,1.757,0,998.7,1000.25,1004.1,988.55,0,542.5,546.05,551.4,537.65,0,740,94.762,94.045,94.835,94.0,26030,1,22.48,22.780001,22.17,22.25,21.89246,77053400,10.59,10.74,10.48,10.51,10.51,42934000 +2016-04-14,118.089996,118.190002,116.949997,117.110001,117.110001,13125400,208.070007,208.600006,207.600006,208.009995,197.04071,60422700,17912.25,17962.14063,17885.43945,17926.42969,17926.42969,84510000,18.25,18.35,17.35,17.85,17.757353,798900,1.1268,1.1274,1.1296,1.1234,0,43.84,44.01,44.62,43.29,234370,0,41.45,41.57,42.19,40.87,0,38306,38230,38450,38005,12100,0,1.7919999999999998,1.773,1.804,1.7519999999999998,1,991.0,998.5,1000.35,985.9,0,560.9,545.15,568.0,535.1,1,740,94.908,94.83,95.21,94.685,23230,1,22.15,22.34,21.299999,21.6,21.252907,91711600,10.58,10.65,10.42,10.48,10.48,31708200 +2016-04-15,117.330002,118.120003,117.190002,117.919998,117.919998,7838100,208.009995,208.169998,207.399994,207.779999,196.822815,75761600,17925.94922,17937.65039,17867.41016,17897.46094,17897.46094,118160000,17.950001,18.6,17.5,18.4,18.304499,1034600,1.1283,1.1271,1.132,1.1246,1,43.1,43.8,44.05,42.28,285170,0,40.41,41.46,41.76,40.01,0,38507,38351,38647,38160,9820,1,1.754,1.787,1.7990000000000002,1.74,0,986.25,991.1,992.65,983.8,0,568.25,563.75,571.15,559.55,1,740,94.686,94.91,95.04,94.485,16300,0,21.75,22.309999,21.450001,22.200001,21.843266,69043500,10.28,10.33,10.13,10.25,10.25,34981000 +2016-04-18,118.529999,118.559998,117.629997,117.739998,117.739998,5798400,207.779999,209.279999,207.0,209.240005,198.205841,75277700,17890.19922,18009.5293,17848.2207,18004.16016,18004.16016,89390000,18.799999,18.950001,18.450001,18.65,18.5532,928600,1.1314,1.1297,1.1334,1.1274,1,42.91,41.8,43.43,40.1,383370,0,40.05,38.9,40.39,37.76,0,38322,38251,38520,38150,13320,0,1.771,1.726,1.787,1.722,1,977.2,986.65,987.75,971.25,0,568.0,569.65,570.0,561.5,0,740,94.46,94.69,94.81,94.365,14290,0,22.469999,22.48,21.91,22.18,21.823586,36413800,9.84,10.24,9.79,10.17,10.17,38666300 +2016-04-19,119.870003,120.089996,119.370003,119.580002,119.580002,21031500,209.740005,210.199997,208.940002,209.899994,198.831055,88316100,18012.09961,18103.46094,17984.42969,18053.59961,18053.59961,89820000,19.4,19.549999,18.9,19.4,19.299307,1380700,1.1358,1.1314,1.1387,1.1302,1,44.03,43.14,44.5,42.6,355950,1,41.26,40.54,42.03,40.08,1,39747,38548,40042,38548,20830,1,1.787,1.783,1.806,1.771,1,1012.95,977.25,1018.25,976.7,1,582.15,567.45,586.4,563.95,1,740,93.947,94.5,94.525,93.89,17530,0,23.08,23.469999,22.92,23.26,22.88623,101450600,10.25,10.54,10.22,10.44,10.44,37479900 +2016-04-20,119.669998,120.080002,118.720001,118.970001,118.970001,10233200,209.949997,210.919998,209.389999,210.100006,199.020508,81100300,18059.49023,18167.63086,18031.21094,18096.26953,18096.26953,100210000,19.4,19.9,18.700001,18.950001,18.851645,1321400,1.1297,1.1356,1.1388,1.1288,0,45.8,43.52,45.88,42.81,297260,1,42.63,40.8,42.91,39.85,1,40132,39850,40290,39578,28840,1,1.845,1.78,1.859,1.7519999999999998,1,1019.9,1013.1,1031.95,1008.55,1,597.05,584.1,599.4,580.7,1,740,94.471,94.095,94.565,93.9,15590,1,23.24,23.82,22.709999,22.84,22.472982,107920500,10.24,10.88,10.2,10.76,10.76,42501200 +2016-04-21,120.419998,120.550003,119.129997,119.419998,119.419998,14612800,210.119995,210.25,208.649994,208.970001,197.950089,85695000,18092.83984,18107.28906,17963.89063,17982.51953,17982.51953,102720000,19.5,19.700001,18.950001,19.049999,18.951124,1386400,1.1288,1.1297,1.1396,1.1272,0,44.53,45.54,46.18,44.44,312600,0,43.43,44.04,44.56,43.12,1,40086,40400,41421,39480,55370,0,1.865,1.84,1.891,1.833,1,1025.25,1019.85,1046.25,1016.7,1,610.05,596.45,617.85,591.9,1,740,94.574,94.51,94.685,93.845,44400,1,23.450001,23.530001,22.870001,23.25,22.876392000000006,81445000,10.71,10.82,10.58,10.72,10.72,27139900 +2016-04-22,118.709999,119.019997,117.279999,117.889999,117.889999,10047000,208.550003,209.289993,207.910004,208.970001,197.950089,99251700,17985.05078,18026.84961,17909.89063,18003.75,18003.75,134120000,18.9,19.700001,18.799999,19.0,18.901384,1312900,1.1234,1.1291,1.1312,1.122,0,45.11,44.75,45.9,44.3,272850,1,43.72,43.49,44.52,43.18,1,39985,40151,40819,39800,29590,0,1.891,1.868,1.897,1.847,1,1011.7,1024.65,1034.6,1008.45,0,606.2,605.35,619.05,602.1,0,740,95.08,94.605,95.18,94.435,21340,1,22.950001,23.41,22.440001,22.59,22.226997,101689200,10.75,10.93,10.69,10.76,10.76,29964200 +2016-04-25,118.139999,118.709999,118.110001,118.230003,118.230003,4369400,208.259995,208.660004,207.539993,208.610001,197.609085,66166500,17990.93945,17990.93945,17855.55078,17977.24023,17977.24023,83770000,18.950001,19.25,18.4,18.950001,18.851645,1226300,1.1266,1.1231,1.128,1.1216,1,44.48,45.13,45.59,44.26,211680,0,42.98,43.81,44.1,42.64,0,40102,40300,40375,39705,23830,1,1.915,1.891,1.914,1.865,1,1016.95,1008.3,1020.4,1000.95,1,605.6,606.0,609.05,595.0,0,740,94.801,95.045,95.1,94.65,15040,0,22.73,22.889999,22.370001,22.459999,22.099087,39890900,10.78,10.81,10.47,10.55,10.55,21975800 +2016-04-26,118.790001,118.889999,118.449997,118.699997,118.699997,9906800,209.039993,209.520004,208.360001,208.919998,197.90274,75864200,17987.38086,18043.76953,17934.16992,17990.32031,17990.32031,92570000,19.25,19.6,18.65,19.299999,19.199825,965900,1.1299,1.1264,1.1339,1.1255,1,45.74,44.69,46.49,44.36,199240,1,44.67,42.98,44.85,42.52,1,40190,40083,40280,39691,21610,1,1.931,1.907,1.941,1.89,1,1017.7,1016.9,1023.25,1003.45,1,604.5,605.45,610.55,593.0,0,740,94.543,94.73,94.775,94.155,21390,0,22.709999,23.01,22.389999,22.99,22.620569,63797900,10.66,10.87,10.62,10.81,10.81,19190200 +2016-04-27,118.970001,119.699997,118.43,119.040001,119.040001,7976400,208.470001,209.809998,208.050003,209.350006,198.310059,77329400,17996.14063,18084.66016,17920.25977,18041.55078,18041.55078,109090000,19.549999,19.75,18.9,19.4,19.299307,970500,1.1321,1.1298,1.1363,1.1274,1,47.18,46.26,47.45,45.63,150790,1,45.32,44.69,45.67,43.82,1,40565,40350,40899,40190,25350,1,1.853,1.922,1.923,1.851,0,1026.35,1017.55,1029.8,1013.25,1,609.65,604.8,616.0,599.5,1,740,94.367,94.495,94.82,94.095,26140,0,23.15,23.309999,22.59,23.24,22.866552,56420300,11.03,11.22,10.76,11.14,11.14,37920900 +2016-04-28,119.919998,121.419998,119.730003,121.290001,121.290001,15133600,208.460007,209.75999500000003,206.960007,207.449997,196.510239,97216200,18023.88086,18035.73047,17796.55078,17830.75977,17830.75977,100920000,19.6,20.5,19.299999,20.200001,20.095156,1113900,1.1353,1.132,1.137,1.1296,1,48.14,47.1,48.19,46.74,113080,1,45.87,45.34,46.18,44.98,1,41044,40700,41150,40391,22340,1,1.824,1.847,1.872,1.81,0,1054.6,1026.25,1055.4,1019.6,1,624.35,611.35,627.6,608.1,1,740,93.727,94.35,94.57,93.665,29790,0,23.48,24.4,23.42,24.280001,23.889839,104264300,11.16,11.34,11.1,11.22,11.22,24935900 +2016-04-29,122.43,123.93,122.339996,123.650002,123.650002,19043900,206.720001,207.130005,205.029999,206.330002,195.44931,142424100,17813.08984,17814.83008,17651.98047,17773.64063,17773.64063,136670000,20.799999,21.35,20.6,21.049999,20.940742,1592300,1.1456,1.1354,1.1461,1.1335,1,48.13,47.9,48.5,47.41,29520,0,46.0,46.01,46.89,45.35,1,41566,41250,41869,41250,25170,1,1.835,1.839,1.876,1.816,1,1080.0,1054.45,1082.85,1054.45,1,627.65,624.75,636.1,622.65,1,0,93.054,93.72,93.72,92.975,32880,0,24.75,25.83,24.719999,25.83,25.414934,116216000,11.42,11.5,11.12,11.3,11.3,34802100 +2016-05-02,123.779999,123.959999,123.050003,123.239998,123.239998,12137500,206.919998,208.179993,206.410004,207.970001,197.002823,62188000,17783.7793,17912.34961,17773.71094,17891.16016,17891.16016,80100000,21.450001,21.450001,20.299999,20.85,20.741783,1289400,1.1532,1.1447,1.1539,1.1446,1,45.83,47.37,47.4,45.72,168090,0,44.92,45.95,46.2,44.59,0,41217,41618,41975,41089,2490,0,1.872,1.83,1.874,1.81,1,1080.05,1078.2,1087.8,1073.6,1,624.75,626.8,631.75,617.15,0,740,92.618,92.995,93.065,92.5,22400,0,26.1,26.17,25.1,25.389999,24.982004,84514200,11.24,11.25,10.95,11.05,11.05,21614400 +2016-05-03,123.730003,123.82,122.510002,122.959999,122.959999,9063600,206.520004,206.800003,205.279999,206.160004,195.288269,106422100,17870.75,17870.75,17670.88086,17750.91016,17750.91016,97060000,20.85,20.9,19.5,19.75,19.647491,1634100,1.1497,1.1533,1.1616,1.1495,0,44.97,45.8,46.4,44.62,276400,0,43.86,44.98,45.42,43.39,0,40984,41101,41363,40741,630,0,1.796,1.856,1.858,1.7819999999999998,0,1067.8,1081.1,1092.15,1065.5,0,608.85,622.75,626.0,600.4,0,740,92.931,92.62,93.03,91.88,31400,1,25.49,25.530001,24.469999,24.66,24.263735,94115500,10.86,10.88,10.66,10.74,10.74,28412200 +2016-05-04,122.849998,123.230003,121.510002,122.209999,122.209999,9327400,204.990005,205.850006,204.419998,205.009995,194.198898,92243800,17735.01953,17738.06055,17609.00977,17651.25977,17651.25977,95020000,19.4,19.950001,18.5,18.549999,18.453718,1089500,1.1487,1.1496,1.153,1.1467,0,44.62,45.21,46.01,44.19,293820,0,44.05,43.87,44.9,43.24,1,40739,40690,40832,40500,40,0,1.777,1.807,1.817,1.77,0,1063.05,1067.75,1069.1,1052.1,0,596.45,607.75,609.1,593.6,0,740,93.187,92.955,93.36,92.835,30460,1,24.200001,24.65,23.290001,23.41,23.033821,104691600,10.93,11.04,10.63,10.79,10.79,24287300 +2016-05-05,122.629997,122.730003,121.25,122.07,122.07,8846900,205.559998,205.979996,204.470001,204.970001,194.161041,67619200,17664.48047,17736.10938,17615.82031,17660.71094,17660.71094,81530000,18.950001,19.65,18.75,19.4,19.299307,1254100,1.1405,1.1486,1.1496,1.1385,0,45.01,45.08,46.77,44.65,280790,1,44.47,44.11,46.14,44.03,1,40915,40915,41900,40730,260,1,1.742,1.793,1.809,1.735,0,1065.7,1063.2,1071.5,1051.45,1,600.7,598.5,609.95,597.0,1,735,93.78,93.24,93.86,93.17,18220,1,23.82,24.32,23.719999,24.18,23.791447,88670100,11.23,11.24,10.81,10.9,10.9,34159000 +2016-05-06,122.830002,123.809998,122.589996,123.18,123.18,11366800,204.059998,205.770004,203.880005,205.720001,194.87149,89315000,17650.30078,17744.53906,17580.38086,17740.63086,17740.63086,80020000,19.9,21.0,19.700001,20.549999,20.443338,1541900,1.1405,1.1408,1.1479,1.1387,1,45.37,45.16,46.12,44.19,283650,1,44.61,44.59,45.41,43.61,1,41731,41242,41840,41141,26020,1,1.779,1.756,1.786,1.705,1,1082.0,1065.75,1085.65,1060.4,1,607.2,601.95,609.0,597.9,1,725,93.883,93.75,93.955,93.085,21440,1,24.690001,25.440001,24.559999,25.129999,24.726181,100086900,10.81,11.15,10.78,10.96,10.96,26396700 +2016-05-09,121.199997,121.290001,120.589996,120.650002,120.650002,9236200,205.570007,206.399994,205.360001,205.889999,195.032501,74374900,17743.84961,17783.16016,17668.38086,17705.91016,17705.91016,85590000,20.75,21.85,20.700001,21.0,20.891003,2432300,1.1383,1.1401,1.1422,1.1375,0,43.63,45.75,46.48,43.43,364580,0,43.26,45.03,45.97,43.27,0,40749,41555,41559,40511,22000,0,1.751,1.789,1.793,1.747,0,1045.9,1078.15,1079.6,1043.25,0,584.1,603.25,607.2,576.0,0,715,94.115,93.87,94.195,93.8,14010,1,24.040001,24.18,23.5,23.52,23.142054,128209000,10.86,10.91,10.64,10.68,10.68,22143100 +2016-05-10,120.739998,121.379997,120.080002,120.980003,120.980003,9128500,206.720001,208.470001,206.639999,208.449997,197.45752,74236100,17726.66016,17934.60938,17726.66016,17928.34961,17928.34961,75790000,21.450001,23.15,20.950001,22.799999,22.68166,1852100,1.1372,1.1385,1.1413,1.1361,0,45.52,43.49,45.7,43.33,343210,1,44.55,43.28,44.82,43.06,1,40839,40725,40907,40620,13970,1,1.754,1.753,1.775,1.747,1,1053.85,1045.55,1056.8,1042.15,1,592.2,582.4,597.8,578.65,1,715,94.267,94.13,94.335,94.015,13360,1,23.65,24.51,23.34,24.4,24.007912,71223700,10.75,11.02,10.72,10.99,10.99,20448300 +2016-05-11,121.849998,122.160004,121.379997,122.120003,122.120003,7590100,207.910004,208.539993,206.5,206.5,195.610352,81727000,17919.0293,17919.0293,17711.05078,17711.11914,17711.11914,87390000,23.549999,24.5,23.35,24.0,23.875433,2564800,1.1427,1.1373,1.1448,1.1368,1,47.6,45.59,47.75,44.8,381740,1,46.01,44.63,46.39,43.99,1,41266,40900,41850,40900,24270,1,1.735,1.767,1.77,1.721,0,1068.95,1053.65,1076.45,1053.1,1,608.05,597.65,612.5,594.3,1,690,93.79,94.215,94.215,93.65,18920,0,24.92,25.34,24.200001,25.049999,24.647469,84347400,10.91,11.42,10.85,11.34,11.34,29338200 +2016-05-12,122.019997,122.389999,121.0,121.160004,121.160004,7447100,207.289993,207.490005,205.369995,206.559998,195.667175,89586300,17711.11914,17798.18945,17625.38086,17720.5,17720.5,88560000,23.700001,24.65,23.200001,23.65,23.527248,2187900,1.1377,1.1426,1.1434,1.1368,0,48.08,47.32,48.19,46.8,353850,1,46.43,46.06,47.08,45.67,1,40803,41403,41480,40673,22810,0,1.7480000000000002,1.724,1.765,1.715,1,1050.65,1068.65,1071.7,1047.3,0,596.65,610.35,613.0,593.8,0,675,94.128,93.82,94.16,93.78,18760,1,25.1,25.4,24.42,24.549999,24.1555,76147200,11.53,11.53,11.22,11.45,11.45,23946400 +2016-05-13,121.089996,121.860001,120.660004,121.709999,121.709999,7672800,206.210007,206.860001,204.380005,204.759995,193.962097,96474600,17711.11914,17734.74023,17512.48047,17535.32031,17535.32031,86640000,23.75,25.25,23.450001,24.35,24.223616,1676000,1.1308,1.1378,1.1383,1.1284,0,47.83,47.85,48.12,47.26,239050,0,46.35,46.46,46.55,45.8,0,40974,40799,41018,40253,22110,1,1.702,1.7519999999999998,1.755,1.7,0,1054.25,1050.8,1061.75,1039.9,1,592.4,594.2,601.55,588.4,0,675,94.593,94.15,94.845,94.1,23160,1,24.58,25.0,24.440001,24.790001,24.391647,47602900,11.35,11.43,11.27,11.37,11.37,15230000 +2016-05-16,122.93,122.970001,121.379997,121.800003,121.800003,7103000,204.960007,207.339996,204.889999,206.779999,195.875549,77486800,17531.75977,17755.80078,17531.75977,17710.71094,17710.71094,88440000,25.5,25.799999,24.6,24.6,24.472319,1526200,1.132,1.1311,1.1345,1.1302,1,48.97,47.8,49.47,47.77,294380,1,47.89,46.29,47.99,46.16,1,40987,41260,41495,40849,17780,1,1.757,1.702,1.757,1.7,1,1054.6,1053.0,1065.05,1051.3,1,591.0,593.0,598.05,588.05,0,675,94.55,94.61,94.675,94.38,13130,0,25.33,25.610001,25.030001,25.24,24.834414,64173700,11.68,11.79,11.63,11.76,11.76,26713400 +2016-05-17,121.580002,122.519997,121.480003,122.220001,122.220001,8619800,206.460007,206.800003,204.229996,204.850006,194.047379,114924900,17701.46094,17701.46094,17469.91992,17529.98047,17529.98047,103260000,24.299999,25.799999,24.0,25.35,25.218426,1343200,1.1314,1.1321,1.135,1.1303,0,49.28,49.03,49.75,48.57,262320,1,48.56,47.95,48.81,47.58,1,41180,41157,41369,40760,19470,1,1.7719999999999998,1.753,1.776,1.736,1,1056.6,1054.5,1063.3,1043.5,1,584.6,592.0,596.0,581.8,0,675,94.531,94.55,94.74,94.31,11830,0,25.18,25.85,24.92,25.58,25.168951,60077800,11.75,11.93,11.71,11.92,11.92,22310900 +2016-05-18,121.220001,121.919998,119.879997,120.099998,120.099998,13381700,204.440002,206.300003,203.630005,204.910004,194.104202,123493400,17501.2793,17636.2207,17418.21094,17526.61914,17526.61914,79120000,25.299999,25.450001,22.6,22.799999,22.68166,1828200,1.1217,1.1313,1.1327,1.1212,0,48.93,49.36,49.85,48.45,319810,0,47.98,48.65,49.07,47.87,0,41048,41081,41100,40576,21610,0,1.859,1.774,1.887,1.764,1,1032.3,1056.3,1057.1,1027.45,0,579.6,583.25,586.55,572.85,0,675,95.063,94.525,95.23,94.51,24260,1,25.059999,25.42,23.549999,23.559999,23.18141,190329800,11.85,12.0,11.7,11.7,11.7,29425500 +2016-05-19,119.0,119.980003,118.919998,119.870003,119.870003,14339700,204.059998,204.539993,202.779999,204.199997,193.431625,115430500,17514.16016,17514.16016,17331.07031,17435.40039,17435.40039,95530000,21.950001,22.799999,21.65,22.700001,22.58218,1260000,1.1203,1.1216,1.123,1.1179,0,48.81,48.67,48.88,47.38,302100,0,48.49,48.28,48.69,47.14,1,39824,40871,40871,39621,31710,0,1.847,1.849,1.883,1.83,0,1018.0,1031.9,1033.2,1009.65,0,558.45,573.05,577.75,556.65,0,675,95.294,95.19,95.51,95.125,22690,1,23.0,24.09,22.780001,23.959999,23.574982,88378000,11.58,11.8,11.44,11.79,11.79,21902500 +2016-05-20,120.190002,120.32,119.309998,119.709999,119.709999,10379400,204.919998,206.100006,204.860001,205.490005,194.653595,104990400,17437.32031,17571.75,17437.32031,17500.93945,17500.93945,111990000,23.049999,23.200001,22.049999,22.549999,22.432959,2302800,1.1224,1.1204,1.1239,1.1194,1,48.72,48.9,49.39,48.07,255580,0,47.47,48.67,49.25,47.91,0,39834,39773,40150,39684,17560,1,1.844,1.849,1.868,1.837,0,1024.0,1017.95,1029.9,1017.45,1,562.85,565.0,565.0,565.0,1,0,95.343,95.295,95.465,95.18,10920,1,24.24,24.27,23.379999,24.049999,23.663536,70444800,11.79,11.86,11.61,11.75,11.75,19220000 +2016-05-23,118.860001,119.599998,118.75,119.370003,119.370003,8600100,205.509995,205.839996,204.990005,205.210007,194.388351,58117700,17507.03906,17550.69922,17480.05078,17492.92969,17492.92969,87790000,22.1,22.65,21.5,22.1,21.985294,902600,1.1219,1.1218,1.1246,1.1187,0,48.35,48.72,48.84,47.58,225090,0,48.11,48.48,48.53,47.42,1,39665,39761,39822,39379,16250,0,1.835,1.838,1.856,1.818,0,1015.1,1024.35,1028.55,1007.1,0,550.25,562.6,563.3,547.0,0,675,95.216,95.31,95.475,95.11,11760,0,23.469999,24.24,23.360001,23.780001,23.397877,46150500,11.51,11.69,11.49,11.66,11.66,15395600 +2016-05-24,118.169998,118.230003,117.25,117.300003,117.300003,12772000,206.169998,208.240005,206.139999,207.869995,196.908096,93537800,17525.18945,17742.58984,17525.18945,17706.05078,17706.05078,86480000,21.200001,21.950001,21.200001,21.299999,21.189445000000006,1308300,1.1141,1.1219,1.1228,1.113,0,48.61,48.35,49.24,47.8,211580,1,49.14,48.13,49.32,47.69,1,39337,39503,39750,39290,18610,0,1.865,1.838,1.88,1.821,1,1000.45,1014.95,1015.8,999.0,0,537.95,550.5,551.55,531.1,0,675,95.576,95.28,95.67,95.205,13640,1,23.25,23.469999,22.440001,22.469999,22.108927,124509700,11.67,11.85,11.66,11.82,11.82,17092900 +2016-05-25,116.589996,117.059998,116.32,116.980003,116.980003,10487300,208.669998,209.770004,207.869995,209.279999,198.243729,76621400,17735.08984,17891.71094,17735.08984,17851.50977,17851.50977,79180000,20.950001,22.5,20.65,22.25,22.134516,1952500,1.1155,1.1141,1.1169,1.1128,1,49.74,49.16,49.96,48.91,237790,1,49.7,49.15,49.8,48.7,1,39229,39419,39419,39101,15920,0,1.872,1.859,1.882,1.849,1,995.5,1000.8,1006.8,991.25,0,530.4,532.95,538.95,523.0,0,665,95.34,95.65,95.665,95.32,11330,0,22.360001,23.190001,21.940001,23.030001,22.659927,74463300,11.92,12.05,11.79,12.03,12.03,24984100 +2016-05-26,117.57,117.629997,116.389999,116.580002,116.580002,5852100,209.440002,209.710007,208.970001,209.339996,198.300583,53087800,17859.51953,17888.66016,17803.82031,17828.28906,17828.28906,68940000,22.700001,23.200001,21.549999,22.0,21.885813,1155000,1.1194,1.1154,1.1218,1.1144,1,49.59,49.76,50.51,49.25,221260,0,49.37,49.75,50.26,49.27,0,39051,39440,39643,39014,21520,0,1.83,1.86,1.87,1.821,0,997.35,995.05,1011.5,992.4,1,543.4,531.2,546.65,530.75,1,665,95.162,95.4,95.41,94.925,18580,0,23.35,23.559999,22.75,22.950001,22.581213,50921400,12.11,12.12,11.92,11.95,11.95,21603300 +2016-05-27,116.269997,116.360001,115.290001,115.620003,115.620003,8686700,209.529999,210.25,209.470001,210.240005,199.153122,64211200,17826.84961,17873.2207,17824.73047,17873.2207,17873.2207,73190000,21.700001,21.950001,20.700001,21.15,21.040224,1339500,1.1115,1.1193,1.1201,1.1107,0,49.32,49.42,49.55,48.69,130180,0,49.55,49.38,49.67,48.75,1,38866,38950,39127,38778,14850,0,1.851,1.833,1.855,1.821,1,978.3,997.2,1000.1,976.7,0,539.6,546.4,553.75,534.6,0,665,95.5,95.15,95.77,95.075,18430,1,22.74,22.959999,22.17,22.280001,21.92198,100823000,11.84,11.99,11.8,11.98,11.98,14089100 +2016-05-31,115.760002,116.400002,115.5,116.059998,116.059998,8187600,210.559998,210.690002,209.179993,209.839996,198.774216,109879400,17891.5,17899.24023,17724.0293,17787.19922,17787.19922,147390000,20.9,22.0,20.799999,21.200001,21.089966,1126900,1.1132,1.1138,1.1176,1.1123,0,49.69,49.7,50.05,49.23,28690,0,48.87,49.59,50.15,48.86,0,38400,38690,38790,38351,14850,0,1.851,1.86,1.89,1.83,0,981.1,974.45,984.2,970.2,1,547.75,538.45,549.95,534.8,1,0,95.878,95.6,95.89,95.455,17720,1,22.309999,23.049999,22.129999,22.58,22.217159,78295000,11.98,12.13,11.82,11.87,11.87,16850700 +2016-06-01,115.970001,116.139999,115.199997,115.940002,115.940002,8399600,209.119995,210.479996,208.889999,210.270004,199.181549,69936200,17754.55078,17809.17969,17664.78906,17789.66992,17789.66992,78530000,21.25,21.9,20.85,21.299999,21.189445000000006,976500,1.1188,1.1133,1.1198,1.1114,1,49.72,49.65,50.0,48.65,266000,1,48.92,48.88,49.3,47.8,1,38460,38351,38780,38270,17350,1,1.839,1.844,1.856,1.804,0,974.7,981.15,986.5,968.85,0,549.45,551.5,552.2,551.5,1,665,95.456,95.8,95.905,95.34,19510,0,22.700001,23.09,22.34,22.719999,22.354908,51078900,11.62,11.93,11.56,11.93,11.93,25553100 +2016-06-02,115.779999,115.970001,115.580002,115.669998,115.669998,4514900,209.800003,210.929993,209.240005,210.910004,199.787781,60661400,17789.05078,17838.56055,17703.55078,17838.56055,17838.56055,75560000,21.25,21.950001,20.799999,21.450001,21.338669,1267100,1.1151,1.1189,1.1221,1.1142,0,50.04,49.63,50.3,48.84,270120,1,49.02,48.92,49.49,47.99,1,38528,38520,38611,38401,10480,1,1.7990000000000002,1.837,1.841,1.796,0,957.2,975.25,978.75,957.1,0,535.6,542.0,542.0,535.85,0,665,95.566,95.4,95.58,95.15,17540,1,22.67,22.969999,22.48,22.77,22.404106,33886800,11.67,11.96,11.65,11.86,11.86,22253200 +2016-06-03,118.25,118.889999,118.230003,118.879997,118.879997,14605100,210.25,210.690002,208.860001,210.27999900000003,199.19101,101757100,17799.80078,17833.16992,17689.67969,17807.06055,17807.06055,82270000,22.9,23.65,22.799999,23.35,23.228807,2249000,1.1367,1.1152,1.1377,1.1136,1,49.64,49.95,50.33,49.3,227820,0,48.85,49.09,49.46,48.38,0,39079,38568,39291,38511,18760,1,1.702,1.808,1.813,1.6969999999999998,0,988.05,957.4,989.6,956.25,1,549.25,540.5,559.95,540.0,1,660,94.028,95.565,95.64,93.86,34590,0,24.08,25.360001,24.08,25.33,24.922968,190026800,11.89,11.89,11.7,11.82,11.82,19169900 +2016-06-06,118.889999,119.169998,118.459999,118.919998,118.919998,9887900,210.699997,211.770004,210.50999500000003,211.350006,200.20459,64887000,17825.68945,17949.67969,17822.81055,17920.33008,17920.33008,71870000,23.700001,24.0,23.049999,23.799999,23.67647,1141700,1.1355,1.1353,1.1396,1.1328,0,50.55,49.83,50.83,49.72,223760,1,49.73,48.91,49.93,48.74,1,39142,39203,39443,39092,14060,1,1.737,1.704,1.742,1.704,1,996.85,988.5,998.9,985.35,1,557.05,557.7,558.75,556.3,1,650,93.89,93.945,94.265,93.74,30340,0,25.280001,25.540001,24.84,25.450001,25.04104,76841900,12.01,12.08,11.9,12.04,12.04,23410200 +2016-06-07,118.5,119.019997,118.410004,118.82,118.82,4602900,211.52999900000003,212.339996,211.5,211.679993,200.517181,60974800,17936.2207,18003.23047,17936.2207,17938.2793,17938.2793,78750000,23.75,24.1,23.15,23.200001,23.079586,1209700,1.1358,1.1355,1.1382,1.1338,1,51.44,50.46,51.54,50.28,208820,1,50.42,49.73,50.56,49.47,1,39010,39151,39232,38715,16140,0,1.716,1.733,1.744,1.704,0,1001.1,996.9,1005.45,984.45,1,552.95,553.5,553.65,553.5,0,650,93.832,93.98,94.075,93.745,20410,0,25.110001,25.440001,25.01,25.110001,24.706505,52296400,12.1,12.24,12.07,12.22,12.22,18247700 +2016-06-08,120.300003,120.779999,120.230003,120.580002,120.580002,11661700,211.839996,212.520004,211.690002,212.369995,201.170792,66170900,17931.91016,18016.0,17931.91016,18005.05078,18005.05078,71260000,24.15,24.549999,23.299999,23.4,23.278545,1718800,1.1394,1.1358,1.1412,1.1349,1,52.51,51.41,52.8,51.32,260750,1,51.5,50.45,51.66,50.36,1,40254,39050,40444,39050,27390,1,1.704,1.719,1.721,1.6969999999999998,0,1015.95,1000.9,1022.4,1000.9,1,562.0,568.55,568.75,566.8,1,650,93.58,93.87,93.87,93.41,35800,0,26.190001,26.5,25.84,25.93,25.513329,98078700,12.34,12.45,12.28,12.43,12.43,26500300 +2016-06-09,120.610001,121.480003,120.550003,121.25,121.25,12174000,211.50999500000003,212.220001,211.190002,212.080002,200.896088,73786900,17969.98047,18005.2207,17915.88086,17985.18945,17985.18945,69690000,23.35,23.4,22.700001,23.1,22.980104,1628100,1.1316,1.1399,1.1417,1.1305,0,51.95,52.74,52.86,51.53,213120,0,50.44,51.48,51.7,50.26,0,40909,40495,40989,40180,24280,1,1.682,1.704,1.709,1.659,0,1001.1,1016.15,1016.15,995.7,0,561.45,556.6,556.6,555.65,0,650,93.952,93.53,94.105,93.435,22650,1,25.92,26.41,25.77,26.33,25.906898,62777300,12.19,12.32,12.19,12.25,12.25,18027700 +2016-06-10,121.550003,122.099998,121.18,121.739998,121.739998,13940000,210.460007,210.860001,209.429993,210.070007,198.992111,113829200,17938.82031,17938.82031,17812.33984,17865.33984,17865.33984,90540000,23.35,23.799999,22.200001,22.299999,22.184256,1462500,1.1251,1.1317,1.1329,1.1245,0,50.54,51.91,52.1,50.33,210060,0,48.92,50.55,50.8,48.88,0,41068,40912,41140,40681,20960,1,1.644,1.68,1.683,1.6269999999999998,0,993.6,1001.0,1003.85,988.55,0,548.4,555.0,555.0,555.0,0,650,94.561,94.135,94.725,94.055,21510,1,26.530001,26.9,25.76,25.959999,25.542843,68347900,12.02,12.1,11.83,11.87,11.87,21021400 +2016-06-13,122.800003,122.830002,122.029999,122.639999,122.639999,12594200,209.360001,210.369995,208.350006,208.449997,197.45752,117751200,17830.5,17893.2793,17731.34961,17732.48047,17732.48047,101690000,22.950001,23.4,21.85,22.25,22.134516,1440200,1.1292,1.1253,1.1304,1.1233,1,50.35,50.42,50.79,49.61,208810,0,48.57,48.9,49.33,48.21,0,41447,40898,41509,40751,19920,1,1.6130000000000002,1.625,1.64,1.608,0,992.7,995.65,999.6,984.9,0,546.65,546.8,546.8,545.75,0,650,94.399,94.68,94.755,94.455,2300,0,26.59,26.65,25.6,25.91,25.493647,51094400,11.71,11.94,11.7,11.76,11.76,18163900 +2016-06-14,123.0,123.059998,122.300003,122.769997,122.769997,11651700,208.0,208.740005,206.919998,208.039993,197.069138,125059300,17710.76953,17733.91992,17595.78906,17674.82031,17674.82031,93740000,22.4,22.5,20.6,20.85,20.741783,2305200,1.1208,1.1293,1.1304,1.1188,0,49.83,49.89,50.05,49.2,224010,0,47.88,48.57,48.74,47.89,0,41519,41312,41615,41105,19610,1,1.6130000000000002,1.611,1.625,1.567,1,975.45,992.75,994.4,971.65,0,536.55,540.25,541.95,535.95,0,650,95.04,94.48,95.14,94.395,22520,1,26.059999,26.059999,25.129999,25.34,24.932806,71065700,11.73,11.79,11.66,11.73,11.73,15842400 +2016-06-15,122.519997,123.870003,122.379997,123.68,123.68,15053000,208.039993,209.360001,207.529999,207.75,196.794418,109124500,17703.65039,17762.96094,17629.00977,17640.16992,17640.16992,94130000,20.85,21.799999,20.6,21.6,21.48789,1758900,1.1259,1.1205,1.1299,1.119,1,48.97,49.22,49.8,48.39,298840,0,47.46,47.94,48.76,47.32,0,41547,41434,41599,41315,15010,1,1.575,1.6130000000000002,1.6369999999999998,1.5719999999999998,0,977.6,975.2,987.95,972.65,1,534.65,539.35,539.35,539.35,0,650,94.68,95.02,95.15,94.415,23620,0,25.34,26.540001,25.219999,26.32,25.897058,104434600,11.57,11.78,11.43,11.47,11.47,23350400 +2016-06-16,125.169998,125.669998,122.230003,122.379997,122.379997,26635000,207.75,208.570007,205.589996,208.369995,197.381714,149533100,17602.23047,17754.91016,17471.28906,17733.09961,17733.09961,91950000,22.4,22.5,20.65,20.85,20.741783,1584000,1.1226,1.126,1.1298,1.1132,0,47.19,48.56,48.77,46.94,287300,0,46.01,47.51,47.81,45.97,0,41684,41700,42441,41451,30030,1,1.579,1.57,1.581,1.518,1,979.2,977.65,990.7,967.55,1,537.25,540.2,540.2,540.2,1,650,94.706,94.655,95.535,94.26,40520,1,27.030001,27.030001,25.41,25.49,25.080399,124160700,11.4,11.42,11.11,11.14,11.14,31068700 +2016-06-17,123.260002,124.099998,122.690002,123.949997,123.949997,15573800,207.169998,207.199997,205.75,206.520004,196.647064,117055700,17733.43945,17733.43945,17602.7793,17675.16016,17675.16016,248680000,21.15,21.35,20.1,20.85,20.741783,6565300,1.1277,1.1226,1.1299,1.1221,1,49.17,47.28,49.4,47.25,222730,1,48.22,46.06,48.36,45.91,1,41362,41415,41475,40978,19650,0,1.611,1.589,1.622,1.582,1,970.95,979.3,983.15,963.4,0,532.65,530.55,534.6,530.55,0,650,94.34,94.49,94.74,94.165,23070,0,25.950001,26.030001,25.25,25.790001,25.375576,72290200,11.45,11.67,11.39,11.66,11.66,34921800 +2016-06-20,122.260002,123.330002,122.129997,123.209999,123.209999,11866200,208.820007,209.610001,207.75,207.850006,197.913467,82789600,17736.86914,17946.35938,17736.86914,17804.86914,17804.86914,99380000,20.4,21.5,20.15,21.1,20.990484,1061600,1.1314,1.1285,1.1386,1.1284,1,50.65,49.42,50.68,49.24,244410,1,49.3,48.45,49.58,48.3,1,41795,41162,41980,41162,25140,1,1.6780000000000002,1.656,1.69,1.642,1,987.1,973.25,990.2,968.15,1,550.55,545.25,546.75,545.2,1,650,93.684,94.06,94.06,93.545,20690,0,25.01,25.809999,24.91,25.639999,25.227985,58425400,11.82,11.96,11.76,11.91,11.91,26077300 +2016-06-21,121.650002,121.860001,120.769997,120.839996,120.839996,14585600,208.300003,208.919998,207.779999,208.440002,198.475281,72461700,17827.33008,17877.83984,17799.80078,17829.73047,17829.73047,85130000,20.75,20.950001,20.299999,20.549999,20.443338,854100,1.1242,1.1312,1.1351,1.1241,0,50.62,50.43,51.1,49.46,256950,0,48.85,49.14,49.32,48.16,0,41355,41688,41747,41151,22760,0,1.709,1.671,1.711,1.661,1,978.65,987.25,994.45,973.05,0,554.05,543.85,547.3,543.85,1,670,94.061,93.62,94.195,93.47,19210,1,25.110001,25.360001,24.91,24.93,24.529396,78428000,11.76,11.94,11.69,11.89,11.89,21823000 +2016-06-22,120.830002,121.25,120.68,120.900002,120.900002,7861000,208.649994,209.5,207.929993,208.100006,198.15152,95560500,17832.66992,17920.16016,17770.35938,17780.83008,17780.83008,89440000,20.75,21.549999,20.299999,21.5,21.388409,1444100,1.1297,1.1242,1.1339,1.1236,1,49.88,51.06,51.24,49.18,282720,0,48.98,50.25,50.58,48.44,1,41193,41260,41341,40942,17960,0,1.6869999999999998,1.6969999999999998,1.711,1.68,0,979.55,977.8,988.95,976.4,1,560.52,552.33,563.8,548.35,1,670,93.758,94.12,94.18,93.5,15470,0,25.030001,25.5,24.799999,25.5,25.090239,75614700,11.99,12.04,11.58,11.74,11.74,26056700 +2016-06-23,120.489998,121.029999,120.059998,120.110001,120.110001,10704900,209.809998,210.869995,209.270004,210.809998,200.731964,102731400,17844.10938,18011.07031,17844.10938,18011.07031,18011.07031,98070000,21.4,21.549999,20.9,21.0,20.891003,975800,1.1388,1.1298,1.1424,1.1297,1,50.91,50.14,51.18,49.89,246950,1,50.18,49.15,50.3,49.15,1,41190,41105,41530,40911,22910,0,1.744,1.702,1.749,1.694,1,973.0,979.8,982.6,956.65,0,566.05,560.58,566.9,556.35,1,670,93.527,93.62,93.675,93.025,29250,0,25.27,25.67,25.129999,25.219999,24.814735,61697500,11.92,12.0,11.78,11.98,11.98,18947500 +2016-06-24,126.620003,126.82,125.0,126.0,126.0,35782900,203.630005,210.850006,202.720001,203.240005,193.523834,333444400,17946.63086,17946.63086,17356.33984,17400.75,17400.75,239000000,23.0,23.15,21.4,22.0,21.885813,2010500,1.1117,1.1392,1.1434,1.0911,0,48.41,50.69,50.74,47.54,351740,0,47.61,50.39,50.55,46.8,0,42392,41749,42990,41749,34830,1,1.5619999999999998,1.682,1.704,1.406,0,987.15,972.75,1000.75,969.2,1,548.8,552.4,553.0,550.95,0,670,95.574,93.75,96.7,93.73,66050,1,27.67,27.709999,26.370001,26.75,26.32015,142864600,11.38,11.58,11.36,11.4,11.4,32784500 +2016-06-27,126.440002,127.050003,125.830002,126.68,126.68,21228800,201.589996,201.600006,198.649994,199.600006,190.057892,230775800,17355.21094,17355.21094,17063.08008,17140.24023,17140.24023,138740000,22.75,22.799999,21.299999,22.35,22.233997,2163100,1.1026,1.1072,1.1087,1.0972,0,47.16,48.43,48.9,46.69,243260,0,46.62,47.91,48.06,45.93,0,42289,42173,42665,42173,20220,0,1.444,1.507,1.526,1.436,0,982.6,989.7,998.35,978.5,0,559.75,553.6,553.8,553.6,1,670,96.703,96.115,96.865,95.935,28570,1,26.969999,27.41,26.43,27.059999,26.62517,77756600,11.22,11.22,10.96,11.19,11.19,24678900 +2016-06-28,125.559998,126.019997,125.059998,125.32,125.32,16001500,201.479996,203.229996,201.119995,203.199997,193.485779,159382400,17190.50977,17409.7207,17190.50977,17409.7207,17409.7207,112190000,21.9,22.4,21.5,21.549999,21.438148,1327700,1.1066,1.1025,1.1112,1.1007,1,48.58,47.61,48.79,47.47,173180,1,48.08,46.62,48.22,46.58,1,42346,42200,42438,41852,19450,1,1.465,1.439,1.483,1.4280000000000002,1,983.4,982.4,986.0,974.2,1,573.65,556.6,574.27,554.38,1,660,96.331,96.565,96.57,95.92,20690,0,26.58,27.0,26.48,26.6,26.17256,80951500,11.4,11.47,11.2,11.47,11.47,23383000 +2016-06-29,125.910004,126.809998,125.699997,125.839996,125.839996,12218400,204.839996,206.929993,204.720001,206.660004,196.780365,137328600,17456.01953,17704.50977,17456.01953,17694.67969,17694.67969,106380000,21.950001,22.85,21.75,22.5,22.383219,1263800,1.1125,1.1065,1.1131,1.1048,1,50.61,48.84,50.74,48.62,112960,1,49.53,48.11,50.05,48.03,1,43202,42599,43409,42599,26990,1,1.517,1.465,1.519,1.454,1,1008.8,983.55,1015.6,982.9,1,587.8,573.35,591.3,572.12,1,660,95.807,96.14,96.27,95.625,20240,0,27.01,27.610001,26.950001,27.15,26.713722,68734100,11.55,11.96,11.5,11.79,11.79,24821700 +2016-06-30,125.949997,126.519997,125.5,126.470001,126.470001,15981600,207.210007,209.539993,206.559998,209.479996,199.46553,165021900,17712.75977,17930.60938,17711.80078,17929.99023,17929.99023,133030000,22.75,22.75,21.9,22.5,22.383219,976100,1.1105,1.1124,1.1157,1.1023,0,49.68,50.21,50.28,49.47,25410,0,48.38,49.61,49.68,48.23,0,43467,43213,43700,43104,14210,1,1.475,1.5119999999999998,1.546,1.453,0,1028.85,1009.05,1033.35,1003.15,1,599.98,587.75,600.78,583.27,1,0,96.203,95.7,96.48,95.52,40030,1,27.450001,27.75,27.16,27.709999,27.264723,53540000,11.66,11.79,11.52,11.57,11.57,22048700 +2016-07-01,127.660004,128.419998,127.440002,128.410004,128.410004,14940700,209.479996,210.490005,209.289993,209.919998,199.884521,106055300,17924.24023,18002.38086,17916.91016,17949.36914,17949.36914,82160000,22.950001,23.700001,22.85,23.549999,23.427767000000006,1097300,1.1136,1.1104,1.1169,1.107,1,50.35,49.9,50.66,49.25,248690,1,49.26,48.41,49.33,47.93,1,45559,45145,45646,44601,2730,1,1.456,1.471,1.473,1.382,0,1064.3,1028.5,1065.75,1026.3,1,606.3,598.33,607.05,592.1,1,650,95.714,95.955,96.17,95.48,21140,0,28.5,29.200001,28.440001,29.049999,28.583189,86021800,11.52,11.78,11.5,11.78,11.78,20567100 +2016-07-05,128.800003,129.589996,128.169998,129.470001,129.470001,19026200,208.949997,209.080002,207.710007,208.410004,198.446701,109803700,17904.44922,17904.44922,17785.2793,17840.61914,17840.61914,103650000,24.450001,24.85,23.700001,24.299999,24.173874,1693000,1.1076,1.1154,1.1184,1.1059,0,47.96,50.03,50.05,47.54,305740,0,46.85,49.16,49.41,46.38,0,46514,46799,46812,46095,520,0,1.375,1.439,1.4409999999999998,1.357,0,1079.4,1067.7,1079.8,1050.5,1,605.5,613.9,613.9,590.92,0,650,96.259,95.625,96.34,95.375,21410,1,29.48,29.76,28.85,29.639999,29.163712,70577700,11.35,11.37,11.09,11.18,11.18,30162300 +2016-07-06,130.5,131.149994,129.820007,130.229996,130.229996,17376700,207.830002,209.800003,207.059998,209.660004,199.636948,96021500,17807.4707,17926.91016,17713.44922,17918.61914,17918.61914,93000000,24.9,25.35,24.35,25.200001,25.069204,1816700,1.1099,1.1075,1.1112,1.103,1,48.8,48.06,49.31,47.17,279120,1,47.87,46.88,48.0,45.97,1,47788,47800,48506,47450,22630,1,1.3730000000000002,1.367,1.395,1.321,0,1090.8,1079.65,1095.35,1068.3,1,607.88,605.62,611.0,591.4,1,650,96.131,96.335,96.63,96.045,31230,0,30.08,30.68,29.959999,30.57,30.078764000000003,106290300,11.09,11.41,11.01,11.33,11.33,17436200 +2016-07-07,129.820007,130.119995,128.979996,129.740005,129.740005,16469500,209.869995,210.649994,208.630005,209.529999,199.513153,81705800,17924.24023,17984.94922,17816.65039,17895.88086,17895.88086,81570000,25.0,25.049999,24.0,24.049999,23.925173,1170500,1.1063,1.1101,1.1113,1.1053,0,46.4,49.12,49.59,46.15,328100,0,45.2,47.91,48.28,44.9,0,46893,47949,47984,46426,30780,0,1.385,1.37,1.422,1.355,1,1093.25,1090.6,1096.45,1080.15,1,610.38,607.83,613.17,600.92,1,650,96.383,96.125,96.39,95.99,16060,1,30.129999,30.15,29.4,29.610001,29.134193,78127700,11.5,11.54,10.74,10.82,10.82,36199100 +2016-07-08,129.850006,130.520004,128.970001,130.520004,130.520004,17634200,211.050003,212.940002,210.77999900000003,212.649994,202.483994,133971000,17971.2207,18166.76953,17971.2207,18146.74023,18146.74023,93460000,24.15,25.299999,23.75,25.200001,25.069204,1114300,1.1055,1.1062,1.1115,1.1001,0,46.76,46.6,47.23,46.15,237280,1,45.16,45.25,46.03,44.84,0,47487,46901,47598,45840,39720,1,1.358,1.39,1.442,1.346,0,1101.95,1092.9,1104.6,1074.55,1,618.5,610.2,620.12,600.58,1,650,96.327,96.32,96.725,95.78,29460,0,29.66,30.68,29.43,30.540001,30.04925,94810000,10.91,10.95,10.71,10.83,10.83,21540700 +2016-07-11,129.490005,129.899994,129.160004,129.28999299999998,129.28999299999998,10855600,213.190002,214.070007,212.949997,213.399994,203.198151,73633900,18161.5293,18283.90039,18161.5293,18226.92969,18226.92969,80880000,24.799999,25.65,24.549999,25.15,25.019463,1427300,1.1058,1.1052,1.1076,1.1016,1,46.25,46.49,47.1,45.9,229280,0,44.54,45.13,45.83,44.48,0,47812,47900,48611,47621,27670,1,1.43,1.366,1.435,1.358,1,1102.7,1105.2,1109.3,1093.5,0,624.42,619.55,627.03,615.45,1,650,96.59,96.35,96.805,96.285,11610,1,30.23,30.73,30.139999,30.6,30.108284,46584000,10.91,10.95,10.64,10.65,10.65,16805900 +2016-07-12,128.520004,128.53999299999998,126.989998,127.150002,127.150002,26459600,214.52999900000003,215.300003,213.429993,214.949997,204.674026,101275600,18259.11914,18371.94922,18259.11914,18347.66992,18347.66992,90170000,25.0,25.200001,24.25,24.549999,24.422577,1190000,1.1059,1.1058,1.1127,1.1051,1,48.47,46.17,48.57,46.09,321530,1,46.62,44.59,46.94,44.52,1,47342,48060,48244,47000,34870,0,1.507,1.425,1.531,1.422,1,1096.05,1102.65,1111.2,1090.8,0,627.4,624.35,631.33,614.95,1,650,96.487,96.55,96.66,96.075,18970,0,30.290001,30.469999,29.389999,29.4,28.927567,94497400,11.04,11.23,10.89,11.19,11.19,30624700 +2016-07-13,128.0,128.429993,127.610001,128.320007,128.320007,7377700,215.440002,215.449997,214.350006,214.919998,204.645493,87324100,18356.7793,18390.16016,18315.75977,18372.11914,18372.11914,80920000,24.950001,25.1,24.35,24.799999,24.67128,882200,1.109,1.1061,1.1121,1.1043,1,46.26,48.13,48.2,46.09,299800,0,45.11,46.61,46.75,44.59,0,47830,47832,48100,47450,25000,1,1.473,1.508,1.508,1.459,0,1098.9,1096.75,1105.6,1087.55,1,646.7,627.23,648.65,623.9,1,650,96.208,96.565,96.6,96.095,12260,0,30.09,30.629999,29.83,30.370001,29.881979,66785900,11.07,11.15,10.65,10.75,10.75,34345300 +2016-07-14,126.309998,127.370003,126.029999,127.330002,127.330002,12132400,216.399994,216.669998,215.660004,216.119995,205.788116,91230900,18414.30078,18537.57031,18414.30078,18506.41016,18506.41016,87050000,24.200001,24.65,24.049999,24.5,24.372837,834300,1.112,1.1089,1.1166,1.1085,1,47.37,46.59,47.47,46.34,289400,1,45.49,45.18,45.84,44.99,1,47509,47649,47690,47013,28470,0,1.537,1.471,1.551,1.466,1,1105.15,1098.75,1108.15,1085.15,1,650.0,646.67,652.83,636.58,1,650,96.1,96.315,96.42,95.84,13960,0,29.52,30.25,29.35,30.209999,29.72455,55919200,10.86,10.95,10.76,10.87,10.87,21465900 +2016-07-15,126.379997,127.190002,126.330002,126.839996,126.839996,13892100,216.77999900000003,217.00999500000003,215.309998,215.830002,205.511993,107155400,18508.88086,18557.42969,18471.61914,18516.55078,18516.55078,123690000,24.200001,25.0,24.1,24.25,24.124134,1036300,1.1036,1.1118,1.115,1.1023,0,47.61,47.03,48.25,46.65,260430,1,46.26,45.58,46.38,45.1,1,47275,47416,47698,47101,21710,0,1.558,1.52,1.601,1.517,1,1099.0,1104.95,1107.4,1085.5,0,651.02,649.97,653.95,641.7,1,650,96.563,96.15,96.75,95.92,22810,1,29.709999,30.15,29.67,29.870001,29.390015,50421800,10.99,11.08,10.89,10.99,10.99,23656100 +2016-07-18,127.019997,127.5,126.629997,127.040001,127.040001,8489700,215.970001,216.600006,215.669998,216.410004,206.06424,58725900,18521.55078,18556.13086,18489.83984,18533.05078,18533.05078,75540000,24.15,24.4,23.700001,24.299999,24.173874,975900,1.1074,1.1043,1.1086,1.1038,1,46.96,47.92,47.95,46.5,230500,0,45.22,46.2,46.22,44.94,0,47167,47036,47260,46563,22430,0,1.582,1.575,1.604,1.556,1,1100.3,1097.6,1104.4,1082.45,1,646.12,646.98,648.88,632.83,0,650,96.587,96.615,96.71,96.455,11290,1,29.950001,30.049999,29.58,29.98,29.498247,50567100,10.79,10.88,10.72,10.82,10.82,19842200 +2016-07-19,126.949997,127.349998,126.82,127.209999,127.209999,5170700,215.919998,216.229996,215.630005,216.190002,205.854752,54345700,18503.11914,18562.5293,18495.10938,18559.00977,18559.00977,85840000,24.1,24.4,23.35,23.450001,23.328287,783300,1.1022,1.1073,1.1086,1.0999,0,46.66,46.93,47.49,46.53,214360,0,44.47,45.35,45.8,44.66,0,47024,47027,47130,46720,18120,0,1.558,1.5730000000000002,1.575,1.537,0,1096.85,1100.05,1100.6,1090.5,0,657.42,646.0,659.25,641.55,1,650,97.108,96.59,97.185,96.53,24230,1,29.85,29.99,29.639999,29.67,29.193228,44503800,10.79,10.82,10.68,10.7,10.7,17785400 +2016-07-20,125.5,126.120003,125.309998,125.389999,125.389999,11777700,216.190002,217.369995,216.190002,217.089996,206.711731,58159500,18582.69922,18622.00977,18555.65039,18595.0293,18595.0293,93230000,22.700001,22.85,21.4,21.6,21.48789,1382800,1.1015,1.102,1.1032,1.0981,0,47.17,46.76,47.49,45.9,296300,1,44.94,44.59,45.25,43.69,1,46072,46947,46980,45951,27530,0,1.58,1.5590000000000002,1.596,1.546,1,1088.0,1096.65,1100.65,1069.6,0,671.8,656.92,676.9,648.67,1,650,97.263,97.1,97.37,97.01,22250,1,28.959999,28.969999,27.799999,27.99,27.540222,130406100,10.55,10.85,10.51,10.73,10.73,26551900 +2016-07-21,125.660004,127.370003,125.599998,127.300003,127.300003,9399200,216.960007,217.220001,215.75,216.270004,205.930923,67777300,18589.96094,18590.43945,18469.66992,18517.23047,18517.23047,86800000,21.700001,22.700001,21.6,22.200001,22.084776,969600,1.1025,1.1013,1.106,1.0981,1,46.2,47.17,47.56,46.05,237480,0,44.53,45.67,46.12,44.55,0,46621,45771,46676,45598,29350,1,1.556,1.58,1.628,1.554,0,1107.75,1087.75,1110.9,1080.9,1,687.2,670.9,670.9,670.85,1,650,97.046,97.15,97.275,96.765,24810,0,28.309999,29.02,28.110001,28.870001,28.406082,85509300,10.68,10.75,10.49,10.49,10.49,20343800 +2016-07-22,126.43,126.519997,126.010002,126.349998,126.349998,7716000,216.410004,217.300003,216.100006,217.240005,206.854599,62787500,18524.15039,18571.30078,18491.58984,18570.84961,18570.84961,87710000,21.5,22.1,21.25,21.6,21.48789,1072800,1.0976,1.103,1.1042,1.0954,0,45.69,46.21,46.5,45.17,243490,0,44.27,44.62,44.99,43.77,0,46321,46503,46652,46170,19370,0,1.5659999999999998,1.5490000000000002,1.601,1.537,1,1087.5,1107.25,1109.5,1084.5,0,685.67,686.08,688.83,680.9,0,650,97.516,96.895,97.585,96.86,19030,1,28.5,28.950001,28.469999,28.780001,28.31753,30446500,10.49,10.5,10.3,10.42,10.42,22494200 +2016-07-25,125.529999,126.209999,125.110001,125.470001,125.470001,13139400,217.0,217.059998,215.970001,216.649994,206.29277,55873100,18554.49023,18555.68945,18452.61914,18493.06055,18493.06055,76810000,21.200001,21.25,20.0,20.25,20.144896,1193700,1.0994,1.0972,1.1002,1.0954,1,44.72,45.7,45.87,44.55,188810,0,43.05,44.23,44.39,42.99,0,46473,46150,46599,45801,19800,1,1.575,1.571,1.592,1.554,1,1088.0,1085.75,1094.7,1072.6,1,687.25,684.48,689.45,675.75,1,650,97.326,97.455,97.62,97.25,11320,0,28.34,28.35,27.450001,27.73,27.284401000000006,89557100,10.2,10.23,10.11,10.13,10.13,24337300 +2016-07-26,126.089996,126.139999,125.75,126.0,126.0,7613200,216.52999900000003,217.169998,215.75999500000003,216.75,206.387985,70080500,18497.36914,18522.4707,18387.2207,18473.75,18473.75,85370000,20.549999,20.799999,20.15,20.5,20.393599,760000,1.0987,1.0997,1.1031,1.0978,0,44.87,44.82,44.96,44.14,240330,1,42.65,43.13,43.45,42.42,0,46404,46376,46649,46289,13050,0,1.5630000000000002,1.568,1.589,1.537,0,1097.15,1087.9,1100.75,1086.0,1,689.6,687.33,695.85,682.72,1,640,97.168,97.31,97.345,96.895,10590,0,28.209999,28.73,27.99,28.5,28.042028,74116400,10.1,10.17,10.02,10.08,10.08,23818200 +2016-07-27,126.790001,128.119995,126.040001,128.029999,128.029999,16818400,217.190002,217.270004,215.619995,216.520004,206.169006,80870400,18473.26953,18542.39063,18430.93945,18472.16992,18472.16992,111370000,20.950001,21.65,20.15,21.450001,21.338669,1031000,1.1058,1.0985,1.1067,1.0962,1,43.47,44.55,44.91,43.27,194570,0,41.89,42.69,43.23,41.71,0,47019,46258,47349,46154,23880,1,1.503,1.5630000000000002,1.59,1.4980000000000002,0,1139.1,1097.5,1144.5,1093.75,1,705.8,690.05,690.05,690.05,1,640,97.042,97.17,97.54,96.71,18210,0,28.969999,29.969999,28.24,29.799999,29.321138,105377900,10.1,10.17,9.81,9.9,9.9,28714900 +2016-07-28,128.089996,128.199997,127.209999,127.660004,127.660004,9261800,216.289993,217.110001,215.75,216.770004,206.407043,65035700,18461.00977,18483.25977,18368.82031,18456.34961,18456.34961,85750000,21.700001,21.9,21.0,21.5,21.388409,813700,1.1076,1.1058,1.1119,1.1049,1,42.7,43.53,43.72,42.56,110090,0,41.11,41.96,42.25,41.07,0,47362,47128,48122,47128,29780,1,1.508,1.504,1.535,1.492,1,1138.25,1140.55,1160.3,1137.35,0,697.52,700.55,709.73,696.73,0,640,96.721,96.64,96.76,96.245,22980,0,29.93,30.09,29.24,29.75,29.27194,57024500,9.85,9.89,9.66,9.67,9.67,28370400 +2016-07-29,128.419998,129.410004,127.879997,128.979996,128.979996,13708200,216.460007,217.539993,216.130005,217.119995,206.740295,79519400,18442.51953,18466.55078,18371.11914,18432.24023,18432.24023,111550000,21.75,21.950001,20.35,20.450001,20.343859,1752400,1.1174,1.1079,1.12,1.1071,1,42.46,42.61,42.83,41.8,21540,0,41.38,41.14,41.69,40.59,1,47480,47515,47644,46973,25540,1,1.45,1.501,1.564,1.45,0,1153.65,1139.15,1163.6,1132.4,1,711.35,697.9,715.65,692.65,1,0,95.491,96.595,96.705,95.335,35780,0,30.27,30.77,30.02,30.59,30.098446000000006,74383700,9.63,9.81,9.55,9.76,9.76,25507500 +2016-08-01,128.570007,129.339996,128.559998,129.220001,129.220001,7109900,217.190002,217.649994,216.410004,216.940002,206.568939,73311400,18434.5,18467.0293,18355.75,18404.50977,18404.50977,83470000,20.5,20.700001,20.15,20.450001,20.343859,1169000,1.1162,1.1177,1.1186,1.1157,0,42.14,43.11,43.85,41.87,234770,0,40.05,41.41,41.94,39.88,0,47717,47588,48062,47588,18010,1,1.52,1.463,1.527,1.463,1,1162.95,1152.4,1167.75,1149.85,1,718.33,710.92,724.25,707.35,1,625,95.677,95.49,95.77,95.46,11370,1,30.469999,31.049999,30.26,30.93,30.432981,84315500,9.62,9.65,9.38,9.41,9.41,37967800 +2016-08-02,130.03999299999998,130.550003,129.940002,130.270004,130.270004,7652800,216.649994,216.830002,214.570007,215.550003,205.245361,92295500,18401.15039,18403.65039,18247.78906,18313.76953,18313.76953,89680000,21.049999,21.4,20.6,20.65,20.542820000000006,1400300,1.1227,1.1162,1.1236,1.1156,1,41.8,42.23,43.18,41.51,262560,0,39.72,40.11,40.94,39.3,0,48071,47679,48445,47541,22420,1,1.554,1.52,1.5730000000000002,1.511,1,1170.25,1163.15,1183.0,1159.35,1,713.35,718.42,724.5,713.15,0,625,94.988,95.7,95.81,94.94,21500,0,31.34,31.639999,31.18,31.32,30.816713,68903600,9.59,9.63,9.24,9.33,9.33,30293900 +2016-08-03,129.949997,129.96000700000002,129.270004,129.649994,129.649994,5010700,215.479996,216.25,215.130005,216.179993,205.84523,53993600,18313.08008,18355.0,18283.23047,18355.0,18355.0,78550000,20.65,20.75,19.950001,20.25,20.144896,1303200,1.1149,1.1224,1.1233,1.1139,0,43.1,41.94,43.47,41.56,320440,1,41.19,39.73,41.23,39.22,1,47671,48229,48444,47629,23070,0,1.545,1.5590000000000002,1.571,1.53,0,1168.15,1169.2,1174.05,1160.6,0,713.03,712.95,717.62,705.27,0,625,95.525,95.075,95.545,95.075,12680,1,31.120001,31.129999,30.700001,30.940001,30.44282,50504200,9.35,9.69,9.23,9.69,9.69,36429700 +2016-08-04,130.009995,130.279999,129.820007,129.869995,129.869995,4788700,216.309998,216.77999900000003,214.25,216.410004,206.06424,44476100,18351.42969,18397.86914,18325.16992,18352.05078,18352.05078,64500000,20.4,20.799999,20.35,20.549999,20.443338,1096500,1.113,1.1149,1.1158,1.1114,0,44.29,43.36,44.34,42.51,276420,1,41.78,41.2,42.12,40.47,1,47677,47633,47929,46956,21740,1,1.5019999999999998,1.544,1.556,1.484,0,1161.55,1168.1,1169.55,1156.2,0,704.75,713.05,714.65,699.35,0,625,95.717,95.49,95.875,95.385,13790,1,31.129999,31.450001,31.1,31.23,30.728161,42630900,9.57,9.91,9.54,9.84,9.84,30164600 +2016-08-05,128.46000700000002,128.550003,127.389999,127.550003,127.550003,16205100,216.410004,218.229996,216.410004,218.179993,207.749619,71892200,18402.80078,18543.5293,18402.80078,18543.5293,18543.5293,92420000,20.1,20.200001,19.65,19.950001,19.846455,1333100,1.1085,1.1127,1.1162,1.1043,0,44.27,44.18,44.49,43.51,236870,0,41.98,41.89,42.15,41.11,1,46225,47605,47713,46154,30060,0,1.59,1.501,1.592,1.487,1,1150.6,1162.55,1170.7,1142.55,0,696.9,704.45,707.85,691.83,0,625,96.136,95.705,96.5,95.485,24120,1,30.35,30.469999,30.059999,30.23,29.744228000000003,85813900,9.83,9.87,9.66,9.86,9.86,30849000 +2016-08-08,127.290001,127.699997,127.269997,127.440002,127.440002,6773800,218.399994,218.520004,217.740005,218.050003,207.625839,39906500,18541.89063,18569.31055,18502.0293,18529.28906,18529.28906,71810000,19.950001,20.5,19.799999,20.049999,19.945934,583200,1.1093,1.1087,1.1107,1.1073,1,45.39,44.34,45.71,44.24,221510,1,42.87,42.06,43.46,41.88,1,46287,46110,46438,45877,16060,1,1.592,1.595,1.616,1.571,0,1154.95,1148.65,1159.85,1146.7,1,690.5,696.12,699.75,689.2,0,625,96.34,96.19,96.42,96.09,6380,1,30.200001,30.809999,30.15,30.5,30.00989,43730900,10.03,10.21,10.02,10.1,10.1,28890900 +2016-08-09,127.940002,128.139999,127.75,127.959999,127.959999,7500400,218.130005,218.75999500000003,217.800003,218.179993,207.749619,51251700,18538.05078,18585.32031,18507.75,18533.05078,18533.05078,60090000,20.299999,20.6,20.049999,20.25,20.144896,549800,1.1119,1.109,1.1124,1.107,1,44.98,45.25,45.77,44.76,216220,0,42.73,42.89,43.59,42.53,0,46372,46198,46450,45911,15870,1,1.5490000000000002,1.59,1.597,1.535,0,1160.85,1155.05,1163.9,1146.2,1,696.65,697.15,697.2,696.2,1,625,96.132,96.31,96.465,96.015,12050,0,30.74,30.950001,30.59,30.76,30.265713,42545400,10.19,10.24,10.01,10.07,10.07,25742400 +2016-08-10,129.119995,129.199997,128.149994,128.559998,128.559998,6196200,218.309998,218.399994,217.229996,217.639999,207.235428,57941100,18541.48047,18561.75,18468.7793,18495.66016,18495.66016,62780000,21.25,21.549999,20.700001,20.799999,20.692041,986500,1.1177,1.1118,1.1193,1.1102,1,44.05,44.92,45.68,43.81,284860,0,41.48,42.77,43.42,41.45,0,47115,46625,47635,46625,27520,1,1.513,1.545,1.545,1.501,0,1181.7,1160.5,1199.45,1160.35,1,729.2,734.05,735.65,734.05,1,625,95.608,96.075,96.075,95.38,16390,0,31.540001,31.690001,30.969999,31.299999,30.797035,56247200,10.1,10.21,9.75,9.77,9.77,31031800 +2016-08-11,128.610001,129.190002,127.480003,127.669998,127.669998,9669900,218.25999500000003,218.940002,217.949997,218.649994,208.197159,68960100,18519.08008,18638.33984,18519.08008,18613.51953,18613.51953,71470000,20.950001,21.299999,20.65,20.85,20.741783,900900,1.1137,1.1175,1.1194,1.1133,0,46.04,43.78,46.3,43.46,335530,1,43.41,41.54,43.92,41.16,1,46755,46871,47219,46477,26220,0,1.561,1.505,1.5759999999999998,1.503,1,1153.55,1181.65,1184.8,1143.55,0,693.4,725.72,727.7,687.8,0,625,95.838,95.53,95.91,95.46,9070,1,31.32,31.790001,30.98,31.040001,30.541214,44099500,9.89,10.32,9.86,10.21,10.21,31426700 +2016-08-12,127.669998,129.259995,127.199997,127.400002,127.400002,15395800,218.289993,218.710007,217.990005,218.460007,208.016266,61313500,18595.65039,18606.06055,18535.85938,18576.4707,18576.4707,61580000,21.200001,21.35,20.9,20.950001,20.841263,972600,1.1161,1.1139,1.1224,1.113,1,46.97,46.18,47.25,45.74,258000,1,44.73,43.52,44.84,43.37,1,46125,46626,47072,46030,29780,0,1.51,1.5590000000000002,1.5630000000000002,1.48,0,1128.55,1153.25,1157.3,1125.4,0,693.2,695.95,698.3,695.95,0,635,95.682,95.9,95.96,95.19,19040,0,31.76,31.790001,30.92,31.049999,30.551052,44118800,10.3,10.5,10.26,10.5,10.5,31930100 +2016-08-16,128.119995,129.03999299999998,128.0,128.470001,128.470001,8678100,218.600006,218.679993,217.960007,217.960007,207.540146,53213600,18614.48047,18614.85938,18550.65039,18552.01953,18552.01953,67570000,21.299999,21.549999,21.1,21.25,21.139706,945600,1.1278,1.1182,1.1324,1.1175,1,49.23,48.22,49.36,47.9,331860,1,46.39,45.64,46.77,45.39,1,46336,46523,46820,46060,24670,1,1.575,1.554,1.587,1.515,1,1126.35,1118.3,1144.25,1117.2,1,707.25,699.8,704.8,699.65,1,635,94.764,95.61,95.61,94.38,29140,0,30.92,31.09,30.639999,30.809999,30.314907,35355600,10.79,10.96,10.7,10.92,10.92,34193800 +2016-08-17,128.169998,128.990005,127.459999,128.5,128.5,12034800,218.0,218.52999900000003,217.020004,218.369995,207.930542,75134300,18537.08984,18582.34961,18468.67969,18573.93945,18573.93945,71000000,21.049999,21.9,20.549999,21.450001,21.338669,1708300,1.1288,1.1279,1.1318,1.1241,1,49.85,48.88,49.93,48.55,377400,1,46.9,46.42,47.0,45.89,1,45886,46359,46359,45728,22210,0,1.5490000000000002,1.568,1.588,1.537,0,1129.2,1126.35,1130.9,1106.4,1,693.75,696.5,696.5,693.35,0,635,94.69,94.76,95.085,94.49,22950,0,30.5,30.620001,29.66,30.370001,29.881979,78518200,10.88,11.02,10.76,10.99,10.99,33402600 +2016-08-18,128.889999,129.169998,128.580002,129.110001,129.110001,9500600,218.339996,218.899994,218.210007,218.860001,208.397125,52989300,18566.53906,18600.82031,18533.28906,18597.69922,18597.69922,70740000,21.6,21.700001,20.799999,21.35,21.239187,1209500,1.1354,1.1293,1.1367,1.1283,1,50.89,49.76,51.05,49.52,268830,1,48.34,46.95,48.44,46.69,1,46094,46275,46344,45850,18570,1,1.534,1.539,1.5659999999999998,1.525,0,1131.4,1129.05,1138.25,1125.25,1,715.85,715.55,719.55,715.55,1,645,94.137,94.6,94.63,94.05,22340,0,30.629999,30.780001,30.32,30.75,30.255873,60204200,11.11,11.34,11.11,11.3,11.3,58903400 +2016-08-19,128.080002,128.669998,127.860001,127.970001,127.970001,10660100,218.309998,218.75,217.740005,218.539993,208.092407,75443000,18585.16992,18585.16992,18491.24023,18552.57031,18552.57031,93170000,20.9,21.200001,20.5,20.700001,20.592562,905500,1.1326,1.1351,1.1363,1.1303,0,50.88,50.96,51.22,50.32,252340,0,48.48,48.59,49.02,48.2,1,45444,45978,46080,45150,24990,0,1.58,1.546,1.594,1.536,1,1118.75,1131.55,1131.55,1111.85,0,712.4,712.0,713.0,712.0,0,655,94.483,94.18,94.6,94.18,24050,1,30.139999,30.33,29.860001,29.959999,29.478567,61761900,11.34,11.38,11.23,11.34,11.34,30987000 +2016-08-22,127.629997,127.919998,127.449997,127.779999,127.779999,8627200,218.25999500000003,218.800003,217.830002,218.52999900000003,208.082901,61368800,18535.85938,18570.91992,18466.85938,18529.41992,18529.41992,73450000,20.299999,20.450001,20.049999,20.299999,20.194635,844900,1.1319,1.1305,1.1334,1.1273,0,49.16,50.7,50.7,49.07,270370,0,47.05,48.4,48.4,46.75,0,44516,45258,45258,44417,22360,0,1.544,1.597,1.6,1.536,0,1107.35,1112.4,1119.35,1101.9,0,692.08,708.1,711.28,690.83,0,655,94.499,94.57,94.94,94.425,13920,1,29.5,29.59,29.299999,29.459999,28.986603,47948100,11.1,11.11,10.95,10.97,10.97,24924100 +2016-08-23,128.139999,128.220001,127.610001,127.760002,127.760002,9038500,219.25,219.600006,218.899994,218.970001,208.501846,53399200,18568.93945,18631.59961,18545.51953,18547.30078,18547.30078,73990000,20.450001,20.5,19.6,19.65,19.54801,856700,1.1306,1.1321,1.1357,1.1302,0,49.96,49.04,50.21,48.48,314180,1,47.57,47.4,48.33,46.6,1,44496,44747,44880,44450,18760,0,1.546,1.551,1.571,1.527,1,1110.1,1107.05,1116.3,1103.6,1,702.7,701.35,701.35,701.35,1,655,94.494,94.545,94.565,94.195,15640,0,29.719999,29.77,28.98,29.02,28.553675,57386700,10.8,11.18,10.78,11.09,11.09,47774500 +2016-08-24,126.919998,126.970001,126.300003,126.339996,126.339996,13539700,218.800003,218.910004,217.360001,217.850006,207.435394,71728900,18537.5,18539.15039,18448.26953,18481.48047,18481.48047,72270000,19.35,19.450001,18.0,18.25,18.155277,1573000,1.1263,1.1305,1.1316,1.1244,0,49.05,49.57,49.87,48.68,280920,0,46.78,47.61,47.75,46.47,0,43766,44433,44548,43722,23690,0,1.5630000000000002,1.556,1.57,1.5419999999999998,1,1084.4,1109.9,1114.85,1079.25,0,687.65,689.85,689.85,689.85,0,655,94.747,94.55,94.87,94.47,13900,1,28.620001,28.65,26.84,26.969999,26.536613,168133500,10.94,11.03,10.74,10.82,10.82,29804500 +2016-08-25,125.980003,126.309998,125.959999,126.230003,126.230003,5926300,217.399994,218.190002,217.220001,217.699997,207.292572,69224800,18471.21094,18497.67969,18431.46094,18448.41016,18448.41016,64480000,17.9,18.5,17.65,17.85,17.757353,1492200,1.1283,1.1266,1.1301,1.1258,1,49.67,49.03,49.78,48.7,217130,1,47.38,46.81,47.48,46.44,1,43659,43850,43919,43521,16500,0,1.578,1.564,1.5830000000000002,1.548,1,1077.15,1084.0,1088.25,1075.8,0,688.8,688.1,688.7,688.1,1,655,94.743,94.76,94.8,94.555,7780,0,26.959999,27.860001,26.639999,27.309999,26.871151,68662900,10.8,10.98,10.76,10.95,10.95,23730900 +2016-08-26,126.879997,128.110001,125.82,126.050003,126.050003,17967700,217.919998,219.119995,216.25,217.289993,206.902161,122506300,18467.91992,18572.08984,18335.33984,18395.40039,18395.40039,78730000,18.25,18.9,17.4,17.799999,17.707611,1871600,1.1198,1.1284,1.1343,1.118,0,49.92,49.66,50.76,49.12,209620,1,47.3,47.38,48.48,46.95,0,43977,43822,44723,43657,26720,1,1.628,1.571,1.635,1.531,1,1076.15,1077.4,1093.85,1065.95,0,695.45,694.75,696.95,692.7,1,655,95.542,94.675,95.585,94.2,41260,1,27.889999,28.43,26.82,27.18,26.743242,109036600,10.94,11.21,10.85,10.95,10.95,26286500 +2016-08-29,126.0,126.480003,125.93,126.300003,126.300003,5234800,217.440002,218.669998,217.399994,218.360001,207.921021,68606100,18421.28906,18523.08984,18419.91992,18502.99023,18502.99023,64480000,17.6,17.799999,17.450001,17.799999,17.707611,758600,1.1189,1.1192,1.1208,1.1157,0,49.26,49.54,49.6,48.97,65670,0,46.95,47.23,47.3,46.63,0,44367,43866,44480,43559,16540,1,1.5630000000000002,1.626,1.626,1.5590000000000002,0,1083.3,1074.6,1085.35,1070.65,1,700.95,692.6,693.35,688.7,1,655,95.543,95.55,95.805,95.445,17790,0,26.9,27.52,26.719999,27.24,26.802275,48779800,10.83,10.92,10.79,10.85,10.85,24748400 +2016-08-30,125.730003,125.949997,124.879997,125.029999,125.029999,9877000,218.25999500000003,218.589996,217.350006,218.0,207.578232,58114500,18491.2793,18514.28906,18408.51953,18454.30078,18454.30078,68920000,17.65,17.85,16.9,17.049999,16.961504,951000,1.1143,1.1189,1.1198,1.113,0,48.37,49.25,49.76,48.23,124520,0,46.27,46.99,47.51,46.23,0,43980,44219,44299,43916,15130,0,1.57,1.5730000000000002,1.592,1.561,1,1060.8,1083.45,1083.8,1055.6,0,681.45,693.7,694.15,693.7,0,665,96.041,95.52,96.125,95.505,20770,1,26.98,27.09,25.66,25.9,25.483809,104101200,10.93,10.97,10.69,10.73,10.73,27491800 +2016-08-31,124.730003,125.110001,124.639999,124.779999,124.779999,13324100,217.610001,217.75,216.470001,217.380005,206.987869,85269500,18436.69922,18439.67969,18333.56055,18400.88086,18400.88086,98250000,16.950001,17.049999,16.0,16.1,16.016436,1791700,1.1158,1.1143,1.1167,1.1123,1,47.04,48.29,48.42,46.96,20610,0,44.84,46.27,46.44,44.54,0,43988,44258,44415,43924,14800,1,1.578,1.57,1.585,1.554,1,1055.95,1060.85,1067.5,1051.5,0,671.3,675.6,675.95,672.0,0,0,96.012,95.99,96.25,95.895,23730,0,25.6,25.85,25.33,25.49,25.080399,76912300,10.62,10.66,10.29,10.36,10.36,30520000 +2016-09-01,124.669998,125.510002,124.550003,125.290001,125.290001,12877700,217.369995,217.729996,216.02999900000003,217.389999,206.997406,97844200,18396.57031,18430.05078,18295.48047,18419.30078,18419.30078,74780000,15.85,16.75,15.7,16.4,16.314878,2600600,1.1198,1.1157,1.1207,1.1128,1,45.45,46.98,47.24,45.32,290040,0,43.51,44.88,45.11,43.03,0,44298,44179,44595,43832,2310,1,1.568,1.58,1.619,1.556,0,1052.2,1056.0,1059.3,1043.3,0,663.1,675.0,675.0,665.45,0,665,95.66,96.015,96.245,95.595,19220,0,25.35,26.469999,25.17,26.42,25.995451,131755800,10.19,10.27,9.95,10.06,10.06,59055100 +2016-09-02,126.290001,126.57,125.580002,126.57,126.57,11318600,218.389999,218.869995,217.699997,218.369995,207.930542,79293900,18466.00977,18544.75977,18439.09961,18491.96094,18491.96094,74350000,17.15,17.200001,16.299999,17.049999,16.961504,2026100,1.1156,1.1197,1.1254,1.1151,0,46.83,45.79,47.02,45.41,279340,1,44.24,43.63,44.76,43.24,1,45480,44528,45800,44300,260,1,1.607,1.571,1.6230000000000002,1.543,1,1066.4,1052.25,1069.65,1048.1,1,674.8,674.7,674.7,669.0,1,665,95.844,95.65,95.965,95.175,34950,1,27.25,27.459999,26.790001,27.35,26.910509,105245000,10.2,10.34,10.15,10.24,10.24,37178500 +2016-09-06,127.400002,129.080002,127.269997,128.71000700000002,128.71000700000002,15115300,218.699997,219.119995,217.860001,219.02999900000003,208.559006,56702100,18493.40039,18551.53906,18450.32031,18538.11914,18538.11914,83710000,17.4,18.549999,17.4,18.450001,18.35424,2100400,1.1256,1.1147,1.1266,1.114,1,47.26,47.43,47.99,46.29,215060,0,44.88,44.16,46.55,43.86,1,47607,46465,47694,46341,21360,1,1.536,1.609,1.62,1.534,0,1102.2,1073.75,1106.85,1073.75,1,702.2,679.9,702.35,679.9,1,665,94.823,95.775,95.855,94.755,26760,0,27.92,28.700001,27.67,28.68,28.219137,109292600,10.21,10.4,10.16,10.39,10.39,33638100 +2016-09-07,128.78999299999998,128.860001,128.119995,128.270004,128.270004,8859800,218.839996,219.220001,218.300003,219.00999500000003,208.539917,76554900,18527.71094,18536.89063,18474.76953,18526.14063,18526.14063,67570000,18.6,19.049999,17.85,18.700001,18.602942,1562100,1.1239,1.1255,1.1271,1.1228,0,47.98,47.2,48.56,46.97,224230,1,46.14,44.86,46.18,44.56,1,47013,47512,47548,46915,16150,0,1.536,1.541,1.5490000000000002,1.519,1,1092.45,1102.35,1110.3,1090.7,0,689.55,701.0,703.5,692.95,0,675,94.951,94.82,95.05,94.675,16520,1,28.6,28.65,27.780001,28.52,28.061708000000007,76616800,10.4,10.54,10.31,10.52,10.52,35656800 +2016-09-08,128.160004,128.520004,127.400002,127.589996,127.589996,10306500,218.619995,218.940002,218.149994,218.50999500000003,208.063843,73011600,18486.68945,18506.24023,18446.68945,18479.91016,18479.91016,79060000,18.549999,19.15,18.299999,18.5,18.403978,1223800,1.1261,1.124,1.1329,1.1234,1,49.99,48.55,50.14,48.21,327240,1,47.31,46.13,47.76,45.78,1,46714,47220,47360,46605,18970,0,1.601,1.541,1.62,1.529,1,1088.25,1092.3,1100.55,1083.4,0,689.3,694.8,697.35,686.4,0,675,95.051,94.99,95.135,94.44,33160,1,28.35,28.610001,27.700001,27.9,27.45167,74728600,10.71,11.03,10.58,10.96,10.96,53504000 +2016-09-09,127.239998,127.510002,126.699997,126.75,126.75,12485600,216.970001,217.02999900000003,213.25,213.27999900000003,203.083878,221589100,18404.16992,18404.16992,18085.44922,18085.44922,18085.44922,120670000,18.299999,18.299999,17.450001,17.5,17.40917,1512500,1.1233,1.1262,1.1288,1.12,0,48.01,49.63,49.7,47.76,262150,0,45.72,47.38,47.38,45.58,0,46194,46719,46760,46125,16950,0,1.675,1.602,1.6780000000000002,1.594,1,1064.8,1088.3,1093.0,1064.4,0,681.2,688.55,688.55,676.3,0,675,95.328,94.975,95.58,94.82,30820,1,27.51,27.52,26.25,26.41,25.985613,147300700,10.78,10.82,10.58,10.59,10.59,28882800 +2016-09-12,126.309998,126.919998,125.970001,126.589996,126.589996,11140300,212.389999,216.809998,212.309998,216.339996,205.997589,168110900,18028.94922,18358.68945,17994.83984,18325.07031,18325.07031,103260000,17.4,19.1,17.299999,18.799999,18.702421,2010000,1.1234,1.1232,1.1269,1.1211,1,48.32,47.81,48.63,46.9,258760,1,46.05,45.59,46.52,44.73,1,45447,46100,46100,45080,27350,0,1.666,1.668,1.6969999999999998,1.659,0,1060.05,1067.35,1067.35,1039.5,0,658.55,677.4,677.4,657.9,0,675,95.088,95.315,95.45,94.925,31110,0,25.950001,27.280001,25.860001,27.040001,26.605490000000003,103987000,10.4,10.74,10.37,10.64,10.64,26830900 +2016-09-13,126.470001,126.599998,125.529999,125.75,125.75,8866400,214.839996,215.149994,212.5,213.229996,203.03627,182828800,18262.99023,18262.99023,18028.06055,18066.75,18066.75,102830000,18.75,18.799999,17.65,18.15,18.055796,1716400,1.122,1.1236,1.1262,1.1203,0,47.1,48.17,48.22,46.96,280020,0,44.97,46.08,46.14,44.78,0,45501,45800,45850,45350,13090,1,1.729,1.661,1.7519999999999998,1.6369999999999998,1,1039.85,1059.85,1065.75,1032.05,0,657.95,664.15,664.45,658.9,0,675,95.645,95.095,95.675,95.08,25800,1,26.74,26.799999,25.690001,26.059999,25.641237,100593400,10.49,10.57,10.35,10.37,10.37,38346600 +2016-09-14,126.099998,126.540001,126.029999,126.18,126.18,5820700,213.289993,214.699997,212.5,213.149994,202.960068,134185500,18073.39063,18163.48047,17992.21094,18034.76953,18034.76953,103360000,18.799999,19.1,18.299999,18.65,18.5532,1970600,1.125,1.1216,1.1274,1.1208,1,45.85,47.33,47.48,45.7,332960,0,43.62,45.02,45.34,43.44,0,45605,45510,45836,45408,18150,1,1.6980000000000002,1.725,1.743,1.682,0,1039.6,1039.7,1048.85,1034.95,0,658.15,659.0,661.5,658.5,1,675,95.322,95.55,95.66,95.195,29840,0,26.309999,26.67,25.860001,26.01,25.592043,58638100,10.27,10.43,10.04,10.09,10.09,53903600 +2016-09-15,125.730003,126.099998,124.910004,125.370003,125.370003,12790400,212.960007,215.729996,212.75,215.27999900000003,204.988251,134427900,18024.91016,18250.10938,18015.49023,18212.48047,18212.48047,99550000,19.0,19.25,18.15,19.1,19.000866,1397900,1.1244,1.1249,1.1286,1.122,0,46.59,46.06,47.0,45.67,320720,1,43.72,43.77,44.41,43.33,1,45638,45569,46071,45280,22570,1,1.6980000000000002,1.696,1.736,1.665,1,1034.4,1039.25,1043.75,1026.95,0,658.35,656.05,662.1,654.8,1,675,95.283,95.34,95.56,95.055,15650,0,25.969999,26.639999,25.6,26.18,25.759312,59497200,10.14,10.26,10.01,10.14,10.14,37908400 +2016-09-16,124.809998,125.25,124.669998,125.059998,125.059998,18995100,213.479996,213.690002,212.570007,213.369995,204.195923,155236400,18217.21094,18217.21094,18070.21094,18123.80078,18123.80078,278510000,18.950001,19.950001,18.9,19.950001,19.846455,2404300,1.1155,1.1244,1.1256,1.1147,0,45.77,46.31,46.41,45.48,226320,0,43.14,43.83,43.87,42.86,0,45273,45540,45600,45051,17360,0,1.694,1.689,1.703,1.66,0,1017.6,1034.45,1038.05,1010.6,0,674.05,657.0,677.0,657.0,1,675,96.105,95.26,96.12,95.235,14900,1,25.84,26.309999,25.559999,25.959999,25.542843,78274900,9.93,10.07,9.9,10.0,10.0,39046900 +2016-09-19,125.610001,125.620003,125.25,125.32,125.32,4945500,214.130005,214.880005,213.02999900000003,213.410004,204.234238,78968600,18154.82031,18254.88086,18093.05078,18120.16992,18120.16992,78090000,20.299999,20.4,19.700001,19.799999,19.697231,1185500,1.1174,1.1161,1.1198,1.1147,1,45.95,46.01,46.93,45.85,209910,1,43.25,43.3,44.27,43.23,1,46041,45620,46268,45620,17320,1,1.707,1.693,1.714,1.679,1,1023.6,1021.05,1032.35,1019.25,1,688.05,683.4,695.2,683.4,1,675,95.77,96.03,96.045,95.79,670,0,26.370001,26.41,26.01,26.09,25.670755,61225900,10.03,10.2,9.98,9.98,9.98,45691100 +2016-09-20,125.309998,125.589996,125.169998,125.440002,125.440002,5672000,214.410004,214.589996,213.380005,213.419998,204.243774,69665300,18175.35938,18227.21094,18128.80078,18129.96094,18129.96094,72450000,19.799999,20.25,19.65,19.950001,19.846455,871800,1.1155,1.1179,1.1216,1.1146,0,45.88,45.91,46.3,45.09,298800,0,43.44,43.13,44.05,42.55,1,46138,46189,46245,45851,14920,1,1.693,1.7080000000000002,1.71,1.6669999999999998,0,1033.9,1023.45,1038.8,1020.5,1,685.3,686.6,692.95,682.25,0,675,95.976,95.775,95.985,95.525,16020,1,26.110001,26.290001,25.860001,26.059999,25.641237,36482300,9.87,10.13,9.82,10.07,10.07,44729900 +2016-09-21,126.330002,127.419998,125.959999,127.269997,127.269997,13646400,214.240005,216.02999900000003,213.440002,215.820007,206.540604,110284400,18164.96094,18307.42969,18121.57031,18293.69922,18293.69922,94090000,20.4,21.15,20.049999,21.1,20.990484,1952000,1.1189,1.1152,1.12,1.1123,1,46.83,46.45,47.14,46.38,249080,1,45.63,44.52,45.67,44.52,1,47169,45920,47325,45890,28240,1,1.655,1.689,1.7380000000000002,1.653,0,1054.25,1034.05,1059.1,1026.15,1,685.75,687.95,695.0,681.05,1,675,95.665,95.945,96.305,95.32,29370,0,26.620001,28.01,26.540001,27.9,27.45167,154524800,10.25,10.41,10.21,10.4,10.4,44116600 +2016-09-22,127.57,128.199997,127.5,127.57,127.57,15188000,217.0,217.52999900000003,216.710007,217.179993,207.842087,76678700,18343.75977,18449.88086,18343.75977,18392.46094,18392.46094,73030000,21.5,21.700001,20.799999,21.25,21.139706,1818600,1.1207,1.1193,1.1258,1.1181,1,47.65,46.99,47.83,46.99,290330,1,46.09,45.63,46.54,45.54,1,47568,47302,47635,47070,24810,1,1.618,1.649,1.656,1.608,0,1058.25,1054.1,1068.4,1046.75,1,702.2,696.0,702.0,693.0,1,675,95.381,95.455,95.49,94.95,24310,0,28.25,28.559999,27.450001,27.74,27.294241,75802500,10.57,10.61,10.48,10.53,10.53,53465000 +2016-09-23,127.599998,127.860001,127.43,127.650002,127.650002,7702300,216.720001,216.880005,215.880005,215.990005,206.703293,73630900,18377.35938,18383.75977,18254.83984,18261.44922,18261.44922,87170000,21.15,21.35,20.35,20.65,20.542820000000006,1171100,1.1226,1.1209,1.1244,1.1195,1,45.89,47.42,48.26,45.65,306860,0,44.61,46.14,46.62,44.3,0,46817,47289,47415,46686,22470,0,1.62,1.6230000000000002,1.632,1.606,1,1057.1,1058.1,1063.7,1052.2,0,707.9,695.85,705.8,692.9,1,675,95.392,95.31,95.605,95.28,16220,1,27.690001,27.77,26.75,27.02,26.585812,71253200,10.49,10.58,10.09,10.19,10.19,51458800 +2016-09-26,127.959999,128.03999299999998,127.419998,127.550003,127.550003,5842700,215.020004,215.229996,214.00999500000003,214.240005,205.028564,89827300,18217.75977,18217.75977,18083.32031,18094.83008,18094.83008,95510000,20.799999,20.9,20.049999,20.15,20.045414,804900,1.1254,1.1221,1.1279,1.122,1,47.35,46.05,47.66,45.74,208150,1,45.64,44.66,46.25,44.47,1,46501,46800,46800,46310,18990,0,1.584,1.617,1.62,1.574,0,1044.45,1060.2,1060.85,1041.35,0,697.65,702.45,702.45,694.15,0,675,95.21,95.39,95.445,95.02,10780,0,27.209999,28.08,26.74,26.780001,26.349669,34991100,10.34,10.54,10.31,10.43,10.43,42778100 +2016-09-27,126.860001,126.900002,126.339996,126.620003,126.620003,6220700,214.050003,215.679993,213.619995,215.570007,206.301361,78494800,18099.21094,18238.09961,18052.16016,18228.30078,18228.30078,84130000,19.85,20.0,19.15,19.5,19.398788,1242400,1.1215,1.1253,1.1262,1.119,0,45.97,47.06,47.28,45.63,241180,0,44.92,45.63,45.98,44.2,0,45494,46311,46448,45357,25750,0,1.56,1.589,1.606,1.546,0,1031.65,1044.55,1054.05,1026.85,0,702.65,699.8,703.5,695.2,1,685,95.312,95.25,95.58,95.145,13880,1,26.49,26.59,26.01,26.280001,25.857704,63202200,10.19,10.29,10.08,10.15,10.15,55523700 +2016-09-28,126.25,126.400002,125.730003,126.220001,126.220001,6757700,215.830002,216.820007,214.710007,216.639999,207.325333,87411000,18240.2207,18349.85938,18179.33984,18339.24023,18339.24023,97650000,19.5,20.35,19.450001,20.25,20.144896,1537100,1.1216,1.1214,1.1238,1.1181,1,48.69,46.14,48.96,45.7,188670,1,47.17,44.98,47.47,44.37,1,45583,45363,45700,45234,16940,1,1.5719999999999998,1.558,1.581,1.543,1,1040.6,1031.6,1041.1,1016.65,1,716.0,705.7,716.45,705.7,1,685,95.336,95.39,95.66,95.285,14830,1,26.27,27.110001,25.860001,26.91,26.477579,76698200,10.3,10.82,10.12,10.65,10.65,93841600 +2016-09-29,125.839996,126.339996,125.540001,126.07,126.07,7448400,216.399994,216.869995,214.039993,214.679993,205.449615,128070600,18322.88086,18366.23047,18091.64063,18143.44922,18143.44922,95880000,20.15,20.35,19.799999,20.1,19.995676,682000,1.1223,1.1217,1.1251,1.1197,1,49.24,48.87,49.81,47.99,114830,1,47.73,47.22,48.34,46.62,1,45834,45805,46035,45550,20380,1,1.558,1.586,1.601,1.543,0,1032.35,1040.1,1045.4,1025.5,0,720.95,718.5,721.95,712.7,1,685,95.472,95.315,95.625,95.245,16750,1,26.57,26.92,26.32,26.690001,26.261116,43496600,10.77,11.02,10.71,10.87,10.87,63255900 +2016-09-30,126.519997,126.550003,125.239998,125.639999,125.639999,11204300,215.649994,217.119995,215.360001,216.300003,206.999939,117202900,18181.80078,18369.61914,18181.80078,18308.15039,18308.15039,135470000,20.4,20.65,19.6,19.65,19.54801,736900,1.1241,1.1225,1.1253,1.1153,1,49.06,49.18,49.25,48.21,26940,0,48.05,47.77,48.31,47.05,1,45726,45680,46889,45616,30940,0,1.598,1.5530000000000002,1.617,1.536,1,1032.8,1032.55,1046.95,1030.35,1,722.95,718.0,728.95,717.0,1,0,95.385,95.47,95.895,95.25,32730,0,27.209999,27.25,26.33,26.43,26.005293,45277400,10.97,11.02,10.88,10.93,10.93,43621300 +2016-10-03,125.32,125.459999,124.900002,125.32,125.32,9044100,215.820007,216.039993,215.039993,215.77999900000003,206.502319,83512100,18279.59961,18279.80078,18203.75,18253.84961,18253.84961,68520000,19.65,19.85,18.700001,18.950001,18.851645,1161600,1.1211,1.1235,1.1245,1.1205,0,50.89,50.02,51.14,49.74,284260,1,48.66,48.05,49.03,47.78,1,44893,45550,45891,44800,23240,0,1.6269999999999998,1.6,1.629,1.5930000000000002,1,1010.6,1032.2,1036.0,1006.85,0,713.6,722.0,726.7,709.05,0,685,95.587,95.435,95.735,95.39,15630,1,26.35,26.57,25.65,25.959999,25.542843,60525600,11.04,11.18,10.91,11.1,11.1,37672500 +2016-10-04,123.160004,123.18,120.860001,120.970001,120.970001,24372700,215.910004,216.169998,213.990005,214.679993,205.449615,119948100,18267.67969,18313.76953,18116.25977,18168.44922,18168.44922,79710000,18.15,18.200001,17.35,17.5,17.40917,1693000,1.1204,1.1211,1.124,1.1138,0,50.87,50.93,51.55,50.34,269270,0,49.2,48.66,49.27,48.27,1,42881,44968,45095,42570,39760,0,1.69,1.629,1.692,1.612,1,990.9,1010.75,1013.25,988.1,0,704.2,710.0,710.0,710.0,0,685,96.125,95.665,96.39,95.66,42190,1,25.1,25.1,23.379999,23.4,23.023981,232153600,11.18,11.2,11.04,11.09,11.09,58343500 +2016-10-05,121.330002,121.589996,120.400002,120.779999,120.779999,14718100,215.410004,216.130005,215.330002,215.630005,206.358765,72816000,18205.5,18315.82031,18205.5,18281.0293,18281.0293,76190000,17.85,18.0,17.0,17.65,17.55839,1106000,1.1205,1.1205,1.1238,1.1191,1,51.86,51.22,52.09,51.22,302090,1,49.69,49.27,49.98,49.11,1,42615,42950,43198,42120,30980,0,1.706,1.685,1.73,1.669,1,985.6,991.0,999.4,974.65,0,677.45,691.65,694.15,676.95,0,685,96.114,96.08,96.31,95.94,23770,0,23.84,23.98,22.93,23.58,23.201088,107388100,11.33,11.4,11.23,11.35,11.35,46603300 +2016-10-06,119.690002,119.980003,119.239998,119.660004,119.660004,17917700,215.369995,216.039993,214.740005,215.77999900000003,206.502319,62927400,18280.41992,18288.11914,18162.9707,18268.5,18268.5,78660000,16.700001,17.6,16.700001,17.35,17.259949,1267800,1.1151,1.1205,1.1214,1.1139,0,52.51,51.76,52.75,51.32,293870,1,50.59,49.67,50.66,49.35,1,41521,42500,42773,41160,32920,0,1.739,1.709,1.746,1.692,1,971.85,985.55,987.0,964.4,0,668.05,672.0,672.25,665.5,0,665,96.772,96.135,96.785,96.115,26140,1,22.83,23.209999,22.58,22.84,22.472982,99699500,11.47,11.54,11.38,11.51,11.51,42598800 +2016-10-07,120.489998,120.580002,118.419998,119.739998,119.739998,17907300,216.100006,216.300003,214.190002,215.039993,205.794128,89788300,18295.34961,18319.73047,18149.34961,18240.49023,18240.49023,82680000,17.9,18.25,16.950001,17.15,17.060986,1277500,1.1201,1.1151,1.1207,1.1103,1,51.93,52.72,52.84,51.33,310020,0,49.62,50.7,50.85,49.51,0,41865,41625,42300,41060,38100,1,1.723,1.732,1.771,1.7180000000000002,0,970.75,971.9,980.9,953.5,0,669.4,672.25,680.0,666.1,1,665,96.654,96.85,97.215,96.405,49510,0,23.57,23.74,22.59,23.0,22.630409,82953600,11.49,11.51,11.27,11.33,11.33,54470000 +2016-10-10,119.739998,120.419998,119.739998,120.160004,120.160004,4402600,216.160004,216.699997,215.990005,216.160004,206.865982,50602600,18282.94922,18399.96094,18282.94922,18329.03906,18329.03906,72110000,17.549999,17.75,17.299999,17.450001,17.35943,621500,1.1138,1.1196,1.1202,1.1128,0,53.14,51.63,53.73,51.3,334270,1,51.14,49.61,51.64,49.19,1,42210,42100,42579,42100,17030,1,1.765,1.723,1.765,1.723,1,969.0,976.7,978.1,963.35,0,670.45,674.2,674.2,666.8,1,665,96.933,96.52,96.965,96.485,16360,1,23.17,23.389999,22.969999,23.16,22.787838,35637900,11.53,11.77,11.52,11.67,11.67,51699700 +2016-10-11,119.919998,120.160004,119.529999,119.550003,119.550003,6065300,215.660004,215.740005,212.580002,213.429993,204.253342,130367400,18308.42969,18312.33008,18061.96094,18128.66016,18128.66016,88610000,17.1,17.6,17.1,17.25,17.160467,837500,1.1054,1.1136,1.1144,1.1047,0,52.41,53.11,53.32,52.12,373850,0,50.84,51.16,51.6,50.45,0,41998,42034,42316,41801,9290,0,1.767,1.767,1.781,1.745,1,949.25,968.95,974.05,948.6,0,650.05,667.0,667.0,651.45,0,665,97.692,96.93,97.745,96.93,29650,1,22.889999,23.08,22.5,22.58,22.217159,76085000,11.69,11.74,11.48,11.58,11.58,61357600 +2016-10-12,119.720001,120.07,119.290001,119.739998,119.739998,4848600,213.589996,214.320007,213.00999500000003,213.710007,204.521332,73866100,18132.63086,18193.96094,18082.08984,18144.19922,18144.19922,72230000,17.299999,18.200001,17.049999,17.85,17.757353,1445400,1.1008,1.1053,1.1072,1.1003,0,51.81,52.48,52.87,51.61,254730,0,50.03,50.86,51.19,49.91,0,42051,41867,42150,41755,9000,1,1.771,1.769,1.801,1.764,1,943.5,949.2,954.95,941.5,0,650.95,654.3,657.0,647.8,1,665,97.962,97.52,98.05,97.475,31660,1,22.709999,23.360001,22.620001,23.07,22.699284,77536200,11.46,11.49,11.36,11.43,11.43,46290300 +2016-10-13,120.0,120.419998,119.800003,120.029999,120.029999,7184600,212.160004,213.589996,211.210007,213.00999500000003,203.85141,101357000,18088.32031,18137.69922,17959.94922,18098.93945,18098.93945,83160000,18.15,18.85,17.549999,18.1,18.006056,924200,1.1057,1.1004,1.1058,1.0982,1,52.03,51.6,52.15,50.92,310650,1,50.52,50.05,50.65,49.41,1,41890,42300,42400,41851,17230,0,1.746,1.767,1.769,1.727,0,937.05,943.6,952.0,932.35,0,638.7,645.0,646.5,638.4,0,665,97.518,98.0,98.12,97.51,28200,0,23.209999,24.09,23.030001,23.49,23.112535,78278100,11.42,11.51,11.24,11.49,11.49,61376900 +2016-10-14,119.370003,120.160004,119.290001,119.360001,119.360001,6577300,214.149994,214.690002,213.02999900000003,213.119995,203.95668,93346200,18177.34961,18261.10938,18138.38086,18138.38086,18138.38086,87050000,17.799999,18.200001,17.4,17.450001,17.35943,869400,1.0971,1.1056,1.1062,1.0968,0,51.95,52.06,52.55,51.5,248440,0,50.33,50.62,51.19,49.94,0,41821,41856,42167,41567,17880,0,1.805,1.7519999999999998,1.805,1.75,1,937.25,936.85,942.4,928.9,1,650.15,639.9,650.15,634.4,1,675,97.997,97.63,98.1,97.52,26260,1,23.139999,23.639999,22.91,22.99,22.620569,68079800,11.5,11.51,11.35,11.44,11.44,53206600 +2016-10-17,119.699997,119.919998,119.580002,119.68,119.68,4777900,213.089996,213.389999,212.169998,212.380005,203.248505,58275700,18135.84961,18162.2793,18063.01953,18086.40039,18086.40039,75960000,17.65,17.75,17.299999,17.549999,17.45891,540000,1.0999,1.0975,1.1011,1.0964,1,51.52,51.93,52.29,51.16,247030,0,50.06,50.24,50.59,49.48,0,41871,41826,41990,41627,12360,1,1.768,1.789,1.814,1.757,0,939.0,938.9,944.85,929.45,1,639.65,649.95,649.95,637.0,0,685,97.878,98.12,98.15,97.8,15360,0,23.15,23.469999,23.0,23.34,22.964947,43448300,11.41,11.43,11.27,11.37,11.37,36033900 +2016-10-18,120.080002,120.639999,119.82,120.419998,120.419998,4612500,214.240005,214.309998,213.270004,213.710007,204.521332,74250300,18145.06055,18225.80078,18129.44922,18161.93945,18161.93945,74600000,17.9,18.049999,17.6,18.049999,17.956314000000006,677600,1.098,1.1,1.1029,1.097,0,51.68,51.72,52.15,51.25,274170,1,50.75,50.08,50.83,49.8,1,42175,42099,42370,41978,18320,1,1.74,1.771,1.787,1.74,0,946.5,938.95,953.85,938.95,1,641.3,646.0,649.1,640.35,1,695,97.897,97.78,97.965,97.6,16770,1,23.82,24.27,23.549999,24.200001,23.811127,69944200,11.48,11.5,11.32,11.45,11.45,37787100 +2016-10-19,121.129997,121.459999,120.889999,121.110001,121.110001,6019800,214.020004,214.639999,213.600006,214.27999900000003,205.066803,66519200,18178.21094,18252.19922,18169.25,18202.61914,18202.61914,88040000,18.25,18.950001,18.25,18.6,18.50346,1005500,1.0974,1.098,1.1005,1.0955,0,52.67,52.13,53.14,52.09,292950,1,51.72,51.09,52.25,51.0,1,42194,42185,42477,42050,17240,1,1.747,1.745,1.77,1.729,1,946.45,946.35,952.65,940.3,0,637.4,639.0,645.85,636.85,0,715,97.94,97.91,97.975,97.655,17940,1,24.65,24.99,24.360001,24.870001,24.470362,88193100,11.57,11.79,11.55,11.66,11.66,48222300 +2016-10-20,121.389999,121.589996,120.629997,120.739998,120.739998,6496700,213.869995,214.52999900000003,213.110001,213.880005,204.68399,73639800,18161.86914,18249.05078,18129.07031,18162.34961,18162.34961,88830000,18.799999,18.85,18.25,18.799999,18.702421,684600,1.093,1.0974,1.1041,1.0916,0,51.38,52.6,52.72,51.17,279310,0,50.43,51.4,51.58,50.25,0,41996,42350,42392,41821,18770,0,1.756,1.75,1.768,1.724,1,933.7,946.35,948.3,931.0,0,634.7,639.0,639.0,631.0,0,715,98.314,97.885,98.4,97.655,32380,1,24.860001,24.940001,24.379999,24.809999,24.411324,39322100,11.49,11.54,11.39,11.43,11.43,45205200 +2016-10-21,120.900002,120.93,120.550003,120.830002,120.830002,6707800,213.880005,214.080002,212.75999500000003,213.979996,204.779694,89089100,18152.63086,18168.75977,18049.76953,18145.71094,18145.71094,117810000,18.6,18.799999,18.4,18.65,18.5532,627300,1.0884,1.0929,1.0933,1.0859,0,51.78,51.4,51.94,51.12,249160,1,50.95,50.71,51.08,50.27,1,41958,41839,42068,41816,10740,0,1.736,1.761,1.761,1.731,0,935.0,933.35,936.7,927.3,1,622.65,631.7,631.7,621.0,0,715,98.686,98.3,98.795,98.3,20050,1,24.709999,24.780001,24.4,24.620001,24.224377,34304800,11.4,11.5,11.33,11.48,11.48,39657300 +2016-10-24,121.279999,121.300003,120.160004,120.559998,120.559998,5481100,215.0,215.320007,214.479996,214.889999,205.650589,60146600,18197.14063,18275.03906,18191.17969,18223.0293,18223.0293,88540000,18.700001,18.9,17.5,17.85,17.757353,899000,1.0883,1.0879,1.0903,1.0861,0,51.46,51.89,52.01,50.5,277240,0,50.46,50.89,51.02,49.66,0,42058,41997,42570,41931,19230,1,1.766,1.742,1.775,1.724,1,941.85,934.4,950.35,934.15,1,632.6,628.5,633.95,624.7,1,715,98.752,98.68,98.825,98.54,15330,1,24.860001,24.870001,23.790001,24.09,23.702892,69003600,11.35,11.44,11.2,11.43,11.43,50940300 +2016-10-25,120.889999,121.760002,120.860001,121.470001,121.470001,6141100,214.679993,214.979996,213.979996,214.169998,204.961533,66542300,18206.51953,18241.68945,18151.69922,18169.26953,18169.26953,83190000,18.0,18.25,17.799999,18.049999,17.956314000000006,1094400,1.0888,1.0882,1.0906,1.085,1,50.79,51.44,51.83,50.22,237730,0,49.33,50.55,50.99,49.33,0,42415,42151,42458,42151,15070,1,1.758,1.766,1.788,1.742,0,961.95,941.95,968.7,940.45,1,636.7,639.95,645.0,636.85,1,715,98.682,98.75,99.09,98.585,23460,0,24.290001,24.93,24.18,24.65,24.253895,68885200,11.34,11.42,11.22,11.24,11.24,46612700 +2016-10-26,121.370003,121.529999,120.610001,120.790001,120.790001,3905900,213.210007,214.419998,212.929993,213.740005,204.550034,75705500,18103.80078,18236.03906,18062.30078,18199.33008,18199.33008,86340000,18.049999,18.049999,16.6,17.049999,16.961504,1231900,1.0909,1.0889,1.0947,1.0872,1,49.98,50.26,50.69,49.65,304520,0,49.19,49.37,50.16,48.93,0,42116,42452,42569,42053,16980,0,1.791,1.754,1.797,1.742,1,961.85,962.3,971.95,958.1,0,622.75,635.0,641.15,619.9,0,715,98.611,98.71,98.815,98.315,22720,0,24.620001,24.75,23.860001,24.129999,23.74225,80726800,11.07,11.31,11.03,11.09,11.09,57531500 +2016-10-27,121.110001,121.18,120.75,121.010002,121.010002,4336000,214.580002,214.619995,213.080002,213.169998,204.004547,77220200,18234.81055,18253.19922,18149.19922,18169.67969,18169.67969,83530000,17.0,17.1,16.5,16.65,16.563581,798800,1.0897,1.0909,1.0945,1.0884,0,50.47,50.05,50.9,49.83,138090,1,49.61,49.25,50.09,49.03,1,42222,42026,42320,42026,13170,1,1.85,1.797,1.87,1.791,1,967.25,961.8,972.1,960.6,1,615.05,626.0,627.0,614.45,0,715,98.879,98.6,99.005,98.485,20810,1,24.32,24.360001,23.48,23.73,23.34868,64873500,11.21,11.3,11.12,11.21,11.21,24672900 +2016-10-28,121.199997,122.480003,120.809998,121.580002,121.580002,11639900,213.139999,213.929993,211.710007,212.539993,203.401611,140623200,18193.78906,18257.06055,18094.9707,18161.18945,18161.18945,107850000,16.65,17.4,16.35,16.65,16.563581,1239900,1.0987,1.0899,1.0995,1.0893,1,49.71,50.41,50.58,49.31,94840,0,48.66,49.66,49.86,48.47,0,42541,42238,42649,41925,20580,1,1.849,1.854,1.879,1.832,0,981.75,967.2,988.1,965.85,1,618.15,614.4,624.95,614.4,1,0,98.342,98.905,98.92,98.225,23970,0,23.67,24.290001,23.43,23.809999,23.427393,61709800,11.1,11.23,10.93,11.01,11.01,28970400 +2016-11-01,122.800003,123.209999,122.57,122.730003,122.730003,13384300,212.929993,212.990005,209.600006,211.00999500000003,201.937408,122781800,18158.24023,18177.00977,17940.83984,18037.09961,18037.09961,101280000,16.450001,16.85,16.15,16.5,16.414360000000002,1577400,1.1056,1.0981,1.1072,1.0958,1,48.14,48.72,49.26,47.72,462800,0,46.39,46.84,47.42,46.28,0,43573,42494,43740,42494,22890,1,1.827,1.838,1.879,1.811,1,992.95,981.75,999.2,979.15,1,636.05,623.4,637.95,622.6,1,735,97.697,98.39,98.46,97.62,25450,0,25.08,25.58,24.91,25.129999,24.726181,82620900,10.65,10.69,10.43,10.57,10.57,34298900 +2016-11-02,123.760002,124.760002,123.559998,123.639999,123.639999,15692400,210.649994,211.100006,209.229996,209.740005,200.722031,103330800,18017.7207,18044.15039,17931.89063,17959.64063,17959.64063,88610000,17.0,17.5,16.200001,16.549999,16.4641,2092100,1.1097,1.1056,1.1125,1.1051,1,46.86,47.9,48.02,46.46,366820,0,45.49,46.34,46.48,44.98,0,44079,43670,44200,43604,20490,1,1.801,1.829,1.829,1.774,0,994.65,993.05,1004.0,985.9,1,636.4,633.35,637.95,630.0,1,750,97.414,97.77,97.795,97.175,27790,0,25.690001,25.93,24.549999,24.76,24.362127,114456900,10.35,10.46,10.15,10.28,10.28,49610200 +2016-11-03,123.360001,124.330002,123.349998,124.300003,124.300003,10093100,209.990005,210.240005,208.460007,208.779999,199.803268,88939300,17978.75,18006.96094,17904.07031,17930.66992,17930.66992,77860000,16.549999,17.15,16.25,16.65,16.563581,1162200,1.1105,1.1099,1.1128,1.1059,1,46.35,47.15,47.52,45.99,283660,0,44.65,45.5,45.92,44.39,0,43348,44059,44059,42660,26750,0,1.81,1.804,1.833,1.776,1,998.1,994.4,1000.7,975.9,1,619.45,630.3,632.0,618.85,0,770,97.196,97.44,97.48,97.07,24230,0,24.780001,25.469999,24.73,25.299999,24.89345,67325600,10.24,10.27,10.02,10.08,10.08,39030600 +2016-11-04,124.400002,124.540001,124.040001,124.389999,124.389999,8594600,208.910004,209.889999,208.380005,208.550003,199.583221,109122100,17928.34961,17986.75977,17883.56055,17888.2793,17888.2793,97760000,16.700001,16.950001,15.9,16.4,16.314878,1148900,1.1138,1.1105,1.1146,1.108,1,45.58,46.43,46.56,45.08,384560,0,44.14,44.67,44.91,43.61,0,43398,43236,43630,43000,16620,1,1.778,1.806,1.822,1.769,0,1000.4,998.15,1006.95,991.45,1,626.65,623.85,633.15,620.2,1,780,97.088,97.225,97.38,96.94,18870,0,25.290001,25.33,24.65,25.07,24.667145,64627900,9.97,10.12,9.84,9.98,9.98,55960200 +2016-11-07,122.660004,122.709999,121.879997,122.150002,122.150002,10015000,208.550003,213.190002,208.550003,213.149994,203.985382,109794900,17994.64063,18263.30078,17994.64063,18259.59961,18259.59961,93450000,15.95,16.1,15.55,15.85,15.767734,793500,1.104,1.1137,1.1139,1.1029,0,46.15,45.7,46.38,45.38,276170,1,44.95,44.49,45.05,44.15,1,42933,43106,43179,42609,16720,0,1.828,1.831,1.833,1.808,0,1002.35,992.65,1004.25,990.45,1,658.2,620.0,658.85,620.0,1,800,97.793,97.34,97.885,97.245,19690,1,24.219999,24.35,23.75,24.08,23.693054,91724900,10.06,10.16,9.96,10.16,10.16,34318700 +2016-11-08,122.120003,123.089996,121.360001,121.639999,121.639999,9173700,212.690002,214.770004,212.380005,214.110001,204.904099,102268300,18251.38086,18400.5,18200.75,18332.74023,18332.74023,79820000,16.0,16.4,15.45,15.7,15.618512,1079600,1.1026,1.1042,1.107,1.1008,0,46.04,46.3,46.69,45.6,320980,0,44.83,45.0,45.42,44.44,0,43309,43024,44176,42860,30770,1,1.858,1.826,1.876,1.807,1,1003.2,1002.45,1017.3,998.75,1,667.3,653.0,671.55,647.0,1,815,97.86,97.79,97.99,97.56,18010,1,24.190001,24.68,23.639999,23.959999,23.574982,60899000,10.06,10.25,10.03,10.1,10.1,28975700 +2016-11-09,124.300003,124.349998,121.110001,121.559998,121.559998,18236500,212.369995,217.100006,212.339996,216.380005,207.076523,258429000,18317.25977,18650.06055,18252.55078,18589.68945,18589.68945,173110000,16.799999,16.9,15.25,15.75,15.668253,1837400,1.091,1.1023,1.13,1.0902,0,46.36,46.04,46.95,44.4,448120,1,45.34,44.87,46.0,43.12,1,43379,43490,44790,43257,24870,1,2.068,1.858,2.092,1.716,1,996.1,1003.15,1022.95,995.15,0,685.1,683.2,683.2,683.2,1,815,98.529,98.08,98.695,95.905,88380,1,25.629999,25.700001,24.0,24.59,24.194859,120870800,10.14,10.37,10.04,10.28,10.28,40174100 +2016-11-10,121.519997,121.540001,119.379997,119.75,119.75,22268000,217.300003,218.309998,215.220001,216.919998,207.593292,172113300,18603.14063,18873.66016,18603.14063,18807.88086,18807.88086,164390000,15.65,15.65,14.3,14.45,14.375,2011200,1.0893,1.0911,1.0958,1.0866,0,45.84,46.36,46.92,45.56,302450,0,44.32,45.39,45.72,44.33,0,44166,43535,44405,43535,16620,1,2.138,2.042,2.154,1.991,1,979.65,996.15,1009.15,972.9,0,699.8,688.35,697.2,687.8,1,815,98.774,98.535,99.08,98.32,39890,1,24.34,24.34,22.6,22.75,22.384426,180716500,10.1,10.21,10.04,10.04,10.04,34036000 +2016-11-14,116.120003,117.139999,115.489998,116.110001,116.110001,20431800,217.02999900000003,217.270004,215.720001,216.589996,207.277466,91861000,18876.76953,18934.05078,18815.75,18868.68945,18868.68945,112250000,13.2,13.85,12.7,13.0,12.932526,2733500,1.0737,1.085,1.0852,1.0709,0,44.43,44.54,44.99,43.57,260150,0,43.71,43.26,43.87,42.26,1,41017,41543,41680,40533,16720,0,2.254,2.171,2.302,2.168,1,936.35,949.1,951.7,923.75,0,698.7,680.2,686.4,673.85,1,815,100.12,99.135,100.24,99.1,54250,1,20.51,21.76,20.129999,21.120001,20.780619,128503000,9.73,9.88,9.56,9.87,9.87,44721700 +2016-11-15,116.459999,117.239998,116.290001,117.120003,117.120003,9348600,217.039993,218.27999900000003,216.800003,218.27999900000003,208.894836,91652600,18858.21094,18925.25977,18806.06055,18923.06055,18923.06055,100660000,13.2,14.35,13.1,14.35,14.275519,1530700,1.0721,1.0736,1.0817,1.0712,0,46.95,44.7,47.25,44.67,354270,1,45.77,43.8,46.12,43.58,1,41407,41200,41590,40767,13720,1,2.229,2.251,2.251,2.182,0,943.85,936.15,948.6,930.2,1,706.95,692.2,707.0,692.2,1,805,100.25,99.81,100.28,99.475,43940,1,21.23,22.15,20.99,22.02,21.666159,107240500,10.08,10.4,10.08,10.34,10.34,61884700 +2016-11-16,117.269997,117.269997,116.580002,116.769997,116.769997,5269900,217.559998,218.139999,217.419998,217.869995,208.502457,64761400,18909.84961,18909.84961,18825.89063,18868.14063,18868.14063,87320000,14.1,14.35,13.65,14.15,14.076557,1683300,1.069,1.0724,1.0763,1.0668,0,46.63,46.88,47.56,46.25,335480,0,45.36,45.81,46.45,45.08,0,41238,41541,41637,41064,11400,0,2.214,2.226,2.297,2.205,0,944.75,943.55,949.9,926.4,1,720.15,701.45,719.0,694.15,1,800,100.438,100.07,100.6,99.915,43020,1,21.9,22.0,21.389999,21.84,21.48905,55382700,10.28,10.46,10.15,10.23,10.23,41035900 +2016-11-17,116.910004,117.220001,115.440002,116.169998,116.169998,10342300,218.050003,219.059998,217.919998,218.990005,209.574295,69797200,18866.2207,18904.0293,18845.26953,18903.82031,18903.82031,89940000,14.35,14.55,13.35,13.75,13.678633,1364700,1.0626,1.069,1.0746,1.0617,0,46.49,46.44,47.62,45.97,280940,0,44.94,45.45,46.66,44.96,0,40740,41181,41390,40665,11450,0,2.297,2.205,2.306,2.187,1,932.5,944.6,952.7,931.9,0,730.8,724.25,734.05,724.25,1,795,100.946,100.285,101.01,99.98,55290,1,21.809999,22.25,20.9,21.299999,20.957726,97704100,10.44,10.48,10.12,10.13,10.13,40356100 +2016-11-18,115.519997,115.769997,114.959999,115.150002,115.150002,10444300,219.070007,219.270004,218.289993,218.5,209.105347,86265800,18905.33008,18915.74023,18853.83008,18867.92969,18867.92969,109880000,13.65,13.8,13.4,13.7,13.628893,1090700,1.0588,1.0625,1.0645,1.057,0,46.86,46.05,46.99,45.75,249340,1,45.5,45.12,45.96,44.74,1,40388,40415,40638,40130,15650,0,2.3480000000000003,2.322,2.364,2.267,1,923.4,932.65,935.4,915.8,0,729.45,716.8,716.8,714.25,0,795,101.283,101.07,101.54,100.89,57290,1,21.049999,21.280001,20.77,21.049999,20.711742,75593000,10.24,10.33,10.11,10.32,10.32,27769900 +2016-11-21,115.720001,115.940002,115.290001,115.580002,115.580002,6654200,219.169998,220.179993,219.0,220.149994,210.684402,72402600,18898.67969,18960.75977,18883.09961,18956.68945,18956.68945,80520000,14.0,14.25,13.85,14.1,14.026817,812100,1.063,1.0583,1.0652,1.0578,1,48.9,46.92,49.15,46.92,282700,1,47.49,45.83,47.8,45.77,1,40517,40467,40784,40435,9650,1,2.314,2.353,2.357,2.303,0,942.55,921.15,942.95,920.7,1,727.75,725.8,727.95,724.85,0,785,101.113,101.4,101.51,100.81,41840,0,21.440001,21.75,21.280001,21.48,21.134834,63978400,10.6,10.79,10.56,10.77,10.77,42743200 +2016-11-22,115.720001,115.790001,114.980003,115.540001,115.540001,6391900,220.50999500000003,220.789993,219.729996,220.580002,211.095947,67429000,18970.39063,19043.90039,18962.82031,19023.86914,19023.86914,85310000,14.25,14.35,13.85,14.1,14.026817,1039000,1.0626,1.0627,1.0659999999999998,1.0583,0,49.12,49.25,49.96,48.14,436930,1,47.87,48.41,49.24,47.21,1,40790,40765,41093,40556,13260,1,2.314,2.303,2.337,2.287,1,941.95,942.5,951.45,934.75,0,745.6,737.0,748.0,737.0,1,785,101.106,100.835,101.37,100.71,33990,0,21.549999,21.620001,20.959999,21.559999,21.213547,44435000,10.74,10.81,10.49,10.63,10.63,44315500 +2016-11-23,113.870003,113.879997,112.650002,113.25,113.25,20864900,219.979996,220.75999500000003,219.75,220.699997,211.210785,54690100,19015.51953,19083.75977,19000.38086,19083.17969,19083.17969,77880000,13.5,13.55,12.9,13.25,13.181229,1400400,1.0559,1.063,1.0647,1.0527,0,48.95,49.2,49.5,48.56,275290,0,47.94,47.97,48.47,47.44,1,40526,40784,40882,39969,18710,0,2.355,2.312,2.417,2.292,1,932.6,941.9,946.85,919.2,0,739.45,742.2,742.2,727.2,0,775,101.759,101.105,101.96,100.96,43010,1,20.719999,20.719999,20.139999,20.5,20.170582,122610500,10.6,10.77,10.56,10.67,10.67,25907100 +2016-11-25,113.419998,113.510002,112.349998,112.610001,112.610001,5345900,221.100006,221.559998,221.00999500000003,221.520004,211.995529,37872300,19093.7207,19152.14063,19093.7207,19152.14063,19152.14063,45890000,13.45,13.55,13.05,13.3,13.230969,835600,1.0587,1.0551,1.0631,1.0538,1,47.24,48.96,49.02,46.85,181170,0,45.96,48.02,48.31,45.93,0,40498,39901,40621,39860,15950,1,2.359,2.382,2.4130000000000003,2.35,0,908.0,918.25,920.4,905.7,0,743.65,740.0,745.0,736.5,1,765,101.546,101.84,101.97,101.245,31660,0,20.700001,20.860001,20.440001,20.610001,20.278814,34433900,10.5,10.55,10.28,10.33,10.33,29733900 +2016-11-28,113.230003,113.839996,112.769997,113.800003,113.800003,5655400,221.160004,221.479996,220.360001,220.479996,211.000229,76572500,19122.14063,19138.7207,19072.25,19097.90039,19097.90039,88460000,13.65,13.95,13.1,13.9,13.827854,1171100,1.0615,1.0595,1.0686,1.0562,1,48.24,46.71,48.81,46.28,207960,1,46.92,45.5,47.72,45.22,1,40672,41050,41300,40535,11170,1,2.312,2.339,2.352,2.311,0,927.85,912.95,927.95,909.5,1,758.8,757.6,762.35,757.3,1,765,101.368,101.43,101.63,100.675,46060,0,20.9,21.440001,20.67,21.4,21.05612,100582700,10.47,10.6,10.35,10.44,10.44,58180100 +2016-11-29,112.760002,113.480003,112.690002,113.269997,113.269997,7438600,220.520004,221.440002,220.169998,220.910004,211.41174300000003,69886700,19064.07031,19144.40039,19062.2207,19121.59961,19121.59961,81510000,13.75,13.75,13.35,13.55,13.479671,713100,1.065,1.0615,1.0657,1.0565,1,46.38,48.07,48.1,45.92,133110,0,45.27,46.95,47.04,44.88,0,40838,40151,40950,40114,11430,1,2.293,2.312,2.35,2.291,0,919.9,927.7,930.3,917.3,0,766.05,760.0,767.05,760.0,1,765,100.949,101.27,101.69,100.94,38830,0,20.879999,21.379999,20.77,21.23,20.888851000000006,50015500,10.1,10.15,9.97,10.06,10.06,66923800 +2016-11-30,112.690002,112.790001,111.5,111.75,111.75,10925500,221.630005,221.820007,220.309998,220.380005,210.904541,113291800,19135.64063,19225.28906,19123.38086,19123.58008,19123.58008,164570000,13.45,13.8,13.15,13.7,13.628893,1036800,1.0588,1.0649,1.0669,1.0554,0,50.47,46.54,50.49,46.51,43120,1,49.0,45.3,49.96,45.28,1,40089,40765,40826,39930,10360,0,2.39,2.295,2.41,2.291,1,910.65,919.85,927.65,904.45,0,773.45,772.2,772.2,772.2,1,0,101.539,100.98,101.88,100.92,45370,1,20.98,21.049999,20.52,20.83,20.495279,70615400,10.06,11.1,10.06,10.93,10.93,110265700 +2016-12-01,111.110001,111.989998,110.629997,111.540001,111.540001,10237000,220.729996,220.729996,219.149994,219.570007,210.129349,79040500,19149.19922,19214.30078,19138.78906,19191.92969,19191.92969,108800000,13.65,14.1,13.35,13.75,13.678633,995300,1.0662,1.0590000000000002,1.067,1.0584,1,53.94,51.72,54.53,51.51,460860,1,50.87,49.11,51.84,49.02,1,39718,39855,40177,39601,2230,0,2.454,2.397,2.492,2.377,1,916.2,910.6,918.9,899.15,1,752.5,773.35,773.35,753.0,0,765,101.099,101.56,101.615,100.95,35280,0,20.59,21.139999,20.27,20.66,20.328011,58942400,11.32,11.52,11.26,11.33,11.33,90865600 +2016-12-02,111.889999,112.32,111.779999,112.139999,112.139999,7416500,219.669998,220.25,219.25999500000003,219.679993,210.234619,74840300,19161.25,19196.14063,19141.17969,19170.41992,19170.41992,84920000,13.9,14.5,13.85,14.45,14.375,1335400,1.0673,1.0662,1.0692,1.0626,1,54.46,53.88,54.5,52.84,312780,1,51.67,51.04,51.76,50.21,1,40327,40031,40500,39667,280,1,2.392,2.437,2.448,2.374,0,929.9,916.15,935.75,914.35,1,746.3,745.2,749.85,745.0,0,765,100.861,100.95,101.175,100.705,41180,0,20.91,21.5,20.9,21.370001,21.026602,88022300,11.4,11.51,11.32,11.48,11.48,38122300 +2016-12-05,111.150002,112.110001,110.309998,111.540001,111.540001,10187900,220.649994,221.399994,220.419998,221.0,211.497864,67837800,19244.34961,19274.84961,19186.73047,19216.24023,19216.24023,317800000,14.25,15.15,14.0,14.75,14.673443,1265000,1.0764,1.0674,1.0798,1.0505,1,54.94,54.4,55.33,53.77,288550,1,50.96,51.5,52.46,50.97,0,40241,40181,40480,39970,80,0,2.401,2.363,2.448,2.34,1,936.75,927.75,941.7,924.9,1,747.15,731.75,750.7,731.75,1,765,100.112,101.555,101.8,99.87,80450,0,20.99,21.58,20.629999,21.33,20.987246,64778100,11.61,11.63,11.34,11.35,11.35,45355700 +2016-12-06,111.690002,112.029999,111.190002,111.43,111.43,5533700,221.220001,221.740005,220.660004,221.699997,212.16777,59877400,19219.91016,19255.89063,19184.74023,19251.7793,19251.7793,284960000,14.75,15.4,14.6,15.15,15.071366,1298500,1.0719,1.0764,1.0787,1.0698,0,53.93,54.5,54.94,53.51,280650,0,50.91,50.99,51.62,50.3,0,41022,40990,41421,40973,11530,1,2.392,2.398,2.403,2.374,0,936.3,937.35,952.9,934.35,0,735.35,751.4,751.4,738.75,0,765,100.53,100.18,100.615,100.01,32300,1,21.32,21.67,21.059999,21.200001,20.859335,43701300,11.22,11.35,11.18,11.29,11.29,30302200 +2016-12-07,112.129997,112.5,111.769997,111.830002,111.830002,4901800,221.520004,224.669998,221.380005,224.600006,214.9431,110738100,19241.99023,19558.41992,19229.83008,19549.61914,19549.61914,385200000,15.3,15.75,14.85,14.95,14.872405,1385000,1.0753,1.0721,1.077,1.0709,1,53.0,53.94,54.23,52.92,298570,0,49.85,50.98,51.26,49.77,0,41946,40912,41999,40851,15720,1,2.344,2.396,2.401,2.342,0,943.65,935.4,950.75,928.2,1,733.55,731.5,738.25,730.9,0,765,100.268,100.57,100.63,100.18,26700,0,21.58,21.74,21.280001,21.440001,21.095476,63628600,11.16,11.26,11.07,11.09,11.09,42365200 +2016-12-08,111.720001,111.870003,111.459999,111.57,111.57,5977800,224.570007,225.699997,224.25999500000003,225.149994,215.469421,99714400,19559.93945,19664.9707,19527.83008,19614.81055,19614.81055,324570000,14.95,15.2,14.75,15.1,15.021626,978000,1.0615,1.0754,1.0873,1.0595,0,53.89,53.15,54.05,52.81,334180,1,50.93,49.93,51.03,49.66,1,41525,41863,41863,41358,10950,0,2.4090000000000003,2.345,2.427,2.34,1,939.5,944.1,952.65,935.6,0,739.95,731.5,739.8,723.3,1,765,101.125,100.24,101.275,99.49,75790,1,21.35,21.52,21.18,21.459999,21.115154,35073600,11.15,11.31,11.08,11.31,11.31,32712100 +2016-12-09,111.18,111.25,110.190002,110.400002,110.400002,10507700,225.410004,226.52999900000003,225.369995,226.50999500000003,216.770966,88005800,19631.34961,19757.74023,19623.18945,19756.84961,19756.84961,334470000,15.0,15.15,14.5,14.6,14.524221,1299400,1.0562,1.0618,1.0632,1.0531,0,54.33,53.97,54.46,53.77,264800,1,51.48,50.95,51.69,50.89,1,41221,41417,41685,41126,13000,0,2.466,2.412,2.478,2.397,1,916.1,939.45,939.8,912.65,0,735.95,747.4,747.95,740.15,0,765,101.62,101.15,101.77,101.04,30120,1,21.23,21.299999,20.52,20.67,20.337851,99890500,11.43,11.46,11.36,11.44,11.44,32887600 +2016-12-12,110.589996,111.110001,110.269997,110.82,110.82,6156700,226.399994,226.960007,225.75999500000003,226.25,216.522156,102016100,19770.19922,19824.58984,19747.74023,19796.42969,19796.42969,333660000,14.85,15.5,14.75,15.2,15.121107,1019500,1.0635,1.0551,1.0652,1.0523,1,55.69,55.88,57.89,55.11,372170,1,52.42,52.65,54.58,52.25,1,41724,41238,41800,41055,9290,1,2.477,2.489,2.528,2.466,0,931.6,918.15,936.35,910.9,1,728.45,732.85,736.45,726.85,0,765,101.049,101.645,101.82,100.86,38200,0,20.9,21.1,20.620001,20.75,20.416563,54072800,11.9,11.94,11.58,11.62,11.62,52840100 +2016-12-13,110.57,110.790001,110.059998,110.449997,110.449997,7961600,227.020004,228.339996,227.0,227.75999500000003,217.967209,110477500,19852.21094,19953.75,19846.44922,19911.21094,19911.21094,388420000,15.25,15.3,14.65,14.95,14.872405,951500,1.0627,1.0635,1.0668,1.0603,0,55.72,55.7,56.44,55.13,283430,1,52.45,52.53,53.43,52.38,1,41235,41620,41760,40972,13390,0,2.4730000000000003,2.468,2.495,2.438,0,934.75,932.05,939.8,924.55,1,731.5,730.95,730.95,730.95,1,780,101.107,100.97,101.195,100.785,36790,1,20.73,21.1,20.59,21.040001,20.701906,58388500,11.79,11.81,11.62,11.73,11.73,33284600 +2016-12-14,110.949997,110.980003,108.519997,108.830002,108.830002,12933600,227.410004,228.229996,225.369995,225.880005,216.168076,142501800,19876.13086,19966.42969,19748.66992,19792.5293,19792.5293,408430000,15.05,15.3,14.1,14.15,14.076557,1870000,1.0536,1.0627,1.0671,1.0495,0,53.9,55.16,55.81,53.52,353970,0,50.78,52.48,52.81,50.7,0,41728,41227,41970,41227,13270,1,2.567,2.471,2.5860000000000003,2.422,1,926.35,935.2,948.45,922.4,0,733.45,733.15,733.15,729.15,1,810,101.77,101.05,102.345,100.75,66530,1,21.34,21.49,19.870001,19.889999,19.570385,154550100,11.59,11.73,11.3,11.32,11.32,40786600 +2016-12-15,107.849998,107.989998,107.0,107.339996,107.339996,14427500,226.160004,227.809998,225.889999,226.809998,217.05806,124972600,19811.5,19951.28906,19811.5,19852.24023,19852.24023,357350000,13.55,14.2,13.1,13.6,13.529412,2686500,1.0414,1.0536,1.0544,1.0366,0,54.02,53.76,54.5,53.15,266150,1,51.06,50.82,51.51,49.98,1,39295,41301,41337,39120,33320,0,2.6060000000000003,2.58,2.641,2.565,1,900.1,927.25,934.85,889.55,0,706.6,721.9,725.9,699.25,0,825,103.053,102.48,103.565,102.16,57740,1,19.309999,19.35,18.68,18.99,18.684847,175932700,11.19,11.45,11.17,11.36,11.36,36588500 +2016-12-16,107.949997,108.779999,107.480003,108.050003,108.050003,9817300,226.00999500000003,226.080002,224.669998,225.039993,216.633453,144174300,19909.00977,19923.16992,19821.0,19843.41016,19843.41016,573470000,13.75,14.3,13.4,13.75,13.678633,2513300,1.0451,1.0419,1.0477,1.0402,1,55.21,54.11,55.38,53.71,229190,1,52.03,51.17,52.15,50.57,1,39694,39470,39923,39188,18590,1,2.599,2.6,2.619,2.553,0,927.6,899.9,935.3,896.3,1,698.2,684.15,705.55,684.15,0,825,102.954,103.13,103.27,102.62,13420,0,19.26,19.48,18.790001,19.08,18.773399,92286500,11.44,11.58,11.4,11.55,11.55,32435200 +2016-12-19,108.599998,108.879997,108.339996,108.589996,108.589996,5339100,225.25,226.020004,225.080002,225.52999900000003,217.105148,90341100,19836.66016,19917.7793,19832.94922,19883.06055,19883.06055,302310000,14.0,14.7,13.8,14.15,14.076557,1901100,1.0402,1.0442,1.0479,1.0391,0,54.92,55.4,55.8,54.69,228390,0,52.03,52.7,53.08,52.06,1,39433,39600,39672,39336,8540,0,2.544,2.582,2.595,2.529,0,919.25,925.65,930.25,915.0,0,679.65,684.5,684.5,679.35,0,815,102.9,102.815,103.11,102.545,1220,0,19.17,19.280001,18.92,19.08,18.827673,46656800,11.52,11.61,11.47,11.5,11.5,19235200 +2016-12-20,107.470001,108.0,107.290001,107.790001,107.790001,7321100,226.149994,226.570007,225.880005,226.399994,217.942657,89838800,19920.58984,19987.63086,19920.41992,19974.61914,19974.61914,284080000,13.95,14.9,13.75,14.8,14.723184,1188500,1.0387,1.0405,1.0419,1.0352,0,55.35,55.02,55.92,54.75,257020,1,52.23,52.11,52.7,51.85,1,39426,39411,39559,38670,17370,0,2.5610000000000004,2.54,2.59,2.5380000000000003,1,919.4,919.1,924.35,901.5,1,671.8,668.95,671.95,665.2,0,800,103.288,103.09,103.625,102.975,29630,1,18.709999,19.18,18.58,19.129999,18.87701,56487500,11.67,11.72,11.58,11.62,11.62,19031900 +2016-12-21,108.25,108.309998,107.68,107.849998,107.849998,5188700,226.25,226.449997,225.770004,225.770004,217.336227,67909000,19968.9707,19986.56055,19941.96094,19941.96094,19941.96094,256640000,14.8,15.5,14.7,15.3,15.220589000000002,1414900,1.0425,1.039,1.0453,1.0381,1,54.46,55.52,55.87,54.32,277730,0,52.5,53.61,53.84,52.37,1,39140,39605,39763,39066,15180,0,2.5380000000000003,2.5660000000000003,2.577,2.537,0,915.15,919.45,922.2,910.2,0,661.05,661.25,663.05,657.55,0,785,103.029,103.285,103.375,102.75,21100,0,19.209999,19.290001,18.969999,19.09,18.837542000000006,75381500,11.65,11.67,11.4,11.44,11.44,23070300 +2016-12-22,107.68,108.099998,107.489998,107.589996,107.589996,4942800,225.600006,225.740005,224.919998,225.380005,216.96077,56219100,19922.67969,19933.83008,19882.18945,19918.88086,19918.88086,258290000,15.2,15.55,14.8,15.0,14.922145,964000,1.0437,1.0423,1.0501,1.0421,1,55.05,54.55,55.23,54.05,194660,1,52.64,52.56,53.22,52.11,1,38970,39007,39397,38860,13730,0,2.553,2.535,2.577,2.527,1,908.55,915.2,920.9,906.5,0,657.55,658.8,659.7,657.1,0,785,103.096,102.97,103.15,102.59,22640,1,19.049999,19.42,19.0,19.07,18.817804,59725500,11.5,11.59,11.46,11.46,11.46,18279200 +2016-12-23,107.839996,108.25,107.800003,107.93,107.93,5008300,225.429993,225.720001,225.210007,225.710007,217.278458,36251400,19908.60938,19934.15039,19899.06055,19933.81055,19933.81055,158260000,14.95,15.25,14.95,15.25,15.170848,501700,1.0456,1.0437,1.047,1.0427,1,55.16,54.84,55.25,54.26,104090,1,53.24,52.71,53.31,52.29,1,38595,39017,39165,38544,10050,0,2.543,2.556,2.5580000000000003,2.526,0,893.1,908.5,911.0,892.0,0,657.25,660.55,660.55,660.55,0,0,103.002,103.095,103.205,102.86,11980,0,19.15,19.43,19.1,19.34,19.084234,52341800,11.45,11.57,11.44,11.56,11.56,10548200 +2016-12-27,108.610001,108.669998,108.239998,108.559998,108.559998,3685500,226.020004,226.729996,226.0,226.270004,217.817535,42672500,19943.46094,19980.24023,19939.80078,19945.03906,19945.03906,158540000,15.45,15.65,15.25,15.65,15.568771,675200,1.0457,1.0453,1.0465,1.0431,1,56.09,55.18,57.15,55.04,67840,1,53.85,53.33,54.14,53.07,1,39118,38740,39424,38740,12720,1,2.5610000000000004,2.5540000000000003,2.576,2.547,1,908.25,900.5,913.55,900.1,1,674.75,677.0,677.35,675.45,1,785,103.007,103.055,103.14,102.97,8160,0,19.67,19.879999,19.52,19.870001,19.607225,60061500,11.64,11.79,11.64,11.73,11.73,14143300 +2016-12-28,108.400002,108.910004,108.290001,108.860001,108.860001,5091200,226.570007,226.589996,224.270004,224.399994,216.017349,64095000,19964.31055,19981.10938,19827.31055,19833.67969,19833.67969,188350000,15.6,16.049999,15.45,16.0,15.916954999999998,933400,1.0412,1.0458,1.0483,1.0373,0,56.22,56.06,56.56,55.89,109910,1,53.66,53.97,54.41,53.59,0,39420,39300,39527,39070,11970,1,2.512,2.565,2.567,2.503,0,902.4,908.3,910.15,894.15,0,667.8,673.9,673.9,668.0,0,785,103.244,102.98,103.575,102.86,19850,1,19.75,20.32,19.639999,20.24,19.972334,61690300,11.78,11.84,11.74,11.75,11.75,17743600 +2016-12-29,109.230003,110.529999,109.160004,110.290001,110.290001,7513500,224.479996,224.889999,223.839996,224.350006,215.969238,47719500,19835.46094,19878.43945,19788.93945,19819.7793,19819.7793,172040000,16.25,17.049999,16.0,16.9,16.812282999999994,1439000,1.0492,1.0417,1.0494,1.0406,1,56.14,56.01,56.63,55.91,49080,0,53.86,53.69,54.23,53.48,1,39621,39655,39843,39350,12220,1,2.477,2.512,2.512,2.46,0,907.85,902.5,910.15,899.75,1,676.55,674.95,674.95,674.15,1,770,102.711,103.195,103.21,102.65,31940,0,20.469999,21.84,20.450001,21.75,21.462362,126846300,11.75,11.81,11.68,11.72,11.72,16032300 +2016-12-30,110.379997,110.620003,109.529999,109.610001,109.610001,8873700,224.729996,224.830002,222.729996,223.52999900000003,215.179871,108998300,19833.16992,19852.55078,19718.66992,19762.59961,19762.59961,271910000,16.799999,17.200001,16.0,16.1,16.016436,1422200,1.0516,1.0492,1.0654,1.0482,1,56.82,57.0,57.2,56.46,129100,1,53.89,53.94,54.17,53.48,1,39049,39710,39875,38931,13160,0,2.446,2.477,2.488,2.431,0,905.65,907.85,911.05,902.3,0,683.95,681.95,681.95,681.95,1,0,102.286,102.24,102.63,101.95,38080,0,21.790001,22.24,20.790001,20.92,20.643339,142043300,11.66,11.72,11.64,11.72,11.72,14844300 +2017-01-03,109.620003,111.0,109.370003,110.470001,110.470001,7527400,225.039993,225.830002,223.880005,225.240005,216.826019,91366500,19872.85938,19938.5293,19775.92969,19881.75977,19881.75977,339180000,16.25,16.9,16.200001,16.700001,16.613323,1059000,1.0406,1.0455,1.0492,1.0341,0,55.47,57.05,58.37,55.3,340820,0,52.48,54.24,55.28,52.15,0,40270,39350,40570,39250,23030,1,2.448,2.439,2.518,2.437,1,930.2,906.55,948.75,905.1,1,710.4,698.25,715.75,696.75,1,770,103.201,102.815,103.815,102.625,51700,1,21.07,21.77,20.98,21.76,21.472231,83239600,11.98,12.0,11.36,11.44,11.44,36183500 +2017-01-04,111.059998,111.220001,110.610001,110.860001,110.860001,4904100,225.619995,226.75,225.610001,226.580002,218.115921,78744400,19890.93945,19956.14063,19878.83008,19942.16016,19942.16016,280010000,16.9,17.1,16.5,17.1,17.011246,1127200,1.0488,1.0405,1.0501,1.0389,1,56.46,55.73,56.55,55.33,282550,1,53.35,52.53,53.47,52.19,1,40267,39811,40350,39811,11590,0,2.441,2.454,2.478,2.432,0,947.75,930.2,953.0,928.4,1,739.0,711.25,741.5,708.6,1,800,102.709,103.35,103.42,102.385,36180,0,22.0,22.01,21.559999,21.92,21.630116,59106200,11.42,11.63,11.36,11.58,11.58,18067800 +2017-01-05,112.160004,112.940002,112.07,112.580002,112.580002,9606800,226.270004,226.580002,225.479996,226.399994,217.942657,78379000,19924.56055,19948.59961,19811.11914,19899.28906,19899.28906,269920000,17.450001,18.15,17.4,17.950001,17.856834,1369300,1.0607,1.0493,1.0619,1.0482,1,56.89,56.35,57.35,56.01,269610,1,53.76,53.45,54.18,52.85,1,40448,40460,40678,40328,14540,1,2.3480000000000003,2.435,2.452,2.344,0,974.1,947.75,979.75,944.35,1,738.35,746.25,748.45,728.2,0,800,101.528,102.065,102.5,101.295,60270,0,22.360001,23.35,22.35,23.200001,22.893188,135142000,11.69,11.79,11.51,11.7,11.7,21346700 +2017-01-06,111.809998,112.379997,111.57,111.75,111.75,7686100,226.52999900000003,227.75,225.899994,227.210007,218.722412,71559900,19906.96094,19999.63086,19834.08008,19963.80078,19963.80078,277700000,17.6,18.1,16.65,17.0,16.911764,1613000,1.0533,1.0606,1.0624,1.0523,0,57.1,56.88,57.47,56.28,234870,1,53.69,53.77,54.36,53.36,0,40342,40344,40538,39703,18060,0,2.421,2.35,2.425,2.334,1,972.85,974.0,974.5,961.5,0,758.55,740.5,759.0,738.95,1,800,102.209,101.54,102.3,101.395,38070,1,22.68,23.09,22.02,22.389999,22.093899,123849500,11.76,11.81,11.62,11.68,11.68,15279600 +2017-01-09,112.389999,113.040001,112.18,112.669998,112.669998,5353200,226.910004,227.070007,226.419998,226.460007,218.000443,46265300,19931.41016,19943.7793,19887.38086,19887.38086,19887.38086,287060000,17.1,17.200001,16.6,16.75,16.663063,1032800,1.0574,1.0539,1.0584,1.051,1,54.94,56.81,57.0,54.74,266390,0,51.77,53.77,53.85,51.78,0,40688,40330,40780,40222,11480,1,2.3680000000000003,2.443,2.443,2.363,0,979.7,973.25,985.95,968.65,1,757.75,764.55,769.0,757.05,0,825,101.909,102.245,102.49,101.845,31020,0,22.92,22.940001,22.32,22.459999,22.162973,60610000,11.52,11.53,11.3,11.31,11.31,20055400 +2017-01-10,112.940002,113.449997,112.639999,113.150002,113.150002,6093400,226.479996,227.449997,226.00999500000003,226.460007,218.000443,63771900,19876.34961,19957.11914,19836.0293,19855.5293,19855.5293,299410000,17.0,17.4,16.5,16.85,16.762543,896600,1.0554,1.0573,1.0628,1.0551,0,53.64,54.95,55.36,53.58,332980,0,50.77,51.85,52.39,50.73,0,41096,40722,41319,40556,13530,1,2.377,2.37,2.394,2.361,1,979.3,979.7,985.3,970.95,0,765.9,757.75,766.3,757.75,1,835,101.996,101.85,102.09,101.485,33330,1,22.68,22.959999,22.280001,22.620001,22.32086,69928600,11.37,11.37,11.07,11.07,11.07,23861600 +2017-01-11,112.870003,114.190002,112.169998,113.5,113.5,9918700,226.360001,227.100006,225.589996,227.100006,218.616516,74650000,19887.38086,19973.41992,19833.16016,19954.2793,19954.2793,336150000,16.700001,17.549999,16.15,17.25,17.160467,2007000,1.0582,1.0556,1.0624,1.0454,1,55.1,53.8,55.67,53.7,419900,1,52.39,50.87,52.84,50.81,1,41008,41037,41249,40570,15130,0,2.37,2.381,2.398,2.329,0,977.8,979.2,986.6,964.45,0,754.55,767.1,767.55,748.15,0,835,101.747,102.015,102.96,101.24,74590,0,22.389999,22.85,21.9,22.57,22.271519,75435300,11.21,11.48,11.06,11.37,11.37,32067000 +2017-01-12,114.519997,114.93,113.809998,113.910004,113.910004,8457300,226.5,226.75,224.960007,226.52999900000003,218.067825,72113200,19926.21094,19929.28906,19770.4707,19891.0,19891.0,306290000,17.75,17.799999,16.35,16.65,16.563581,1752900,1.0613,1.0582,1.0687,1.0573,1,56.01,55.19,56.43,55.01,331630,1,53.05,52.41,53.55,52.16,1,40859,41023,41313,40770,14950,0,2.361,2.361,2.365,2.307,0,980.8,977.8,994.3,975.2,1,766.0,761.85,765.95,756.55,1,835,101.377,101.72,101.77,100.7,54030,0,23.049999,23.25,22.379999,22.620001,22.32086,67123800,11.37,11.63,11.37,11.54,11.54,27338600 +2017-01-13,113.650002,114.309998,113.190002,114.209999,114.209999,7261500,226.729996,227.399994,226.690002,227.050003,218.568375,62717900,19912.53906,19952.0293,19849.38086,19885.73047,19885.73047,263780000,16.450001,17.299999,16.299999,17.0,16.911764,932300,1.0644,1.0612,1.0674,1.0598,1,55.45,56.0,56.21,55.28,247090,0,52.53,53.17,53.29,52.39,0,40887,40757,41066,40590,13050,1,2.398,2.363,2.431,2.334,1,987.75,980.35,989.95,968.95,1,749.85,759.4,759.4,747.55,0,845,101.188,101.52,101.68,100.83,38030,0,22.389999,22.84,22.15,22.74,22.43927,48983500,11.45,11.53,11.37,11.41,11.41,15809600 +2017-01-17,115.889999,115.959999,115.5,115.849998,115.849998,9108900,226.309998,226.77999900000003,225.800003,226.25,217.798279,59261200,19848.82031,19882.99023,19775.34961,19826.76953,19826.76953,341900000,17.65,17.75,16.950001,17.200001,17.110727,1345500,1.0714,1.0599,1.0719,1.0595,1,55.47,55.74,56.95,55.4,335730,0,52.53,52.59,53.56,52.16,1,41599,41114,41780,41086,16110,1,2.325,2.376,2.376,2.305,0,981.7,986.0,997.35,976.85,0,753.6,754.95,760.2,743.05,1,855,100.32,101.56,101.615,100.235,61480,0,23.48,23.559999,23.17,23.360001,23.051071,89471700,11.6,11.62,11.4,11.43,11.43,16927700 +2017-01-18,115.739998,115.919998,114.559998,114.870003,114.870003,6498100,226.539993,226.800003,225.899994,226.75,218.279602,54793300,19822.73047,19828.19922,19739.0,19804.7207,19804.7207,279760000,17.15,17.4,16.4,16.75,16.663063,1423800,1.0631,1.0713,1.0716,1.0624,0,53.92,55.48,55.9,53.77,360150,0,51.44,52.66,52.93,51.05,0,41997,41645,42086,41515,11820,1,2.428,2.333,2.4330000000000003,2.329,1,966.2,981.7,983.05,963.55,0,751.6,753.05,754.45,745.05,0,855,100.918,100.33,101.335,100.315,39870,1,23.35,23.549999,22.709999,23.01,22.7057,75029500,11.19,11.37,11.08,11.16,11.16,30554400 +2017-01-19,114.32,114.959999,113.940002,114.769997,114.769997,6437000,226.839996,227.0,225.410004,225.910004,217.470978,66608800,19813.55078,19824.14063,19677.93945,19732.40039,19732.40039,301750000,16.5,16.950001,16.299999,16.700001,16.613323,900100,1.0664,1.0629,1.0677,1.0588,1,54.16,54.29,54.77,53.9,346870,1,51.47,51.58,52.05,51.2,1,41270,41704,41704,40850,18140,0,2.47,2.428,2.496,2.4130000000000003,1,960.7,965.8,970.35,951.4,0,751.9,746.25,754.95,746.25,1,855,101.144,101.36,101.71,100.955,53380,1,22.75,23.07,22.549999,22.879999,22.577419,60294600,11.24,11.29,11.1,11.17,11.17,15742900 +2017-01-20,114.650002,115.760002,114.32,115.050003,115.050003,12261500,226.699997,227.309998,225.970001,226.740005,218.269989,129168600,19795.06055,19843.93945,19759.14063,19827.25,19827.25,435260000,16.75,17.450001,16.6,17.299999,17.210207,857700,1.0703,1.0667,1.0713,1.0627,1,55.49,54.33,55.8,54.18,293540,1,52.48,52.98,54.42,52.91,1,41425,41384,41606,41102,15410,1,2.467,2.474,2.513,2.45,0,981.8,960.6,983.85,956.15,1,789.8,790.0,790.0,790.0,1,855,100.69,101.195,101.485,100.675,40550,0,22.91,23.459999,22.719999,23.120001,22.814245,56212400,11.45,11.5,11.37,11.39,11.39,26606900 +2017-01-23,115.510002,116.169998,115.199997,115.790001,115.790001,6373100,226.740005,226.809998,225.270004,226.149994,217.701981,75061600,19794.78906,19833.98047,19732.35938,19799.84961,19799.84961,326690000,17.549999,17.700001,17.25,17.65,17.55839,701200,1.0765,1.0687,1.0773,1.0686,1,55.23,55.7,55.75,54.65,305850,0,52.84,53.34,53.48,52.23,1,41692,41241,41830,41241,9450,1,2.401,2.441,2.476,2.381,0,984.3,985.45,988.55,976.85,0,773.1,779.25,779.25,779.1,0,855,100.13,100.75,100.75,99.92,40270,0,23.360001,23.82,23.25,23.809999,23.495119,87895700,11.21,11.38,11.21,11.32,11.32,14650700 +2017-01-24,115.690002,116.019997,114.940002,115.269997,115.269997,5798800,226.399994,228.080002,226.270004,227.600006,219.097855,95555300,19794.67969,19949.24023,19786.71094,19912.71094,19912.71094,374460000,17.700001,17.9,17.35,17.85,17.757353,1155400,1.0731,1.0763,1.0775,1.0718,0,55.44,55.42,55.87,55.07,254890,1,52.92,52.88,53.58,52.69,1,41718,41786,41929,41565,9470,1,2.465,2.406,2.4730000000000003,2.388,1,997.2,984.3,1008.75,982.35,1,796.8,779.05,798.05,775.7,1,855,100.339,99.98,100.395,99.885,29390,1,23.75,24.25,23.59,23.83,23.514856,78455500,11.37,11.48,11.36,11.37,11.37,15367200 +2017-01-25,114.139999,114.440002,113.68,114.32,114.32,6697500,228.699997,229.570007,228.50999500000003,229.570007,220.99424700000003,84437700,19994.48047,20082.0,19994.48047,20068.50977,20068.50977,372240000,17.5,17.75,17.15,17.549999,17.45891,888100,1.0748,1.0734,1.0773,1.0713,1,55.08,55.24,55.65,54.75,275730,0,52.94,52.97,53.48,52.58,1,41193,41590,41590,40860,14810,0,2.515,2.458,2.5380000000000003,2.449,1,988.55,997.15,1004.0,976.0,0,737.8,761.65,762.0,753.0,0,855,100.019,100.24,100.395,99.815,28270,0,23.360001,23.5,23.120001,23.469999,23.159616,64683100,11.3,11.46,11.27,11.31,11.31,19089800 +2017-01-27,112.93,113.550003,112.809998,113.489998,113.489998,6706600,229.419998,229.589996,228.75999500000003,228.970001,220.416656,59711100,20103.35938,20115.9707,20072.64063,20093.7793,20093.7793,343130000,16.799999,17.200001,16.700001,17.15,17.060986,541900,1.0699,1.0685,1.0729,1.0661,1,55.52,56.09,56.5,54.86,142070,0,53.17,53.81,54.16,52.66,0,41432,40990,41739,40470,17940,1,2.486,2.51,2.531,2.481,0,988.45,980.45,988.5,964.8,1,739.65,722.65,745.25,714.5,1,845,100.526,100.515,100.81,100.31,30570,1,22.879999,23.27,22.879999,23.219999,22.912922,49016500,11.4,11.44,11.27,11.4,11.4,19895300 +2017-01-30,113.610001,114.300003,113.540001,113.970001,113.970001,7687800,228.169998,228.199997,226.410004,227.550003,219.049713,79737300,20028.61914,20028.61914,19870.39063,19971.13086,19971.13086,317280000,17.25,17.450001,16.9,17.0,16.911764,608500,1.0695,1.0692,1.0742,1.0619,0,55.23,55.47,55.7,54.97,104900,0,52.6,53.19,53.5,52.45,0,41372,41516,41625,41300,10680,0,2.49,2.479,2.499,2.462,1,992.1,989.5,994.95,978.3,1,739.55,742.0,743.0,727.5,0,845,100.414,100.43,101.015,100.145,38520,0,23.33,23.6,23.1,23.15,22.843849,35261200,11.35,11.35,11.23,11.28,11.28,16441600 +2017-01-31,115.269997,115.82,115.18,115.550003,115.550003,10421900,226.979996,227.600006,226.320007,227.52999900000003,219.030441,75880800,19913.16016,19918.16992,19784.76953,19864.08984,19864.08984,373750000,17.5,17.700001,17.15,17.65,17.55839,1168300,1.0798,1.0695,1.0814,1.0684,1,55.7,55.25,56.0,54.9,28800,1,52.8,52.65,53.61,52.29,1,41911,41536,41990,41410,16620,1,2.466,2.484,2.499,2.4330000000000003,0,999.25,992.05,1002.65,989.4,1,755.4,740.0,759.5,740.0,1,0,99.481,100.39,100.505,99.4,57720,0,23.73,23.93,23.67,23.93,23.613533,92955600,11.4,11.48,11.28,11.32,11.32,19187000 +2017-02-01,114.660004,115.449997,114.139999,115.199997,115.199997,6932900,227.52999900000003,228.589996,226.940002,227.619995,219.117111,79117700,19923.81055,19967.73047,19845.99023,19890.93945,19890.93945,426670000,17.549999,18.0,17.25,17.700001,17.608131,1134700,1.0769,1.0798,1.081,1.0731,0,56.8,55.55,56.83,55.36,301240,1,53.55,52.77,53.92,52.66,1,41889,41893,42249,41701,16050,0,2.477,2.461,2.518,2.459,1,1003.65,999.05,1003.8,994.65,1,764.0,763.75,763.75,763.75,1,845,99.608,99.58,100.06,99.48,42200,1,23.559999,24.99,23.450001,23.85,23.534592,56371600,11.42,11.55,11.33,11.48,11.48,20131300 +2017-02-02,116.260002,116.57,115.629997,115.839996,115.839996,7189500,227.619995,228.100006,226.820007,227.770004,219.26149,69657600,19858.33984,19922.75,19831.08984,19884.91016,19884.91016,347220000,18.15,18.25,17.65,18.0,17.906574,813200,1.0758,1.0767,1.0829,1.0753,0,56.56,56.53,57.45,56.33,297350,0,53.7,53.63,54.4,53.41,1,41801,42250,42468,41730,15740,0,2.474,2.477,2.481,2.4330000000000003,0,999.9,1003.8,1014.95,998.7,0,760.35,770.5,770.5,770.45,0,845,99.788,99.56,99.84,99.195,40680,1,24.41,24.549999,24.209999,24.379999,24.057581,56822500,11.57,11.59,11.43,11.51,11.51,19759600 +2017-02-03,115.730003,116.370003,115.709999,116.129997,116.129997,9455500,228.820007,229.550003,228.460007,229.339996,220.772842,80563200,19964.21094,20081.48047,19964.21094,20071.46094,20071.46094,344220000,17.9,18.25,17.799999,18.0,17.906574,605400,1.0784,1.0759,1.08,1.0714,1,56.81,56.92,57.3,56.39,264760,1,53.84,53.73,54.27,53.45,1,41797,41689,41878,41444,13780,0,2.467,2.477,2.506,2.428,0,1006.85,1000.05,1007.5,988.15,1,750.3,760.6,760.95,746.0,0,845,99.842,99.825,100.37,99.52,49520,1,24.379999,24.65,24.27,24.5,24.175997,33050500,11.49,11.62,11.46,11.54,11.54,20923400 +2017-02-06,117.07,117.739998,116.739998,117.699997,117.699997,8547800,228.869995,229.330002,228.539993,228.929993,220.37817400000003,57790100,20025.60938,20094.94922,20002.81055,20052.41992,20052.41992,281720000,18.299999,19.0,18.0,18.950001,18.851645,1004600,1.075,1.0781,1.0801,1.0703,0,55.72,56.85,57.13,55.65,252700,0,53.12,53.84,54.16,52.93,0,42286,41888,42340,41888,10640,1,2.417,2.472,2.472,2.406,0,1016.85,1007.5,1018.25,1006.25,1,775.6,751.95,776.2,751.95,1,845,99.865,99.7,100.225,99.605,27450,1,24.9,25.42,24.620001,25.4,25.064093,74544000,11.52,11.54,11.34,11.38,11.38,24406200 +2017-02-07,117.309998,117.739998,117.199997,117.459999,117.459999,8621000,229.380005,229.660004,228.720001,228.940002,220.387787,57931200,20107.61914,20155.34961,20068.67969,20090.28906,20090.28906,279670000,18.799999,19.35,18.700001,18.85,18.752163,977400,1.0681,1.075,1.0751,1.0654,0,55.05,55.91,55.98,54.58,317180,0,51.69,53.19,53.28,51.67,0,42502,42330,42580,42170,13290,1,2.397,2.4090000000000003,2.441,2.367,0,1007.75,1016.85,1018.2,1006.35,0,765.75,774.2,774.2,756.2,0,845,100.245,99.96,100.695,99.91,38830,1,25.129999,25.57,25.030001,25.290001,24.955549,58295200,11.21,11.23,11.11,11.19,11.19,38093500 +2017-02-08,118.089996,118.589996,117.809998,118.190002,118.190002,9633400,228.940002,229.389999,228.309998,229.240005,220.676605,51566200,20049.28906,20068.2793,20015.33008,20054.33984,20054.33984,280410000,19.15,19.549999,18.950001,19.25,19.150087,1433600,1.0698,1.0682,1.0715,1.0639,1,55.12,54.5,55.68,54.44,409830,1,52.39,51.68,52.71,51.26,1,42345,42393,42533,42195,11750,0,2.34,2.397,2.402,2.325,0,1017.75,1007.6,1022.35,1005.65,1,771.4,766.95,769.8,766.95,1,845,100.264,100.435,100.63,100.03,31540,1,25.559999,25.709999,25.27,25.57,25.231846,41295600,11.11,11.28,11.04,11.23,11.23,27492100 +2017-02-09,118.190002,118.580002,117.199997,117.290001,117.290001,8177200,229.240005,230.949997,229.240005,230.600006,221.985748,65955200,20061.73047,20206.35938,20061.73047,20172.40039,20172.40039,325310000,19.25,19.450001,18.549999,18.65,18.5532,773600,1.0656,1.0699,1.0711,1.065,0,55.63,55.3,55.92,55.23,263400,1,53.16,52.39,53.23,52.39,1,42031,42379,42413,41884,14550,0,2.397,2.329,2.402,2.326,1,1015.2,1017.8,1032.1,1014.8,0,775.0,775.3,777.0,775.1,1,845,100.647,100.24,100.67,100.075,33570,1,25.57,25.620001,24.84,24.91,24.580572,80783300,11.23,11.39,11.23,11.35,11.35,20406900 +2017-02-10,116.68,117.860001,116.669998,117.599998,117.599998,9072100,231.0,231.770004,230.619995,231.50999500000003,222.861786,66015900,20211.23047,20298.21094,20204.75977,20269.36914,20269.36914,312230000,18.35,19.0,18.25,18.950001,18.851645,1002300,1.0641,1.0658,1.067,1.0609,0,56.7,55.66,56.88,55.59,284710,1,53.84,53.19,54.17,52.94,1,42597,42145,42736,41793,14930,1,2.4090000000000003,2.4,2.434,2.397,1,1014.3,1015.25,1015.75,993.2,0,785.55,787.05,787.05,783.7,1,845,100.791,100.685,101.015,100.56,34600,1,24.67,25.360001,24.6,25.290001,24.955549,65396100,11.53,11.58,11.48,11.5,11.5,26622800 +2017-02-13,116.730003,116.949997,116.150002,116.800003,116.800003,7354900,232.080002,233.070007,232.050003,232.770004,224.074707,55182100,20338.53906,20441.48047,20322.94922,20412.16016,20412.16016,314620000,18.700001,18.799999,18.299999,18.4,18.304499,949000,1.0598,1.0634,1.0658,1.0592,0,55.59,56.68,56.81,55.41,234310,0,52.88,53.85,54.0,52.82,0,42422,42629,42731,42355,11150,0,2.436,2.423,2.452,2.416,1,1000.85,1010.55,1014.1,995.8,0,777.35,782.5,782.55,781.7,0,845,100.95,100.79,101.11,100.57,23850,1,25.0,25.15,24.860001,24.950001,24.620045,49701600,11.37,11.4,11.3,11.32,11.32,20504000 +2017-02-14,117.510002,117.559998,116.379997,116.93,116.93,6920800,232.559998,233.710007,232.160004,233.699997,224.969955,67794500,20374.2207,20504.41016,20374.01953,20504.41016,20504.41016,356580000,18.75,18.799999,18.1,18.6,18.50346,833900,1.0577,1.0596,1.0634,1.0559,0,55.97,55.75,56.46,55.53,254980,1,53.03,52.94,53.75,52.89,1,42480,42549,42888,42222,16520,1,2.472,2.436,2.502,2.427,1,1003.35,1001.05,1011.65,998.7,1,783.45,783.2,783.9,780.55,1,860,101.233,100.95,101.385,100.7,38110,1,25.27,25.33,24.610001,24.92,24.590441,56627800,11.48,11.49,11.35,11.38,11.38,18470900 +2017-02-15,116.330002,117.480003,116.25,117.449997,117.449997,7088400,233.449997,235.139999,233.389999,234.919998,226.144394,86785800,20504.26953,20620.44922,20496.0293,20611.85938,20611.85938,384380000,18.25,18.9,18.15,18.4,18.304499,935200,1.0601,1.0577,1.0611,1.0523,1,55.75,55.82,56.25,55.56,272520,0,53.01,53.03,53.54,52.76,0,42651,42559,42689,42286,11870,1,2.497,2.479,2.524,2.466,1,1012.35,1003.35,1014.45,990.7,1,788.65,785.35,789.15,785.35,1,875,101.164,101.315,101.75,100.975,42910,0,24.6,24.969999,24.5,24.93,24.600309,28928900,11.33,11.45,11.32,11.36,11.36,19615800 +2017-02-16,117.93,118.349998,117.830002,118.080002,118.080002,6378700,234.949997,235.160004,233.850006,234.720001,225.951889,84722400,20627.31055,20639.86914,20556.83008,20619.76953,20619.76953,354120000,18.450001,19.15,18.450001,19.0,18.901384,715300,1.0674,1.06,1.0682,1.0588,1,55.65,55.74,56.24,55.13,310840,0,53.43,53.06,53.64,52.73,1,43010,42710,43131,42655,14720,1,2.447,2.499,2.499,2.438,0,1014.95,1012.1,1021.65,1011.7,1,795.8,795.35,796.6,794.6,1,875,100.43,100.935,101.045,100.4,41900,0,25.07,25.34,24.98,25.200001,24.866739000000006,46822700,11.44,11.45,11.27,11.41,11.41,13772400 +2017-02-17,118.190002,118.400002,117.620003,117.68,117.68,7338100,233.949997,235.089996,233.929993,235.089996,226.308044,77204100,20564.13086,20624.05078,20532.60938,20624.05078,20624.05078,340620000,19.0,19.1,18.299999,18.299999,18.205017,794300,1.0614,1.0675,1.0679,1.0605,0,55.81,55.73,55.88,55.1,270490,1,53.38,53.57,53.62,52.98,0,42937,42919,42999,42782,9840,0,2.42,2.457,2.465,2.4,0,1006.35,1014.95,1019.15,1003.75,0,781.6,792.35,792.35,782.0,0,890,100.951,100.495,100.96,100.44,27270,1,25.290001,25.32,24.73,24.790001,24.462162,50189500,11.32,11.42,11.31,11.39,11.39,13810200 +2017-02-21,117.040001,118.0,116.769997,117.75,117.75,6166900,235.520004,236.690002,235.50999500000003,236.490005,227.655746,88946100,20663.42969,20757.64063,20663.36914,20743.0,20743.0,336880000,18.1,18.299999,17.85,18.15,18.055796,684900,1.0537,1.0611,1.0618,1.0526,0,56.66,56.17,57.31,56.1,335440,1,54.06,53.48,54.68,53.35,1,42836,42810,42929,42415,13730,0,2.431,2.436,2.461,2.4130000000000003,0,1004.3,1007.1,1007.95,990.6,0,781.7,777.25,777.9,765.5,1,900,101.355,101.08,101.61,101.075,28830,1,24.48,24.76,24.120001,24.620001,24.294409,50226300,11.63,11.64,11.51,11.54,11.54,25221400 +2017-02-22,117.860001,118.019997,117.239998,117.910004,117.910004,6057200,236.020004,236.539993,235.830002,236.27999900000003,227.453598,62115200,20715.41016,20781.58984,20692.39063,20775.59961,20775.59961,310530000,18.1,18.4,17.6,18.25,18.155277,985800,1.0556,1.0534,1.0574,1.0493,1,55.84,56.74,57.01,55.64,245160,0,53.88,54.27,54.61,53.36,0,42713,42747,42865,42601,9640,0,2.415,2.438,2.454,2.391,0,1004.85,1004.4,1008.05,998.65,1,771.5,777.65,778.3,773.6,0,900,101.194,101.36,101.715,101.155,38970,0,24.48,24.6,23.82,24.33,24.008244,78978500,11.38,11.4,11.32,11.36,11.36,18527400 +2017-02-23,118.760002,119.160004,118.68,118.940002,118.940002,7523300,236.880005,236.899994,235.559998,236.440002,227.60762000000003,74615900,20817.21094,20840.69922,20746.41016,20810.32031,20810.32031,302110000,18.549999,18.65,17.950001,18.049999,17.956314000000006,974400,1.0581,1.0557,1.0597,1.0538,1,56.58,56.2,57.26,56.18,223590,1,54.39,53.94,54.97,53.91,1,42856,42738,43062,42550,12850,1,2.376,2.417,2.42,2.372,0,1012.1,1004.8,1020.5,997.5,1,775.75,777.6,777.95,776.9,1,900,101.053,101.35,101.435,100.855,32820,0,24.73,24.860001,24.35,24.370001,24.047714000000006,45345000,11.61,11.65,11.5,11.53,11.53,19254600 +2017-02-24,119.739998,119.879997,119.25,119.699997,119.699997,9809000,235.460007,236.789993,235.410004,236.740005,227.896423,82381600,20751.91016,20821.75977,20733.94922,20821.75977,20821.75977,292540000,18.299999,18.35,16.1,16.1,16.016436,1880300,1.0563,1.0583,1.062,1.0557,0,55.99,56.4,56.66,55.74,164960,0,54.0,54.36,54.55,53.8,0,43353,43086,43425,43086,9150,1,2.315,2.377,2.384,2.31,0,1031.05,1012.3,1032.05,1010.9,1,773.75,779.75,785.05,778.85,0,920,101.09,101.04,101.15,100.64,35990,1,24.709999,24.719999,24.049999,24.129999,23.810886,49738700,11.44,11.51,11.44,11.46,11.46,11322100 +2017-02-27,119.730003,120.400002,119.120003,119.120003,119.120003,9263500,236.639999,237.309998,236.350006,237.110001,228.252594,56515400,20808.71094,20851.33008,20774.75977,20837.43945,20837.43945,256540000,16.4,17.15,15.7,15.8,15.717993,1297500,1.0588,1.0562,1.0633,1.0552,1,55.93,55.96,56.77,55.86,139290,0,54.03,54.03,54.61,53.94,1,43424,43343,43574,43289,9070,1,2.367,2.324,2.37,2.317,1,1031.95,1028.15,1047.7,1027.4,1,785.7,771.0,790.45,771.0,1,920,101.129,101.155,101.28,100.68,24660,1,24.1,24.58,22.73,22.84,22.537949,112479400,11.56,11.57,11.45,11.47,11.47,10362500 +2017-02-28,119.709999,119.839996,118.82,119.230003,119.230003,8727800,236.669998,236.949997,236.020004,236.470001,227.63649,96961900,20833.88086,20841.24023,20781.21094,20812.24023,20812.24023,339210000,15.95,16.35,15.25,15.3,15.220589000000002,1643500,1.0577,1.0587,1.0632,1.057,0,55.59,56.02,56.15,55.23,28350,0,53.99,54.07,54.26,53.21,0,43247,43350,43605,43102,11250,0,2.397,2.363,2.401,2.336,1,1022.3,1031.95,1038.9,1021.9,0,772.4,784.1,784.1,770.5,0,0,101.129,101.2,101.38,100.775,31150,0,23.24,23.42,22.639999,22.85,22.547815,83215200,11.36,11.47,11.28,11.45,11.45,16896500 +2017-03-01,117.980003,119.120003,117.949997,119.059998,119.059998,8679600,238.389999,240.320007,238.369995,239.77999900000003,230.82283,149158200,20957.28906,21169.10938,20957.28906,21115.55078,21115.55078,392820000,15.15,15.7,14.95,15.4,15.320068,1147400,1.0548,1.0575,1.0590000000000002,1.0514,0,56.36,56.45,57.05,56.24,261740,1,53.67,53.98,54.47,53.66,0,43408,43107,43461,43065,760,1,2.458,2.415,2.471,2.397,1,1018.05,1022.2,1030.3,1014.6,0,779.75,771.55,784.5,771.55,1,920,101.78,101.475,101.98,101.22,54890,1,22.450001,23.17,22.27,22.98,22.676096,64108600,11.51,11.55,11.4,11.4,11.4,14578500 +2017-03-02,117.760002,118.339996,117.230003,117.580002,117.580002,10986300,239.559998,239.570007,238.210007,238.270004,229.369263,70246000,21128.91016,21129.19922,20996.60938,21002.9707,21002.9707,319910000,15.15,15.4,14.4,14.45,14.375,1332100,1.0507,1.0547,1.0552,1.0493,0,55.08,56.31,56.44,55.03,350120,0,52.59,53.75,53.86,52.6,0,42182,43341,43415,42069,370,0,2.482,2.467,2.505,2.4530000000000003,1,993.95,1018.1,1020.6,984.3,0,770.45,775.0,777.05,770.15,0,920,102.204,101.81,102.27,101.79,30510,1,22.49,22.690001,21.83,21.93,21.639984,102332100,11.21,11.3,11.15,11.17,11.17,21734400 +2017-03-03,116.949997,117.730003,116.440002,117.510002,117.510002,10665800,238.169998,238.610001,237.729996,238.419998,229.513641,81974300,21008.75,21039.96094,20953.85938,21005.71094,21005.71094,254420000,14.65,14.85,14.25,14.75,14.75,1045800,1.0623,1.0508,1.0626,1.0502,1,55.9,55.18,55.95,55.09,248710,1,53.2,52.6,53.41,52.57,1,42151,42259,42300,41996,140,0,2.482,2.483,2.521,2.471,1,1000.6,993.95,1000.7,985.5,1,768.25,771.7,771.7,761.0,0,920,101.548,102.08,102.165,101.335,61010,0,21.73,22.469999,21.57,22.200001,21.906412,82068800,11.19,11.33,11.18,11.29,11.29,14425600 +2017-03-06,117.349998,117.349998,116.629997,116.720001,116.720001,4883500,237.5,238.119995,237.00999500000003,237.710007,228.830185,55391500,20955.71094,20986.42969,20912.10938,20954.33984,20954.33984,266620000,14.75,14.75,13.8,14.3,14.3,1237600,1.0581,1.0617,1.0643,1.0575,0,56.01,55.8,56.25,55.32,224200,1,53.18,53.21,53.58,52.78,0,42429,42780,42799,42370,9170,1,2.494,2.474,2.507,2.457,1,980.6,1001.75,1002.2,977.8,0,773.7,779.0,779.0,767.95,1,920,101.645,101.44,101.74,101.225,38660,1,22.1,22.120001,21.35,21.639999,21.353817000000006,75805800,11.32,11.36,11.24,11.28,11.28,15630400 +2017-03-07,116.129997,116.25,115.620003,115.779999,115.779999,6846300,237.360001,237.770004,236.75999500000003,237.0,228.146667,65103700,20934.89063,20970.53906,20901.25977,20924.75977,20924.75977,274630000,14.25,14.55,13.8,13.85,13.85,933300,1.0566,1.0583,1.0603,1.0557,0,55.92,55.95,56.65,55.56,269520,0,52.77,53.2,53.83,52.75,0,41943,42475,42475,41888,11370,0,2.518,2.494,2.52,2.491,1,963.8,980.65,981.4,960.6,0,775.55,772.15,777.0,766.95,1,920,101.805,101.74,101.905,101.52,20650,1,21.379999,21.799999,21.219999,21.51,21.225536,49198800,11.38,11.39,11.26,11.27,11.27,10927500 +2017-03-08,114.989998,115.360001,114.949997,115.059998,115.059998,7620900,237.339996,237.639999,236.399994,236.559998,227.723114,78168800,20940.43945,20951.43945,20835.58008,20855.73047,20855.73047,296780000,13.75,14.45,13.7,14.3,14.3,1344400,1.0541,1.0566,1.0576,1.0535,0,53.11,55.63,55.77,52.93,444130,0,50.19,52.81,52.94,50.07,0,41430,41927,41959,41377,12440,0,2.56,2.52,2.583,2.507,1,951.45,963.75,965.5,946.75,0,771.15,769.0,774.45,767.75,0,920,102.076,101.76,102.185,101.705,51020,1,21.23,21.639999,21.17,21.35,21.067654,47354800,11.11,11.22,10.62,10.67,10.67,65761200 +2017-03-09,114.779999,115.029999,114.410004,114.470001,114.470001,6410900,236.699997,237.240005,235.740005,236.860001,228.011917,90683900,20864.32031,20900.57031,20777.16016,20858.18945,20858.18945,275960000,14.25,14.45,14.0,14.3,14.3,1365800,1.0577,1.0541,1.0617,1.0525,1,52.19,53.49,53.86,51.5,504120,0,49.62,50.3,50.92,48.67,0,40834,41331,41408,40776,15610,0,2.609,2.56,2.609,2.5580000000000003,1,936.5,951.45,954.1,935.35,0,748.85,770.0,770.0,751.0,0,930,101.853,102.15,102.25,101.7,31010,0,21.389999,21.549999,21.139999,21.139999,20.86043,36909000,10.57,10.59,10.32,10.53,10.53,48216300 +2017-03-10,114.449997,114.730003,114.129997,114.720001,114.720001,7929500,237.970001,238.020004,236.589996,237.690002,228.810928,81991700,20919.00977,20940.28906,20827.66016,20902.98047,20902.98047,315430000,14.4,15.0,14.05,14.9,14.9,952500,1.0672,1.0577,1.0702,1.0572,1,51.37,52.33,53.02,51.14,351340,0,48.38,49.64,50.14,48.34,0,40528,40750,40894,40420,15760,0,2.575,2.613,2.624,2.575,0,943.9,936.45,947.85,935.85,1,745.65,747.7,752.3,745.4,0,930,101.247,101.945,101.98,101.18,18210,0,21.32,21.889999,21.190001,21.73,21.442627,82724800,10.52,10.52,10.25,10.29,10.29,43623400 +2017-03-13,114.629997,114.910004,114.510002,114.739998,114.739998,5807400,237.619995,237.860001,237.240005,237.809998,228.926453,57256800,20899.2793,20926.06055,20845.71094,20881.48047,20881.48047,289260000,15.0,15.15,14.7,14.9,14.9,881900,1.0654,1.0672,1.0715,1.065,0,51.35,51.49,51.7,50.85,276760,0,48.44,48.49,48.72,47.94,1,40418,40680,40680,40360,4410,0,2.6260000000000003,2.584,2.628,2.5580000000000003,1,939.15,944.0,949.1,937.8,0,755.3,749.45,758.0,749.45,1,930,101.31,101.28,101.4,101.03,1620,1,21.889999,22.1,21.73,22.0,21.709057,52664600,10.29,10.34,10.22,10.28,10.28,41080000 +2017-03-14,114.540001,115.010002,114.029999,114.120003,114.120003,5301800,237.179993,237.240005,236.190002,236.899994,228.050415,59880800,20848.59961,20874.0,20786.31055,20837.36914,20837.36914,246820000,14.8,15.2,14.05,14.25,14.25,888300,1.0604,1.0655,1.0664,1.0599,0,50.92,51.34,51.86,50.25,411630,0,48.48,48.51,48.84,47.15,1,40083,40402,40467,40006,10710,0,2.602,2.62,2.629,2.588,0,939.1,939.2,945.1,936.8,0,742.5,749.25,749.7,741.55,0,930,101.574,101.285,101.66,101.215,22530,1,21.91,22.190001,21.26,21.34,21.057787,80950500,10.11,10.21,10.02,10.19,10.19,43678900 +2017-03-15,114.290001,116.25,114.019997,116.25,116.25,13524100,237.559998,239.440002,237.289993,238.949997,230.023865,96081800,20874.7793,20977.4707,20859.59961,20950.09961,20950.09961,306590000,14.3,15.65,14.2,15.55,15.55,1520300,1.0735,1.0604,1.0742,1.0603,1,51.81,51.5,52.15,51.36,327900,1,48.98,48.8,49.08,48.19,1,40045,40000,40116,39808,10550,0,2.5,2.5980000000000003,2.6,2.495,0,958.9,939.15,958.95,932.95,1,746.1,745.4,767.0,744.95,1,930,100.575,101.57,101.59,100.32,47710,0,21.57,23.040001,21.370001,22.98,22.676096,150366100,10.31,10.41,10.24,10.38,10.38,34094800 +2017-03-16,117.269997,117.290001,116.690002,116.730003,116.730003,9322000,239.110001,239.199997,238.100006,238.479996,229.571396,78344000,20969.26953,21000.10938,20893.5,20934.55078,20934.55078,264360000,15.95,16.049999,15.45,15.45,15.45,982600,1.0766,1.0734,1.0772,1.0706,1,51.74,52.08,52.65,51.5,281530,0,48.8,49.06,49.67,48.51,0,40598,40450,41235,40450,15700,1,2.537,2.497,2.542,2.486,1,958.65,959.0,973.75,956.45,0,767.25,771.6,775.0,766.9,1,945,100.185,100.345,100.58,100.045,36550,0,22.98,23.450001,22.690001,22.77,22.468874,61512900,10.39,10.4,10.29,10.36,10.36,22429000 +2017-03-17,117.040001,117.269997,116.910004,116.989998,116.989998,4683000,237.75,237.970001,237.02999900000003,237.02999900000003,229.168243,89002100,20965.36914,20980.50977,20911.07031,20914.61914,20914.61914,535280000,15.5,15.75,15.15,15.5,15.5,1482100,1.0738,1.0765,1.0784,1.0728,0,51.76,51.74,52.18,51.53,220350,1,48.68,48.87,49.28,48.68,0,40909,40761,40949,40675,8190,1,2.501,2.544,2.544,2.49,0,965.8,958.65,966.7,953.85,1,776.4,775.0,780.0,775.0,1,960,100.115,100.065,100.28,99.97,23350,0,22.860001,23.08,22.51,22.67,22.370197,49383500,10.42,10.43,10.32,10.33,10.33,17883700 +2017-03-20,117.309998,117.599998,117.209999,117.510002,117.510002,4000200,237.02999900000003,237.360001,236.320007,236.770004,228.91687,52537000,20916.26953,20955.44922,20885.69922,20905.85938,20905.85938,253610000,15.5,15.65,15.05,15.4,15.4,882000,1.0739,1.074,1.0779,1.0725,1,51.62,51.8,51.94,51.01,239250,0,48.2,48.8,48.84,47.94,0,40869,41051,41062,40810,7270,0,2.463,2.508,2.513,2.463,0,972.85,967.0,973.35,962.25,1,782.2,781.0,785.5,780.4,1,960,100.234,100.11,100.265,99.835,19260,1,22.74,23.0,22.58,22.889999,22.587288,45769700,10.26,10.36,10.22,10.27,10.27,13767800 +2017-03-21,117.769997,118.800003,117.760002,118.540001,118.540001,9567900,237.470001,237.610001,233.580002,233.729996,225.977692,131809300,20956.33008,20970.03906,20653.25977,20668.00977,20668.00977,369320000,15.45,16.1,15.15,15.85,15.85,1212900,1.0811,1.074,1.0822,1.072,1,50.96,51.7,52.22,50.73,291710,0,47.34,47.93,48.73,47.23,0,41282,40750,41315,40705,11590,1,2.416,2.466,2.499,2.416,0,972.6,972.9,976.6,960.2,0,788.2,783.0,793.8,783.0,1,960,99.614,100.175,100.18,99.46,33890,0,23.049999,23.51,23.030001,23.26,22.952394,75857100,10.3,10.33,10.07,10.11,10.11,24905200 +2017-03-22,118.870003,119.150002,118.68,118.830002,118.830002,7287400,233.770004,234.610001,233.050003,234.27999900000003,226.50944500000003,97569200,20640.41992,20686.21094,20578.94922,20661.30078,20661.30078,325090000,15.85,16.049999,15.55,15.75,15.75,619000,1.0797,1.081,1.0827,1.0776,0,50.64,50.86,50.98,49.71,327910,0,48.12,48.19,48.35,47.04,1,41233,41310,41348,41063,9210,0,2.403,2.414,2.425,2.375,0,962.35,972.6,974.45,960.55,0,790.0,784.0,795.65,784.0,1,975,99.468,99.5,99.725,99.34,30150,0,23.42,23.559999,23.129999,23.25,22.942526,61585400,10.02,10.14,9.88,10.12,10.12,22442800 +2017-03-23,119.150002,119.25,118.32,118.669998,118.669998,6201100,234.27999900000003,235.339996,233.600006,234.02999900000003,226.267746,100410300,20645.07031,20757.89063,20618.61914,20656.58008,20656.58008,280050000,15.8,15.9,15.4,15.85,15.85,847900,1.0783,1.0797,1.0807,1.0769,0,50.56,50.83,51.1,50.25,320210,0,47.67,48.17,48.5,47.6,0,41300,41170,41497,41165,11570,1,2.418,2.4090000000000003,2.437,2.387,1,962.95,962.4,971.85,957.35,1,800.7,788.05,809.25,788.05,1,1000,99.563,99.585,99.665,99.435,23580,1,23.360001,23.450001,22.629999,23.030001,22.725435,67748100,10.04,10.07,9.99,10.01,10.01,18601100 +2017-03-24,118.5,119.209999,118.389999,118.860001,118.860001,6879600,234.380005,235.039993,232.960007,233.860001,226.103378,112504900,20674.44922,20718.33008,20529.66992,20596.7207,20596.7207,292980000,15.7,16.0,15.65,15.7,15.7,439400,1.0799,1.0784,1.082,1.0761,1,50.8,50.64,51.06,50.4,215340,1,48.13,47.7,48.23,47.57,1,41530,41302,41618,41210,9690,1,2.418,2.418,2.438,2.393,1,966.35,962.9,970.2,957.45,1,813.8,806.65,815.0,806.65,1,1015,99.442,99.57,99.815,99.355,22920,0,22.950001,23.18,22.83,22.92,22.616892,35724900,10.05,10.1,9.98,10.09,10.09,16115000 +2017-03-27,119.93,120.080002,119.269997,119.529999,119.529999,8519600,231.929993,233.919998,231.610001,233.619995,225.871338,87454500,20488.34961,20578.46094,20412.80078,20550.98047,20550.98047,269380000,15.95,16.5,15.75,16.25,16.25,733800,1.0865,1.0797,1.0905,1.0795,1,50.75,51.03,51.1,50.03,195520,0,47.84,48.14,48.3,47.1,0,42122,41650,42153,41650,10640,1,2.378,2.382,2.384,2.3480000000000003,0,970.6,973.65,987.05,970.4,0,794.95,806.9,810.0,794.95,0,1015,98.973,99.335,99.335,98.67,31750,0,23.440001,23.540001,23.15,23.43,23.120148,61768100,9.93,10.05,9.88,10.04,10.04,22504200 +2017-03-28,119.739998,119.830002,118.779999,119.040001,119.040001,7112800,233.270004,235.809998,233.139999,235.320007,227.514954,93483900,20542.14063,20735.60938,20520.09961,20701.5,20701.5,299670000,16.35,16.450001,15.65,15.8,15.8,849100,1.0813,1.0864,1.0873,1.0797,0,51.33,50.77,51.87,50.77,186410,1,48.45,47.91,48.76,47.82,1,42388,42036,42440,41992,10870,1,2.42,2.382,2.421,2.357,1,956.75,970.7,974.5,952.9,0,793.1,789.0,797.3,788.6,0,1015,99.549,99.055,99.62,98.92,26360,1,23.35,23.48,22.58,22.809999,22.508345,74233000,10.11,10.23,10.09,10.15,10.15,17808800 +2017-03-29,119.220001,119.449997,119.050003,119.330002,119.330002,4911000,234.990005,235.809998,234.729996,235.539993,227.727676,61950400,20675.75,20684.73047,20625.0293,20659.32031,20659.32031,238320000,16.549999,17.700001,16.35,17.4,17.4,1711300,1.0767,1.0811,1.0827,1.0739,0,52.42,51.43,52.48,51.36,140440,1,49.6,48.51,49.67,48.42,1,42283,42190,42298,42005,9730,0,2.38,2.425,2.427,2.378,0,959.2,956.9,960.15,951.55,1,790.65,793.95,794.15,787.4,0,1015,99.836,99.56,99.965,99.495,25950,1,22.74,23.059999,22.66,22.91,22.607023,33489000,10.18,10.4,10.17,10.37,10.37,23155500 +2017-03-30,118.769997,119.120003,118.32,118.470001,118.470001,6894600,235.470001,236.520004,235.270004,236.289993,228.45277400000003,56737900,20662.78906,20753.7793,20643.59961,20728.49023,20728.49023,270900000,17.4,17.700001,17.25,17.4,17.4,884900,1.0675,1.0765,1.0772,1.0671,0,52.96,52.39,53.1,52.03,128550,1,50.36,49.64,50.51,49.31,1,42147,42302,42400,41960,11470,0,2.421,2.385,2.425,2.373,1,952.2,959.3,963.5,950.15,0,798.05,788.35,803.85,788.35,1,1015,100.285,99.85,100.465,99.795,28860,1,22.73,22.889999,22.530001,22.549999,22.251781,44880400,10.47,10.59,10.44,10.57,10.57,28570800 +2017-03-31,118.610001,119.080002,118.459999,118.720001,118.720001,8520800,235.899994,236.50999500000003,235.679993,235.740005,227.921021,73733100,20700.33984,20722.58984,20660.67969,20663.2207,20663.2207,303770000,17.5,17.700001,17.0,17.049999,17.049999,1091200,1.0652,1.0675,1.0705,1.0652,0,52.83,52.83,53.45,52.35,27460,0,50.79,50.38,50.91,49.96,1,42326,42040,42360,41901,9380,1,2.389,2.414,2.431,2.387,0,953.4,952.15,953.9,942.9,1,798.5,794.2,801.5,794.05,1,0,100.218,100.34,100.505,100.115,25570,0,22.65,23.120001,22.549999,22.809999,22.508345,56753500,10.52,10.66,10.51,10.64,10.64,19430600 +2017-04-03,118.690002,119.370003,118.669998,119.349998,119.349998,6105700,235.800003,236.02999900000003,233.910004,235.330002,227.52464300000003,85546500,20665.16992,20692.33984,20517.82031,20650.21094,20650.21094,285670000,17.049999,17.4,17.0,17.200001,17.200001,861000,1.0671,1.0659999999999998,1.0683,1.0643,1,53.12,53.62,53.74,53.03,241750,1,50.24,50.72,50.86,50.15,0,42321,42310,42434,42060,10870,0,2.323,2.396,2.405,2.321,0,962.65,956.95,962.75,949.25,1,802.85,798.2,805.0,796.7,1,1025,100.412,100.405,100.56,100.235,19240,1,22.84,23.219999,22.790001,23.200001,22.893188,47771600,10.62,10.63,10.52,10.55,10.55,16796100 +2017-04-04,119.589996,119.769997,119.379997,119.620003,119.620003,4687300,235.0,235.580002,234.559998,235.479996,227.66964700000003,56466200,20634.93945,20701.28906,20605.30078,20689.24023,20689.24023,237390000,17.200001,17.4,17.049999,17.200001,17.200001,586300,1.0674,1.0669,1.0678,1.0635,1,54.17,53.18,54.38,52.73,302110,1,51.1,50.29,51.35,49.93,1,42570,42470,42820,42411,8770,1,2.364,2.326,2.364,2.314,1,963.1,962.6,968.05,956.9,1,807.15,806.45,808.0,806.45,1,1025,100.426,100.34,100.605,100.3,15960,1,23.34,23.469999,23.190001,23.450001,23.139883,36716200,10.63,10.74,10.59,10.71,10.71,24385600 +2017-04-05,118.620003,119.629997,118.400002,119.620003,119.620003,8106000,236.25999500000003,237.389999,234.539993,234.77999900000003,226.99287400000003,108800600,20745.06055,20887.5,20639.55078,20648.15039,20648.15039,284980000,17.1,17.299999,16.6,17.1,17.1,1153100,1.0663,1.0672,1.069,1.0633,0,54.36,54.22,55.09,53.97,353020,1,50.84,51.21,51.91,50.77,0,42258,42500,42518,42175,12290,0,2.339,2.361,2.384,2.325,0,965.3,962.95,972.1,956.0,1,808.05,803.0,815.0,803.0,1,1025,100.441,100.415,100.99,100.305,26550,1,23.17,23.66,23.02,23.48,23.169485,65945600,10.84,10.89,10.65,10.68,10.68,28988000 +2017-04-06,119.220001,119.419998,118.980003,119.18,119.18,4633500,234.940002,236.039993,234.429993,235.440002,227.630997,69135800,20653.76953,20746.46094,20612.16992,20662.94922,20662.94922,251720000,17.200001,17.549999,17.15,17.25,17.25,735300,1.0644,1.0663,1.0687,1.063,0,54.89,54.13,55.0,54.02,239470,1,51.74,50.83,51.85,50.8,1,42093,42331,42389,41952,10640,0,2.341,2.332,2.3680000000000003,2.326,1,959.9,965.3,965.6,954.0,0,804.45,810.0,810.0,797.1,0,1025,100.57,100.37,100.67,100.285,18130,1,23.4,23.549999,23.25,23.51,23.199089,35595900,10.82,10.88,10.8,10.86,10.86,21920900 +2017-04-07,120.300003,120.669998,119.139999,119.459999,119.459999,12351100,235.149994,236.0,234.639999,235.199997,227.398926,74412300,20647.81055,20726.07031,20606.94922,20656.09961,20656.09961,219730000,17.65,18.049999,17.15,17.35,17.35,1006100,1.0590000000000002,1.0644,1.0668,1.058,0,55.24,54.88,56.08,54.57,317780,1,52.33,51.76,53.0,51.55,1,41379,42340,42432,41128,17870,0,2.382,2.3480000000000003,2.386,2.269,1,956.8,960.05,981.75,951.45,0,804.05,802.5,812.0,799.3,0,1025,101.117,100.645,101.185,100.4,37150,1,23.91,24.02,23.219999,23.5,23.18922,53894800,10.89,10.97,10.87,10.96,10.96,19212800 +2017-04-10,119.040001,119.690002,118.849998,119.459999,119.459999,4623700,235.360001,236.25999500000003,234.729996,235.339996,227.534302,67615300,20668.2207,20750.33008,20614.85938,20658.01953,20658.01953,230480000,17.25,17.5,17.049999,17.4,17.4,609600,1.0596,1.0593,1.0609,1.0571,1,55.98,55.19,56.05,55.19,298900,1,53.15,52.34,53.21,52.32,1,41366,41357,41468,41006,10960,0,2.366,2.384,2.395,2.346,0,945.8,956.1,956.6,938.65,0,790.35,799.0,799.7,788.35,0,1025,100.952,101.12,101.265,100.87,21830,0,23.379999,23.709999,23.200001,23.65,23.337234,44121700,11.07,11.14,11.04,11.14,11.14,22166500 +2017-04-11,120.330002,121.400002,120.290001,121.190002,121.190002,12455300,234.899994,235.179993,233.339996,235.059998,227.263565,88045300,20644.32031,20660.0293,20512.56055,20651.30078,20651.30078,255120000,17.65,18.1,17.450001,17.799999,17.799999,766800,1.0602,1.0595,1.0631,1.0577,1,56.23,56.08,56.3,55.45,340420,1,53.41,53.16,53.48,52.73,1,42187,41460,42275,41321,13590,1,2.298,2.353,2.357,2.293,0,971.7,945.7,973.7,943.75,1,803.45,789.0,805.0,789.0,1,1025,100.622,100.9,101.005,100.51,24420,0,23.99,24.459999,23.870001,24.360001,24.037848,88138900,11.13,11.21,11.06,11.17,11.17,24549100 +2017-04-12,121.379997,122.220001,121.139999,122.019997,122.019997,9502500,234.740005,234.960007,233.770004,234.02999900000003,226.267746,81864400,20637.94922,20642.53906,20553.0293,20591.85938,20591.85938,267670000,17.75,18.0,17.299999,17.75,17.75,1079000,1.0666,1.0606,1.0677,1.0589,1,55.86,56.28,56.65,55.5,373530,0,52.84,53.48,53.84,52.79,0,42202,42308,42418,42154,9030,1,2.244,2.3,2.31,2.239,0,976.05,971.8,976.35,962.95,1,796.65,805.35,805.35,789.45,0,1025,100.711,100.595,100.76,100.01,22390,1,24.360001,24.59,24.08,24.57,24.24507,64128000,11.24,11.26,11.08,11.11,11.11,25773000 +2017-04-13,122.540001,122.650002,122.029999,122.599998,122.599998,9892600,233.639999,234.490005,232.50999500000003,232.50999500000003,224.798157,92880400,20561.68945,20612.26953,20453.25,20453.25,20453.25,235810000,18.15,18.9,18.049999,18.450001,18.450001,2302000,1.0614,1.0664,1.0679,1.0609,0,55.89,55.66,56.06,55.56,325310,1,52.93,52.87,53.41,52.84,1,42571,42301,42694,42301,11570,1,2.232,2.248,2.271,2.218,0,976.1,976.15,981.1,971.55,1,796.25,800.65,810.0,795.35,0,1025,100.463,100.03,100.5,99.93,22780,0,24.620001,24.879999,24.379999,24.540001,24.215467,59164800,11.18,11.2,11.1,11.13,11.13,17369800 +2017-04-17,122.550003,123.07,121.989998,122.239998,122.239998,8469600,233.110001,234.570007,232.880005,234.570007,226.789856,68405400,20484.75,20644.41016,20484.75,20636.91992,20636.91992,229240000,18.6,18.75,18.35,18.450001,18.450001,798700,1.0643,1.0615,1.0674,1.0603,1,55.36,55.55,55.98,55.29,158970,0,52.73,52.99,53.23,52.57,0,42497,42750,42750,42432,8600,0,2.248,2.2,2.26,2.198,1,983.7,984.55,993.0,975.7,0,788.9,795.6,797.5,789.1,0,1025,100.194,100.405,100.465,99.91,14990,0,24.559999,24.76,24.309999,24.469999,24.146393,44182500,11.13,11.15,11.04,11.06,11.06,14853400 +2017-04-18,122.43,123.029999,121.730003,122.82,122.82,10903700,233.720001,234.490005,233.080002,233.869995,226.113037,83225800,20561.39063,20600.11914,20462.2793,20523.2793,20523.2793,263180000,18.200001,18.65,17.950001,18.6,18.6,1053700,1.0734,1.0643,1.0737,1.0636,1,54.89,55.39,55.48,54.61,373100,0,52.33,52.82,52.92,52.17,0,42187,42300,42368,41630,17480,0,2.172,2.255,2.259,2.165,0,979.95,983.65,989.15,977.75,0,771.2,787.85,792.1,770.6,0,1025,99.404,100.24,100.31,99.365,26520,0,24.379999,24.440001,23.99,24.27,23.949038,53986000,11.0,11.1,10.94,11.04,11.04,14503600 +2017-04-19,122.25,122.260002,121.279999,121.730003,121.730003,8472700,234.520004,234.949997,233.179993,233.440002,225.697327,68699900,20503.51953,20546.68945,20379.55078,20404.49023,20404.49023,294790000,18.299999,18.450001,17.85,18.1,18.1,2241300,1.0711,1.073,1.0738,1.07,0,52.93,54.78,55.2,52.58,435410,0,50.62,52.92,53.21,50.65,0,41898,42000,42050,41704,10420,0,2.216,2.182,2.225,2.175,1,970.2,980.1,982.95,966.95,0,775.4,771.9,775.35,771.2,1,1025,99.638,99.455,99.785,99.415,17790,1,24.030001,24.07,23.280001,23.389999,23.080673,111847200,11.03,11.05,10.52,10.62,10.62,50463000 +2017-04-20,121.82,122.169998,121.5,121.959999,121.959999,11787300,234.149994,235.850006,233.77999900000003,235.339996,227.534302,92572200,20406.67969,20629.7793,20406.67969,20578.71094,20578.71094,312440000,17.950001,18.299999,17.799999,18.0,18.0,1151400,1.0717,1.0711,1.078,1.0709,1,52.99,53.09,53.55,52.68,401850,1,50.27,50.63,50.97,50.18,0,41505,41801,41975,41200,14050,0,2.236,2.207,2.257,2.198,1,979.7,969.95,983.7,969.25,1,802.8,776.6,803.15,776.6,1,1025,99.685,99.7,99.76,99.29,22300,1,23.48,23.799999,23.360001,23.58,23.268162,48955800,10.58,10.68,10.52,10.54,10.54,29358300 +2017-04-21,122.139999,122.610001,121.730003,122.309998,122.309998,15608000,235.25,235.309998,234.130005,234.589996,226.809158,110389800,20578.09961,20601.40039,20505.33008,20547.75977,20547.75977,369600000,17.950001,18.049999,17.65,18.0,18.0,1225800,1.0728,1.0719,1.0739,1.0682,1,51.96,53.0,53.29,51.57,348480,0,49.63,50.73,50.95,49.22,0,41289,41440,41475,41100,12290,0,2.246,2.2430000000000003,2.25,2.209,1,974.65,979.4,985.65,974.25,0,790.65,801.95,804.95,789.7,0,1025,99.88,99.75,99.935,99.56,23080,1,23.67,23.82,23.48,23.610001,23.297766,52601700,10.55,10.55,10.25,10.32,10.32,38664800 +2017-04-24,120.769997,121.510002,120.660004,121.480003,121.480003,11053600,237.179993,237.410004,234.559998,237.169998,229.303589,119209900,20723.58984,20792.19922,20723.58984,20763.89063,20763.89063,342400000,17.4,18.0,17.25,17.799999,17.799999,1086600,1.0868,1.089,1.0936,1.0819,1,51.6,52.11,52.57,51.42,267280,0,49.2,49.7,50.24,49.05,0,41129,41083,41190,40800,11580,0,2.273,2.314,2.325,2.266,1,966.45,972.7,974.9,955.65,0,795.35,792.6,798.0,790.5,1,1025,98.973,99.18,99.24,98.7,30220,0,23.139999,23.440001,23.08,23.200001,22.893188,69344300,10.29,10.31,10.21,10.25,10.25,27837300 +2017-04-25,120.529999,120.870003,120.050003,120.25,120.25,10344800,237.910004,238.949997,237.809998,238.550003,230.637833,76698300,20915.50977,21026.9707,20909.38086,20996.11914,20996.11914,348180000,17.450001,17.65,16.799999,17.0,17.0,1470400,1.0926,1.0868,1.0951,1.0851,1,52.1,51.6,52.39,51.3,272760,1,49.38,49.24,49.85,48.89,1,40416,41045,41088,40338,12900,0,2.334,2.27,2.343,2.27,1,956.95,966.7,967.6,952.2,0,796.5,794.2,798.45,790.6,1,1025,98.648,98.965,99.1,98.565,26510,0,22.91,22.92,21.950001,22.219999,21.926147,130026200,10.25,10.38,10.18,10.36,10.36,23694300 +2017-04-26,120.209999,120.959999,119.870003,120.839996,120.839996,9758800,238.50999500000003,239.52999900000003,238.350006,238.399994,230.492798,84702500,21009.94922,21070.90039,20972.26953,20975.08984,20975.08984,328550000,16.799999,17.5,16.549999,17.5,17.5,1585100,1.0903,1.0924,1.0951,1.0856,0,51.82,51.81,52.46,51.38,206560,0,49.18,49.39,50.23,48.97,0,39858,40317,40375,39748,15260,0,2.3040000000000003,2.334,2.35,2.302,0,951.85,956.75,958.3,945.95,0,804.95,798.1,809.3,796.25,1,1015,98.92,98.725,99.205,98.605,32960,1,22.190001,22.42,21.68,22.26,21.965618,75540500,10.24,10.46,10.22,10.26,10.26,26806700 +2017-04-27,120.419998,120.599998,119.970001,120.389999,120.389999,8267000,238.770004,238.949997,237.979996,238.600006,230.686157,57410300,20991.11914,21005.80078,20935.80078,20981.33008,20981.33008,305690000,17.4,17.5,16.6,16.9,16.9,1433800,1.0873,1.0903,1.0933,1.0851,0,51.44,51.57,51.76,50.45,187130,0,49.23,49.26,49.47,48.24,1,39670,40047,40087,39625,12850,0,2.3,2.313,2.322,2.282,0,948.15,952.0,952.65,942.85,0,812.85,808.6,815.7,800.35,1,1015,98.955,98.855,99.21,98.69,40180,1,22.27,22.27,21.709999,21.809999,21.521568,71964000,10.13,10.26,10.04,10.24,10.24,34004000 +2017-04-28,120.339996,120.769997,120.269997,120.769997,120.769997,8928200,238.899994,238.929993,237.929993,238.080002,230.183411,53247400,20987.39063,20987.75977,20926.75,20940.50977,20940.50977,329990000,16.75,18.4,16.6,18.299999,18.299999,1539800,1.0897,1.0877,1.0949,1.0857,1,51.73,51.58,52.12,51.31,23200,1,49.2,49.33,49.81,48.85,0,39503,39720,40100,39400,17230,0,2.289,2.295,2.338,2.279,0,948.15,948.35,955.25,945.55,1,826.45,814.25,829.25,813.85,1,0,98.898,99.07,99.125,98.58,26320,0,21.98,22.43,21.870001,22.23,21.936014,66558600,10.29,10.33,10.17,10.24,10.24,15798000 +2017-05-01,120.209999,120.75,119.349998,119.669998,119.669998,9331800,238.679993,239.169998,238.199997,238.679993,230.763489,66882500,20962.73047,20976.61914,20898.38086,20913.46094,20913.46094,288160000,18.1,18.4,16.950001,17.1,17.1,1412100,1.0899,1.0906,1.0924,1.0883,1,51.52,51.88,51.97,51.22,121530,0,48.73,49.19,49.34,48.61,0,38685,39170,39433,38530,2660,0,2.322,2.282,2.338,2.28,1,934.8,950.55,950.95,930.35,0,814.35,826.45,827.0,813.5,0,1015,98.93,98.93,99.07,98.735,17670,1,22.030001,22.23,21.51,21.690001,21.403158,67101600,10.19,10.21,10.12,10.15,10.15,16116300 +2017-05-02,119.300003,119.650002,119.239998,119.650002,119.650002,4900800,238.839996,238.979996,238.300003,238.770004,230.850525,57375700,20941.18945,20960.91992,20904.06055,20949.89063,20949.89063,338810000,17.1,17.4,16.950001,17.299999,17.299999,1354300,1.093,1.0901,1.0936,1.0889,1,50.46,51.39,52.16,50.14,364060,0,48.06,48.82,49.32,47.39,0,38689,38808,39012,38685,710,1,2.287,2.32,2.34,2.282,0,928.5,934.75,937.25,924.95,0,813.45,814.75,818.3,810.85,0,1005,98.829,98.93,99.085,98.775,19830,0,21.620001,21.959999,21.549999,21.74,21.452496,43845800,10.17,10.17,9.86,9.92,9.92,44146300 +2017-05-03,119.18,119.339996,117.919998,117.980003,117.980003,10811100,238.770004,238.880005,237.699997,238.479996,230.570145,73137700,20915.0,20972.74023,20874.17969,20957.90039,20957.90039,310920000,17.25,18.0,17.1,17.4,17.4,1799800,1.0885,1.093,1.0939,1.0883,0,50.79,50.99,51.14,50.2,357190,1,47.56,48.16,48.27,47.33,0,38292,38744,38744,38108,270,0,2.322,2.293,2.327,2.279,1,898.95,928.7,928.85,896.55,0,799.05,817.3,819.95,794.65,0,995,99.082,98.77,99.27,98.75,27170,1,21.709999,22.280001,21.51,21.51,21.225536,67303100,9.96,10.01,9.86,9.93,9.93,36540400 +2017-05-04,116.809998,117.279999,116.629997,116.790001,116.790001,12406900,238.830002,238.919998,237.77999900000003,238.75999500000003,230.840866,61462700,20987.83008,20990.78906,20847.94922,20951.4707,20951.4707,274720000,17.15,17.15,16.5,16.6,16.6,1069900,1.0984,1.0884,1.0987,1.0874,1,48.38,50.59,50.73,48.16,541580,0,45.48,47.63,47.78,45.32,0,37706,38211,38211,37504,230,0,2.352,2.325,2.3680000000000003,2.325,1,904.85,898.9,909.5,894.85,1,800.35,795.5,803.15,785.95,1,985,98.647,99.23,99.34,98.56,31360,0,21.18,21.309999,20.889999,21.1,20.820961,70495200,9.75,9.76,9.43,9.46,9.46,70243500 +2017-05-05,116.860001,117.07,116.68,117.010002,117.010002,7127200,239.190002,239.720001,238.679993,239.699997,231.74968,62001300,20929.03906,21006.93945,20905.0,21006.93945,21006.93945,260960000,16.65,17.25,16.549999,17.1,17.1,1199100,1.0998,1.0991,1.1002,1.0951,1,49.1,48.45,49.63,46.64,530440,1,46.47,45.55,46.72,43.8,1,37757,37900,38147,37593,60,1,2.35,2.343,2.381,2.338,0,914.4,904.6,918.25,903.25,1,812.55,801.8,813.9,800.15,1,980,98.528,98.63,98.895,98.41,24980,0,21.17,21.75,21.120001,21.549999,21.265007,58316100,9.47,9.72,9.47,9.66,9.66,35582100 +2017-05-08,117.029999,117.139999,116.68,116.75,116.75,5438400,239.75,239.919998,239.169998,239.660004,231.710999,48385700,20991.25977,21017.89063,20971.05078,21012.2793,21012.2793,276150000,17.1,18.0,17.1,17.75,17.75,1603300,1.0924,1.0998,1.1024,1.0917,0,49.34,49.27,49.92,48.48,400720,1,46.5,46.36,46.98,45.73,1,38011,38099,38287,37926,10880,1,2.389,2.361,2.39,2.327,1,919.45,924.25,925.1,911.95,0,804.9,812.4,817.0,804.45,0,980,98.936,98.37,99.055,98.355,29510,1,21.58,21.59,21.290001,21.540001,21.25514,26305200,9.65,9.75,9.53,9.67,9.67,30537500 +2017-05-09,116.18,116.239998,115.559998,116.050003,116.050003,6801300,239.960007,240.190002,239.039993,239.440002,231.49832200000003,51363200,21022.2793,21046.84961,20938.03906,20975.7793,20975.7793,273000000,17.6,17.85,17.35,17.75,17.75,1072600,1.0874,1.0923,1.0935,1.0862,0,48.73,49.44,49.72,48.39,332910,0,46.18,46.55,46.84,45.59,0,37789,38157,38157,37720,12510,0,2.398,2.389,2.416,2.378,1,907.1,919.5,920.4,900.4,0,792.85,806.55,808.05,790.7,0,970,99.544,99.02,99.565,98.96,29650,1,21.34,21.57,21.219999,21.52,21.235405,42362800,9.64,9.67,9.48,9.57,9.57,20430200 +2017-05-10,116.419998,116.5,115.860001,116.040001,116.040001,4290500,239.389999,239.869995,239.149994,239.869995,231.914032,54293800,20958.49023,20976.2793,20884.15039,20943.10938,20943.10938,283340000,18.0,18.25,17.85,18.0,18.0,1040200,1.0868,1.0874,1.09,1.0853,0,50.22,48.95,50.63,48.81,368110,1,47.34,46.23,47.84,46.06,1,37952,37989,38290,37870,13270,1,2.41,2.39,2.416,2.369,1,910.45,907.25,914.5,904.15,1,798.55,795.75,803.0,792.25,1,950,99.559,99.34,99.605,99.25,21260,1,21.83,22.040001,21.75,21.93,21.639984,48357300,9.7,9.95,9.68,9.86,9.86,33397600 +2017-05-11,116.209999,116.849998,116.190002,116.5,116.5,6274400,239.350006,239.570007,238.130005,239.380005,231.440308,62358300,20925.7207,20933.35938,20798.90039,20919.41992,20919.41992,287680000,18.0,18.450001,17.9,18.35,18.35,1251500,1.0861,1.0869,1.0894,1.0838,0,50.77,50.28,51.16,50.25,315590,1,47.81,47.43,48.26,47.38,1,37992,37957,38225,37861,13470,1,2.393,2.4,2.423,2.389,0,919.1,910.6,920.2,909.85,1,797.95,793.0,808.25,791.8,0,950,99.505,99.565,99.765,99.375,18320,0,22.040001,22.5,22.01,22.370001,22.074165,66080500,9.99,10.04,9.9,9.94,9.94,19372200 +2017-05-12,117.07,117.160004,116.730003,116.830002,116.830002,5434500,239.089996,239.429993,238.669998,238.979996,231.05357400000003,53912700,20893.18945,20916.09961,20869.74023,20896.60938,20896.60938,288500000,18.549999,18.799999,18.0,18.299999,18.299999,1081700,1.0931,1.0863,1.0937,1.0857,1,50.84,50.76,51.09,50.33,304760,1,47.86,47.86,48.11,47.39,1,38155,38093,38293,38093,10700,1,2.326,2.389,2.393,2.322,0,922.0,919.0,926.6,915.35,1,802.5,801.0,806.25,800.2,1,950,99.131,99.53,99.585,99.035,24670,0,22.709999,22.879999,22.620001,22.719999,22.419535,44397500,9.97,9.98,9.85,9.95,9.95,19435600 +2017-05-15,117.519997,117.540001,116.989998,117.139999,117.139999,5019600,239.470001,240.440002,239.449997,240.300003,232.329773,61918900,20923.63086,21000.83008,20923.63086,20981.93945,20981.93945,313170000,17.799999,17.85,16.450001,17.0,17.0,2370600,1.0975,1.0926,1.0991,1.0922,1,51.82,50.89,52.63,50.74,331420,1,48.82,47.89,49.7,47.79,1,38502,38231,38884,38231,14560,1,2.343,2.326,2.352,2.32,1,931.95,924.05,939.6,921.25,1,796.05,804.1,817.2,794.0,0,950,98.801,99.06,99.14,98.67,18480,0,23.129999,23.129999,22.48,22.799999,22.498476,43566900,10.27,10.28,10.13,10.17,10.17,36712500 +2017-05-16,117.449997,117.910004,117.400002,117.650002,117.650002,4942800,240.639999,240.669998,239.630005,240.080002,232.117081,51241800,20984.48047,21033.5293,20932.88086,20979.75,20979.75,311580000,17.0,17.0,16.549999,16.9,16.9,1625600,1.1082,1.0976,1.1098,1.0972,1,51.65,51.88,52.36,51.1,340960,0,48.25,48.86,49.42,48.2,0,38744,38621,38775,38580,9860,1,2.326,2.34,2.361,2.306,0,944.0,932.15,946.0,931.15,1,791.55,794.7,806.5,785.5,0,950,97.998,98.76,98.77,97.97,32800,0,22.870001,23.049999,22.84,22.959999,22.656361,32089000,10.22,10.26,10.09,10.11,10.11,16824900 +2017-05-17,119.360001,120.019997,119.269997,119.790001,119.790001,13936900,240.080002,240.080002,235.75,235.820007,227.998383,172174100,20846.16992,20846.16992,20601.08008,20606.92969,20606.92969,423200000,17.25,17.25,16.35,16.65,16.65,3130100,1.1159,1.1083,1.1163,1.1079,1,52.21,51.2,52.61,51.04,331360,1,48.94,48.25,49.53,48.06,1,39199,38909,39375,38909,16780,1,2.2230000000000003,2.298,2.306,2.212,0,947.8,944.1,949.5,940.0,1,776.25,794.6,797.8,775.6,0,950,97.462,97.99,98.01,97.33,29340,0,23.459999,23.67,23.129999,23.370001,23.06094,67494600,10.19,10.29,10.1,10.19,10.19,27053700 +2017-05-18,119.769997,119.839996,118.559998,118.809998,118.809998,10341100,235.729996,237.75,235.429993,236.770004,228.91687,107047700,20579.65039,20759.19922,20553.44922,20663.01953,20663.01953,422590000,16.450001,17.1,16.4,16.85,16.85,3940100,1.1103,1.116,1.1173,1.1075,0,52.51,52.19,52.74,51.11,363690,1,49.36,49.02,49.69,48.13,1,38889,39159,39375,38541,27680,0,2.228,2.236,2.25,2.181,1,933.95,948.0,948.0,930.45,0,764.45,781.3,782.4,755.1,0,950,97.772,97.41,97.97,97.275,46220,1,23.110001,23.17,22.549999,22.65,22.350462,76638200,10.13,10.31,10.09,10.26,10.26,21291700 +2017-05-19,119.389999,119.550003,118.879997,119.400002,119.400002,6787300,237.330002,239.080002,237.270004,238.309998,230.405792,115011400,20698.2793,20857.13086,20687.93945,20804.83984,20804.83984,365180000,16.9,17.4,16.75,17.299999,17.299999,2659900,1.1207,1.1103,1.1214,1.1097,1,53.61,52.57,53.82,52.55,333270,1,50.49,49.41,50.66,49.41,1,39111,38820,39225,38808,14400,1,2.235,2.231,2.261,2.224,1,940.4,934.05,946.05,930.1,1,759.8,759.55,765.2,755.0,0,940,97.03,97.715,97.74,96.965,26380,0,22.969999,23.01,22.809999,22.860001,22.557684,38486000,10.4,10.49,10.38,10.48,10.48,24768200 +2017-05-22,119.629997,120.139999,119.580002,119.900002,119.900002,5132500,238.899994,239.710007,238.820007,239.520004,231.575653,61010600,20867.76953,20914.25977,20860.16016,20894.83008,20894.83008,276120000,17.4,18.299999,17.4,18.049999,18.049999,1305500,1.1238,1.1202,1.1265,1.1162,1,53.87,53.85,54.37,53.66,379120,1,50.73,50.6,51.06,50.44,1,39874,39177,39920,39123,16330,1,2.252,2.245,2.256,2.238,1,949.9,942.1,951.1,936.7,1,758.2,758.35,770.5,747.7,0,940,96.881,97.03,97.335,96.7,24310,0,23.07,23.389999,23.040001,23.16,22.853718,40356400,10.55,10.6,10.5,10.54,10.54,24494100 +2017-05-23,120.129997,120.190002,118.980003,119.139999,119.139999,8305400,239.949997,240.240005,239.50999500000003,240.050003,232.08807400000003,48341700,20908.66992,20961.14063,20896.2207,20937.91016,20937.91016,244950000,17.65,17.75,16.9,17.0,17.0,2263900,1.1183,1.1237,1.1268,1.1174,0,54.15,53.87,54.43,53.2,328330,1,51.51,51.07,51.82,50.6,1,39958,39911,40245,39658,20360,1,2.282,2.234,2.29,2.226,1,944.4,949.7,959.45,943.85,0,771.8,766.9,775.7,765.0,1,940,97.264,96.83,97.32,96.705,34010,1,23.26,23.389999,22.58,22.639999,22.340593,58240500,10.58,10.65,10.54,10.64,10.64,26251000 +2017-05-24,119.07,119.739998,118.919998,119.610001,119.610001,7025000,240.320007,240.729996,239.929993,240.610001,232.629517,46927700,20949.21094,21022.82031,20933.58008,21012.41992,21012.41992,283180000,16.9,17.299999,16.65,17.200001,17.200001,1495000,1.1219,1.1184,1.1222,1.1169,1,53.96,54.14,54.62,53.66,351640,0,51.3,51.47,51.92,51.06,0,39832,39740,39887,39471,15030,0,2.252,2.283,2.297,2.248,0,950.4,944.45,951.35,940.45,1,761.2,771.75,772.25,755.9,0,930,97.147,97.32,97.375,96.945,31820,0,22.57,22.98,22.200001,22.969999,22.666229,55901900,10.62,10.7,10.54,10.6,10.6,32217200 +2017-05-25,119.519997,119.699997,119.290001,119.480003,119.480003,4105100,241.199997,242.080002,240.960007,241.75999500000003,233.741348,64071700,21062.96094,21112.32031,21051.41016,21082.94922,21082.94922,268970000,17.15,17.299999,16.9,17.15,17.15,857100,1.1211,1.1219,1.1252,1.1194,0,51.46,54.15,54.67,51.03,464500,0,48.67,51.3,52.05,48.5,0,39802,39878,39990,39755,11370,0,2.255,2.257,2.269,2.2430000000000003,1,949.55,950.45,957.75,947.75,0,768.5,764.0,769.9,760.0,1,930,97.176,96.9,97.205,96.805,21260,1,22.719999,22.83,22.49,22.709999,22.409666,42202900,10.5,10.58,10.01,10.04,10.04,83813000 +2017-05-26,120.489998,120.790001,120.330002,120.540001,120.540001,6791600,241.539993,241.899994,241.449997,241.710007,233.693024,46629900,21070.15039,21092.82031,21050.49023,21080.2793,21080.2793,208000000,17.4,17.4,16.700001,16.75,16.75,1154300,1.1183,1.1211,1.1235,1.1159,0,52.15,51.38,52.3,50.71,265830,1,49.84,48.8,49.98,48.23,1,40091,39854,40195,39795,14560,1,2.25,2.255,2.255,2.231,0,961.95,949.4,967.75,948.9,1,786.7,769.25,788.9,765.45,1,930,97.364,97.15,97.465,96.965,24100,1,23.01,23.049999,22.83,22.940001,22.636627,33135000,10.14,10.3,10.09,10.28,10.28,31424500 +2017-05-30,120.239998,120.330002,119.949997,120.139999,120.139999,4507500,241.339996,241.789993,241.160004,241.5,233.48999,35201900,21045.49023,21063.61914,21009.59961,21029.4707,21029.4707,242810000,16.200001,16.35,15.85,15.95,15.95,1404800,1.1185,1.1165,1.1207,1.1111,1,51.84,52.25,52.35,51.19,137210,0,49.61,49.97,50.33,49.08,0,40282,40380,40470,39925,17720,0,2.208,2.245,2.248,2.208,0,941.35,956.4,959.3,938.8,0,802.65,788.5,805.0,788.45,1,930,97.212,97.615,97.7,97.145,27990,0,22.65,22.84,22.59,22.59,22.291254,35882500,10.17,10.3,10.13,10.24,10.24,15950800 +2017-05-31,120.309998,121.230003,120.260002,120.620003,120.620003,10360700,241.839996,241.880005,240.639999,241.440002,233.431961,91796000,21048.46094,21051.69922,20942.57031,21008.65039,21008.65039,371580000,15.95,16.049999,14.9,15.25,15.25,2774600,1.1243,1.1186,1.1255,1.1165,1,50.31,51.92,51.92,49.81,41680,0,48.63,49.67,49.73,47.75,0,40096,40105,40275,39910,13260,0,2.206,2.22,2.232,2.196,0,949.95,940.9,952.85,940.45,1,815.95,802.95,819.55,801.55,1,0,96.854,97.355,97.425,96.795,27260,0,22.68,22.91,22.450001,22.690001,22.389933,41639300,9.99,10.05,9.86,9.96,9.96,33314100 +2017-06-01,120.169998,120.739998,120.059998,120.720001,120.720001,8702500,241.970001,243.380005,241.639999,243.360001,235.288284,68962000,21030.55078,21144.17969,20994.2207,21144.17969,21144.17969,276730000,15.15,15.7,15.0,15.3,15.3,837700,1.1213,1.1242,1.1258,1.1203,0,50.63,51.17,51.45,50.23,462920,1,48.01,48.69,49.23,47.96,0,39813,40016,40065,39333,21410,0,2.213,2.213,2.239,2.208,1,932.15,949.8,950.6,928.5,0,823.1,817.25,825.9,809.05,1,930,97.141,96.955,97.27,96.85,16410,1,22.5,22.780001,22.440001,22.6,22.301123,27032600,10.01,10.16,9.91,9.91,9.91,30181300 +2017-06-02,121.309998,121.709999,121.190002,121.610001,121.610001,7268100,243.419998,244.350006,243.080002,244.169998,236.071411,88666100,21142.08984,21225.03906,21129.56055,21206.28906,21206.28906,329700000,15.75,15.75,15.0,15.15,15.15,935400,1.1282,1.1213,1.1287,1.1205,1,49.95,50.23,50.52,48.95,451460,0,47.77,48.14,48.29,46.84,0,40274,39440,40400,39440,18860,1,2.1590000000000003,2.217,2.224,2.144,0,955.35,932.2,957.5,926.2,1,834.05,823.2,839.85,821.1,1,930,96.67,97.165,97.26,96.58,29200,0,22.940001,23.01,22.67,22.76,22.459007,43410900,9.83,9.93,9.73,9.86,9.86,30743200 +2017-06-05,121.910004,121.940002,121.580002,121.730003,121.730003,3979200,243.970001,244.300003,243.75999500000003,243.990005,235.8974,44698800,21195.0293,21224.41016,21168.68945,21184.03906,21184.03906,269790000,15.2,15.25,14.85,15.1,15.1,793700,1.1255,1.128,1.1285,1.1236,0,49.47,49.87,50.74,49.04,348410,0,47.4,47.72,48.43,46.87,0,40453,40357,40620,40283,13100,1,2.1830000000000003,2.161,2.189,2.154,1,954.8,952.15,963.25,950.75,1,841.85,839.35,844.7,833.6,1,950,96.754,96.67,96.93,96.64,14970,1,22.83,22.889999,22.49,22.74,22.43927,26543100,9.72,9.82,9.68,9.8,9.8,28136700 +2017-06-06,123.089996,123.309998,122.769997,123.099998,123.099998,10798500,243.339996,243.979996,243.119995,243.210007,235.14328,50375400,21145.48047,21180.4707,21118.46094,21136.23047,21136.23047,283550000,15.45,16.15,15.4,16.15,16.15,1862800,1.1278,1.1254,1.1285,1.124,1,50.12,49.57,50.3,49.0,329710,1,47.98,47.43,48.43,46.97,1,40777,40452,40842,40452,14290,1,2.145,2.18,2.18,2.129,0,962.4,954.75,969.4,953.35,1,848.4,839.1,853.0,837.3,1,950,96.591,96.75,96.75,96.465,18620,0,23.1,23.860001,23.08,23.799999,23.485252,97130500,9.74,9.99,9.73,9.97,9.97,26368100 +2017-06-07,122.790001,123.160004,122.019997,122.449997,122.449997,9039200,243.600006,243.919998,242.830002,243.660004,235.578354,54144300,21171.57031,21189.83984,21113.31055,21173.68945,21173.68945,273400000,15.85,16.200001,15.5,15.8,15.8,1273700,1.1257,1.1277,1.1284,1.1205,0,48.06,49.97,50.14,47.96,461750,0,45.77,48.0,48.25,45.67,0,40552,40790,40790,40412,14860,0,2.176,2.154,2.1830000000000003,2.145,1,945.8,962.3,963.15,943.5,0,828.2,848.0,853.25,823.75,0,960,96.708,96.565,96.94,96.455,24750,1,23.57,23.82,23.32,23.65,23.337234,56209800,9.84,9.88,9.44,9.46,9.46,58698800 +2017-06-08,122.07,122.080002,120.949997,121.650002,121.650002,8157700,243.770004,244.330002,243.169998,243.77999900000003,235.694351,63989800,21169.75977,21265.68945,21138.16016,21182.5293,21182.5293,330330000,15.35,15.5,14.1,14.3,14.3,2681300,1.1214,1.1257,1.127,1.1195,0,47.86,48.26,48.6,47.56,445970,0,45.69,45.89,46.22,45.23,0,40050,40451,40648,39775,20260,0,2.192,2.185,2.215,2.178,1,940.4,945.85,949.8,935.75,0,846.5,826.95,851.25,826.75,1,960,96.898,96.695,97.135,96.565,33920,1,23.4,23.41,22.959999,23.219999,22.912922,63504300,9.4,9.53,9.37,9.43,9.43,39626600 +2017-06-09,120.459999,120.910004,120.400002,120.540001,120.540001,7054700,244.089996,245.00999500000003,241.949997,243.410004,235.336609,132256400,21208.96094,21305.34961,21159.44922,21271.9707,21271.9707,397200000,14.2,14.7,14.1,14.5,14.5,1203400,1.1196,1.1217,1.124,1.1168,0,48.15,47.79,48.56,47.4,285820,1,45.94,45.77,46.24,45.33,1,39694,39920,39946,39558,13610,0,2.202,2.174,2.228,2.166,1,940.4,940.35,954.25,935.6,1,856.2,848.3,891.35,840.25,1,960,97.239,97.26,97.47,97.125,29760,1,22.84,23.110001,22.809999,22.83,22.52808,50189900,9.44,9.55,9.41,9.49,9.49,25624700 +2017-06-12,120.330002,120.690002,120.269997,120.360001,120.360001,4927400,243.130005,243.419998,242.380005,243.360001,235.288284,86108100,21259.94922,21277.08008,21186.15039,21235.66992,21235.66992,528080000,14.5,14.5,13.15,13.6,13.6,3786800,1.1203,1.1196,1.1235,1.1193,1,48.29,48.06,49.15,48.01,316560,1,46.0,45.83,46.73,45.69,1,39165,39551,39618,39075,17950,0,2.215,2.213,2.2230000000000003,2.187,1,944.35,938.95,948.8,938.65,1,864.25,858.9,879.1,857.1,1,960,97.121,97.235,97.3,97.02,24180,0,22.75,22.969999,22.68,22.74,22.43927,44601500,9.61,9.65,9.51,9.52,9.52,25478800 +2017-06-13,119.949997,120.709999,119.919998,120.480003,120.480003,3786600,243.979996,244.610001,243.580002,244.550003,236.438828,60067000,21256.83008,21332.76953,21256.83008,21328.4707,21328.4707,323510000,13.75,14.15,13.5,14.05,14.05,1797900,1.1216,1.1203,1.1225,1.1184,1,48.72,48.32,48.82,47.87,321280,1,45.95,46.05,46.61,45.59,0,38771,39066,39085,38632,16910,0,2.211,2.218,2.227,2.2,0,928.25,944.4,948.1,922.95,0,857.55,873.6,876.35,855.4,0,970,96.942,97.17,97.26,96.925,21800,0,22.610001,23.139999,22.6,22.969999,22.666229,40029400,9.51,9.62,9.41,9.6,9.6,25996700 +2017-06-14,121.510002,121.879997,119.57,119.82,119.82,21124800,244.860001,244.869995,243.289993,244.240005,236.139099,78602300,21342.71094,21391.9707,21294.08984,21374.56055,21374.56055,295090000,14.35,14.65,13.4,13.45,13.45,1957300,1.1218,1.121,1.1296,1.1191,1,47.0,48.18,48.69,46.74,464420,0,44.66,45.96,46.51,44.56,0,39418,38895,39821,38830,19110,1,2.127,2.211,2.211,2.103,0,938.1,928.45,954.9,923.45,1,853.8,858.9,871.25,847.55,0,970,96.921,97.005,97.11,96.305,57200,0,23.379999,23.42,22.1,22.219999,21.926147,107805400,9.54,9.59,9.2,9.23,9.23,60687800 +2017-06-15,119.220001,119.5,119.129997,119.32,119.32,6796700,242.679993,243.910004,242.360001,243.770004,235.684708,66464900,21291.68945,21367.2793,21261.86914,21359.90039,21359.90039,317200000,13.15,13.6,13.05,13.35,13.35,2305700,1.1145,1.1219,1.1231,1.1132,0,46.92,46.8,47.2,46.7,301400,0,44.25,44.72,44.84,44.25,0,38721,39150,39150,38555,18620,0,2.164,2.125,2.172,2.125,1,922.6,938.15,941.75,918.3,0,857.95,857.75,864.05,845.1,1,970,97.437,96.91,97.555,96.84,21800,1,22.0,22.34,21.959999,22.1,21.807735,74322300,9.22,9.24,9.16,9.18,9.18,31606500 +2017-06-16,119.349998,119.5,119.239998,119.339996,119.339996,6435700,242.770004,242.830002,241.630005,242.639999,235.736176,84553100,21335.92969,21384.41992,21308.00977,21384.2793,21384.2793,603260000,13.35,13.9,13.25,13.75,13.75,10061200,1.1198,1.1142,1.1201,1.1138,1,47.37,46.82,47.61,46.81,227420,1,44.7,44.31,45.0,44.3,1,38481,38708,38830,38430,14380,0,2.153,2.167,2.1790000000000003,2.144,0,929.85,922.55,929.9,921.0,1,865.65,862.85,870.45,858.3,1,970,97.146,97.48,97.55,97.095,19110,0,22.059999,22.17,21.940001,22.059999,21.768263,50005000,9.26,9.27,9.2,9.24,9.24,21403800 +2017-06-19,118.739998,118.839996,118.330002,118.43,118.43,6787000,243.589996,244.729996,243.479996,244.660004,237.69873,65123800,21444.75,21528.99023,21436.08008,21528.99023,21528.99023,289400000,13.45,14.2,13.4,13.95,13.95,1672900,1.1148,1.1199,1.1214,1.1141,0,46.91,47.21,47.76,46.77,261490,0,44.1,44.78,45.16,44.15,0,38169,38423,38440,38133,13200,0,2.191,2.158,2.193,2.139,1,924.85,927.05,929.15,918.35,0,855.6,863.6,868.35,852.5,0,980,97.325,97.115,97.345,97.05,1080,1,21.93,22.209999,21.85,21.93,21.639984,46840300,9.27,9.3,9.11,9.12,9.12,25802300 +2017-06-20,118.419998,118.459999,118.07,118.18,118.18,4617400,244.25,244.25999500000003,242.990005,243.00999500000003,236.095657,56906400,21521.25,21535.0293,21464.24023,21467.14063,21467.14063,310200000,13.95,14.05,13.6,13.75,13.75,777700,1.1135,1.1147,1.1165,1.1118,0,46.02,46.96,47.23,45.42,343460,0,43.23,44.11,44.4,42.75,0,38065,38177,38349,37931,16610,0,2.156,2.195,2.197,2.151,0,924.2,924.7,929.05,919.35,0,867.15,856.0,869.95,852.75,1,990,97.412,97.28,97.515,97.135,30220,1,21.959999,21.969999,21.75,21.799999,21.5117,31301100,8.93,8.97,8.83,8.95,8.95,48635000 +2017-06-21,118.150002,118.660004,118.150002,118.519997,118.519997,4723700,243.460007,243.589996,242.410004,242.949997,236.037338,55977600,21466.39063,21492.61914,21390.0,21410.0293,21410.0293,292500000,13.8,13.95,13.7,13.85,13.85,698200,1.1168,1.1133,1.1171,1.1128,1,44.82,45.89,46.63,44.35,389710,0,42.5,43.41,44.23,42.08,0,37977,38201,38226,37811,13900,0,2.165,2.164,2.177,2.144,1,928.95,924.3,932.1,916.95,1,876.45,865.15,882.35,860.7,1,1000,97.216,97.385,97.465,97.18,14390,0,21.82,22.129999,21.77,22.110001,21.817604,37797100,8.97,9.08,8.65,8.71,8.71,61198200 +2017-06-22,119.129997,119.199997,118.599998,118.919998,118.919998,5811900,242.960007,243.52999900000003,242.639999,242.839996,235.930481,44148100,21407.98047,21456.4707,21394.81055,21397.28906,21397.28906,270680000,14.1,14.2,13.85,14.05,14.05,721800,1.1153,1.1167,1.1179,1.114,0,45.22,44.81,45.79,44.53,346760,1,42.77,42.61,43.38,42.32,1,38220,38100,38533,38100,14120,1,2.148,2.162,2.167,2.139,0,926.8,928.85,934.75,922.65,0,880.5,881.65,887.0,874.8,1,1000,97.303,97.225,97.35,97.115,27550,1,22.360001,22.549999,22.26,22.360001,22.064299,47219900,8.8,8.91,8.77,8.78,8.78,31594100 +2017-06-23,119.650002,119.660004,119.309998,119.43,119.43,9258600,242.910004,243.50999500000003,242.470001,243.130005,236.21225,66986800,21380.91992,21421.78906,21333.89063,21394.75977,21394.75977,368400000,14.15,14.6,14.0,14.55,14.55,1120800,1.1194,1.1152,1.1211,1.1145,1,45.54,45.28,45.75,45.03,252260,1,43.12,42.86,43.26,42.59,1,38488,38320,38690,38320,12060,1,2.144,2.151,2.167,2.142,0,929.75,926.85,934.55,923.75,1,856.65,880.05,889.95,852.55,0,1015,96.942,97.255,97.295,96.86,14010,0,22.68,22.809999,22.549999,22.74,22.43927,47655200,8.8,8.89,8.75,8.86,8.86,31028400 +2017-06-26,118.290001,118.540001,118.169998,118.360001,118.360001,6593400,243.899994,244.380005,243.050003,243.289993,236.367661,56700500,21434.67969,21506.21094,21381.25,21409.55078,21409.55078,241880000,14.3,14.45,14.2,14.45,14.45,566700,1.1182,1.1202,1.1222,1.1173,0,45.83,45.63,46.24,45.04,203220,1,43.48,43.19,43.69,42.67,1,38304,38130,38360,37925,7630,0,2.135,2.144,2.161,2.121,0,919.25,931.15,931.8,914.85,0,863.95,852.95,865.5,845.4,1,1015,97.116,96.94,97.16,96.81,15450,1,22.440001,22.77,22.41,22.559999,22.26165,39689100,8.88,8.96,8.77,8.93,8.93,37263000 +2017-06-27,118.870003,119.050003,118.480003,118.809998,118.809998,5759300,243.039993,243.380005,241.309998,241.330002,234.46344,82247700,21411.18945,21440.59961,21310.66016,21310.66016,21310.66016,292170000,14.55,14.65,14.05,14.1,14.1,738100,1.1339,1.1183,1.1351,1.1178,1,46.65,45.85,47.06,45.79,263260,1,43.73,43.5,44.45,43.33,1,38355,38210,38516,38175,11900,1,2.2030000000000003,2.142,2.216,2.126,1,921.2,918.95,926.35,917.85,1,858.35,865.2,867.2,854.35,0,1015,96.093,97.12,97.155,96.045,33760,0,22.76,22.799999,22.24,22.26,21.965618,66702600,8.99,9.14,8.98,9.1,9.1,29140000 +2017-06-28,119.059998,119.059998,118.690002,118.900002,118.900002,4220100,242.5,243.720001,242.229996,243.490005,236.561996,70042600,21372.35938,21478.75,21372.35938,21454.60938,21454.60938,271510000,13.65,13.75,13.3,13.35,13.35,1867100,1.1378,1.1339,1.1392,1.1292,1,47.31,46.25,47.47,46.25,162580,1,44.87,43.73,44.93,43.7,1,38704,38515,38880,38515,15860,1,2.226,2.2,2.258,2.195,1,922.55,921.15,928.65,919.45,1,854.6,855.85,863.7,851.4,0,1030,95.744,96.175,96.32,95.67,39800,0,22.370001,22.469999,22.15,22.43,22.133371,30354600,9.1,9.22,9.03,9.2,9.2,29368000 +2017-06-29,117.970001,118.639999,117.910004,118.32,118.32,7705200,243.660004,243.720001,239.960007,241.350006,234.482895,106949700,21487.38086,21487.38086,21197.08008,21287.0293,21287.0293,336750000,13.1,13.25,12.7,12.9,12.9,1295500,1.1441,1.1376,1.1446,1.1373,1,47.42,47.39,48.03,47.14,179560,1,44.86,44.92,45.48,44.68,0,38599,38878,38920,38361,15910,0,2.267,2.226,2.297,2.221,1,923.8,922.6,928.0,911.75,1,846.1,855.2,860.95,843.55,0,1030,95.366,95.77,95.78,95.27,22610,0,22.16,22.200001,21.879999,21.950001,21.659719,54569900,9.27,9.34,9.18,9.21,9.21,31259000 +2017-06-30,118.080002,118.410004,117.949997,118.019997,118.019997,7272600,242.27999900000003,242.710007,241.580002,241.800003,234.92009,86820700,21348.59961,21426.11914,21325.08008,21349.63086,21349.63086,313260000,12.7,13.25,12.5,13.2,13.2,1541600,1.1426,1.1442,1.1448,1.1393,0,47.92,47.46,48.12,47.46,26180,1,46.34,44.91,46.38,44.91,1,38344,38600,38600,38157,15590,0,2.3040000000000003,2.268,2.309,2.261,1,927.7,923.7,930.9,920.2,1,836.65,847.05,847.9,832.65,0,0,95.421,95.31,95.565,95.225,20290,1,21.879999,22.129999,21.879999,22.08,21.787998,46691900,9.32,9.5,9.29,9.5,9.5,32678800 +2017-07-03,116.540001,116.849998,115.940002,116.089996,116.089996,12145000,242.880005,243.380005,242.210007,242.210007,235.31842000000003,39153800,21392.30078,21562.75,21391.71094,21479.26953,21479.26953,186810000,13.0,13.15,12.8,12.85,12.85,606200,1.1364,1.1422,1.1431,1.1357,0,49.68,48.95,49.71,48.54,244520,1,47.05,46.3,47.12,45.94,1,37250,38356,38370,37197,3350,0,2.3480000000000003,2.314,2.353,2.289,1,907.35,929.45,929.65,905.6,0,842.4,839.35,844.35,833.65,1,1040,95.969,95.405,95.995,95.385,19920,1,21.67,21.700001,21.459999,21.48,21.195932,43834500,9.55,9.63,9.54,9.62,9.62,20200800 +2017-07-05,115.910004,116.669998,115.870003,116.519997,116.519997,7223300,242.630005,243.00999500000003,241.699997,242.770004,235.862503,54427600,21492.83008,21505.35938,21404.75977,21478.16992,21478.16992,273690000,13.05,13.05,12.5,12.85,12.85,1252200,1.1353,1.1345,1.1369,1.1312,1,47.79,49.67,49.84,47.0,372980,0,45.62,47.07,47.35,44.54,0,37124,37367,37367,36900,110,0,2.327,2.336,2.357,2.321,0,911.2,916.95,916.95,902.2,0,834.4,843.2,857.95,830.85,0,1040,96.059,95.905,96.255,95.825,19130,1,21.450001,21.82,21.4,21.76,21.472231,58726000,9.56,9.58,9.23,9.25,9.25,68182000 +2017-07-06,116.580002,116.610001,116.239998,116.470001,116.470001,4443400,241.889999,242.02999900000003,240.339996,240.550003,233.705627,65400800,21423.92969,21433.09961,21305.38086,21320.03906,21320.03906,320450000,12.8,12.95,12.65,12.8,12.8,763200,1.1423,1.1351,1.1425,1.1329,1,48.11,48.28,49.18,47.77,308260,1,45.33,45.67,46.56,45.2,0,37452,37428,37597,37321,12820,1,2.3680000000000003,2.332,2.391,2.32,1,910.05,911.15,914.0,901.3,0,832.2,836.5,843.25,827.5,0,1040,95.575,96.005,96.11,95.56,14270,0,21.68,21.700001,21.440001,21.49,21.205801,37409500,9.44,9.56,9.29,9.31,9.31,41881900 +2017-07-07,115.779999,115.790001,114.800003,115.279999,115.279999,11153600,241.210007,242.27999900000003,240.559998,242.110001,235.221252,57972300,21354.66016,21425.82031,21350.7207,21414.33984,21414.33984,242240000,12.65,12.75,12.05,12.1,12.1,1421800,1.1401,1.1423,1.144,1.1379,0,46.71,47.76,47.76,46.28,302320,0,44.33,45.39,45.45,43.81,0,36231,37440,37440,35980,30980,0,2.386,2.371,2.398,2.362,1,909.0,909.6,918.3,902.2,0,831.25,832.8,838.0,824.3,0,1040,95.792,95.585,95.93,95.525,20490,1,21.35,21.42,21.0,21.209999,20.929502,57304600,9.19,9.2,9.0,9.1,9.1,43291300 +2017-07-10,115.019997,115.57,114.830002,115.470001,115.470001,4970900,242.110001,242.800003,241.75999500000003,242.369995,235.47386200000003,36663300,21381.23047,21446.39063,21371.10938,21408.51953,21408.51953,270340000,12.2,12.35,12.05,12.15,12.15,1979300,1.14,1.1391,1.1418,1.1381,0,46.88,46.84,47.38,46.11,268900,1,44.55,44.37,44.86,43.66,1,36544,36226,36597,35460,31280,1,2.373,2.387,2.393,2.362,0,902.55,909.7,910.2,894.65,0,837.35,835.35,839.15,826.0,1,1040,95.777,95.795,95.945,95.69,20010,0,21.030001,21.65,20.99,21.51,21.225536,52988200,9.04,9.22,9.02,9.13,9.13,27664400 +2017-07-11,115.260002,115.769997,114.879997,115.620003,115.620003,6637900,242.369995,242.550003,240.850006,242.190002,235.298981,50354600,21410.16992,21441.61914,21279.30078,21409.07031,21409.07031,247570000,12.1,12.25,11.9,12.15,12.15,1276500,1.1467,1.14,1.1482,1.1383,1,47.52,46.99,48.21,46.29,283390,1,45.76,44.62,45.85,43.87,1,36771,36328,36824,36060,19920,1,2.361,2.38,2.395,2.355,0,904.6,902.6,904.6,891.85,1,846.85,839.0,851.45,832.25,1,1030,95.422,95.83,95.96,95.405,16460,0,21.52,21.74,21.26,21.639999,21.353817000000006,35247100,9.11,9.31,9.08,9.27,9.27,24638500 +2017-07-12,116.209999,116.330002,115.870003,116.029999,116.029999,4654400,243.300003,244.199997,243.300003,244.00999500000003,237.0672,59610400,21467.92969,21580.78906,21467.92969,21532.14063,21532.14063,267870000,12.2,12.4,12.1,12.15,12.15,968000,1.1412,1.1467,1.1491,1.1392,0,47.74,48.21,48.79,47.35,333700,1,45.42,45.8,46.54,45.17,0,36968,36933,37190,36668,19240,1,2.32,2.359,2.359,2.302,0,917.85,904.55,922.55,903.85,1,861.55,848.25,865.7,848.25,1,1030,95.512,95.42,95.745,95.275,20850,1,21.940001,22.059999,21.700001,21.74,21.452496,39815200,9.46,9.55,9.27,9.33,9.33,38201300 +2017-07-13,116.040001,116.040001,115.669998,115.82,115.82,4148900,244.020004,244.550003,243.75999500000003,244.419998,237.46553,39471600,21537.18945,21568.7207,21512.35938,21553.08984,21553.08984,232270000,12.2,12.35,11.9,12.05,12.05,806200,1.1399,1.1413,1.1459,1.1373,0,48.42,47.7,48.53,47.18,262630,1,46.08,45.47,46.31,45.02,1,36590,37055,37080,36530,16580,0,2.3480000000000003,2.321,2.366,2.305,1,906.95,917.8,922.8,905.65,0,854.75,861.7,870.75,851.1,0,1030,95.508,95.53,95.695,95.245,18650,0,21.77,21.879999,21.48,21.5,21.215670000000006,42072200,9.39,9.5,9.36,9.47,9.47,20580600 +2017-07-14,117.040001,117.25,116.639999,116.769997,116.769997,5788200,244.419998,245.970001,244.309998,245.559998,238.57309,60262700,21532.76953,21681.5293,21521.7207,21637.74023,21637.74023,235590000,12.35,12.4,12.0,12.05,12.05,965700,1.1469,1.14,1.1473,1.1392,1,48.91,48.37,49.11,48.15,295660,1,46.64,46.14,46.81,45.86,1,36970,36450,37244,36325,22560,1,2.332,2.352,2.357,2.279,0,923.45,906.95,924.5,905.55,1,856.75,854.55,867.15,854.2,1,1030,94.93,95.55,95.615,94.87,23340,0,21.959999,22.02,21.799999,21.799999,21.5117,47456100,9.53,9.61,9.48,9.59,9.59,24820300 +2017-07-17,117.419998,117.529999,117.230003,117.290001,117.290001,5170800,245.470001,245.910004,245.330002,245.52999900000003,238.543961,33531900,21633.9707,21661.81055,21617.66016,21629.7207,21629.7207,244780000,12.1,12.4,12.1,12.25,12.25,750800,1.1479,1.1462,1.1487,1.1434,1,48.42,49.14,49.26,48.31,227420,0,45.98,46.72,46.92,45.92,0,37410,37198,37500,37060,16950,1,2.314,2.3280000000000003,2.335,2.3,0,925.15,925.55,937.25,924.15,0,865.55,857.0,866.95,851.15,1,1030,94.904,94.885,95.12,94.8,12280,0,22.040001,22.17,21.98,21.98,21.689322,28408400,9.54,9.6,9.45,9.45,9.45,25032500 +2017-07-18,117.989998,118.330002,117.879997,118.110001,118.110001,7158600,245.059998,245.720001,244.669998,245.660004,238.670242,42742500,21589.93945,21589.93945,21471.14063,21574.73047,21574.73047,251110000,12.4,12.5,12.25,12.4,12.4,598700,1.1555,1.148,1.1585,1.1473,1,48.84,48.4,49.41,48.24,251500,1,46.25,46.07,47.0,45.89,1,37695,37492,37776,37317,18240,1,2.261,2.312,2.316,2.257,0,930.05,925.05,934.4,925.0,1,864.4,864.05,868.3,860.3,0,1030,94.402,94.95,94.97,94.275,33620,0,22.23,22.27,22.120001,22.139999,21.847206,30865800,9.6,9.61,9.47,9.54,9.54,26992800 +2017-07-19,118.18,118.269997,117.839996,118.080002,118.080002,3205100,246.020004,247.0,246.00999500000003,246.990005,239.962418,51034300,21569.25,21640.75,21565.83984,21640.75,21640.75,253040000,12.35,12.55,12.25,12.45,12.45,612200,1.1516,1.1554,1.1559,1.1509,0,49.7,48.7,49.81,48.58,300370,1,47.16,46.38,47.39,46.27,1,37757,37613,37824,37435,15940,1,2.271,2.268,2.282,2.255,1,923.65,930.0,930.5,922.4,0,859.15,864.5,871.5,858.1,0,1030,94.588,94.475,94.69,94.445,11880,1,22.15,22.280001,22.01,22.18,21.886677,27487200,9.57,9.72,9.57,9.69,9.69,25576700 +2017-07-20,117.919998,118.620003,117.660004,118.239998,118.239998,5571600,247.27999900000003,247.419998,246.470001,247.100006,240.069275,47135200,21641.53906,21661.91016,21576.96094,21611.7793,21611.7793,313950000,12.35,12.75,12.35,12.7,12.7,918800,1.1631,1.1513,1.1657,1.1479,1,49.3,49.65,50.19,49.19,315340,0,46.79,47.09,47.55,46.66,0,37881,37665,37966,37425,20210,1,2.257,2.268,2.275,2.238,0,928.85,923.6,934.3,916.05,1,847.6,857.5,857.9,833.55,0,1030,94.117,94.56,94.98,93.89,48230,0,22.15,22.42,22.110001,22.32,22.024824,25254900,9.77,9.78,9.58,9.61,9.61,20593500 +2017-07-21,119.0,119.389999,118.75,119.260002,119.260002,10135900,246.440002,246.910004,246.179993,246.880005,239.855545,82340800,21591.7207,21592.60938,21503.7793,21580.07031,21580.07031,362830000,12.85,13.0,12.4,12.5,12.5,893500,1.1663,1.1634,1.1684,1.162,1,48.06,49.33,49.65,47.81,338350,0,45.59,46.92,47.23,45.55,0,38150,37777,38170,37743,14930,1,2.237,2.266,2.27,2.225,0,937.8,928.8,942.2,928.05,1,844.35,845.65,855.0,840.25,0,1020,93.679,94.115,94.17,93.67,15570,0,22.5,22.530001,22.280001,22.41,22.113636,21535000,9.56,9.57,9.32,9.34,9.34,37452800 +2017-07-24,119.519997,119.580002,119.18,119.309998,119.309998,3654300,246.789993,246.979996,246.27999900000003,246.820007,239.797272,46622300,21577.7793,21577.7793,21496.13086,21513.16992,21513.16992,284080000,12.5,12.65,12.2,12.2,12.2,614500,1.1642,1.1662,1.1688,1.1628,0,48.6,47.96,48.77,47.68,287930,1,46.45,45.65,46.56,45.43,1,38086,38150,38370,38040,15190,0,2.257,2.23,2.261,2.229,1,931.8,938.3,943.6,930.4,0,849.05,843.95,851.4,837.85,1,1020,93.798,93.785,93.945,93.65,13390,1,22.469999,22.48,21.969999,22.049999,21.758394,45649400,9.47,9.52,9.44,9.5,9.5,19736600 +2017-07-25,118.989998,119.32,118.790001,118.919998,118.919998,6203000,247.679993,247.800003,247.160004,247.419998,240.380173,54915600,21638.56055,21670.61914,21577.36914,21613.42969,21613.42969,304300000,12.2,12.45,12.1,12.1,12.1,697200,1.1652,1.164,1.1712,1.163,1,50.2,48.64,50.91,48.63,284290,1,48.58,46.52,48.71,46.44,1,38289,38085,38450,37652,26550,1,2.332,2.259,2.337,2.248,1,926.4,931.7,938.85,925.85,0,856.95,850.35,864.35,849.05,1,1010,93.888,93.85,93.96,93.46,23120,1,22.1,22.389999,22.1,22.27,21.975487,34211800,9.69,9.82,9.65,9.81,9.81,27615000 +2017-07-26,118.57,120.150002,118.550003,119.879997,119.879997,8527900,247.75,247.789993,247.130005,247.429993,240.38989300000003,47575400,21690.38086,21742.69922,21683.28906,21711.00977,21711.00977,278240000,12.1,12.45,11.95,12.35,12.35,1525400,1.1734,1.1648,1.1741,1.1613,1,50.97,50.63,51.06,50.07,258950,1,48.72,48.55,48.91,47.9,1,38091,38017,38146,37778,15150,0,2.292,2.335,2.337,2.278,0,931.45,926.45,934.65,919.4,1,862.9,857.2,868.2,850.65,1,1000,93.505,93.955,94.115,93.22,30050,0,22.15,23.059999,22.129999,22.84,22.537949,63816900,9.9,10.01,9.8,9.96,9.96,38918300 +2017-07-27,120.099998,120.139999,119.279999,119.790001,119.790001,6385200,247.960007,248.0,245.679993,247.199997,240.166443,70766600,21717.41992,21798.4707,21687.84961,21796.55078,21796.55078,407320000,12.4,12.4,11.95,12.0,12.0,1056500,1.1677,1.1734,1.1777,1.1649,0,51.49,50.86,51.64,50.5,184430,1,49.14,48.73,49.28,48.28,1,38263,38398,38699,38179,19980,1,2.319,2.2840000000000003,2.3280000000000003,2.275,1,928.8,931.3,939.45,924.6,0,876.9,867.25,885.0,865.75,1,990,93.715,93.325,93.95,93.0,33810,1,22.98,22.99,22.459999,22.57,22.271519,50762200,10.03,10.08,9.93,10.06,10.06,26971000 +2017-07-28,120.150002,120.860001,120.139999,120.690002,120.690002,7393600,246.649994,247.059998,246.130005,246.910004,239.884689,50088400,21787.50977,21841.17969,21756.11914,21830.31055,21830.31055,285630000,11.75,12.05,11.15,11.3,11.3,1853200,1.1752,1.1677,1.1765,1.1671,1,52.52,51.6,52.7,51.31,159150,1,49.77,49.22,49.86,48.91,1,38460,38500,38575,38110,14900,1,2.291,2.303,2.337,2.287,0,937.85,928.85,938.1,926.25,1,880.15,875.7,882.25,868.25,1,990,93.114,93.675,93.795,93.1,24440,0,22.68,22.940001,22.610001,22.91,22.607023,40162900,10.09,10.2,10.08,10.17,10.17,33308000 +2017-07-31,120.5,120.809998,120.449997,120.75,120.75,3944600,247.369995,247.479996,246.52999900000003,246.770004,239.748688,65838700,21863.39063,21929.80078,21861.71094,21891.11914,21891.11914,307610000,10.35,10.65,10.25,10.6,10.6,1982800,1.1842,1.1737,1.1847,1.1723,1,52.65,52.6,52.92,52.2,25540,1,50.19,49.88,50.44,49.21,1,38645,38442,38820,38392,14210,1,2.296,2.282,2.305,2.273,1,941.65,938.7,946.5,937.25,1,885.4,881.6,897.35,877.1,1,0,92.718,93.17,93.385,92.635,29880,0,22.879999,23.030001,22.74,22.860001,22.557684,30392300,10.15,10.32,10.07,10.28,10.28,32549200 +2017-08-01,120.440002,121.139999,120.440002,120.650002,120.650002,7365100,247.460007,247.5,246.720001,247.320007,240.283051,55050400,21961.41992,21990.96094,21940.81055,21963.91992,21963.91992,328410000,10.5,10.55,10.15,10.4,10.4,1445100,1.1802,1.1841,1.1845,1.1784,0,51.78,52.7,52.93,50.88,392640,0,48.78,50.22,50.44,48.38,0,38512,38672,38748,38230,17940,0,2.253,2.303,2.321,2.251,0,946.95,941.5,951.85,940.95,1,893.4,884.55,899.35,881.55,1,990,92.901,92.805,92.97,92.64,18710,1,22.77,23.09,22.65,22.83,22.52808,32116800,10.17,10.18,9.9,10.09,10.09,41539700 +2017-08-02,120.510002,121.019997,120.339996,120.400002,120.400002,5945300,247.470001,247.600006,246.369995,247.440002,240.399612,47211200,22004.35938,22036.09961,21967.46094,22016.24023,22016.24023,336820000,10.5,10.5,9.9,9.95,9.95,1624600,1.1856,1.1802,1.1911,1.1794,1,52.36,51.38,52.43,51.18,406420,1,49.58,48.85,49.7,48.6,1,38116,38290,38342,37687,22210,0,2.271,2.259,2.283,2.2430000000000003,1,949.4,946.9,954.8,943.05,1,892.2,888.65,903.5,888.45,0,990,92.699,92.905,93.03,92.39,20520,0,22.799999,22.98,22.73,22.77,22.468874,27185500,10.07,10.17,9.95,10.14,10.14,27049600 +2017-08-03,120.309998,120.830002,120.309998,120.589996,120.589996,4275600,247.309998,247.339996,246.639999,246.960007,239.933273,40856000,22007.58008,22044.84961,21991.32031,22026.09961,22026.09961,278730000,9.9,10.0,9.2,9.25,9.25,2160900,1.187,1.1856,1.1894,1.1831,1,52.01,52.24,52.89,51.77,402660,0,48.93,49.62,49.99,48.81,0,38027,37900,38099,37561,19680,0,2.219,2.267,2.269,2.218,0,965.95,949.45,967.5,948.15,1,881.0,893.35,894.95,879.2,0,990,92.707,92.775,92.905,92.555,21580,1,22.74,22.950001,22.68,22.700001,22.399801,24214900,10.21,10.23,9.99,10.02,10.02,23288000 +2017-08-04,119.970001,120.040001,119.220001,119.650002,119.650002,8644800,247.520004,247.789993,246.970001,247.410004,240.370468,60191800,22058.39063,22092.81055,22024.64063,22092.81055,22092.81055,253640000,9.35,9.5,8.85,9.15,9.15,1870800,1.1772,1.1871,1.1893,1.1731,0,52.42,51.97,52.52,51.43,278780,1,49.52,48.98,49.66,48.52,1,37262,38076,38238,37052,27030,0,2.264,2.225,2.29,2.219,1,967.85,966.0,973.85,962.6,1,874.8,883.35,886.5,873.65,0,1000,93.416,92.61,93.64,92.58,31040,1,22.5,22.58,22.190001,22.32,22.024824,50891100,10.05,10.16,9.97,10.13,10.13,17626300 +2017-08-07,119.43,119.790001,119.43,119.510002,119.510002,3010100,247.490005,247.869995,247.369995,247.869995,240.817352,31995000,22100.19922,22121.15039,22081.9707,22118.41992,22118.41992,213010000,9.4,10.1,9.25,9.65,9.65,1295000,1.1796,1.1768,1.1816,1.1767,1,52.37,52.39,52.53,51.37,260940,0,49.33,49.62,49.77,48.58,0,37271,37117,37383,36935,13970,1,2.257,2.271,2.283,2.253,0,970.15,966.15,973.95,961.05,1,885.2,875.15,886.45,865.45,1,1010,93.309,93.38,93.415,93.175,13480,0,22.23,22.42,22.18,22.200001,21.906412,32328000,10.02,10.12,9.94,10.1,10.1,19825500 +2017-08-08,120.019997,120.120003,118.970001,119.860001,119.860001,7227200,247.50999500000003,248.910004,246.830002,247.25999500000003,240.224716,61719400,22095.14063,22179.10938,22057.28906,22085.33984,22085.33984,262000000,9.8,9.85,9.25,9.5,9.5,1036500,1.175,1.1794,1.1825,1.1714,0,52.14,52.24,52.73,51.82,235160,0,48.97,49.33,49.81,48.88,0,37499,37314,37625,37176,19120,1,2.262,2.257,2.29,2.253,1,975.9,970.2,982.75,969.55,1,898.4,885.6,899.25,883.0,1,1020,93.515,93.285,93.77,93.12,20300,1,22.41,22.43,22.030001,22.25,21.955751,34662200,10.03,10.15,10.01,10.06,10.06,23435400 +2017-08-09,121.019997,121.550003,120.760002,121.309998,121.309998,9186200,246.470001,247.309998,246.059998,247.25,240.215027,62632600,22022.33984,22057.18945,21996.68945,22048.69922,22048.69922,277800000,9.75,10.0,9.6,9.6,9.6,1346000,1.1759,1.1752,1.1765,1.1689,1,52.7,51.99,52.85,51.81,265610,1,49.69,49.03,49.75,48.93,1,38590,37680,38690,37680,25210,1,2.249,2.253,2.258,2.212,0,978.25,976.0,984.9,974.25,1,891.85,898.35,898.75,888.6,0,1020,93.43,93.47,93.785,93.365,20180,0,22.59,22.709999,22.450001,22.6,22.301123,46821200,10.12,10.15,10.04,10.15,10.15,17346600 +2017-08-10,122.080002,122.440002,122.029999,122.209999,122.209999,9817900,246.289993,246.440002,243.699997,243.75999500000003,236.824295,120479500,21988.19922,21988.19922,21843.93945,21844.00977,21844.00977,303310000,9.75,9.8,9.55,9.65,9.65,1030000,1.1772,1.1759,1.1786,1.1704,1,51.9,52.72,53.64,51.67,450280,0,48.52,49.7,50.24,48.38,0,39213,38682,39520,38660,25680,1,2.201,2.25,2.255,2.197,0,986.3,978.05,988.55,976.0,1,897.05,891.3,905.0,890.4,1,1030,93.304,93.385,93.7,93.21,17310,0,22.99,23.08,22.879999,23.08,22.774775,65055700,10.24,10.25,9.9,9.91,9.91,24936600 +2017-08-11,122.239998,122.830002,122.029999,122.790001,122.790001,8019500,244.020004,244.800003,243.75,244.119995,237.174072,74869900,21883.32031,21911.08984,21842.74023,21858.32031,21858.32031,237790000,9.7,10.1,9.6,10.0,10.0,1051300,1.1821,1.1771,1.1846,1.1747,1,52.1,51.94,52.28,51.3,245310,1,48.8,48.57,49.02,48.02,1,39194,39211,39396,38801,24380,0,2.191,2.201,2.222,2.182,0,987.8,986.25,995.55,982.5,1,894.7,898.4,901.4,892.1,0,1030,92.956,93.295,93.415,92.83,28530,0,23.1,23.200001,22.950001,23.15,22.843849,34549400,9.88,10.03,9.83,9.99,9.99,14900200 +2017-08-14,121.980003,122.239998,121.68,121.919998,121.919998,5910200,245.589996,246.789993,245.550003,246.539993,239.525208,72139000,21945.64063,22019.23047,21945.64063,21993.71094,21993.71094,235030000,10.1,10.1,9.5,9.55,9.55,830400,1.178,1.1806,1.1840000000000002,1.177,0,50.73,52.02,52.38,50.55,281570,0,47.52,48.8,49.17,47.45,0,39178,39186,39328,38875,17280,0,2.224,2.197,2.229,2.197,1,969.05,987.05,987.25,968.7,0,898.15,894.6,900.95,892.75,1,1040,93.305,92.98,93.39,92.945,13440,1,22.9,22.959999,22.719999,22.83,22.52808,34040400,9.98,10.06,9.71,9.72,9.72,25130200 +2017-08-16,120.660004,122.059998,120.660004,121.870003,121.870003,8267300,247.110001,247.570007,246.449997,246.940002,239.913834,56715500,22031.92969,22085.71094,22002.4707,22024.86914,22024.86914,264920000,9.35,9.6,9.15,9.45,9.45,967100,1.177,1.1734,1.178,1.1682,1,50.27,50.98,51.4,50.15,305550,0,46.78,47.74,48.01,46.69,0,38863,38500,38988,38305,22790,0,2.225,2.269,2.285,2.22,0,982.55,966.25,984.35,964.25,1,910.2,888.05,917.2,885.9,1,1040,93.438,93.735,94.055,93.375,35150,0,22.51,23.16,22.5,23.08,22.774775,50670000,9.77,9.85,9.56,9.57,9.57,37689700 +2017-08-17,122.290001,122.610001,121.760002,122.489998,122.489998,8183800,246.240005,246.600006,243.089996,243.089996,236.173386,128490400,21984.74023,21984.74023,21750.32031,21750.73047,21750.73047,311030000,9.65,9.7,9.25,9.35,9.35,709300,1.1724,1.1767,1.179,1.1662,0,51.03,50.4,51.12,50.0,334300,1,46.95,46.84,47.23,46.5,1,39098,39000,39350,38957,18400,1,2.185,2.229,2.247,2.182,0,980.0,982.45,985.2,974.55,0,926.15,917.55,932.0,917.2,1,1050,93.534,93.38,93.995,93.21,40450,1,23.16,23.26,22.950001,23.030001,22.725435,38285900,9.54,9.66,9.52,9.62,9.62,15970800 +2017-08-18,123.370003,123.540001,122.0,122.300003,122.300003,13654200,242.899994,244.190002,242.199997,242.710007,235.804199,136748000,21724.88086,21793.34961,21641.63086,21674.50977,21674.50977,309070000,9.55,9.6,9.3,9.5,9.5,950200,1.1762,1.1723,1.1775,1.1707,1,52.72,50.89,52.96,50.78,317440,1,48.63,47.05,48.86,46.9,1,39063,39002,39677,38920,24370,0,2.197,2.194,2.211,2.162,1,981.75,980.05,992.35,978.25,1,927.1,921.3,935.4,921.3,1,1060,93.359,93.65,93.685,93.245,23750,0,23.34,23.48,22.870001,22.93,22.626759,55747000,9.66,9.98,9.59,9.97,9.97,30468000 +2017-08-21,122.540001,122.980003,122.5,122.760002,122.760002,5549700,242.639999,243.199997,241.830002,242.899994,235.98877,65469700,21671.35938,21718.74023,21600.33984,21703.75,21703.75,277880000,9.55,9.65,9.4,9.55,9.55,755900,1.1816,1.175,1.183,1.1731,1,51.66,53.0,53.0,51.3,271570,0,47.63,48.98,49.02,47.3,0,39088,38887,39270,38785,15150,1,2.1830000000000003,2.208,2.208,2.177,0,985.7,980.4,989.85,979.15,1,939.0,925.9,942.55,922.8,1,1070,93.012,93.365,93.495,92.92,18580,0,23.02,23.309999,23.02,23.309999,23.001732,45542000,9.87,9.91,9.64,9.71,9.71,30279000 +2017-08-22,122.559998,122.559998,121.849998,122.209999,122.209999,6493900,243.570007,245.619995,243.550003,245.440002,238.456528,63140100,21739.7793,21912.83008,21738.13086,21899.89063,21899.89063,244980000,9.55,9.6,9.45,9.45,9.45,567400,1.1762,1.1815,1.1826,1.1745,0,51.87,51.78,52.28,51.39,313920,1,47.64,47.45,48.03,47.2,1,38939,38978,39225,38722,18820,0,2.217,2.189,2.22,2.187,1,978.15,985.5,985.5,974.05,0,932.35,939.7,941.2,930.6,0,1070,93.461,93.025,93.49,92.98,19610,1,23.200001,23.309999,23.08,23.09,22.784641,38877800,9.76,9.84,9.72,9.77,9.77,14248600 +2017-08-23,122.580002,122.690002,122.309998,122.669998,122.669998,5038400,244.330002,245.050003,244.160004,244.559998,237.601547,50203800,21850.26953,21866.66016,21808.39063,21812.08984,21812.08984,234810000,9.55,9.6,9.4,9.55,9.55,421600,1.1807,1.1763,1.1825,1.1741,1,52.57,51.68,52.63,51.45,287200,1,48.39,47.67,48.53,47.56,1,39074,38939,39145,38860,12800,1,2.169,2.218,2.224,2.166,0,982.55,978.2,986.45,976.8,1,933.0,931.45,939.5,928.35,1,1080,93.07,93.44,93.555,93.04,18700,0,23.209999,23.309999,23.08,23.26,22.952394,28781900,9.76,9.9,9.73,9.88,9.88,16572400 +2017-08-24,122.389999,122.639999,122.129997,122.290001,122.290001,4193400,245.0,245.179993,243.75,243.990005,237.047791,49730500,21839.90039,21870.10938,21765.82031,21783.40039,21783.40039,228480000,9.55,9.7,9.45,9.65,9.65,572400,1.1799,1.1807,1.1821,1.1784,0,52.04,52.55,52.71,51.61,255760,0,47.59,48.39,48.47,47.09,0,38860,39056,39176,38580,17570,0,2.196,2.175,2.197,2.173,1,982.5,982.6,985.95,975.45,0,936.15,936.3,939.5,932.2,1,1090,93.202,93.09,93.305,93.075,10740,1,23.23,23.450001,23.18,23.35,23.041204,37205600,9.79,9.8,9.61,9.71,9.71,18166700 +2017-08-25,122.769997,123.019997,121.290001,122.739998,122.739998,12398200,244.899994,245.610001,244.389999,244.559998,237.601547,64445900,21819.08008,21906.85938,21812.81055,21813.66992,21813.66992,217570000,9.75,9.8,9.45,9.8,9.8,834800,1.1926,1.1799,1.1942,1.1773,1,52.41,52.3,52.68,51.93,218090,1,47.83,47.65,47.94,47.42,1,39012,38980,39288,38313,18740,1,2.169,2.194,2.2030000000000003,2.162,0,977.3,982.45,987.2,972.4,0,931.05,936.6,943.75,929.0,0,1100,92.677,93.225,93.37,92.345,44540,0,23.440001,23.59,23.209999,23.41,23.10041,27137600,9.71,9.78,9.69,9.75,9.75,15187500 +2017-08-28,123.330002,124.730003,123.330002,124.690002,124.690002,11578300,245.169998,245.199997,244.089996,244.570007,237.611282,40565600,21832.5,21861.49023,21767.93945,21808.40039,21808.40039,218740000,9.95,10.35,9.9,10.35,10.35,1089100,1.1979,1.1926,1.1985,1.1917,1,51.89,52.38,52.84,51.52,141580,0,46.78,47.94,48.25,46.19,0,39727,39090,39760,39060,19740,1,2.1590000000000003,2.176,2.18,2.155,0,993.2,977.95,998.85,976.9,1,934.2,929.75,939.1,928.0,1,1100,92.14,92.35,92.48,92.115,19550,0,23.59,24.27,23.559999,24.26,23.939171,83129500,9.69,9.7,9.42,9.53,9.53,32482400 +2017-08-29,125.809998,125.870003,124.050003,124.419998,124.419998,9861500,243.059998,245.149994,242.929993,244.850006,237.883316,51135700,21718.0,21879.2207,21673.58008,21865.36914,21865.36914,227340000,10.7,10.7,10.05,10.15,10.15,1483500,1.1972,1.1978,1.2069,1.1945,0,52.0,52.04,52.19,51.36,139970,1,46.31,46.87,46.97,45.77,0,39818,39821,40275,39755,25120,1,2.129,2.128,2.143,2.086,0,997.2,993.25,1010.4,991.05,1,945.05,937.8,948.85,935.5,1,1115,92.184,92.185,92.41,91.55,51870,1,24.6,24.74,24.129999,24.42,24.097054,53706100,9.48,9.5,9.34,9.46,9.46,19661000 +2017-08-30,124.330002,124.620003,124.160004,124.360001,124.360001,6328400,244.830002,246.320007,244.619995,246.00999500000003,239.010284,62030800,21859.75977,21914.25977,21839.4707,21892.42969,21892.42969,242840000,10.1,10.25,9.85,9.95,9.95,778900,1.1883,1.1974,1.1986,1.1881,0,50.86,51.97,52.01,50.58,152590,0,45.94,46.34,46.75,45.88,0,39721,39800,39830,39455,16460,0,2.136,2.135,2.155,2.131,1,993.75,997.15,1003.45,986.75,0,931.35,944.2,945.5,926.65,0,1125,92.823,92.295,92.885,92.19,29840,1,24.309999,24.4,24.129999,24.16,23.84049,41441400,9.4,9.54,9.36,9.38,9.38,18890600 +2017-08-31,124.580002,125.839996,124.550003,125.82,125.82,11775500,246.720001,247.770004,246.050003,247.490005,240.448196,103803900,21936.00977,21985.75977,21910.5,21948.09961,21948.09961,376790000,10.0,10.3,9.85,10.3,10.3,691400,1.1909999999999998,1.1884,1.1914,1.1823,1,52.38,50.58,52.43,50.56,33500,1,47.08,45.97,47.49,45.6,1,39798,39620,39865,39435,17950,1,2.12,2.143,2.154,2.119,0,1001.25,993.65,1003.5,984.35,1,931.95,927.65,936.2,927.5,1,0,92.628,92.86,93.305,92.565,38280,0,24.23,24.76,24.209999,24.719999,24.393084,51429800,9.49,9.69,9.49,9.63,9.63,25509700 +2017-09-01,126.010002,126.169998,125.120003,126.059998,126.059998,11567400,247.919998,248.330002,247.669998,247.839996,240.788239,62007000,21981.76953,22038.9707,21974.91016,21987.56055,21987.56055,256240000,10.4,10.45,10.15,10.4,10.4,575300,1.1859,1.1911,1.1981,1.185,0,52.75,52.84,52.95,52.24,262200,1,47.33,47.12,47.39,46.6,1,40021,39780,40104,39590,2500,1,2.166,2.127,2.169,2.099,1,1011.25,1001.55,1012.4,998.25,1,981.15,939.9,983.2,939.9,1,1155,92.769,92.6,92.905,92.05,44560,1,24.84,24.870001,24.49,24.780001,24.452293,31745200,9.6,9.67,9.51,9.67,9.67,16012300 +2017-09-05,126.650002,127.779999,126.57,127.459999,127.459999,11813100,247.25999500000003,247.520004,244.949997,246.059998,239.058884,91398800,21912.36914,21921.08984,21709.63086,21753.31055,21753.31055,332840000,10.5,10.6,10.35,10.5,10.5,1325400,1.1914,1.1896,1.1941,1.1868,1,53.38,52.3,53.66,52.09,300780,1,48.5,47.33,48.89,47.27,1,40609,40680,40877,40505,170,0,2.063,2.134,2.148,2.061,0,1012.9,1009.9,1015.7,1002.8,1,963.05,978.3,992.2,958.0,0,1155,92.226,92.61,92.695,92.145,27650,0,25.0,25.33,24.99,25.309999,24.975283,67572000,9.91,10.0,9.89,9.92,9.92,24644300 +2017-09-06,127.339996,127.440002,126.550003,126.809998,126.809998,10059300,246.839996,247.27999900000003,246.229996,246.899994,239.874969,57916900,21815.75977,21849.24023,21794.07031,21807.64063,21807.64063,318760000,10.5,10.65,10.25,10.3,10.3,1008600,1.1917,1.1914,1.1951,1.1903,1,54.2,53.16,54.31,53.09,322600,1,49.09,48.49,49.34,48.44,1,41323,41499,41620,41204,15240,1,2.106,2.06,2.11,2.0540000000000003,1,1005.6,1012.85,1017.45,1003.7,0,938.15,963.5,963.5,941.5,0,1155,92.252,92.2,92.335,91.945,28040,1,25.190001,25.290001,24.780001,24.92,24.590441,58803600,10.02,10.09,9.96,10.04,10.04,20626800 +2017-09-07,127.559998,128.320007,127.389999,128.130005,128.130005,10219700,247.25,247.270004,246.399994,246.869995,239.845825,58034700,21820.38086,21850.00977,21745.71094,21784.7793,21784.7793,333810000,10.45,10.6,10.3,10.55,10.55,626500,1.2023,1.1917,1.2061,1.1914,1,54.49,54.13,54.67,53.89,306720,1,49.04,49.09,49.25,48.56,0,41617,41225,41775,41160,20030,1,2.042,2.101,2.101,2.0340000000000003,0,1021.75,1005.7,1022.05,1003.8,1,955.1,943.15,943.15,941.5,1,1155,91.642,92.18,92.23,91.375,58700,0,25.200001,25.58,25.15,25.49,25.152903,64252100,9.98,10.06,9.96,10.03,10.03,20804800 +2017-09-08,128.21000700000002,128.300003,127.589996,127.970001,127.970001,9020000,246.539993,247.110001,246.300003,246.580002,239.564087,63832800,21764.42969,21846.63086,21731.11914,21797.78906,21797.78906,289400000,10.55,10.6,10.25,10.3,10.3,671000,1.2035,1.2024,1.2094,1.2016,1,53.78,54.54,54.87,53.57,307450,0,47.49,49.05,49.18,47.22,0,41570,41750,41927,41328,17020,0,2.0540000000000003,2.044,2.075,2.016,1,1010.85,1021.85,1026.3,1010.4,0,936.95,961.0,961.0,934.3,0,1155,91.326,91.44,91.49,90.99,36100,0,25.42,25.48,25.08,25.24,24.906208,49542200,9.99,10.02,9.66,9.73,9.73,24078300 +2017-09-11,126.739998,126.940002,126.050003,126.190002,126.190002,9126600,248.039993,249.300003,248.020004,249.210007,242.119232,71364800,21927.78906,22067.09961,21927.78906,22057.36914,22057.36914,312770000,9.7,9.95,9.5,9.65,9.65,1200700,1.1953,1.2041,1.2041,1.1948,0,53.84,53.82,54.14,53.04,276430,1,48.02,47.63,48.2,46.95,1,41164,41250,41335,40893,17830,0,2.134,2.089,2.138,2.084,1,992.6,1005.35,1008.45,991.8,0,937.3,935.5,939.15,935.5,1,1160,91.853,91.39,91.965,91.39,36430,1,24.77,25.049999,24.48,24.559999,24.235201,67349800,9.66,9.86,9.61,9.82,9.82,16411100 +2017-09-12,126.029999,126.589996,125.940002,126.559998,126.559998,8349000,249.630005,250.089996,249.419998,250.050003,242.935333,56896000,22090.56055,22134.57031,22087.08984,22118.85938,22118.85938,364580000,9.55,9.95,9.35,9.85,9.85,1110900,1.1967,1.1953,1.198,1.1926,1,54.27,53.77,54.44,53.42,279340,1,48.25,48.02,48.39,47.7,1,41216,41269,41590,40964,13120,1,2.167,2.127,2.18,2.125,1,990.05,992.65,993.95,984.0,0,949.05,936.0,955.85,936.0,1,1160,91.856,91.885,92.06,91.755,31520,0,24.440001,24.75,24.360001,24.67,24.343746,33658000,9.83,9.89,9.8,9.87,9.87,14170300 +2017-09-13,126.400002,126.449997,125.5,125.610001,125.610001,8491000,249.720001,250.210007,249.589996,250.169998,243.05191,59228000,22103.4707,22158.17969,22095.78906,22158.17969,22158.17969,291890000,10.5,12.2,10.4,11.45,11.45,4782800,1.1886,1.1967,1.1995,1.1872,0,55.16,54.18,55.21,54.03,291470,1,49.19,48.26,49.36,48.09,1,41110,41242,41434,40900,16860,0,2.193,2.165,2.201,2.153,1,982.55,990.15,992.1,979.65,0,939.35,948.35,948.35,948.35,0,1160,92.508,91.875,92.515,91.69,50270,1,24.65,24.65,24.139999,24.219999,23.899698,45006600,9.92,10.07,9.89,10.07,10.07,22545000 +2017-09-14,125.660004,126.440002,125.620003,126.160004,126.160004,5330700,249.800003,250.320007,249.600006,250.089996,242.97419700000003,95446300,22144.96094,22216.43945,22135.25977,22203.48047,22203.48047,297780000,11.6,11.95,11.4,11.9,11.9,1803800,1.1919,1.1884,1.1922,1.1837,1,55.47,55.02,55.99,54.93,327350,1,49.72,49.17,50.46,49.12,1,41140,41010,41187,40800,17630,1,2.187,2.187,2.225,2.1830000000000003,0,989.85,982.6,990.3,978.25,1,919.95,937.2,937.2,935.25,0,1160,92.112,92.385,92.66,92.025,26590,0,24.15,24.440001,24.049999,24.370001,24.047714000000006,43024000,10.17,10.28,10.11,10.13,10.13,25561000 +2017-09-15,125.989998,125.989998,125.410004,125.529999,125.529999,8375100,248.690002,249.289993,248.570007,249.190002,243.301315,95432400,22252.43945,22275.01953,22214.51953,22268.33984,22268.33984,527540000,12.1,12.2,11.45,11.6,11.6,3885800,1.1943,1.1919,1.1988,1.1901,1,55.62,55.29,55.85,54.86,271070,1,49.8,49.73,50.09,49.38,1,40814,41157,41189,40731,17670,0,2.202,2.178,2.213,2.176,1,970.75,989.9,990.0,966.9,0,919.33,924.45,925.77,912.2,0,1160,91.863,92.0,92.155,91.585,10880,0,24.299999,24.360001,24.049999,24.129999,23.810886,30564700,10.19,10.22,10.14,10.2,10.2,16084400 +2017-09-18,124.709999,124.760002,123.970001,124.360001,124.360001,8859800,249.610001,250.119995,249.27999900000003,249.720001,243.818771,46235200,22297.91992,22355.61914,22283.34961,22331.34961,22331.34961,302740000,11.5,11.7,11.45,11.6,11.6,2837800,1.1954,1.1949,1.1971,1.1915,1,55.48,55.59,55.95,54.82,278120,0,49.95,49.78,50.31,49.19,1,39764,40667,40684,39601,20990,0,2.234,2.207,2.237,2.207,1,964.4,967.35,972.1,959.7,0,932.6,918.2,934.48,918.17,1,1160,91.853,91.865,92.02,91.8,1390,0,23.860001,23.93,23.59,23.73,23.416178,48361300,10.14,10.2,10.04,10.17,10.17,18930500 +2017-09-19,124.489998,124.650002,124.029999,124.620003,124.620003,5826500,250.0,250.070007,249.600006,249.970001,244.062881,47108100,22349.69922,22386.00977,22340.71094,22370.80078,22370.80078,295570000,11.6,11.75,10.85,11.25,11.25,2125400,1.1994,1.1955,1.2008,1.195,1,55.14,55.48,55.89,54.89,221760,0,49.79,49.94,50.42,49.32,0,40062,39843,40148,39736,14340,1,2.246,2.227,2.246,2.213,1,953.75,964.45,964.95,947.45,0,905.7,909.9,913.0,902.5,0,1160,91.561,91.765,91.845,91.515,24290,0,23.76,23.91,23.690001,23.85,23.534592,22338100,10.22,10.24,10.05,10.11,10.11,15231800 +2017-09-20,124.68,125.059998,123.150002,123.620003,123.620003,11415400,250.070007,250.190002,248.919998,250.059998,244.150742,59574100,22351.38086,22413.25977,22314.67969,22412.58984,22412.58984,334560000,11.25,11.6,11.0,11.05,11.05,2284700,1.1893,1.1994,1.2033,1.1862,0,56.29,55.35,56.48,55.26,295650,1,50.3,49.8,50.7,49.74,1,40247,40150,40340,40073,11600,1,2.273,2.241,2.289,2.222,1,941.75,953.95,959.35,935.85,0,911.55,909.05,909.05,909.05,1,1160,92.296,91.62,92.495,91.215,37390,1,23.93,24.200001,23.18,23.5,23.18922,67407500,10.19,10.33,10.13,10.24,10.24,23015500 +2017-09-21,122.559998,123.07,122.489998,122.68,122.68,7757900,249.880005,249.979996,249.190002,249.389999,243.496567,48211400,22414.01953,22419.50977,22356.55078,22359.23047,22359.23047,287390000,11.4,11.55,11.1,11.2,11.2,1494400,1.1941,1.1894,1.1955,1.1866,1,56.43,56.17,56.53,55.76,251620,1,50.31,50.3,50.4,49.68,1,39833,40080,40080,39515,17710,0,2.278,2.278,2.282,2.245,1,940.25,941.8,944.6,931.1,0,912.95,912.0,912.0,912.0,1,1160,92.049,92.4,92.46,91.89,22400,0,23.1,23.530001,23.040001,23.209999,22.903055,39370200,10.18,10.26,10.13,10.25,10.25,11603300 +2017-09-22,123.029999,123.389999,122.93,123.239998,123.239998,6011900,249.050003,249.630005,249.020004,249.440002,243.54538,51214000,22334.07031,22364.31055,22299.58008,22349.58984,22349.58984,297140000,11.35,11.45,11.2,11.3,11.3,669500,1.1954,1.1942,1.2006,1.1937,1,56.86,56.5,56.91,56.22,208360,1,50.27,50.3,50.39,49.91,0,39727,40012,40060,39630,12790,0,2.253,2.275,2.276,2.239,0,933.45,940.3,946.45,931.7,0,920.5,918.0,918.0,918.0,1,1160,91.967,91.945,92.005,91.575,24070,0,23.43,23.52,23.299999,23.469999,23.159616,34951800,10.2,10.26,10.18,10.24,10.24,13084800 +2017-09-25,122.779999,124.660004,122.709999,124.529999,124.529999,10257200,249.149994,249.550003,248.080002,248.929993,243.047455,57064400,22320.4707,22359.88086,22219.10938,22296.08984,22296.08984,332430000,11.35,11.8,11.3,11.75,11.75,996800,1.1848,1.1953,1.1962,1.1833,0,59.02,56.87,59.25,56.7,224940,1,51.73,50.28,51.92,50.05,1,40276,39601,40433,39538,17790,1,2.222,2.26,2.262,2.214,0,944.45,935.25,945.7,930.4,1,910.35,914.95,914.95,910.05,0,1160,92.441,92.12,92.525,92.0,26580,1,23.33,23.870001,23.280001,23.83,23.514856,55652300,10.34,10.56,10.34,10.55,10.55,29848200 +2017-09-26,123.57,123.809998,122.900002,123.139999,123.139999,8673600,249.419998,249.699997,248.809998,249.080002,243.193909,54082000,22322.0293,22369.34961,22279.51953,22284.32031,22284.32031,285990000,11.65,11.7,11.25,11.3,11.3,709400,1.1793,1.1848,1.1863,1.1758,0,58.44,59.05,59.49,57.77,214730,0,51.74,51.72,52.07,51.1,1,39857,40385,40595,39672,17390,0,2.236,2.222,2.248,2.214,1,928.45,944.5,950.0,927.25,0,914.7,910.75,912.85,910.75,1,1160,92.781,92.42,93.11,92.345,32790,1,23.48,23.65,23.26,23.35,23.041204,53216500,10.46,10.51,10.39,10.49,10.49,14392000 +2017-09-27,122.040001,122.510002,121.879997,121.980003,121.980003,6903900,249.880005,250.490005,248.869995,250.050003,244.140961,81001400,22330.92969,22371.09961,22254.92969,22340.71094,22340.71094,342900000,11.15,11.25,10.9,11.1,11.1,1445900,1.1744,1.1792,1.1797,1.1717,0,57.9,58.57,58.89,57.57,142870,0,51.75,51.76,52.01,51.33,1,39732,39843,40025,39650,13950,0,2.31,2.239,2.316,2.237,1,924.55,928.35,933.7,921.1,0,925.2,908.2,915.4,908.2,1,1160,93.171,92.89,93.415,92.81,32500,1,23.09,23.190001,22.98,22.99,22.685965,49006900,10.52,10.56,10.44,10.52,10.52,16026500 +2017-09-28,122.040001,122.480003,121.830002,122.209999,122.209999,5968200,249.729996,250.440002,249.630005,250.350006,244.433884,44778800,22306.83008,22394.74023,22288.9707,22381.19922,22381.19922,263010000,11.15,11.5,11.1,11.5,11.5,2145400,1.1786,1.1746,1.1805,1.1721,1,57.41,57.7,58.65,56.85,117890,0,51.28,51.76,52.54,50.92,0,39750,39734,39826,39551,13100,1,2.3080000000000003,2.307,2.359,2.301,0,926.55,924.65,929.25,918.15,1,929.4,928.83,937.08,923.92,1,1170,92.932,93.26,93.495,92.92,24780,0,23.08,23.26,22.99,23.16,22.853718,33380000,10.63,10.65,10.35,10.43,10.43,18687200 +2017-09-29,122.290001,122.300003,121.550003,121.580002,121.580002,10208000,250.339996,251.320007,250.130005,251.229996,245.293091,85578000,22358.4707,22405.63086,22332.96094,22405.08984,22405.08984,274790000,11.35,11.4,10.95,11.0,11.0,1577300,1.1814,1.1787,1.1834,1.1773,1,57.54,57.6,57.8,57.14,24020,1,51.34,51.3,51.47,50.98,1,39457,39736,39864,39309,13770,0,2.339,2.314,2.341,2.296,1,915.3,926.5,930.2,914.55,0,935.5,929.65,938.78,929.08,1,0,92.883,93.0,93.115,92.805,21910,0,23.17,23.190001,22.950001,22.959999,22.656361,24126600,10.39,10.46,10.36,10.43,10.43,13117200 +2017-10-03,120.720001,121.099998,120.699997,120.830002,120.830002,3728700,252.320007,252.889999,252.229996,252.860001,246.884567,66810200,22564.44922,22646.32031,22562.90039,22641.66992,22641.66992,238830000,11.0,11.05,10.85,11.05,11.05,1006300,1.1744,1.1733,1.1775,1.1696,1,56.0,56.1,56.4,55.7,275420,0,49.83,50.3,50.49,49.72,0,39328,39314,39400,39255,7960,0,2.325,2.343,2.364,2.321,0,916.35,916.35,919.4,909.9,1,918.15,911.83,919.4,904.38,1,1185,93.414,93.49,93.775,93.275,17650,1,23.09,23.33,23.040001,23.280001,22.97213,38766700,10.21,10.25,10.16,10.18,10.18,11278900 +2017-10-04,121.209999,121.269997,120.709999,121.169998,121.169998,6475200,252.690002,253.440002,252.559998,253.160004,247.17749,55953600,22645.66992,22685.93945,22632.80078,22661.64063,22661.64063,235730000,11.05,11.3,10.85,11.25,11.25,1119700,1.176,1.1743,1.1788,1.1733,1,55.8,55.67,56.2,55.38,330850,0,49.66,49.84,50.45,49.61,0,39086,39456,39626,39000,15750,0,2.323,2.3280000000000003,2.3480000000000003,2.3,0,916.8,916.4,925.85,913.0,1,923.83,918.3,925.48,914.4,1,1200,93.284,93.415,93.42,93.085,17760,0,23.41,23.469999,23.24,23.42,23.110279,32421000,10.18,10.24,10.06,10.08,10.08,13078000 +2017-10-05,121.150002,121.239998,120.400002,120.519997,120.519997,6205400,253.539993,254.679993,253.199997,254.660004,248.642059,63522800,22669.08008,22777.03906,22655.14063,22775.39063,22775.39063,246400000,11.25,11.35,11.0,11.1,11.1,768900,1.1711,1.1758,1.178,1.1698,0,57.0,55.77,57.24,55.7,379300,1,50.56,49.67,50.99,49.63,1,39172,39049,39320,39005,11750,1,2.3480000000000003,2.332,2.359,2.319,1,917.45,916.75,921.0,912.8,1,940.17,923.85,942.12,920.67,1,1220,93.803,93.365,93.835,93.25,18200,1,23.4,23.450001,23.17,23.219999,22.912922,31366800,10.14,10.35,10.13,10.25,10.25,12987400 +2017-10-06,120.260002,121.209999,119.779999,121.089996,121.089996,10013300,254.149994,254.699997,253.850006,254.369995,248.358871,80646000,22762.0293,22773.66992,22730.84961,22773.66992,22773.66992,221450000,11.0,11.4,10.9,11.3,11.3,592900,1.1734,1.171,1.1739,1.1668,1,55.62,56.99,57.28,55.13,395650,0,49.03,50.55,50.62,48.92,0,39596,39140,39828,38710,26120,1,2.361,2.35,2.402,2.3480000000000003,1,918.95,917.25,922.15,906.8,1,920.62,940.25,943.75,916.9,0,1220,93.641,93.75,94.1,93.6,27380,0,23.18,23.610001,23.0,23.59,23.27803,50090800,10.01,10.02,9.92,9.97,9.97,23509600 +2017-10-09,121.639999,122.110001,121.550003,122.080002,122.080002,5264100,254.630005,254.699997,253.649994,253.949997,247.948822,35803100,22779.73047,22803.36914,22739.38086,22761.07031,22761.07031,310770000,11.35,11.75,11.35,11.75,11.75,588400,1.1741,1.1728,1.1758,1.1718,1,55.79,55.5,55.98,55.06,301150,1,49.43,49.29,49.62,48.98,1,39940,39939,39999,39782,10390,1,2.361,2.361,2.364,2.361,1,919.4,918.0,924.95,914.55,1,929.0,921.27,930.4,920.25,1,1230,93.505,93.625,93.67,93.455,12440,0,23.66,23.82,23.58,23.74,23.426046,26247700,10.03,10.06,9.96,10.0,10.0,10976300 +2017-10-10,122.620003,122.970001,122.360001,122.400002,122.400002,9315500,254.600006,255.050003,253.979996,254.619995,248.602966,43057400,22784.75977,22850.50977,22770.99023,22830.67969,22830.67969,319270000,11.55,11.65,11.15,11.35,11.35,1068500,1.1806,1.1739,1.1825,1.1738,1,56.61,55.78,56.91,55.73,290340,1,50.74,49.44,50.92,49.42,1,40327,39980,40440,39980,14100,1,2.355,2.362,2.372,2.319,0,935.95,919.35,937.25,918.8,1,936.67,929.1,939.25,928.2,1,1240,93.101,93.565,93.57,92.95,26870,0,23.85,23.889999,23.530001,23.57,23.258293,44450800,10.2,10.32,10.19,10.28,10.28,15506600 +2017-10-11,122.57,122.879997,122.029999,122.790001,122.790001,5649400,254.50999500000003,255.020004,254.320007,255.020004,248.99353,47674300,22827.65039,22872.89063,22821.66016,22872.89063,22872.89063,316000000,11.45,11.45,10.9,11.3,11.3,738300,1.1859,1.1808,1.1871,1.1795,1,56.94,56.56,57.09,56.14,310140,1,50.97,50.75,51.28,50.49,1,40129,40207,40308,40085,8670,0,2.353,2.357,2.366,2.332,0,937.2,935.9,938.3,930.7,1,960.92,936.77,961.42,933.4,1,1260,92.825,93.06,93.19,92.715,20790,0,23.690001,23.83,23.299999,23.799999,23.485252,39690400,10.31,10.37,10.22,10.36,10.36,13904300 +2017-10-12,122.839996,123.040001,122.5,122.889999,122.889999,3037600,254.660004,255.059998,254.369995,254.639999,248.622498,47065100,22854.84961,22884.82031,22821.13086,22841.00977,22841.00977,291790000,11.25,11.35,11.05,11.25,11.25,882900,1.183,1.1862,1.1882,1.1826,0,56.25,56.74,56.83,55.88,339530,0,50.6,50.98,51.01,50.05,0,40352,40300,40425,40125,10720,1,2.321,2.346,2.3480000000000003,2.318,0,941.3,937.4,943.1,936.25,1,970.85,960.95,984.67,955.65,1,1300,92.898,92.755,93.065,92.635,17440,1,23.76,23.84,23.59,23.719999,23.406311,34478400,10.17,10.29,10.13,10.23,10.23,15218500 +2017-10-13,123.660004,123.860001,123.339996,123.82,123.82,6820300,255.139999,255.270004,254.639999,254.949997,248.925186,54800400,22876.42969,22905.33008,22855.92969,22871.7207,22871.7207,259560000,11.3,11.35,11.1,11.3,11.3,426100,1.1823,1.1829,1.1875,1.1804,0,57.17,56.44,57.57,56.34,332600,1,51.31,50.61,51.61,50.6,1,40399,40312,40479,40155,12290,1,2.275,2.325,2.334,2.273,0,948.8,941.25,949.45,938.85,1,985.92,970.95,993.62,970.85,1,1315,92.935,92.93,93.09,92.59,21580,1,23.940001,23.99,23.700001,23.84,23.524723,23916800,10.38,10.4,10.29,10.37,10.37,18411900 +2017-10-16,123.82,123.970001,122.57,122.970001,122.970001,8202000,255.210007,255.50999500000003,254.820007,255.289993,249.257126,38221700,22892.91992,22960.11914,22887.11914,22956.96094,22956.96094,247180000,11.2,11.3,10.85,10.9,10.9,773800,1.1797,1.1825,1.1826,1.1781,0,57.82,57.28,58.47,57.12,341780,1,51.79,51.81,52.3,51.56,0,40341,40404,40632,40305,9380,0,2.305,2.289,2.312,2.278,1,935.15,948.55,950.85,930.75,0,970.92,987.98,1005.2,966.75,0,1360,93.161,92.965,93.21,92.93,15650,1,23.860001,23.879999,23.299999,23.459999,23.149748,47320000,10.53,10.54,10.42,10.46,10.46,16045700 +2017-10-17,122.029999,122.32,121.730003,122.129997,122.129997,7041300,255.229996,255.520004,254.979996,255.470001,249.432907,31561000,22952.41016,23002.19922,22948.23047,22997.43945,22997.43945,273090000,10.75,11.1,10.7,11.0,11.0,571800,1.1766,1.1797,1.1801,1.1735,0,57.88,57.78,58.35,57.18,405220,1,51.98,51.78,52.2,51.18,1,39769,40248,40248,39727,14420,0,2.302,2.302,2.329,2.296,0,937.1,935.1,938.25,928.65,1,977.7,971.02,986.85,970.28,1,1425,93.35,93.14,93.59,93.135,16910,1,23.299999,23.51,23.219999,23.42,23.110279,32778600,10.47,10.53,10.33,10.49,10.49,16405100 +2017-10-18,121.709999,121.940002,121.550003,121.669998,121.669998,3666400,255.899994,255.949997,255.5,255.720001,249.677002,40888300,23087.13086,23172.92969,23086.75,23157.59961,23157.59961,271870000,10.9,11.05,10.65,10.65,10.65,1279400,1.1787,1.1764,1.1805,1.1729,1,58.15,58.16,58.54,57.74,329330,1,52.08,51.98,52.3,51.66,1,39767,39866,39928,39624,8740,0,2.345,2.302,2.352,2.298,1,924.15,937.05,938.4,922.6,0,955.8,977.75,985.83,950.1,0,1475,93.228,93.34,93.655,93.215,15590,0,23.35,23.49,23.27,23.33,23.021467,20223400,10.51,10.55,10.43,10.48,10.48,13461900 +2017-10-19,122.199997,122.550003,122.110001,122.389999,122.389999,5567300,254.830002,255.830002,254.350006,255.789993,249.745331,61903800,23107.4707,23167.24023,23052.66992,23163.03906,23163.03906,350400000,10.75,11.0,10.7,10.9,10.9,1170600,1.1852,1.1788,1.186,1.1768,1,57.23,58.24,58.3,57.02,430670,0,51.39,52.09,52.14,51.07,0,39846,39715,39883,39632,2170,1,2.318,2.343,2.346,2.298,0,927.4,924.3,931.45,920.1,1,957.85,956.88,962.1,943.38,1,1525,93.12,93.29,93.425,92.91,18560,0,23.459999,23.58,23.360001,23.440001,23.130014000000006,25090200,10.34,10.42,10.32,10.35,10.35,11579100 +2017-10-20,121.68,121.980003,121.389999,121.610001,121.610001,8481100,256.700012,257.140015,255.770004,257.109985,251.034134,89176400,23205.17969,23328.83984,23201.7793,23328.63086,23328.63086,474380000,10.8,10.95,10.65,10.85,10.85,674700,1.1785,1.1853,1.1859,1.1763,0,57.75,57.32,57.94,56.6,369890,1,51.84,51.41,51.85,50.66,1,39877,39955,40244,39665,9360,1,2.383,2.318,2.392,2.316,1,926.0,927.35,928.45,921.05,0,970.77,958.35,973.65,955.65,1,1575,93.579,93.045,93.675,92.995,27270,1,23.280001,23.370001,23.110001,23.23,22.922791,33496500,10.29,10.44,10.29,10.43,10.43,11985300 +2017-10-23,120.980003,121.900002,120.959999,121.800003,121.800003,5069700,257.480011,257.51001,256.019989,256.109985,250.05773900000003,63915300,23348.94922,23368.36914,23273.96094,23273.96094,23273.96094,456830000,9.45,9.45,7.75,7.75,7.75,7419500,1.1749,1.1773,1.1779,1.1725,0,57.37,57.95,58.05,57.27,353070,0,51.72,51.91,52.09,51.5,0,39910,39750,39990,39476,14050,1,2.37,2.394,2.397,2.363,0,929.35,920.6,929.65,916.25,1,954.25,967.45,969.62,948.65,0,1590,93.814,93.64,93.9,93.56,16030,1,23.049999,23.290001,22.969999,23.139999,22.833981,36056800,10.47,10.49,10.37,10.42,10.42,11346200 +2017-10-24,121.260002,121.709999,120.980003,121.330002,121.330002,5114100,256.600006,256.829987,256.149994,256.559998,250.497116,66935900,23346.7793,23485.25,23343.23047,23441.75977,23441.75977,406850000,8.1,8.15,7.4,7.4,7.4,3651100,1.1761,1.1749,1.1794,1.1743,1,58.33,57.41,58.57,57.04,334680,1,52.27,51.71,52.38,51.37,1,39722,39973,40040,39660,12770,0,2.421,2.3680000000000003,2.428,2.365,1,924.65,929.45,932.7,921.5,0,960.08,954.7,963.23,950.78,1,1650,93.661,93.695,93.87,93.555,18540,0,23.040001,23.139999,22.9,22.950001,22.646494,30322100,10.48,10.55,10.39,10.54,10.54,18370700 +2017-10-25,121.309998,121.589996,120.839996,121.349998,121.349998,4282400,256.179993,256.309998,254.0,255.289993,249.257126,103715300,23431.08984,23451.50977,23251.10938,23329.46094,23329.46094,399560000,7.5,7.55,6.45,6.5,6.5,4629500,1.1813,1.176,1.1819,1.1752,1,58.44,58.44,58.74,57.85,260550,1,51.95,52.27,52.28,51.73,0,39484,39626,39700,39356,14340,0,2.435,2.417,2.475,2.414,1,928.15,924.55,928.95,914.75,1,961.47,960.42,967.65,948.67,1,1650,93.577,93.83,93.89,93.475,24510,0,22.92,22.959999,22.66,22.83,22.52808,48156200,10.48,10.52,10.42,10.48,10.48,17233000 +2017-10-26,121.160004,121.160004,120.220001,120.330002,120.330002,6438800,255.990005,256.299988,255.479996,255.619995,249.579346,69798000,23380.89063,23459.83984,23380.89063,23400.85938,23400.85938,370600000,6.65,6.75,6.2,6.55,6.55,2427500,1.165,1.1811,1.1837,1.164,0,59.3,58.42,59.55,58.05,232280,1,52.5,51.96,52.68,51.75,1,39272,39560,39670,39231,13370,0,2.463,2.428,2.463,2.408,1,919.8,928.1,930.3,919.1,0,965.15,961.5,969.15,957.0,1,1635,94.509,93.495,94.615,93.365,44610,1,22.84,22.870001,22.299999,22.43,22.133371,51852300,10.45,10.58,10.43,10.57,10.57,15344000 +2017-10-27,120.379997,120.989998,120.209999,120.900002,120.900002,6664200,256.470001,257.890015,255.630005,257.709991,251.619949,85562500,23419.16016,23449.40039,23353.16016,23434.18945,23434.18945,518870000,6.6,6.85,6.3,6.45,6.45,2466800,1.161,1.165,1.1659,1.1575,0,60.44,59.37,60.65,58.82,209890,1,54.0,52.51,54.01,52.09,1,39149,39248,39293,38925,16510,0,2.416,2.455,2.477,2.408,0,918.4,919.75,923.95,913.3,0,966.33,965.23,967.0,956.6,1,1550,94.822,94.66,95.06,94.63,36500,1,22.379999,22.639999,22.309999,22.57,22.271519,49494800,10.56,10.85,10.55,10.84,10.84,24699000 +2017-10-30,120.379997,121.470001,120.379997,121.129997,121.129997,5119200,256.470001,257.600006,256.410004,256.75,250.682648,54285700,23405.75,23428.75,23327.86914,23348.74023,23348.74023,436900000,6.65,6.85,6.45,6.8,6.8,1779900,1.1651,1.1603,1.166,1.1594,1,60.9,60.66,61.0,60.14,168540,1,53.91,53.91,54.29,53.6,1,39265,39124,39362,38955,10360,1,2.37,2.403,2.414,2.367,0,923.55,918.5,924.05,916.55,1,963.9,965.7,971.5,959.6,0,1525,94.454,94.77,94.835,94.325,22350,0,22.379999,22.91,22.379999,22.76,22.459007,35144500,10.56,10.93,10.56,10.87,10.87,12586400 +2017-10-31,120.82,120.839996,120.379997,120.669998,120.669998,3910500,257.179993,257.440002,256.809998,257.149994,251.073166,60304800,23369.2207,23406.34961,23334.39063,23377.24023,23377.24023,388050000,6.5,6.6,6.1,6.25,6.25,4341500,1.1646,1.1651,1.1663,1.1625,0,61.37,60.86,61.41,60.53,29120,1,54.43,53.92,54.67,53.78,1,38818,39291,39330,38688,14050,0,2.377,2.363,2.385,2.358,1,921.1,923.45,927.65,916.95,0,978.65,963.88,979.75,963.45,1,0,94.429,94.365,94.6,94.35,18900,0,22.709999,22.709999,22.41,22.48,22.182709,28545700,10.85,10.96,10.83,10.93,10.93,14033200 +2017-11-01,120.980003,121.550003,120.839996,121.110001,121.110001,4647800,258.040009,258.429993,257.070007,257.48999,251.405136,54202700,23442.90039,23517.71094,23388.91016,23435.00977,23435.00977,361260000,6.4,6.4,6.2,6.25,6.25,1449000,1.1619,1.1646,1.1659,1.1607,0,60.49,61.07,61.7,60.0,337760,0,54.11,54.44,55.07,53.76,0,39700,38814,39799,38797,21370,1,2.372,2.379,2.401,2.349,0,934.8,921.15,939.4,919.8,1,999.9,978.8,1003.67,977.97,1,1480,94.709,94.415,94.755,94.4,16620,1,22.66,22.83,22.42,22.48,22.182709,32439400,11.03,11.06,10.82,10.9,10.9,21152000 +2017-11-02,121.290001,121.959999,121.050003,121.190002,121.190002,5369500,257.410004,257.75,256.190002,257.589996,251.502792,56449500,23463.24023,23531.38086,23350.98047,23516.25977,23516.25977,348040000,6.25,6.35,6.1,6.25,6.25,2099100,1.1658,1.1619,1.1689,1.1613,1,60.62,60.5,60.86,60.02,289300,1,54.79,54.12,54.89,53.86,1,39614,39724,39900,39467,14380,0,2.349,2.37,2.379,2.336,0,929.0,934.85,937.85,926.35,0,995.25,1000.1,1003.35,986.3,0,1450,94.588,94.665,94.695,94.305,17090,0,22.530001,22.780001,22.469999,22.58,22.281385,26190500,10.9,11.01,10.87,10.99,10.99,10079300 +2017-11-03,121.360001,121.43,120.18,120.620003,120.620003,6330600,257.769989,258.5,257.299988,258.450012,252.342484,59589700,23549.58984,23557.06055,23481.57031,23539.18945,23539.18945,312250000,6.3,6.3,6.1,6.25,6.25,1073400,1.1609,1.166,1.1692,1.1599,0,62.07,60.88,62.23,60.6,272740,1,55.59,54.78,55.62,54.29,1,39048,39669,39780,38976,15350,0,2.333,2.349,2.361,2.323,0,922.65,928.8,929.5,918.1,0,996.62,995.27,999.67,987.42,1,1410,94.858,94.61,94.92,94.115,24480,1,22.620001,22.73,22.219999,22.43,22.133371,34775600,11.0,11.2,10.93,11.18,11.18,18851200 +2017-11-06,120.720001,121.849998,120.68,121.650002,121.650002,6953800,258.299988,259.0,258.220001,258.850006,252.733017,49652600,23533.96094,23574.85938,23520.75,23548.41992,23548.41992,325190000,6.2,6.4,6.1,6.3,6.3,1006800,1.161,1.1609,1.1625,1.1579,1,64.27,62.27,64.44,62.08,356990,1,57.12,55.71,57.49,55.55,1,39895,39133,39945,39124,15460,1,2.318,2.345,2.354,2.315,0,935.05,924.15,938.4,919.65,1,997.8,996.15,1003.52,990.25,1,1380,94.657,94.825,95.0,94.605,17710,0,22.48,23.0,22.459999,22.91,22.607023,51233200,11.19,11.57,11.17,11.51,11.51,30754200 +2017-11-07,121.510002,121.559998,120.779999,121.209999,121.209999,4165900,258.970001,259.350006,258.089996,258.670013,252.557281,57502200,23574.0293,23602.11914,23484.18945,23557.23047,23557.23047,285080000,6.2,6.25,6.0,6.1,6.1,1050100,1.1586,1.1609,1.1618,1.1554,0,63.69,64.12,64.65,63.5,389460,0,56.91,57.11,57.58,56.75,0,39594,39713,40034,39544,16120,0,2.316,2.32,2.34,2.3040000000000003,0,927.05,935.15,935.2,922.9,0,994.8,997.77,999.2,990.75,0,1355,94.8,94.63,95.07,94.6,23730,1,22.82,22.860001,22.6,22.73,22.429403,26060400,11.47,11.53,11.42,11.49,11.49,17894800 +2017-11-08,121.949997,122.25,121.589996,121.629997,121.629997,5565200,258.470001,259.220001,258.149994,259.109985,252.986832,50469600,23542.59961,23575.0,23510.56055,23563.35938,23563.35938,264670000,6.15,6.2,5.95,6.05,6.05,1042100,1.1595,1.1586,1.1612,1.1579,1,63.49,63.69,64.64,62.95,418070,0,56.77,56.92,57.81,56.36,0,39888,39650,40100,39583,14960,1,2.334,2.3040000000000003,2.336,2.3040000000000003,1,933.8,927.2,939.15,926.75,1,1013.62,993.92,1016.98,992.0,1,1330,94.768,94.765,94.865,94.68,11410,0,22.950001,23.030001,22.82,22.889999,22.587288,28553400,11.44,11.63,11.33,11.41,11.41,37214600 +2017-11-09,121.849998,122.410004,121.730003,122.129997,122.129997,6072400,257.730011,258.390015,256.359985,258.170013,252.069107,95085500,23492.08984,23516.74023,23310.01953,23461.93945,23461.93945,305440000,5.95,6.4,5.85,6.4,6.4,1282700,1.1642,1.1596,1.1657,1.1586,1,63.93,63.52,64.25,63.26,319860,1,56.96,56.76,57.42,56.61,1,39641,39750,39900,39455,14830,0,2.34,2.326,2.345,2.315,1,940.25,933.75,941.95,932.25,1,1010.15,1013.6,1023.17,1002.17,0,1300,94.352,94.85,94.865,94.305,22010,0,22.91,22.959999,22.780001,22.809999,22.508345,27157800,11.42,11.55,11.4,11.46,11.46,19683700 +2017-11-10,121.989998,122.110001,120.940002,121.129997,121.129997,7116200,257.730011,258.290009,257.369995,258.089996,251.990967,59984700,23432.71094,23452.19922,23392.96094,23422.21094,23422.21094,351280000,6.45,6.45,6.0,6.05,6.05,1032300,1.1665,1.1642,1.168,1.1623,1,63.52,63.8,64.27,63.35,307970,0,56.81,56.95,57.26,56.48,0,39507,39657,39965,39319,14490,0,2.402,2.34,2.405,2.336,1,931.15,940.45,943.7,930.25,0,992.9,1010.12,1010.67,991.7,0,1300,94.278,94.365,94.555,94.155,14650,0,22.809999,22.870001,22.48,22.52,22.222181,35502900,11.48,11.52,11.36,11.42,11.42,11713000 +2017-11-13,121.43,121.550003,121.269997,121.309998,121.309998,6249300,257.309998,258.589996,257.269989,258.329987,252.225296,50228600,23367.4707,23461.67969,23343.33984,23439.69922,23439.69922,491260000,6.0,6.1,5.8,5.85,5.85,1372100,1.1667,1.1666,1.1677,1.1638,1,63.16,63.68,63.77,62.61,335150,0,56.67,56.83,57.09,56.24,0,39912,39551,39939,39445,13150,1,2.407,2.4,2.411,2.37,1,933.35,931.7,938.45,931.2,1,988.5,994.38,1000.42,987.1,0,1350,94.388,94.355,94.545,94.31,10710,1,22.58,22.65,22.49,22.559999,22.26165,16756100,11.42,11.48,11.31,11.38,11.38,13898500 +2017-11-14,120.900002,121.910004,120.769997,121.559998,121.559998,6189000,257.410004,257.850006,256.519989,257.730011,251.639511,61315200,23388.40039,23414.08008,23271.57031,23409.4707,23409.4707,561330000,5.95,5.95,5.75,5.85,5.85,743100,1.1798,1.1667,1.1807,1.166,1,62.21,63.06,63.17,61.21,418940,0,55.02,56.66,56.69,54.78,0,39838,39815,39978,39530,14170,0,2.375,2.402,2.414,2.372,0,929.15,933.45,935.65,924.0,0,987.85,988.95,996.98,973.67,0,1425,93.723,94.405,94.44,93.64,27440,0,22.42,22.709999,22.35,22.59,22.291254,22696800,11.35,11.36,11.08,11.13,11.13,21526500 +2017-11-15,122.129997,122.360001,121.25,121.410004,121.410004,4984800,256.619995,257.220001,255.630005,256.440002,250.37997400000003,80811500,23334.58984,23344.99023,23242.75,23271.2793,23271.2793,404300000,5.95,6.0,5.65,5.75,5.75,1266000,1.1792,1.1797,1.1861,1.1784,0,61.87,61.55,62.13,61.3,279410,0,55.25,55.02,55.5,54.89,1,39711,39753,40080,39650,15410,0,2.326,2.374,2.375,2.319,0,933.75,929.2,941.5,928.2,1,984.85,988.02,989.12,973.72,0,1450,93.726,93.77,93.8,93.305,25250,0,22.719999,22.719999,22.5,22.65,22.350462,23133900,11.08,11.15,11.02,11.09,11.09,13776500 +2017-11-16,121.449997,121.709999,121.290001,121.400002,121.400002,2796500,257.519989,259.040009,257.470001,258.619995,252.508469,67777000,23365.33984,23492.18945,23365.33984,23458.35938,23458.35938,402020000,5.75,6.05,5.75,6.0,6.0,1200600,1.177,1.1792,1.1802,1.1756,0,61.36,61.88,62.15,61.25,314060,0,55.17,55.26,55.57,54.91,0,39799,39702,39860,39583,10260,1,2.375,2.324,2.379,2.322,1,934.95,933.8,937.3,930.45,1,987.98,985.77,988.47,979.67,1,1475,93.854,93.785,93.915,93.69,12190,1,22.59,22.700001,22.549999,22.6,22.301123,17070300,11.07,11.17,11.03,11.07,11.07,12232000 +2017-11-17,122.150002,123.169998,121.949997,122.860001,122.860001,10614000,258.220001,258.589996,257.769989,257.859985,251.766388,75756800,23433.76953,23433.76953,23356.00977,23358.24023,23358.24023,386000000,6.05,6.4,6.05,6.3,6.3,1966700,1.1795,1.1771,1.1823,1.1766,1,62.72,61.41,62.92,61.08,356740,1,56.61,55.17,56.64,55.17,1,40013,39700,40208,39520,13390,1,2.345,2.374,2.377,2.336,0,953.95,934.9,957.45,934.9,1,993.1,988.03,995.38,985.88,1,1515,93.575,93.715,93.845,93.42,16910,0,22.73,22.92,22.57,22.790001,22.488609,38347500,11.21,11.36,11.2,11.35,11.35,16387200 +2017-11-20,122.300003,122.410004,121.040001,121.309998,121.309998,8356700,258.140015,258.519989,257.859985,258.299988,252.19599900000003,48075500,23370.71094,23456.88086,23360.58008,23430.33008,23430.33008,315330000,6.25,6.35,6.05,6.1,6.1,1002400,1.1732,1.1789,1.1808,1.1721,0,62.22,62.8,62.8,61.44,283480,0,56.16,56.57,56.76,55.57,0,39261,40051,40051,39200,19470,0,2.3680000000000003,2.34,2.372,2.324,1,929.3,951.15,951.9,921.9,0,987.25,992.02,998.25,983.15,0,1515,93.997,93.73,94.02,93.485,19680,1,22.629999,22.690001,22.459999,22.540001,22.241917,35822000,11.27,11.29,11.15,11.28,11.28,11438000 +2017-11-21,121.669998,122.0,121.5,121.510002,121.510002,4956500,259.179993,260.200012,258.26001,259.98999,253.846069,69176800,23500.15039,23617.80078,23500.15039,23590.83008,23590.83008,329650000,6.1,6.2,5.9,5.9,5.9,887600,1.1738,1.1732,1.1759,1.1713,1,62.57,62.1,62.87,62.07,338160,1,56.88,56.15,57.01,56.13,1,39300,39299,39486,39210,11570,1,2.358,2.359,2.374,2.335,0,936.85,929.45,940.45,927.55,1,997.83,987.27,998.85,984.85,1,1500,93.877,93.945,94.085,93.795,11700,0,22.58,22.780001,22.57,22.719999,22.419535,28387100,11.3,11.45,11.3,11.4,11.4,12239300 +2017-11-22,122.260002,122.949997,122.169998,122.629997,122.629997,5211800,260.0,260.149994,259.570007,259.76001,253.621552,45033400,23597.24023,23605.76953,23507.60938,23526.17969,23526.17969,268760000,6.0,6.25,5.95,6.25,6.25,1102000,1.1822,1.1738,1.1829,1.1733,1,63.32,62.78,63.43,62.62,322870,1,57.79,56.88,57.94,56.88,1,39569,39280,39617,39246,10700,1,2.321,2.352,2.375,2.319,0,939.45,936.8,943.95,932.55,1,1001.08,997.88,1003.2,994.22,1,1500,93.135,93.855,93.88,93.12,24890,0,22.83,23.0,22.799999,22.92,22.616892,31873500,11.55,11.62,11.47,11.6,11.6,17969300 +2017-11-24,122.360001,122.610001,122.220001,122.32,122.32,1779700,260.320007,260.480011,260.160004,260.359985,254.207321,27856500,23552.75,23599.17969,23551.58984,23557.99023,23557.99023,118610000,6.25,6.3,6.1,6.15,6.15,504100,1.193,1.185,1.1945,1.1836,1,63.86,63.35,63.95,63.28,152700,1,58.68,58.2,58.73,58.19,1,39241,39495,39570,39162,9190,0,2.34,2.326,2.352,2.324,1,945.05,940.15,945.75,935.85,1,994.3,1007.3,1007.88,991.92,0,1500,92.707,93.11,93.175,92.61,17460,0,22.969999,23.09,22.809999,22.83,22.52808,16244100,11.74,11.79,11.7,11.79,11.79,9394100 +2017-11-27,123.260002,123.330002,122.669998,122.830002,122.830002,4961200,260.410004,260.75,260.0,260.230011,254.080414,52274900,23552.85938,23638.91992,23545.01953,23580.7793,23580.7793,296320000,6.3,6.3,5.9,5.9,5.9,918200,1.1898,1.1933,1.1962,1.1896,0,63.84,63.8,63.99,63.1,249090,0,57.71,58.7,58.76,57.4,0,39266,39426,39494,39155,10920,1,2.331,2.342,2.354,2.324,0,949.2,942.35,952.95,940.25,1,1001.22,993.9,1002.9,987.9,1,1500,92.825,92.665,92.865,92.43,22700,1,23.1,23.139999,22.879999,23.049999,22.745171,24489800,11.65,11.68,11.51,11.59,11.59,13886000 +2017-11-28,123.050003,123.169998,122.529999,122.809998,122.809998,5603100,260.76001,262.899994,260.649994,262.869995,256.65802,98971700,23625.18945,23849.60938,23617.10938,23836.71094,23836.71094,319240000,6.0,6.05,5.85,5.95,5.95,743500,1.1841,1.1898,1.1921,1.1827,0,63.61,63.78,63.89,63.1,186930,0,57.56,57.72,57.95,57.28,0,38619,39274,39274,38555,16250,0,2.326,2.331,2.342,2.31,0,951.65,949.25,959.2,948.35,1,1022.42,1001.45,1023.85,995.17,1,1500,93.213,92.795,93.27,92.76,21740,1,23.08,23.17,22.92,22.93,22.626759,25800100,11.56,11.63,11.53,11.58,11.58,8109500 +2017-11-29,122.239998,122.330002,121.739998,122.040001,122.040001,6138900,263.019989,263.630005,262.200012,262.709991,256.50177,77512100,23883.25977,23959.75977,23872.58984,23940.67969,23940.67969,401410000,5.9,5.95,5.7,5.75,5.75,1107700,1.1847,1.1841,1.1884,1.1817,1,63.11,63.3,64.07,62.5,178200,0,57.23,57.57,58.14,56.62,0,37948,38716,38748,37855,14280,0,2.388,2.331,2.395,2.321,1,942.7,951.85,955.8,940.55,0,1012.38,1022.48,1022.58,1006.6,0,1500,93.107,93.175,93.375,92.925,17790,0,22.77,22.77,22.469999,22.5,22.202444,54138800,11.58,11.66,11.36,11.47,11.47,16093700 +2017-11-30,121.440002,121.699997,120.639999,121.099998,121.099998,7936300,263.76001,266.049988,263.670013,265.01001,258.747467,127894400,24013.80078,24327.82031,24013.80078,24272.34961,24272.34961,488200000,5.7,5.85,5.65,5.65,5.65,1041700,1.1904,1.1847,1.1933,1.1809,1,63.57,63.28,64.21,63.21,26210,1,57.24,57.22,57.83,56.74,1,37532,37521,38098,37422,15920,0,2.415,2.386,2.437,2.379,1,943.8,942.75,950.15,941.5,1,1005.72,1012.23,1015.78,1000.8,0,0,93.002,93.2,93.465,92.68,27690,0,22.379999,22.530001,22.27,22.469999,22.17284,39156200,11.55,11.58,11.37,11.47,11.47,17819100 +2017-12-01,120.940002,122.43,120.739998,121.589996,121.589996,13080100,264.76001,265.309998,260.76001,264.459991,258.21048,164390900,24305.40039,24322.06055,23921.90039,24231.58984,24231.58984,417910000,5.7,5.95,5.6,5.8,5.8,1110400,1.1891,1.1904,1.1942,1.1851,0,63.73,62.74,64.32,62.59,308150,1,58.17,57.23,58.74,57.22,1,37582,37724,37970,37300,3590,1,2.363,2.411,2.424,2.315,0,941.2,943.85,946.2,933.4,0,1015.65,1005.92,1018.38,1001.67,1,1530,92.841,92.905,93.21,92.55,31150,0,22.360001,22.860001,22.35,22.49,22.192577,45368800,11.65,11.78,11.6,11.67,11.67,14145200 +2017-12-04,121.150002,121.199997,120.839996,121.18,121.18,6943700,266.309998,266.799988,264.079987,264.140015,257.89801,94040600,24424.10938,24534.03906,24288.18945,24290.05078,24290.05078,424250000,5.8,5.8,5.7,5.75,5.75,560600,1.1866,1.1882,1.189,1.183,0,62.45,63.5,63.68,62.31,250520,0,57.35,58.1,58.12,57.25,0,37494,37615,37836,37430,150,0,2.372,2.421,2.421,2.371,0,930.85,937.7,938.5,924.45,0,991.42,1016.38,1016.75,986.52,0,1530,93.144,93.04,93.345,93.005,30070,1,22.26,22.389999,22.17,22.200001,21.906412,32949000,11.54,11.58,11.47,11.49,11.49,12187700 +2017-12-05,120.099998,120.510002,119.720001,120.32,120.32,10041200,263.190002,265.149994,263.040009,263.190002,256.970428,77994500,24335.00977,24349.74023,24155.2793,24180.64063,24180.64063,371190000,5.7,5.8,5.55,5.6,5.6,1123000,1.1826,1.1866,1.1879,1.1801,0,62.86,62.45,63.15,62.12,219340,1,57.34,57.36,57.8,56.98,0,37037,37565,37565,36939,80,0,2.353,2.378,2.395,2.353,0,917.25,930.75,931.2,914.85,0,979.38,991.52,994.75,973.8,0,1540,93.334,93.02,93.445,93.0,18290,1,22.01,22.129999,21.790001,21.969999,21.679453,35894500,11.47,11.59,11.46,11.54,11.54,12914400 +2017-12-06,120.040001,120.440002,119.870003,120.07,120.07,6643000,263.299988,263.730011,262.709991,263.23999,257.019287,75898600,24171.90039,24229.34961,24134.49023,24140.91016,24140.91016,312720000,5.65,5.7,5.5,5.6,5.6,857600,1.1796,1.1825,1.1849,1.178,0,61.22,62.64,62.93,61.13,314260,0,55.99,57.36,57.47,55.78,0,37444,37701,37850,37415,13580,1,2.34,2.356,2.363,2.314,0,903.55,917.15,917.9,900.1,0,988.12,979.42,988.42,978.35,1,1540,93.582,93.31,93.62,93.135,21660,1,21.67,21.9,21.610001,21.690001,21.403158,43407300,11.4,11.41,11.18,11.2,11.2,19389000 +2017-12-07,119.010002,119.239998,118.099998,118.489998,118.489998,12900200,264.070007,264.429993,262.940002,264.070007,257.829681,77218600,24116.59961,24262.88086,24101.24023,24211.48047,24211.48047,319060000,5.55,5.85,5.5,5.8,5.8,1199100,1.1773,1.1796,1.1816,1.1772,0,62.2,61.3,62.26,61.15,238960,1,56.5,56.01,56.68,55.74,1,37036,37469,37474,36992,15540,0,2.362,2.34,2.376,2.322,1,893.5,903.6,903.85,891.85,0,1006.45,988.1,1011.7,985.67,1,1540,93.769,93.565,93.78,93.495,14810,1,21.58,21.700001,21.4,21.58,21.294613,31467200,11.27,11.36,11.26,11.33,11.33,9103400 +2017-12-08,118.489998,118.919998,118.330002,118.480003,118.480003,5231300,265.160004,265.519989,264.02999900000003,265.51001,259.235626,76563900,24263.25977,24330.11914,24225.5,24329.16016,24329.16016,293590000,5.75,6.15,5.7,5.8,5.8,1785000,1.1764,1.1771,1.1778,1.1728,0,63.4,62.08,63.64,62.01,362430,1,57.25,56.49,57.69,56.47,1,37055,37000,37205,36872,13480,1,2.378,2.374,2.392,2.362,1,888.0,894.0,899.4,882.3,0,998.33,1006.75,1009.8,990.2,0,1540,93.874,93.8,94.075,93.785,19750,1,21.6,21.809999,21.57,21.68,21.39329,29074400,11.52,11.55,11.4,11.49,11.49,9426600 +2017-12-11,118.370003,118.540001,117.800003,118.010002,118.010002,4522200,266.309998,266.380005,265.480011,266.309998,260.016724,83077500,24338.10938,24389.7207,24314.74023,24386.0293,24386.0293,300580000,5.85,6.25,5.8,6.2,6.2,2632600,1.1768,1.1767,1.1812,1.1762,1,64.69,63.29,64.93,62.99,488010,1,57.88,57.11,58.0,56.87,1,36933,37081,37164,36880,10580,0,2.39,2.383,2.39,2.353,1,888.15,889.65,893.3,883.85,0,1000.7,999.12,1004.7,993.25,1,1540,93.843,93.86,93.955,93.65,26430,0,21.65,21.82,21.43,21.51,21.225536,33505200,11.54,11.61,11.5,11.6,11.6,14382900 +2017-12-12,117.650002,118.169998,117.400002,118.150002,118.150002,8020100,267.209991,267.320007,266.350006,266.77999900000003,260.475586,85195800,24452.96094,24552.9707,24443.83008,24504.80078,24504.80078,342220000,6.2,6.25,6.0,6.05,6.05,1179200,1.1742,1.177,1.1794,1.1718,0,63.34,64.66,65.83,63.07,508990,0,57.41,57.87,58.5,56.8,0,36729,36949,37034,36672,14460,0,2.403,2.388,2.421,2.376,1,880.65,888.2,890.95,873.2,0,1001.98,1000.6,1003.17,991.45,1,1540,94.08,93.895,94.21,93.745,18700,1,21.32,21.459999,21.27,21.42,21.136728,34569600,11.64,11.64,11.37,11.44,11.44,24854900 +2017-12-13,118.190002,119.349998,118.010002,119.169998,119.169998,10086700,267.059998,267.559998,266.649994,266.75,260.44635,102905400,24525.18945,24666.01953,24518.30078,24585.42969,24585.42969,325280000,6.05,6.45,6.0,6.3,6.3,2365100,1.1826,1.1743,1.1832,1.1729,1,62.44,63.8,64.32,62.36,354370,0,56.74,57.39,57.76,56.51,0,36967,36776,37020,36701,10570,1,2.3480000000000003,2.399,2.426,2.344,0,887.7,880.6,888.15,872.65,1,1007.6,1001.95,1008.28,997.5,1,1540,93.419,94.015,94.095,93.34,30860,0,21.42,22.32,21.42,22.16,21.866941,82201600,11.46,11.48,11.3,11.33,11.33,18213100 +2017-12-14,119.099998,119.290001,118.709999,118.93,118.93,6993600,267.089996,267.220001,265.600006,265.660004,259.38205,100666700,24631.00977,24672.48047,24508.66016,24508.66016,24508.66016,314780000,6.35,6.45,6.2,6.35,6.35,1180900,1.1778,1.1826,1.1863,1.177,0,63.31,62.81,63.5,62.01,277670,1,57.05,56.75,57.27,56.05,1,37054,37299,37548,36917,14540,1,2.349,2.353,2.389,2.344,1,882.9,887.65,890.45,877.35,0,1024.89,1007.62,1029.77,995.1,1,1550,93.479,93.38,93.77,93.275,29830,1,22.08,22.17,21.799999,22.07,21.77813,36365600,11.22,11.43,11.21,11.43,11.43,9073200 +2017-12-15,119.410004,119.5,118.970001,119.18,119.18,7532000,265.450012,267.040009,265.390015,266.51001,261.542114,144610300,24585.71094,24688.61914,24584.43945,24651.74023,24651.74023,635740000,6.4,6.45,6.15,6.45,6.45,6677500,1.1754,1.1778,1.1814,1.1751,0,63.23,63.39,63.68,63.08,213000,0,57.31,57.05,57.43,56.93,1,37205,37054,37368,36940,12010,1,2.351,2.353,2.38,2.346,1,893.9,883.0,893.9,878.9,1,1016.88,1024.72,1028.9,1012.97,0,1560,93.929,93.57,93.995,93.405,8970,1,22.16,22.209999,21.98,21.99,21.699188,33144000,11.47,11.49,11.4,11.46,11.46,9608500 +2017-12-18,119.629997,119.989998,119.599998,119.730003,119.730003,5452200,268.100006,268.600006,267.980011,268.200012,263.200592,83653600,24739.56055,24876.07031,24739.56055,24792.19922,24792.19922,354880000,6.4,6.55,6.2,6.3,6.3,1630400,1.1782,1.1753,1.1834,1.1737,1,63.41,63.36,63.91,63.0,234620,1,57.28,57.37,57.77,56.84,0,37541,37340,37569,37276,12140,1,2.394,2.369,2.398,2.364,1,911.4,891.75,915.3,891.5,1,1015.4,1014.8,1019.7,1006.7,1,1580,93.52,94.0,94.02,93.575,540,0,22.08,22.23,21.99,22.16,22.043369,30791800,11.5,11.53,11.37,11.44,11.44,13068000 +2017-12-19,119.669998,119.900002,119.529999,119.82,119.82,4018900,268.480011,268.52999900000003,267.089996,267.170013,262.189789,82382900,24834.38086,24850.10938,24715.59961,24754.75,24754.75,335330000,6.25,6.4,6.2,6.3,6.3,899200,1.1840000000000002,1.1782,1.1851,1.1777,1,63.8,63.41,63.91,63.3,213190,1,57.65,57.27,57.73,57.16,1,37392,37537,37624,37313,11150,0,2.459,2.398,2.472,2.389,1,914.6,911.6,920.7,907.15,1,1017.58,1015.35,1018.95,1010.5,1,1610,93.027,93.255,93.31,93.015,14680,0,22.16,22.26,22.040001,22.129999,22.013525,25162600,11.48,11.51,11.45,11.51,11.51,6849100 +2017-12-20,119.980003,120.360001,119.809998,120.139999,120.139999,5734600,268.269989,268.329987,266.690002,267.02999900000003,262.05239900000004,76751500,24838.08984,24852.43945,24697.10938,24726.65039,24726.65039,341790000,6.25,6.4,6.15,6.35,6.35,1064700,1.1871,1.1840000000000002,1.1903,1.1829,1,64.56,63.83,64.6,63.67,222730,1,58.0,57.64,58.07,57.44,1,37646,37464,37740,37408,11520,1,2.497,2.457,2.503,2.446,1,920.2,914.7,925.0,911.1,1,1021.17,1016.88,1028.62,1015.33,1,1675,92.891,93.035,93.12,92.75,20130,0,22.25,22.59,22.209999,22.5,22.381578,37314000,11.54,11.62,11.48,11.61,11.61,10117800 +2017-12-21,120.07,120.449997,120.0,120.309998,120.309998,4823700,267.73999,268.390015,267.299988,267.579987,262.592133,67032300,24778.25977,24850.91016,24766.26953,24782.28906,24782.28906,339530000,6.35,6.4,6.2,6.3,6.3,1050100,1.1873,1.1871,1.1889,1.1848,1,64.9,64.49,64.93,64.2,155420,1,58.14,57.99,58.34,57.59,1,37530,37626,37676,37365,10500,0,2.484,2.4930000000000003,2.504,2.479,0,919.3,920.5,922.75,914.0,0,1029.28,1021.4,1030.85,1019.15,1,1685,92.862,92.925,93.095,92.815,12900,0,22.43,22.75,22.43,22.629999,22.510895,27396800,11.54,11.67,11.52,11.64,11.64,11135600 +2017-12-22,120.669998,121.139999,120.57,120.940002,120.940002,5791300,267.600006,267.640015,266.899994,267.51001,262.523438,78720900,24764.03906,24784.15039,24717.50977,24754.06055,24754.06055,255140000,6.3,6.7,6.25,6.7,6.7,1322600,1.1859,1.1874,1.1878,1.1817,0,65.25,64.63,65.28,64.38,110420,1,58.44,58.13,58.45,57.84,1,37954,37470,38058,37450,12220,1,2.485,2.484,2.492,2.477,1,923.05,919.2,926.45,913.7,1,1031.45,1029.83,1034.39,1021.8,1,1700,92.924,93.0,93.075,92.87,9380,1,22.75,22.92,22.68,22.889999,22.769526000000006,26914900,11.58,11.69,11.58,11.66,11.66,6591400 +2017-12-26,121.550003,121.870003,121.510002,121.769997,121.769997,8224400,267.049988,267.440002,266.890015,267.190002,262.209412,45244400,24715.83984,24778.13086,24708.41992,24746.21094,24746.21094,208290000,6.75,7.35,6.75,7.05,7.05,2138900,1.1859,1.1867,1.1879,1.1845,0,67.02,65.2,67.1,65.0,74250,1,59.78,58.52,59.97,58.29,1,38294,37980,38333,37980,10790,1,2.474,2.492,2.497,2.459,0,925.5,921.5,929.3,921.5,1,1045.9,1029.75,1046.2,1028.55,1,1715,92.801,92.885,92.96,92.755,6310,0,22.969999,23.25,22.889999,23.200001,23.077896,34177900,11.73,11.99,11.72,11.95,11.95,17599000 +2017-12-27,122.0,122.339996,121.879997,122.230003,122.230003,6232700,267.380005,267.730011,267.01001,267.320007,262.336975,57751000,24766.51953,24789.51953,24731.67969,24774.30078,24774.30078,225890000,7.05,7.2,6.9,7.1,7.1,1536900,1.1888,1.1859,1.1912,1.1855,1,66.44,66.76,66.94,66.03,122430,0,59.54,59.77,59.89,59.3,0,38673,38254,38738,38253,13970,1,2.4130000000000003,2.477,2.479,2.407,0,926.1,925.5,931.4,924.4,1,1054.3,1045.9,1061.0,1042.4,1,0,92.612,92.825,92.865,92.525,16220,0,23.27,23.280001,23.059999,23.16,23.038105,29887500,11.93,11.96,11.87,11.92,11.92,8270200 +2017-12-28,122.82,122.919998,122.559998,122.849998,122.849998,5732700,267.890015,267.920013,267.450012,267.869995,262.876709,45116100,24807.21094,24839.23047,24797.13086,24837.50977,24837.50977,200960000,7.2,7.25,6.75,7.2,7.2,1842200,1.1943,1.1888,1.1961,1.1888,1,66.72,66.43,66.85,66.23,35090,1,59.81,59.55,59.89,59.42,1,38906,38756,38950,38515,15390,1,2.434,2.421,2.441,2.42,1,930.9,926.3,933.2,925.6,1,1048.45,1046.7,1050.0,1046.7,0,1715,92.3,92.69,92.69,92.275,15440,0,23.280001,23.35,23.02,23.200001,23.077896,18870200,11.91,11.98,11.88,11.97,11.97,12368100 +2017-12-29,123.699997,124.089996,123.459999,123.650002,123.650002,7852100,268.52999900000003,268.549988,266.640015,266.859985,261.885559,96007400,24849.63086,24871.66016,24719.2207,24719.2207,24719.2207,270760000,7.25,7.35,7.0,7.15,7.15,1812500,1.1998,1.1943,1.203,1.1937,1,66.87,66.15,66.98,66.15,157950,1,60.23,59.8,60.45,59.79,1,39237,38768,39313,38754,12990,1,2.405,2.434,2.441,2.405,0,934.6,931.1,941.8,930.5,1,1055.15,1059.85,1063.5,1047.6,1,0,91.826,92.355,92.375,91.805,21610,0,23.32,23.370001,23.1,23.24,23.117683,22380400,12.02,12.09,11.98,12.01,12.01,11801900 +2018-01-02,124.660004,125.18,124.389999,125.150002,125.150002,11762500,267.839996,268.809998,267.399994,268.769989,263.759949,86655700,24809.34961,24864.18945,24741.69922,24824.00977,24824.00977,341130000,7.3,7.3,7.05,7.2,7.2,1867300,1.2059,1.2013,1.2084,1.2003,1,66.57,66.55,67.29,66.24,211740,0,60.4,60.22,60.71,60.09,1,39180,39175,39285,38978,12750,1,2.462,2.4290000000000003,2.481,2.416,1,949.9,937.3,950.5,935.4,1,1071.9,1064.95,1064.95,1064.95,1,1715,91.573,91.895,91.93,91.47,19620,0,23.459999,23.84,23.42,23.82,23.694632,43172000,12.07,12.1,12.01,12.07,12.07,11980700 +2018-01-03,125.050003,125.089996,124.099998,124.82,124.82,7904300,268.959991,270.640015,268.959991,270.470001,265.428253,90070400,24850.44922,24941.91992,24825.55078,24922.67969,24922.67969,456790000,7.25,7.25,6.8,6.95,6.95,1908500,1.2014,1.2058,1.207,1.2001,0,67.84,66.54,68.03,66.4,260860,1,61.81,60.39,61.93,60.26,1,39300,39071,39340,38955,13350,1,2.445,2.465,2.472,2.44,0,956.1,950.0,965.9,944.1,1,1077.7,1086.9,1089.3,1075.65,1,1700,91.896,91.56,91.99,91.535,17210,1,23.780001,23.809999,23.24,23.57,23.445948,45780900,12.17,12.36,12.17,12.34,12.34,17249200 +2018-01-04,124.889999,125.849998,124.739998,125.459999,125.459999,7329700,271.200012,272.160004,270.540009,271.609985,266.54699700000003,80636400,24964.85938,25105.96094,24963.26953,25075.13086,25075.13086,403280000,7.0,7.05,6.85,7.05,7.05,1217900,1.2068,1.2015,1.209,1.2004,1,68.07,67.89,68.27,67.62,246150,1,61.92,61.8,62.18,61.58,1,39276,39110,39372,38900,16860,0,2.4530000000000003,2.458,2.487,2.449,1,966.0,956.1,971.5,949.1,1,1093.5,1077.7,1101.3,1075.9,1,1700,91.581,91.965,92.0,91.52,15730,0,23.549999,23.74,23.389999,23.719999,23.595158,31300300,12.33,12.42,12.31,12.37,12.37,11847900 +2018-01-05,124.93,125.480003,124.830002,125.330002,125.330002,5739900,272.51001,273.559998,271.950012,273.420013,268.323273,83524000,25114.91992,25299.78906,25112.00977,25295.86914,25295.86914,358020000,7.0,7.15,6.85,7.05,7.05,1302800,1.203,1.2068,1.2085,1.2021,0,67.62,67.97,68.11,67.26,183450,0,61.55,61.91,62.01,61.09,0,39253,39190,39350,39030,12980,0,2.476,2.458,2.48,2.4330000000000003,1,974.9,966.1,975.5,963.7,1,1087.4,1093.5,1097.65,1080.5,0,1700,91.673,91.55,91.83,91.51,13750,1,23.58,23.719999,23.49,23.67,23.545422,21765800,12.28,12.33,12.21,12.31,12.31,12879100 +2018-01-08,125.199997,125.32,124.900002,125.309998,125.309998,3566700,273.309998,274.100006,272.980011,273.920013,268.813934,57319200,25308.40039,25311.99023,25235.41016,25283.0,25283.0,341390000,7.05,7.05,6.5,6.6,6.6,3133900,1.1967,1.2029,1.2054,1.1956,0,67.78,67.8,67.99,67.44,210350,1,62.23,61.63,62.52,61.31,1,39043,39245,39245,38920,11950,0,2.48,2.48,2.489,2.462,1,974.3,974.0,979.2,971.1,1,1095.0,1089.65,1098.0,1084.0,1,1700,92.1,91.765,92.135,91.61,15960,1,23.58,23.610001,23.280001,23.42,23.296738,33366000,12.31,12.38,12.27,12.38,12.38,9833800 +2018-01-09,124.489998,124.860001,124.230003,124.730003,124.730003,9153600,274.399994,275.25,274.079987,274.540009,269.422363,57254000,25312.05078,25439.7793,25308.41016,25385.80078,25385.80078,333490000,6.6,6.6,6.25,6.3,6.3,2267900,1.1937,1.1967,1.1977,1.1916,0,68.82,68.0,69.29,67.7,319920,1,63.34,62.22,63.51,61.78,1,38845,39099,39129,38804,11350,0,2.551,2.482,2.555,2.48,1,968.5,974.0,975.4,964.4,0,1094.05,1094.7,1107.8,1093.5,0,1700,92.26,92.07,92.36,91.96,21580,1,23.190001,23.27,22.969999,23.110001,22.988369,40393700,12.41,12.64,12.37,12.57,12.57,21329200 +2018-01-10,125.169998,125.309998,124.720001,125.029999,125.029999,14809300,273.679993,274.420013,272.920013,274.119995,269.010223,69574300,25348.13086,25404.91992,25256.99023,25369.13086,25369.13086,341470000,6.35,6.5,6.25,6.35,6.35,1672700,1.1947,1.1938,1.2019,1.1923,1,69.2,69.12,69.37,68.75,290540,1,63.44,63.33,63.65,63.08,1,38992,38802,39300,38742,17470,1,2.559,2.551,2.597,2.544,1,976.0,968.7,979.2,962.4,1,1063.3,1078.0,1078.0,1065.0,0,1700,92.07,92.225,92.285,91.65,24560,0,23.34,23.43,23.16,23.25,23.127632,28985500,12.67,12.71,12.6,12.68,12.68,14572400 +2018-01-11,125.370003,125.660004,125.25,125.440002,125.440002,5994700,274.75,276.119995,274.559998,276.119995,270.9729,62361500,25398.59961,25575.41992,25396.18945,25574.73047,25574.73047,346830000,6.35,6.5,6.25,6.35,6.35,1580600,1.2032,1.1946,1.206,1.1928,1,69.26,69.15,70.05,69.0,341940,1,63.51,63.43,64.74,63.43,1,38939,38992,39031,38666,12100,0,2.537,2.553,2.57,2.526,0,988.5,976.1,991.0,974.7,1,1062.15,1057.0,1057.0,1056.0,0,1690,91.608,92.07,92.305,91.535,22700,0,23.27,23.42,23.27,23.379999,23.256947,23581400,12.76,12.92,12.7,12.7,12.7,20632800 +2018-01-12,126.010002,127.129997,125.809998,126.959999,126.959999,9258600,276.420013,278.109985,276.079987,277.920013,272.73938,90816100,25638.39063,25810.42969,25633.08008,25803.18945,25803.18945,376390000,6.5,6.55,6.4,6.45,6.45,2212000,1.2187,1.2033,1.219,1.2031,1,69.87,69.15,69.93,68.59,302100,1,64.38,63.52,64.48,63.05,1,39063,39045,39219,38882,13120,1,2.55,2.549,2.594,2.542,1,998.7,988.7,1003.8,988.3,1,1119.9,1080.3,1123.35,1080.3,1,1690,90.735,91.51,91.63,90.53,40560,0,23.6,24.02,23.5,24.01,23.883633,55599200,12.68,12.89,12.65,12.87,12.87,22801600 +2018-01-16,126.599998,127.18,126.400002,127.169998,127.169998,8083900,279.350006,280.089996,276.179993,276.970001,271.807068,106555100,25987.61914,26086.11914,25702.99023,25792.85938,25792.85938,606520000,6.5,6.75,6.45,6.75,6.75,1679800,1.2261,1.2265,1.2284,1.2194,0,69.15,70.05,70.13,68.83,322950,0,63.87,64.75,64.75,63.38,0,39420,39626,39693,38573,17210,0,2.539,2.553,2.563,2.522,0,1004.3,1002.2,1005.6,990.0,1,1093.45,1121.6,1127.0,1084.1,0,1690,90.146,90.255,90.58,90.105,27970,0,24.040001,24.43,24.01,24.370001,24.241737,39719500,12.81,12.86,12.68,12.76,12.76,18222800 +2018-01-17,126.769997,127.220001,125.900002,126.139999,126.139999,10095000,278.02999900000003,280.049988,276.970001,279.609985,274.397827,109354500,25910.7793,26130.44922,25865.01953,26115.65039,26115.65039,522720000,7.0,7.0,6.65,6.8,6.8,2495300,1.2186,1.226,1.2324,1.2176,0,69.38,69.35,69.59,68.55,280420,1,64.21,63.86,64.33,63.31,1,39201,39420,39487,39058,13890,0,2.587,2.533,2.592,2.532,1,1003.9,1004.6,1012.9,1002.2,0,1108.75,1092.65,1113.55,1092.65,1,1690,90.313,89.99,90.695,89.96,33600,1,24.209999,24.49,23.92,23.940001,23.814001,41162300,12.73,12.84,12.71,12.78,12.78,15936200 +2018-01-18,126.129997,126.519997,125.800003,125.860001,125.860001,6289300,279.480011,279.959991,278.579987,279.140015,273.936646,100728000,26149.55078,26153.41992,25947.32031,26017.81055,26017.81055,492780000,6.85,6.9,6.6,6.65,6.65,1337400,1.2239,1.2186,1.2267,1.2165,1,69.31,69.53,69.63,68.8,270230,0,63.66,64.2,64.28,63.47,0,38917,39125,39167,38859,11760,0,2.624,2.59,2.627,2.585,1,1006.5,1003.9,1012.3,1001.0,1,1097.3,1108.85,1111.7,1091.9,0,1690,90.297,90.65,90.765,90.205,28150,0,23.969999,24.08,23.559999,23.610001,23.485737,39198000,12.75,12.85,12.7,12.76,12.76,16605700 +2018-01-19,126.57,126.730003,126.410004,126.419998,126.419998,8773800,279.799988,280.410004,279.140015,280.410004,275.182922,140920100,25987.34961,26071.7207,25942.83008,26071.7207,26071.7207,585000000,6.75,6.8,6.65,6.7,6.7,838700,1.2222,1.2236,1.2296,1.2219,0,68.61,69.01,69.08,68.28,278360,0,63.56,63.67,63.74,62.84,0,38969,38900,39290,38883,8730,1,2.661,2.624,2.6630000000000003,2.613,1,1016.7,1006.9,1020.7,1004.2,1,1098.8,1097.1,1110.1,1094.85,1,1690,90.37,90.32,90.51,89.96,24170,1,23.780001,23.84,23.639999,23.65,23.525526,22753200,12.68,12.74,12.61,12.72,12.72,17345400 +2018-01-22,126.510002,126.75,126.279999,126.650002,126.650002,4893500,280.170013,282.690002,280.109985,282.690002,277.42044100000004,91322400,26025.32031,26215.23047,25974.65039,26214.59961,26214.59961,431200000,6.65,6.75,6.55,6.7,6.7,751900,1.2262,1.2268,1.2276,1.2214,1,69.03,68.8,69.51,68.39,250600,1,63.94,63.5,64.19,63.14,1,38979,38883,39145,38800,9940,1,2.656,2.661,2.672,2.632,0,1003.2,1019.2,1023.8,994.8,0,1079.6,1086.65,1087.85,1081.8,0,1690,90.191,90.27,90.5,90.14,16700,0,23.75,23.83,23.540001,23.709999,23.585209,19300900,12.68,12.84,12.63,12.78,12.78,14929800 +2018-01-23,126.529999,127.349998,126.339996,127.279999,127.279999,6190400,282.73999,283.619995,282.369995,283.290009,278.009277,97084700,26214.86914,26246.18945,26143.90039,26210.81055,26210.81055,433490000,6.7,7.05,6.65,7.05,7.05,1641500,1.2299,1.2263,1.2308,1.2223,1,69.96,69.17,70.24,69.12,343730,1,64.51,63.95,64.94,63.78,1,38733,39043,39086,38402,15800,0,2.617,2.656,2.659,2.611,0,1010.8,1003.4,1013.3,993.5,1,1072.05,1076.3,1077.0,1071.5,0,1690,89.915,90.155,90.395,89.845,20360,0,23.6,24.17,23.389999,24.1,23.973158,38807100,12.84,12.99,12.83,12.97,12.97,16617900 +2018-01-24,128.389999,129.259995,128.229996,128.830002,128.830002,11827600,284.019989,284.700012,281.839996,283.179993,277.901337,134816100,26282.07031,26392.80078,26106.93945,26252.11914,26252.11914,518790000,7.2,7.35,7.0,7.15,7.15,2025300,1.2408,1.2299,1.2417,1.2293,1,70.53,69.97,70.94,69.54,308370,1,65.85,64.5,66.12,64.44,1,39707,38850,39775,38850,19990,1,2.648,2.611,2.665,2.609,1,1019.0,1010.7,1027.3,1009.1,1,1094.4,1090.65,1090.65,1086.25,1,1690,89.01100000000002,89.875,89.905,88.955,32300,0,24.51,24.84,24.49,24.6,24.470528,53467100,12.94,13.23,12.91,13.22,13.22,26137800 +2018-01-25,128.690002,129.509995,127.360001,127.970001,127.970001,15219700,284.160004,284.269989,282.399994,283.299988,278.019043,84587300,26313.06055,26458.25,26259.7207,26392.78906,26392.78906,401390000,7.2,7.2,6.8,6.85,6.85,2626500,1.2396,1.2408,1.2537,1.2364,0,70.42,70.95,71.28,69.97,301930,0,65.22,65.84,66.72,65.01,0,39960,39799,40180,39660,16040,1,2.624,2.65,2.676,2.615,0,1016.4,1018.7,1033.3,1011.3,0,1086.05,1093.9,1093.9,1077.1,0,1690,89.227,89.095,89.415,88.255,77360,1,24.74,24.860001,23.98,24.129999,24.003,61745600,13.28,13.3,13.03,13.06,13.06,16774400 +2018-01-29,127.580002,127.629997,126.919998,127.349998,127.349998,6956400,285.929993,286.429993,284.5,284.679993,279.37332200000003,90118300,26584.2793,26608.90039,26435.33984,26439.48047,26439.48047,421000000,6.7,6.7,6.35,6.35,6.35,1648000,1.2383,1.2427,1.2436,1.2336,0,69.46,70.47,70.64,69.07,202240,0,65.56,66.32,66.52,65.05,0,39141,39850,39850,39079,12770,0,2.699,2.658,2.727,2.654,1,1010.3,1014.2,1017.4,1005.4,0,1072.5,1069.25,1069.25,1068.7,0,1775,89.131,88.95,89.44,88.835,25770,1,24.129999,24.15,23.57,23.68,23.555368,59676000,13.11,13.15,13.01,13.11,13.11,15828900 +2018-01-30,127.910004,127.919998,126.739998,126.800003,126.800003,9736100,282.600006,284.73999,281.220001,281.76001,276.507813,131796400,26198.44922,26256.99023,26028.41992,26076.89063,26076.89063,448330000,6.45,6.5,6.25,6.25,6.25,2108100,1.2402,1.2383,1.2455,1.2335,1,69.02,69.3,69.39,68.4,135870,0,63.83,65.55,65.56,63.73,0,39123,39096,39450,39020,11800,0,2.724,2.7030000000000003,2.733,2.681,1,1001.6,1009.8,1012.4,995.2,0,1040.7,1066.3,1066.3,1066.3,0,1800,88.999,89.215,89.48,88.74,26240,0,23.799999,23.860001,23.33,23.450001,23.32658,37702200,12.94,12.95,12.84,12.9,12.9,34429400 +2018-01-31,127.449997,127.849998,126.400002,127.650002,127.650002,13418900,282.730011,283.299988,280.679993,281.899994,276.645203,108364800,26268.16992,26338.0293,26050.98047,26149.39063,26149.39063,479130000,6.35,6.65,6.25,6.5,6.5,2092300,1.2421,1.2401,1.2476,1.2386,1,69.05,68.43,69.15,68.33,20430,1,64.93,63.84,65.05,63.83,1,39319,39209,39382,39139,10040,1,2.712,2.72,2.754,2.696,0,1005.5,1000.6,1010.5,999.0,1,1012.8,1045.0,1045.0,1010.0,0,0,88.954,88.95,89.135,88.615,29180,0,23.67,23.84,23.219999,23.75,23.625,46410300,12.91,13.01,12.79,12.98,12.98,19696100 +2018-02-01,127.18,128.149994,127.080002,128.070007,128.070007,10854600,281.070007,283.059998,280.679993,281.579987,276.331146,90102500,26083.03906,26306.69922,26014.43945,26186.71094,26186.71094,410620000,6.55,6.55,6.35,6.5,6.5,1312600,1.251,1.2414,1.2524,1.2386,1,69.65,69.0,69.97,68.81,336920,1,66.11,64.92,66.29,64.69,1,39309,39386,39580,39225,16800,0,2.782,2.724,2.793,2.72,1,1009.6,1005.2,1013.4,995.9,1,1015.05,1012.7,1012.7,1012.7,1,1835,88.505,88.935,89.17,88.385,23880,0,23.57,23.809999,23.450001,23.700001,23.575264,33277700,13.08,13.26,13.03,13.24,13.24,20074200 +2018-02-02,126.809998,126.849998,125.959999,126.389999,126.389999,16789200,280.079987,280.230011,275.410004,275.450012,270.31543,173174800,26061.78906,26061.78906,25490.66016,25520.96094,25520.96094,522880000,6.35,6.4,6.05,6.1,6.1,2493600,1.2462,1.2508,1.2519,1.2409,0,68.58,70.0,70.02,67.96,307130,0,65.12,66.12,66.35,64.53,0,38651,39460,39615,38475,21720,0,2.841,2.79,2.854,2.783,1,995.9,1009.4,1010.6,990.3,0,1035.5,1035.0,1035.0,1035.0,1,1860,89.036,88.49,89.275,88.44,32680,1,23.379999,23.389999,22.790001,22.91,22.789421,75765500,13.12,13.17,12.92,13.04,13.04,28757500 +2018-02-05,126.82,127.309998,126.440002,126.709999,126.709999,13596300,273.450012,275.850006,263.309998,263.929993,259.010132,294681800,25337.86914,25520.5293,23923.88086,24345.75,24345.75,714450000,6.1,6.25,6.05,6.15,6.15,2052100,1.2368,1.2455,1.2475,1.2362,0,67.62,68.15,68.46,66.9,335640,0,63.62,65.05,65.44,63.42,0,38553,38480,38863,38408,13600,0,2.709,2.847,2.885,2.698,0,994.8,992.5,1000.6,990.5,1,1023.9,1020.0,1026.0,1018.9,0,1860,89.405,89.185,89.58,88.875,37140,1,23.0,23.02,22.48,22.709999,22.590473,53158400,13.03,13.07,12.73,12.77,12.77,30728600 +2018-02-06,126.540001,126.550003,125.220001,125.379997,125.379997,17672500,259.940002,269.700012,258.700012,269.130005,264.11322,355026800,24085.16992,24946.23047,23778.74023,24912.76953,24912.76953,823940000,6.05,6.25,5.9,5.95,5.95,2390300,1.2377,1.2367,1.2434,1.2314,1,66.86,67.02,67.6,66.53,328850,0,63.91,63.62,64.33,63.16,1,38338,38712,39114,38310,17420,0,2.805,2.73,2.807,2.648,1,994.0,994.6,1002.7,987.2,0,993.15,1014.0,1014.0,1014.0,0,1860,89.45100000000002,89.465,89.92,89.235,40150,1,22.49,22.52,21.98,22.110001,21.993633,68463900,12.7,12.88,12.67,12.7,12.7,23636300 +2018-02-07,125.480003,125.769997,124.410004,124.790001,124.790001,8558500,268.5,272.359985,267.579987,267.670013,262.68045,167376100,24892.86914,25293.96094,24785.43945,24893.34961,24893.34961,504620000,6.0,6.2,5.95,6.05,6.05,2138000,1.2264,1.2378,1.2407,1.2247,0,65.51,67.2,67.72,65.16,567760,0,61.71,63.91,64.22,61.29,0,37863,38502,38588,37687,17110,0,2.834,2.803,2.861,2.758,1,985.0,993.7,998.0,980.0,0,982.5,1009.3,1009.55,976.05,0,1850,90.118,89.49,90.275,89.325,33060,1,21.99,22.280001,21.73,21.799999,21.685263,51539100,12.72,12.81,12.28,12.37,12.37,36909300 +2018-02-08,124.919998,125.440002,124.510002,124.980003,124.980003,7343600,268.01001,268.170013,257.589996,257.630005,252.827606,246449500,24902.30078,24903.67969,23849.23047,23860.46094,23860.46094,657500000,6.1,6.4,6.05,6.15,6.15,2782900,1.2247,1.2264,1.2297,1.2212,0,64.81,65.28,65.6,64.1,346320,0,60.52,61.72,62.12,60.3,0,38000,37650,38138,37591,15590,1,2.8280000000000003,2.809,2.884,2.8080000000000003,0,978.9,984.4,985.0,972.6,0,953.75,966.55,966.55,966.55,0,1840,90.116,90.155,90.455,89.895,35270,0,21.799999,22.02,21.65,21.68,21.565895,51192400,12.42,12.44,12.08,12.09,12.09,27259500 +2018-02-09,124.650002,125.139999,124.389999,124.769997,124.769997,14140700,260.799988,263.609985,252.919998,261.5,256.625458,283565300,23992.66992,24382.14063,23360.28906,24190.90039,24190.90039,735030000,6.15,6.2,5.65,5.7,5.7,2998200,1.2235,1.2245,1.2289,1.2206,0,62.79,64.44,64.64,61.77,399500,0,59.09,60.52,60.78,58.1,0,37578,37910,38012,37540,14940,0,2.857,2.829,2.864,2.786,1,968.2,978.6,980.4,960.4,0,973.4,959.5,975.0,953.6,1,1840,90.334,90.16,90.45,90.005,34960,1,21.65,21.68,20.84,21.68,21.565895,101763800,12.11,12.14,11.65,11.86,11.86,43183100 +2018-02-12,125.190002,125.82,125.110001,125.370003,125.370003,6984900,263.829987,267.01001,261.660004,265.339996,260.39386,143736000,24337.75977,24765.16016,24290.48047,24601.26953,24601.26953,496610000,5.8,6.05,5.75,5.8,5.8,2608900,1.2292,1.2253,1.2298,1.2234,1,62.59,62.5,64.4,62.5,349670,0,59.55,59.38,60.79,59.23,1,38268,37785,38300,37785,13640,1,2.858,2.902,2.902,2.8280000000000003,1,973.4,970.3,976.0,962.7,1,979.35,976.3,985.35,972.35,1,1830,90.096,90.25,90.31,89.955,19210,0,21.57,22.15,21.43,21.969999,21.854368,70844400,11.98,12.1,11.87,11.89,11.89,16312100 +2018-02-13,125.669998,126.18,125.519997,126.080002,126.080002,5321300,263.970001,266.619995,263.309998,266.0,261.041565,81223600,24540.33008,24705.7207,24421.0293,24640.44922,24640.44922,374410000,5.85,5.9,5.55,5.65,5.65,2528700,1.2352,1.2293,1.2373,1.2285,1,62.72,62.85,63.1,61.76,367260,1,58.97,59.53,59.74,58.43,0,38245,38339,38347,37944,8280,0,2.833,2.855,2.862,2.822,0,978.1,973.0,980.8,972.0,1,982.45,979.35,988.75,976.55,1,1830,89.59200000000001,90.06,90.07,89.49,20990,0,21.99,22.09,21.83,22.0,21.884211,21692900,11.79,11.93,11.71,11.87,11.87,18982100 +2018-02-14,126.470001,128.589996,126.290001,128.229996,128.229996,16416400,264.309998,270.0,264.299988,269.589996,264.564667,120735700,24535.82031,24925.94922,24490.35938,24893.49023,24893.49023,431160000,5.65,6.0,5.55,5.8,5.8,4217400,1.245,1.2352,1.2467,1.2276,1,64.36,62.84,64.58,61.95,349100,1,60.83,58.96,60.91,58.22,1,38672,38265,38765,37777,20930,1,2.9130000000000003,2.833,2.92,2.8080000000000003,1,1001.6,978.2,1002.5,971.2,1,997.75,982.45,999.75,973.3,1,1830,89.005,89.595,90.02,88.835,39240,0,22.01,23.15,21.940001,23.01,22.888895,95516900,11.73,12.23,11.69,12.18,12.18,35759100 +2018-02-15,128.429993,128.570007,127.940002,128.380005,128.380005,7276500,271.570007,273.040009,268.769989,273.02999900000003,267.940521,111200300,25047.82031,25203.94922,24809.41992,25200.36914,25200.36914,416780000,5.85,5.95,5.65,5.8,5.8,3076300,1.2506,1.2449,1.2511,1.2447,1,64.33,64.44,65.15,63.12,292910,0,61.49,60.84,61.65,59.74,1,38509,38700,38840,38180,15850,0,2.906,2.909,2.944,2.882,0,1004.2,1001.9,1009.7,997.0,1,997.7,1001.0,1001.0,1001.0,0,1840,88.505,88.89,88.89,88.445,27690,0,23.07,23.1,22.629999,22.99,22.868999,36155700,12.09,12.36,11.99,12.33,12.33,19248300 +2018-02-16,128.300003,128.699997,127.57,127.959999,127.959999,7956900,272.320007,275.320007,272.269989,273.109985,268.01901200000003,160420100,25165.93945,25432.41992,25149.25977,25219.38086,25219.38086,406730000,5.75,5.9,5.55,5.6,5.6,2217000,1.2406,1.2506,1.2557,1.2394,0,64.84,64.66,65.22,64.19,239580,1,61.65,61.49,61.99,60.89,1,38665,38693,38870,38571,14340,1,2.873,2.909,2.911,2.849,0,1008.8,1004.2,1015.8,1003.1,1,1027.15,1020.2,1026.65,1020.2,1,1850,89.01299999999998,88.5,89.15,88.15,26170,1,22.809999,22.9,22.219999,22.51,22.391527,49081700,12.27,12.44,12.22,12.38,12.38,17782500 +2018-02-20,127.279999,127.400002,126.040001,126.239998,126.239998,11148700,272.02999900000003,273.670013,270.5,271.399994,266.340881,86369700,25124.91016,25179.00977,24884.18945,24964.75,24964.75,421510000,5.65,5.65,5.4,5.45,5.45,1539600,1.2338,1.2409,1.2414,1.232,0,65.25,65.64,65.81,64.78,289170,0,61.73,62.48,62.72,61.52,0,38389,38500,38716,38231,14950,0,2.891,2.891,2.928,2.884,1,1002.2,1008.2,1013.1,1001.4,0,1019.35,1014.0,1025.35,1014.0,0,1850,89.63600000000002,89.165,89.72,89.155,17880,1,22.219999,22.309999,21.84,21.870001,21.754896,47894500,12.42,12.56,12.35,12.39,12.39,21757900 +2018-02-21,126.360001,126.760002,125.440002,125.660004,125.660004,7908800,271.899994,274.720001,269.940002,270.049988,265.016083,98883700,24988.06055,25267.99023,24792.99023,24797.7793,24797.7793,456070000,5.5,5.7,5.45,5.5,5.5,2105700,1.2284,1.2338,1.2361,1.2281,0,65.42,65.05,65.53,64.4,245870,1,61.33,61.73,61.92,61.01,0,38640,38247,38677,38087,16940,1,2.952,2.891,2.957,2.877,1,994.5,1002.2,1004.4,991.0,0,1015.65,1013.1,1013.1,1009.0,0,1850,89.913,89.675,90.06,89.49,23070,1,22.059999,22.459999,21.780001,21.790001,21.675318,40097800,12.33,12.44,12.28,12.29,12.29,11380400 +2018-02-22,125.919998,126.370003,125.879997,126.300003,126.300003,5346300,271.100006,273.049988,269.640015,270.399994,265.359558,110511300,24855.41016,25156.7207,24854.83008,24962.48047,24962.48047,378900000,5.5,5.7,5.45,5.45,5.45,1889100,1.2331,1.2283,1.2354,1.226,1,66.39,64.91,66.56,64.62,253000,1,62.73,61.31,63.16,60.88,1,38695,38467,38770,38250,16330,1,2.919,2.946,2.948,2.904,0,1000.1,995.3,1001.4,987.4,1,1026.9,1021.35,1026.1,1020.75,1,1850,89.656,90.055,90.17,89.56,24080,0,21.940001,22.040001,21.719999,21.73,21.615631,27068100,12.46,12.69,12.38,12.59,12.59,19294700 +2018-02-23,126.059998,126.300003,125.849998,126.139999,126.139999,4239700,271.790009,274.709991,271.25,274.709991,269.589203,92766400,25050.50977,25313.91016,25028.73047,25309.99023,25309.99023,335420000,5.45,5.5,5.4,5.4,5.4,1113900,1.2293,1.2329,1.2337,1.2279,0,67.31,66.3,67.37,65.79,201720,1,63.65,62.73,63.8,62.41,1,38403,38550,38579,38353,11420,0,2.866,2.926,2.937,2.861,0,998.1,999.8,1002.3,992.0,0,1034.3,1028.85,1033.3,1021.8,1,1860,89.80799999999998,89.705,89.99,89.69,16560,1,21.75,21.99,21.67,21.969999,21.854368,24782000,12.61,12.82,12.6,12.77,12.77,18401000 +2018-02-26,126.449997,126.620003,126.18,126.449997,126.449997,3194300,275.929993,278.01001,275.26001,277.899994,272.719757,86491400,25403.34961,25732.80078,25398.56055,25709.26953,25709.26953,473360000,5.45,5.6,5.4,5.55,5.55,981500,1.2318,1.2299,1.2356,1.2278,1,67.5,67.29,67.9,66.72,188300,1,64.05,63.66,64.3,63.13,1,38508,38576,38725,38275,14200,1,2.864,2.875,2.875,2.8310000000000004,0,1002.2,997.3,1010.0,996.6,1,1048.4,1042.3,1048.25,1041.5,1,1860,89.79,89.88,90.0,89.425,20830,0,22.08,22.25,22.01,22.18,22.063263,30234300,12.73,12.92,12.68,12.86,12.86,13987400 +2018-02-27,126.059998,126.150002,124.589996,125.129997,125.129997,7082300,278.109985,278.920013,274.359985,274.429993,269.314423,99099200,25735.7793,25800.34961,25407.83008,25410.0293,25410.0293,438390000,5.55,5.55,5.3,5.3,5.3,1177600,1.2232,1.2317,1.2348,1.2221,0,66.63,67.57,67.61,66.32,106340,0,62.89,64.03,64.14,62.71,0,38172,38559,38624,38072,18490,0,2.901,2.861,2.925,2.85,1,985.3,1002.4,1005.0,983.1,0,1023.4,1049.6,1049.6,1023.5,0,1860,90.28,89.675,90.435,89.62,29720,1,21.969999,21.969999,21.35,21.49,21.376894,69407300,12.84,12.85,12.61,12.65,12.65,17031600 +2018-02-28,125.089996,125.459999,124.809998,125.0,125.0,4534900,275.679993,276.190002,271.290009,271.649994,266.586273,121907800,25485.15039,25576.15039,25022.41992,25029.19922,25029.19922,451870000,5.35,5.5,5.3,5.3,5.3,1347900,1.2194,1.2232,1.2243,1.2188,0,65.78,66.41,66.87,65.43,27390,0,61.52,62.88,63.47,61.44,0,38246,38060,38345,38060,14420,1,2.864,2.901,2.912,2.862,0,984.8,984.9,989.5,978.5,0,1031.95,1026.35,1027.55,1026.35,1,0,90.551,90.305,90.65,90.245,24710,1,21.540001,21.620001,21.35,21.35,21.237633,33039000,12.71,12.76,12.34,12.37,12.37,27806400 +2018-03-01,124.150002,125.309998,123.580002,124.720001,124.720001,12910100,271.410004,273.170013,266.0,267.700012,262.709869,176855100,25024.03906,25185.34961,24442.56055,24608.98047,24608.98047,506280000,5.25,5.6,5.25,5.45,5.45,2192400,1.2268,1.2193,1.2272,1.2153,1,63.83,64.57,65.04,63.19,340970,0,61.3,60.75,61.59,60.44,0,38041,38051,38155,37800,3710,0,2.8110000000000004,2.866,2.875,2.795,0,970.0,984.8,985.3,956.5,0,968.45,1015.25,1015.25,965.95,0,1870,90.281,90.655,90.885,90.16,39780,0,21.120001,21.639999,20.940001,21.57,21.456474,59170800,12.26,12.38,12.11,12.35,12.35,25910900 +2018-03-02,125.669998,125.690002,124.970001,125.389999,125.389999,9994300,265.799988,269.720001,264.820007,269.079987,264.064148,139083200,24394.91016,24592.46094,24217.75977,24538.06055,24538.06055,437130000,5.6,5.65,5.35,5.5,5.5,2117600,1.2317,1.2266,1.2336,1.225,1,64.37,64.07,64.64,63.2,266380,1,61.52,61.29,61.64,60.2,1,38335,38379,38599,37450,340,1,2.8680000000000003,2.819,2.87,2.793,1,967.4,970.0,971.3,961.5,0,980.7,980.1,984.45,969.1,1,1870,89.906,90.2,90.26,89.835,25820,0,21.77,21.889999,21.469999,21.49,21.376894,25906400,12.22,12.37,12.1,12.37,12.37,18037700 +2018-03-05,125.349998,125.480003,124.959999,125.18,125.18,5778300,267.730011,272.890015,267.609985,272.190002,267.11618,97307400,24471.31055,24961.0,24387.15039,24874.75977,24874.75977,383910000,5.55,5.75,5.45,5.7,5.7,1472500,1.2336,1.2323,1.2366,1.2268,1,65.54,64.65,65.88,64.1,261060,1,62.65,61.62,62.84,61.16,1,38074,38460,38541,38058,210,0,2.883,2.85,2.897,2.81,1,964.6,969.7,974.0,957.0,0,972.6,981.05,981.05,969.0,0,1870,90.041,89.83,90.19,89.65,24450,1,21.440001,21.65,21.309999,21.65,21.536053,38419800,12.33,12.63,12.32,12.59,12.59,19666800 +2018-03-06,126.199997,126.959999,126.129997,126.529999,126.529999,8676800,273.299988,273.390015,271.179993,272.880005,267.793335,79213200,24965.89063,24995.24023,24708.41016,24884.11914,24884.11914,331770000,5.85,5.9,5.7,5.7,5.7,1176400,1.2404,1.2336,1.2422,1.2328,1,65.79,65.74,66.16,65.3,199790,1,62.08,62.66,63.31,62.01,0,39281,38680,39499,38640,19640,1,2.886,2.88,2.906,2.857,1,971.3,964.3,976.2,960.8,1,973.4,977.95,981.0,964.9,1,1860,89.59,89.92,90.035,89.47,32810,0,21.940001,22.25,21.9,22.01,21.894157,53458700,12.62,12.64,12.51,12.57,12.57,18055900 +2018-03-07,126.220001,126.290001,125.419998,125.720001,125.720001,5158700,270.420013,273.179993,270.200012,272.77999900000003,267.695221,87063500,24758.15039,24849.67969,24535.11914,24801.35938,24801.35938,394070000,5.75,5.8,5.45,5.5,5.5,1146000,1.2413,1.2404,1.2445,1.2385,1,64.34,65.23,65.8,63.83,332910,0,61.34,62.07,62.62,60.63,0,38712,39264,39282,38640,18410,0,2.881,2.8480000000000003,2.888,2.842,0,955.1,971.3,973.1,952.1,0,956.65,970.0,972.1,959.9,0,1860,89.60700000000001,89.49,89.745,89.33,23590,1,21.98,22.059999,21.51,21.57,21.456474,42129900,12.48,12.59,12.19,12.35,12.35,24957700 +2018-03-08,125.690002,125.699997,125.129997,125.419998,125.419998,3474900,273.549988,274.23999,272.420013,274.100006,268.990601,66901200,24853.41016,24950.49023,24703.05078,24895.21094,24895.21094,327300000,5.5,5.5,5.35,5.4,5.4,1824900,1.2312,1.2411,1.2448,1.2298,0,63.61,64.51,64.56,63.43,294790,0,60.32,61.34,61.44,60.03,0,38759,38775,38888,38650,11860,1,2.857,2.885,2.892,2.8480000000000003,0,953.6,954.3,959.9,947.1,0,962.5,958.1,977.2,958.1,1,1860,90.156,89.585,90.215,89.42,31830,1,21.65,21.700001,21.440001,21.65,21.536053,18596900,12.32,12.33,12.08,12.15,12.15,23049800 +2018-03-09,124.940002,125.690002,124.779999,125.540001,125.540001,5066800,275.700012,278.869995,275.339996,278.869995,273.671661,113625300,25004.89063,25336.33008,25004.89063,25335.74023,25335.74023,371570000,5.45,5.65,5.4,5.55,5.55,2326800,1.2307,1.2312,1.2336,1.2273,0,65.49,63.93,65.63,63.69,286490,1,62.18,60.33,62.2,60.17,1,38947,38633,39143,38550,19410,1,2.8960000000000004,2.872,2.914,2.8680000000000003,1,966.9,953.8,967.0,948.7,1,982.65,967.5,984.0,967.5,1,1860,90.065,90.175,90.365,89.965,25550,0,21.52,21.77,21.42,21.57,21.456474,23402900,12.27,12.5,12.26,12.47,12.47,19384800 +2018-03-12,125.040001,125.57,124.839996,125.540001,125.540001,2884300,279.200012,279.910004,278.079987,278.519989,273.328217,71924800,25372.43945,25449.15039,25152.01953,25178.60938,25178.60938,362580000,5.6,5.65,5.45,5.55,5.55,1588400,1.2334,1.2311,1.2347,1.2291,1,64.95,65.5,65.86,64.18,240030,0,61.31,62.19,62.35,60.7,0,38755,38925,38925,38655,11380,0,2.866,2.905,2.91,2.863,0,966.1,966.4,968.7,958.1,0,962.15,984.0,984.0,964.05,0,1860,89.867,90.065,90.165,89.815,23380,0,21.459999,21.790001,21.35,21.76,21.645473000000006,32577300,12.41,12.44,12.22,12.37,12.37,17481100 +2018-03-13,125.669998,125.989998,125.050003,125.779999,125.779999,4798300,279.839996,280.410004,276.02999900000003,276.720001,271.56176800000003,91968900,25257.75,25376.40039,24947.5,25007.0293,25007.0293,447880000,5.55,5.65,5.4,5.4,5.4,1769900,1.239,1.2334,1.2408,1.2314,1,64.64,64.92,65.68,64.05,320570,0,60.89,61.33,61.98,60.3,0,38821,38718,38945,38620,13280,1,2.844,2.872,2.883,2.83,0,967.6,966.1,972.9,962.1,1,985.5,967.9,985.2,967.0,1,1865,89.64299999999999,89.87,90.09,89.565,27200,0,21.780001,21.889999,21.559999,21.67,21.555948,17335400,12.31,12.5,12.15,12.24,12.24,24193900 +2018-03-14,125.489998,125.760002,125.339996,125.699997,125.699997,3777000,277.809998,278.019989,274.670013,275.299988,270.168213,105895100,25086.9707,25130.11914,24668.83008,24758.11914,24758.11914,356830000,5.4,5.55,5.35,5.45,5.45,1728500,1.2367,1.239,1.2414,1.2347,0,64.89,64.73,65.21,64.06,267590,1,60.95,60.91,61.34,60.14,1,38757,38930,39076,38735,12020,0,2.819,2.841,2.857,2.801,0,963.3,967.5,974.8,961.2,0,979.9,984.0,994.9,978.5,0,1885,89.68700000000003,89.685,89.875,89.54,24990,1,21.68,21.82,21.639999,21.73,21.615631,16708700,12.28,12.34,12.14,12.28,12.28,18557000 +2018-03-15,125.120003,125.209999,124.720001,124.900002,124.900002,6130100,275.880005,276.609985,274.429993,275.0,269.873779,83433000,24837.28906,25053.86914,24753.28906,24873.66016,24873.66016,316310000,5.4,5.45,5.25,5.45,5.45,2715600,1.2305,1.2366,1.2385,1.2299,0,65.12,64.9,65.38,64.61,208590,1,61.26,60.97,61.55,60.84,1,38587,38852,38852,38450,13220,0,2.826,2.819,2.835,2.797,1,955.3,963.3,965.6,953.8,0,976.4,983.7,983.95,972.75,0,1900,90.126,89.695,90.165,89.62,21070,1,21.57,21.65,21.41,21.450001,21.337107,30524800,12.35,12.42,12.29,12.34,12.34,11738900 +2018-03-16,124.839996,124.870003,124.209999,124.599998,124.599998,7402200,274.5,275.390015,274.140015,274.200012,270.166473,100343700,24877.33984,25031.0,24857.08984,24946.50977,24946.50977,654240000,5.4,5.5,5.3,5.35,5.35,6211900,1.2289,1.2305,1.2338,1.2261,0,66.21,65.07,66.42,64.88,264210,1,62.26,61.25,62.55,61.09,1,38358,38511,38700,38171,14730,0,2.845,2.83,2.859,2.81,1,950.9,955.4,960.0,945.9,0,983.55,981.4,985.95,974.0,1,1920,90.212,90.12,90.375,89.875,9390,1,21.440001,21.530001,21.25,21.43,21.317211,20880700,12.35,12.62,12.32,12.55,12.55,27880700 +2018-03-19,124.57,125.160004,124.419998,124.870003,124.870003,4335400,273.350006,274.399994,268.619995,270.48999,266.510986,109208400,24893.68945,24893.68945,24453.14063,24610.91016,24610.91016,377990000,5.4,5.5,5.3,5.3,5.3,1975500,1.2335,1.2284,1.2361,1.2258,1,66.05,66.01,66.39,65.39,272420,0,62.14,62.12,62.35,61.38,1,38520,38294,38550,38201,11490,1,2.8560000000000003,2.857,2.879,2.833,1,954.7,950.2,958.2,942.1,1,982.7,985.0,987.95,985.0,0,1945,89.98299999999998,90.18,90.35,89.97,1710,0,21.41,21.559999,21.219999,21.51,21.39679,30109500,12.57,12.58,12.39,12.55,12.55,22842900 +2018-03-20,124.410004,124.550003,123.959999,124.309998,124.309998,3399400,270.940002,271.670013,270.179993,270.950012,266.964264,59757300,24650.64063,24803.60938,24650.64063,24727.26953,24727.26953,342510000,5.3,5.35,5.15,5.15,5.15,1806400,1.2242,1.2335,1.2356,1.2239,0,67.42,66.15,67.88,66.15,326470,1,63.66,62.15,63.89,62.14,1,38216,38449,38480,38101,11480,0,2.9,2.855,2.901,2.852,1,943.9,954.7,957.3,942.9,0,971.2,984.45,984.5,968.05,0,1970,89.954,89.47,90.025,89.41,18110,0,21.32,21.41,21.16,21.27,21.158052,40842100,12.76,12.9,12.71,12.81,12.81,18254700 +2018-03-21,125.400002,126.760002,125.029999,126.480003,126.480003,12532000,270.899994,273.269989,270.190002,270.429993,266.451904,78709600,24723.49023,24977.65039,24655.40039,24682.31055,24682.31055,343230000,5.25,5.3,5.1,5.2,5.2,2922900,1.2338,1.2242,1.2351,1.2241,1,69.47,67.61,69.86,67.48,401050,1,65.3,63.67,65.62,63.51,1,38690,38350,38825,38234,18490,1,2.881,2.89,2.9360000000000004,2.87,0,959.9,943.9,960.8,943.8,1,981.65,974.1,984.9,972.0,1,1985,89.369,89.98,89.985,89.215,32860,0,21.469999,22.02,21.379999,21.860001,21.744947,77132100,12.96,13.21,12.93,13.18,13.18,23088200 +2018-03-22,126.089996,126.339996,125.639999,125.980003,125.980003,5298700,267.910004,268.869995,263.359985,263.670013,259.791351,148785900,24526.00977,24526.00977,23938.74023,23957.89063,23957.89063,439280000,4.95,5.05,4.6,4.6,4.6,4670800,1.2302,1.2337,1.2389,1.2285,0,68.91,69.63,69.7,68.58,286630,0,64.47,65.31,65.36,64.03,0,38577,38785,38933,38503,14210,0,2.823,2.881,2.889,2.799,0,950.8,959.9,963.7,945.8,0,976.95,983.55,983.55,963.5,0,1995,89.473,89.265,89.575,88.99,26350,1,21.74,21.84,21.49,21.5,21.386843,34294500,13.01,13.05,12.93,12.95,12.95,15731600 +2018-03-23,127.82,128.059998,127.610001,127.610001,127.610001,12025900,264.170013,264.540009,257.829987,258.049988,254.253998,183534800,23995.17969,24108.4707,23509.06055,23533.19922,23533.19922,482550000,4.85,4.9,4.5,4.5,4.5,2472100,1.2353,1.2302,1.2375,1.2301,1,70.45,69.11,70.57,68.87,283010,1,65.75,64.48,65.91,64.33,1,38874,38675,38989,38675,15160,1,2.813,2.806,2.852,2.792,0,949.6,950.8,960.3,947.1,0,967.0,978.1,979.0,967.15,0,1995,89.03299999999999,89.325,89.345,88.975,22740,0,22.059999,22.360001,22.02,22.120001,22.00358,74162800,13.09,13.3,13.08,13.28,13.28,18159100 +2018-03-26,128.050003,128.580002,128.009995,128.279999,128.279999,6169800,262.130005,265.429993,259.410004,265.109985,261.210175,141956100,23825.74023,24232.30078,23741.2207,24202.59961,24202.59961,479540000,4.65,4.65,4.25,4.35,4.35,3037300,1.2443,1.2348,1.2463,1.2341,1,70.12,70.43,71.05,69.67,183690,0,65.5,66.33,66.38,65.02,0,38955,38844,39181,38737,12510,1,2.852,2.819,2.8560000000000003,2.815,1,960.0,956.0,963.8,953.3,1,961.7,969.95,973.0,965.9,0,1995,88.604,89.04,89.105,88.56,25800,0,22.309999,22.51,22.26,22.440001,22.321896,44428800,13.23,13.28,13.12,13.21,13.21,24974700 +2018-03-27,127.230003,127.620003,127.050003,127.489998,127.489998,6180700,266.170013,266.769989,258.839996,260.600006,256.76651,129941400,24276.61914,24446.2207,23708.73047,23857.71094,23857.71094,524480000,4.3,4.35,4.0,4.2,4.2,3567700,1.2403,1.2444,1.2478,1.2373,0,70.11,70.13,71.03,69.45,131390,0,64.75,65.52,66.33,64.48,0,38664,39076,39138,38584,15040,0,2.775,2.854,2.859,2.77,0,952.1,960.0,967.4,945.0,0,966.65,967.1,968.1,965.0,1,2025,88.98299999999998,88.625,89.25,88.53,24990,1,22.1,22.27,21.950001,21.99,21.874264,50314200,13.28,13.29,13.04,13.08,13.08,20617300 +2018-03-28,126.480003,126.610001,125.510002,125.730003,125.730003,10254900,260.75,262.640015,258.579987,259.829987,256.007782,146452300,23883.08008,24092.4707,23728.66992,23848.41992,23848.41992,530040000,4.15,4.3,4.05,4.05,4.05,1713500,1.2308,1.2403,1.2424,1.23,0,69.53,69.72,70.25,68.78,141890,0,64.61,64.76,65.05,63.66,0,38308,38660,38732,38270,14900,0,2.783,2.781,2.79,2.7430000000000003,1,945.0,952.1,953.6,938.8,0,958.2,964.25,965.6,955.55,0,2040,89.719,88.97,89.82,88.895,32560,1,21.870001,21.9,21.559999,21.66,21.546,57399700,13.02,13.13,12.85,13.04,13.04,18983200 +2018-03-29,125.419998,125.809998,125.309998,125.790001,125.790001,7102000,261.119995,265.26001,259.839996,263.149994,259.278992,111601600,23949.17969,24314.30078,23928.13086,24103.10938,24103.10938,463550000,4.2,4.25,4.05,4.2,4.2,1938400,1.2302,1.2308,1.2335,1.2282,0,70.27,69.86,70.44,69.1,25290,1,64.86,64.61,65.19,64.11,1,38322,38295,38369,38180,5940,1,2.741,2.784,2.792,2.739,0,936.6,945.0,946.6,931.9,0,938.65,960.5,960.5,933.0,0,2040,89.81200000000003,89.725,89.84,89.575,17760,1,21.639999,21.99,21.629999,21.98,21.864315,36064900,12.99,13.16,12.94,13.09,13.09,16318400 +2018-04-02,126.650002,127.540001,126.379997,127.260002,127.260002,11421100,262.549988,263.130005,254.669998,257.470001,253.682541,186286300,24076.59961,24123.80078,23344.51953,23644.18945,23644.18945,509820000,4.25,4.3,4.1,4.15,4.15,2523500,1.2302,1.2323,1.2346,1.2282,0,67.64,69.32,70.04,67.49,190050,0,63.02,65.05,65.36,62.79,0,39030,38378,39054,38378,19340,1,2.733,2.759,2.773,2.717,0,939.3,939.5,944.4,935.3,0,923.05,944.1,944.1,921.35,0,2040,89.706,89.68,89.81,89.41,13280,0,22.190001,22.440001,22.110001,22.23,22.112999,38852500,12.98,12.98,12.7,12.74,12.74,19311400 +2018-04-03,126.540001,126.589996,126.010002,126.300003,126.300003,6083700,258.869995,261.309998,256.839996,260.769989,256.934021,119956900,23698.33008,24044.34961,23664.33008,24033.35938,24033.35938,394130000,4.2,4.6,4.15,4.55,4.55,3091400,1.227,1.2304,1.2336,1.2253,0,68.12,67.63,68.46,67.62,232260,1,63.48,63.02,63.78,62.98,1,38417,38818,38847,38339,19550,0,2.781,2.737,2.79,2.735,1,929.3,939.3,940.8,921.5,0,923.4,921.7,935.0,921.2,1,2040,89.859,89.73,89.945,89.515,19800,1,22.030001,22.1,21.83,21.91,21.794683,32183100,12.78,12.86,12.72,12.81,12.81,9174600 +2018-04-04,127.5,127.529999,126.32,126.449997,126.449997,7488300,256.75,264.359985,256.600006,263.559998,259.682953,123715300,23654.15039,24308.96094,23523.16016,24264.30078,24264.30078,388540000,5.0,5.1,4.55,4.65,4.65,3525200,1.2278,1.2269,1.2315,1.2256,1,68.02,68.15,68.28,66.69,361480,0,63.61,63.5,63.66,62.03,1,38212,38485,38709,38132,21880,0,2.8080000000000003,2.773,2.81,2.748,1,920.7,929.3,929.9,916.7,0,914.05,922.6,922.8,906.15,0,2040,89.78299999999999,89.8,89.895,89.57,15110,0,22.17,22.18,21.82,21.870001,21.754896,21864000,12.55,12.83,12.52,12.82,12.82,20310800 +2018-04-05,125.449997,126.080002,125.43,125.800003,125.800003,5333000,265.549988,266.640015,264.320007,265.640015,261.732361,82652600,24313.91016,24622.25977,24313.91016,24505.2207,24505.2207,347790000,4.7,4.85,4.6,4.75,4.75,2274000,1.224,1.2278,1.2292,1.2218,0,68.33,68.36,68.93,67.73,270820,1,63.12,63.62,64.08,62.83,0,38226,38135,38299,37940,16480,1,2.834,2.8080000000000003,2.838,2.805,1,916.8,920.6,922.4,910.5,0,896.6,917.65,918.95,892.85,0,2040,90.154,89.745,90.27,89.74,25720,1,21.709999,21.99,21.68,21.969999,21.854368,21917200,12.82,12.94,12.74,12.83,12.83,17246300 +2018-04-06,126.57,126.599998,126.129997,126.389999,126.389999,6121200,263.420013,265.109985,258.0,259.720001,255.899429,179521200,24373.59961,24434.40039,23738.19922,23932.75977,23932.75977,395990000,4.8,4.95,4.75,4.9,4.9,2814300,1.2283,1.224,1.2292,1.2214,1,67.11,68.09,68.62,66.86,296090,0,61.89,63.14,63.63,61.77,0,38235,38290,38463,38093,20450,1,2.775,2.817,2.83,2.768,0,920.6,916.8,920.6,910.3,1,892.3,894.3,905.95,889.8,0,2040,89.78200000000002,90.07,90.295,89.745,22630,0,22.139999,22.190001,22.02,22.07,21.953842,28824100,12.8,12.85,12.47,12.51,12.51,25180100 +2018-04-09,126.449997,126.860001,126.230003,126.82,126.82,4189900,261.369995,264.839996,259.940002,261.0,257.160614,105442900,24037.51953,24373.17969,23954.83008,23979.09961,23979.09961,380790000,4.95,5.0,4.8,4.85,4.85,3610600,1.2321,1.2279,1.2331,1.2261,1,68.65,67.1,68.8,67.0,257500,1,63.26,62.14,63.58,62.06,1,38545,38359,38572,38191,12850,1,2.781,2.786,2.814,2.772,0,937.0,923.9,940.5,920.0,1,928.85,899.9,930.0,899.9,1,2040,89.53399999999998,89.85,89.98,89.51,22270,0,22.09,22.190001,21.84,21.98,21.864315,26503600,12.69,12.83,12.67,12.77,12.77,12814100 +2018-04-10,127.019997,127.309998,126.669998,127.120003,127.120003,5268800,264.269989,266.040009,262.980011,265.149994,261.249573,103529000,24198.94922,24511.34961,24198.94922,24408.0,24408.0,368590000,4.95,4.95,4.75,4.9,4.9,2875700,1.2356,1.232,1.2379,1.2303,1,71.04,68.46,71.34,68.46,452340,1,65.62,63.25,65.83,63.19,1,38720,38416,38834,38382,13090,1,2.801,2.783,2.812,2.779,1,935.9,937.3,940.4,928.0,0,944.5,922.3,950.1,922.3,1,2050,89.28,89.545,89.665,89.23,21990,0,22.17,22.41,22.139999,22.26,22.142843,34933700,13.02,13.27,13.02,13.25,13.25,23747600 +2018-04-11,128.089996,129.470001,127.779999,128.110001,128.110001,12348600,263.470001,265.640015,263.390015,263.76001,259.880035,91140200,24274.18945,24366.57031,24150.86914,24189.44922,24189.44922,286360000,5.0,5.15,4.95,5.05,5.05,1705900,1.2367,1.2357,1.2397,1.2347,1,72.06,71.03,73.09,70.57,495410,1,66.8,65.61,67.36,65.13,1,39181,38730,39459,38711,23220,1,2.779,2.803,2.805,2.755,0,936.1,935.7,946.0,931.3,1,956.15,942.0,959.95,941.15,1,2070,89.25299999999999,89.28,89.365,89.02,18440,0,22.469999,23.049999,22.459999,22.75,22.630264,73378100,13.3,13.59,13.25,13.45,13.45,24684500 +2018-04-12,127.25,127.339996,126.470001,126.620003,126.620003,8141300,265.26001,267.0,265.059998,265.929993,262.018097,68890500,24302.82031,24592.11914,24302.82031,24483.05078,24483.05078,336130000,5.0,5.05,4.85,4.9,4.9,4743900,1.2327,1.2368,1.2382,1.23,0,72.02,72.09,72.49,71.1,330210,0,66.83,66.81,67.3,65.98,1,38668,39049,39114,38640,15690,0,2.843,2.783,2.843,2.772,1,932.0,936.1,937.3,927.6,0,954.25,946.2,956.6,933.2,0,2080,89.456,89.21,89.675,89.16,23610,1,22.549999,22.68,22.440001,22.469999,22.351736,38282400,13.4,13.54,13.3,13.52,13.52,14872000 +2018-04-13,127.07,127.75,127.029999,127.449997,127.449997,6821300,267.410004,267.540009,264.01001,265.149994,261.249573,85079200,24582.82031,24646.44922,24243.74023,24360.14063,24360.14063,331890000,4.8,4.9,4.65,4.7,4.7,4548000,1.2331,1.2327,1.2348,1.2307,1,72.58,71.94,72.88,71.56,328500,1,67.31,66.86,67.72,66.69,1,38927,38817,39040,38570,12800,1,2.825,2.827,2.849,2.8160000000000003,0,934.3,932.0,937.6,930.7,1,976.05,952.5,979.65,952.0,1,2095,89.50299999999999,89.46,89.59,89.37,12800,1,22.68,23.049999,22.66,22.889999,22.769526000000006,45733700,13.55,13.64,13.5,13.55,13.55,14162800 +2018-04-16,127.739998,128.050003,127.57,127.629997,127.629997,4600000,267.0,268.200012,266.070007,267.329987,263.397491,63405300,24483.15039,24675.35938,24480.19922,24573.03906,24573.03906,305070000,4.75,4.9,4.7,4.85,4.85,5473100,1.238,1.233,1.2395,1.2325,1,71.42,72.7,72.85,71.11,297440,0,66.42,67.13,67.14,66.14,0,39102,39039,39290,38855,11940,1,2.829,2.841,2.865,2.825,0,933.3,934.2,938.1,929.5,0,997.2,976.6,998.0,972.95,1,2095,89.135,89.5,89.555,89.085,17090,0,22.98,22.98,22.690001,22.799999,22.68,33914400,13.49,13.5,13.34,13.38,13.38,14024600 +2018-04-17,127.019997,127.779999,127.0,127.75,127.75,4184100,269.329987,270.869995,268.75,270.190002,266.21542400000004,64682000,24681.78906,24858.9707,24681.78906,24786.63086,24786.63086,342410000,4.85,4.95,4.7,4.9,4.9,3262700,1.237,1.2378,1.2413,1.2335,0,71.58,71.65,71.89,70.83,315040,1,66.59,66.44,66.73,65.56,1,39360,39065,39418,39021,16540,1,2.83,2.832,2.849,2.814,1,939.0,933.3,940.4,925.0,1,999.05,990.05,1001.1,970.95,1,2095,89.228,89.115,89.385,88.945,14990,1,22.73,23.01,22.67,22.93,22.809317,26116200,13.27,13.44,13.24,13.41,13.41,13155100 +2018-04-18,128.320007,128.53999299999998,127.75,127.849998,127.849998,6755600,270.690002,271.299988,269.869995,270.390015,266.412506,57303900,24820.84961,24832.53906,24721.08984,24748.07031,24748.07031,302030000,4.95,5.05,4.85,4.95,4.95,1823100,1.2373,1.2369,1.2398,1.2343,1,73.48,71.72,73.93,71.66,352650,1,68.75,66.61,68.89,66.61,1,40365,39321,40439,39291,22630,1,2.875,2.829,2.8760000000000003,2.823,1,946.5,939.0,952.3,938.6,1,1027.5,998.0,1030.15,997.0,1,2100,89.34700000000002,89.225,89.5,89.165,19770,1,23.129999,23.309999,22.959999,22.98,22.859053,55934600,13.7,13.9,13.64,13.88,13.88,26579100 +2018-04-19,127.809998,127.879997,127.129997,127.599998,127.599998,8736100,269.649994,269.880005,267.720001,268.890015,264.93457,77655900,24711.30078,24762.48047,24557.0293,24664.89063,24664.89063,381110000,5.0,5.05,4.8,4.9,4.9,1955800,1.2346,1.2373,1.2402,1.2329,0,73.78,73.72,74.75,73.46,393960,1,68.39,68.74,69.55,68.0,0,40635,40391,40769,40188,21160,1,2.9130000000000003,2.875,2.934,2.862,1,938.0,946.5,957.0,936.1,0,1018.5,1018.25,1039.45,1007.15,0,2115,89.695,89.355,89.71,89.235,24760,1,23.1,23.18,22.82,23.059999,22.938631,33413200,13.95,14.0,13.72,13.77,13.77,17428400 +2018-04-20,126.690002,126.970001,126.550003,126.629997,126.629997,10403100,268.809998,269.059998,265.609985,266.609985,262.68808,99953100,24657.39063,24678.07031,24375.03906,24462.93945,24462.93945,537770000,4.85,4.9,4.75,4.9,4.9,1957500,1.2288,1.2346,1.2354,1.225,0,74.06,73.94,74.2,72.83,371900,1,68.09,68.36,68.64,67.48,0,40479,40452,40560,40156,11440,0,2.96,2.917,2.962,2.904,1,929.4,938.0,939.7,929.3,0,1022.3,1003.3,1024.3,997.6,1,2120,90.075,89.655,90.245,89.64,31760,1,22.82,22.85,22.59,22.709999,22.590473,47975800,13.66,13.84,13.62,13.75,13.75,11831000 +2018-04-23,125.620003,125.760002,125.339996,125.620003,125.620003,6921500,267.26001,267.890015,265.350006,266.570007,262.648682,65558000,24488.07031,24536.89063,24328.53906,24448.68945,24448.68945,351030000,4.85,4.85,4.65,4.75,4.75,3168900,1.2209,1.2289,1.2292,1.2198,0,74.71,73.77,75.1,73.13,317450,1,68.98,68.25,69.03,67.14,1,39515,40287,40345,39480,18230,0,2.977,2.968,2.998,2.962,1,923.3,928.9,931.1,919.2,0,975.35,1014.45,1016.25,961.65,0,2110,90.705,90.14,90.75,90.08,31080,1,22.5,22.559999,22.370001,22.41,22.292053,38080800,13.61,13.94,13.55,13.92,13.92,16592800 +2018-04-24,125.779999,126.339996,125.669998,126.230003,126.230003,4733100,267.730011,267.980011,261.27999900000003,262.980011,259.111511,112885500,24579.93945,24579.93945,23828.73047,24024.13086,24024.13086,468180000,4.75,4.75,4.65,4.7,4.7,1058800,1.2232,1.2209,1.2247,1.2182,1,73.86,75.09,75.47,73.68,330600,0,67.83,69.0,69.36,67.55,0,39586,39510,39675,39301,10860,1,2.999,2.975,3.003,2.957,1,934.0,923.3,937.6,918.7,1,967.05,973.1,977.2,954.15,0,2090,90.537,90.695,90.85,90.475,24270,0,22.540001,22.75,22.49,22.700001,22.580526000000006,35369700,13.85,14.0,13.63,13.68,13.68,20080400 +2018-04-25,125.230003,125.510002,125.059998,125.410004,125.410004,5985700,262.910004,264.130005,260.850006,263.630005,259.751923,103840900,24070.19922,24146.33984,23823.08008,24083.83008,24083.83008,437100000,4.7,4.8,4.65,4.75,4.75,2010900,1.2161,1.2232,1.224,1.216,0,74.0,74.0,74.19,73.17,275130,1,68.22,67.83,68.31,67.11,1,39490,39655,39684,39420,9670,0,3.031,2.994,3.035,2.99,1,914.7,933.9,934.0,911.4,0,962.8,958.0,964.0,948.4,0,2060,90.953,90.54,91.035,90.515,26430,1,22.43,22.66,22.32,22.5,22.381578,27986500,13.69,13.76,13.55,13.72,13.72,13658500 +2018-04-26,125.540001,125.57,124.690002,124.970001,124.970001,7517100,264.790009,267.25,264.290009,266.309998,262.392517,67731900,24128.7207,24402.46094,24128.7207,24322.33984,24322.33984,390360000,4.8,4.85,4.7,4.7,4.7,1291300,1.2103,1.2161,1.2211,1.2096,0,74.74,74.23,74.97,74.11,179480,1,68.11,68.2,68.77,67.72,0,39343,39436,39487,39130,11010,0,2.983,3.024,3.033,2.9810000000000003,0,910.2,914.8,919.3,908.0,0,974.05,965.0,982.0,957.0,1,2060,91.365,91.005,91.44,90.745,38970,1,22.59,22.690001,22.440001,22.59,22.471106,27482300,13.83,13.84,13.67,13.77,13.77,17213700 +2018-04-27,125.199997,125.620003,125.169998,125.5,125.5,5654000,267.0,267.339996,265.5,266.559998,262.638824,57053600,24342.14063,24359.38086,24194.44922,24311.18945,24311.18945,392810000,4.65,4.8,4.5,4.8,4.8,2220600,1.213,1.2105,1.2135,1.2055,1,74.64,74.72,75.03,74.35,156530,0,67.98,68.11,68.34,67.64,0,39004,39244,39310,38975,9950,0,2.959,2.987,2.988,2.955,0,916.8,910.1,917.9,906.5,1,958.3,971.95,972.3,957.4,0,2060,91.343,91.385,91.79,91.29,30520,0,22.67,22.76,22.59,22.73,22.610369,24142000,13.68,13.8,13.67,13.73,13.73,12811800 +2018-04-30,124.410004,125.199997,124.190002,124.589996,124.589996,9830600,267.26001,267.890015,264.429993,264.51001,260.618988,82182300,24410.41016,24498.23047,24163.08008,24163.15039,24163.15039,416650000,4.65,4.8,4.65,4.75,4.75,1311900,1.2079,1.2125,1.2141,1.2064,0,75.17,74.62,75.41,73.47,24760,1,68.53,67.98,69.33,67.19,1,38642,38970,38970,38432,12610,0,2.955,2.966,2.972,2.934,0,906.4,916.2,917.5,903.8,0,955.8,961.85,961.85,947.0,0,0,91.63,91.345,91.71,91.28,23560,1,22.43,22.48,22.25,22.280001,22.162737,48350400,13.62,14.0,13.6,13.8,13.8,28937300 +2018-05-01,123.900002,123.980003,123.389999,123.709999,123.709999,7551600,263.869995,265.100006,262.109985,264.980011,261.082092,74203400,24117.28906,24117.28906,23808.18945,24099.05078,24099.05078,380070000,4.7,4.8,4.65,4.65,4.65,2459100,1.1993,1.2076,1.2086,1.1981,0,73.13,74.65,74.98,72.74,360970,0,67.45,68.54,68.84,66.86,0,38271,38402,38715,38005,2120,0,2.968,2.959,2.979,2.949,1,894.6,906.2,907.4,893.2,0,932.5,953.65,955.15,932.05,0,2030,92.255,91.62,92.37,91.595,27410,1,22.139999,22.370001,22.040001,22.309999,22.192579,31639700,13.69,13.7,13.5,13.61,13.61,16092100 +2018-05-02,123.900002,124.540001,123.580002,123.650002,123.650002,7614000,264.76001,265.679993,262.76001,263.200012,259.32827799999995,86368900,24097.63086,24185.51953,23886.30078,23924.98047,23924.98047,385350000,4.65,5.1,4.65,5.1,5.1,3176800,1.1951,1.1992,1.2033,1.1938,0,73.36,73.28,73.63,72.38,347060,1,67.66,67.44,68.13,66.93,1,38809,38648,39030,38623,270,1,2.9760000000000004,2.968,2.9960000000000004,2.957,1,896.5,894.7,902.2,893.2,1,956.2,936.95,962.35,936.95,1,2030,92.339,92.295,92.665,92.04,38900,1,22.389999,22.77,22.299999,22.379999,22.262209,47085300,13.56,13.76,13.51,13.67,13.67,13823000 +2018-05-03,124.660004,124.760002,124.239998,124.279999,124.279999,4857400,262.26001,263.359985,259.049988,262.619995,258.756775,136311500,23836.23047,23996.15039,23531.31055,23930.15039,23930.15039,389240000,5.1,5.2,4.8,4.85,4.85,1522400,1.1988,1.1951,1.2009,1.1946,1,73.62,73.07,74.09,72.47,382140,1,68.51,67.68,68.63,67.22,1,38878,38880,39212,38070,200,1,2.948,2.97,2.978,2.927,0,903.8,896.6,906.6,895.4,1,955.05,956.95,963.65,951.45,0,2030,92.251,92.59,92.6,92.185,23020,0,22.65,22.780001,22.530001,22.65,22.530788,31886800,13.63,13.85,13.58,13.82,13.82,12158000 +2018-05-04,124.099998,124.650002,124.0,124.540001,124.540001,5883600,261.519989,266.790009,261.149994,266.019989,262.106781,91222100,23865.2207,24333.34961,23778.86914,24262.50977,24262.50977,329480000,4.85,5.1,4.85,5.05,5.05,732600,1.196,1.1989,1.1997,1.1911,0,74.87,73.74,75.08,73.24,289860,1,69.78,68.52,69.95,68.13,1,39094,38965,39344,38965,50,1,2.951,2.95,2.965,2.911,1,911.6,903.9,911.6,898.7,1,953.65,951.75,958.8,949.0,0,2030,92.408,92.27,92.755,92.19,25440,1,22.58,22.700001,22.49,22.65,22.530788,25226400,13.83,14.13,13.83,14.09,14.09,18774100 +2018-05-07,124.5,124.699997,124.300003,124.57,124.57,3397500,266.890015,268.019989,266.109985,266.920013,262.993561,55304900,24317.66016,24479.44922,24263.41992,24357.32031,24357.32031,307670000,5.05,5.1,4.9,4.9,4.9,683000,1.1922,1.1953,1.198,1.1898,0,76.17,75.0,76.34,74.83,230470,1,70.02,69.79,70.82,69.51,1,39911,39866,40050,39810,9290,1,2.952,2.951,2.9610000000000003,2.937,0,912.6,911.4,919.9,910.7,1,959.2,959.0,968.3,958.6,1,2030,92.592,92.415,92.825,92.29,19360,1,22.6,22.799999,22.58,22.65,22.530788,18934400,14.19,14.3,14.03,14.1,14.1,28789200 +2018-05-08,124.139999,124.949997,123.790001,124.589996,124.589996,5551100,266.5,267.329987,265.149994,266.920013,262.993561,67499200,24341.34961,24412.33984,24198.33984,24360.21094,24360.21094,344940000,4.9,5.05,4.8,4.9,4.9,1105000,1.1864,1.1924,1.1941,1.1838,0,74.85,75.6,76.18,73.1,519800,0,70.21,70.01,70.36,67.65,1,39797,39913,39933,39530,13750,0,2.972,2.952,2.987,2.944,1,915.7,912.6,915.9,907.8,1,960.6,964.3,966.5,956.0,1,2030,92.958,92.555,93.135,92.505,29980,1,22.530001,22.719999,22.309999,22.68,22.560633,34792300,14.18,14.22,13.66,14.06,14.06,52862500 +2018-05-09,124.449997,124.870003,124.239998,124.330002,124.330002,4405600,267.679993,269.869995,267.089996,269.5,265.53558300000003,59666100,24399.17969,24586.48047,24323.86914,24542.53906,24542.53906,361580000,5.0,5.0,4.8,4.85,4.85,1703300,1.185,1.1863,1.1898,1.1822,0,77.21,76.19,77.43,76.08,364750,1,71.42,70.2,71.5,70.13,1,40079,39949,40270,39800,13650,1,3.006,2.9760000000000004,3.014,2.9760000000000004,1,914.8,915.5,918.6,908.6,0,967.5,962.7,972.7,959.6,1,2030,92.884,92.905,93.26,92.695,26450,0,22.65,22.77,22.59,22.629999,22.510895,24236900,14.27,14.41,14.26,14.37,14.37,19482500 +2018-05-10,125.220001,125.370003,124.75,125.18,125.18,5218400,270.339996,272.390015,270.220001,272.019989,268.018494,72063900,24591.66016,24794.99023,24575.91016,24739.5293,24739.5293,304210000,4.9,4.9,4.8,4.8,4.8,709400,1.1915,1.1852,1.1948,1.1843,1,77.47,77.44,78.0,76.51,314190,1,71.5,71.41,71.86,70.58,1,40390,40111,40500,39922,13560,1,2.964,2.995,2.995,2.948,0,925.8,914.8,929.1,914.4,1,990.7,968.6,994.0,966.7,1,2040,92.516,93.005,93.03,92.39,34750,0,22.82,22.99,22.780001,22.950001,22.829212,40726900,14.38,14.44,14.25,14.41,14.41,15627100 +2018-05-11,125.57,125.589996,124.940002,125.0,125.0,4299200,272.160004,273.149994,271.579987,272.850006,268.836273,59871500,24758.64063,24868.65039,24717.5,24831.16992,24831.16992,274150000,4.75,4.8,4.7,4.75,4.75,940500,1.1944,1.1917,1.197,1.1891,1,77.12,77.55,77.6,76.95,261800,0,70.52,71.52,71.59,70.45,0,40541,40409,40710,40347,10870,1,2.97,2.966,2.982,2.948,1,924.0,925.8,930.5,922.2,0,982.0,990.3,999.5,980.5,0,2065,92.411,92.605,92.71,92.235,20260,0,23.0,23.059999,22.83,22.879999,22.759579,25367500,14.37,14.43,14.24,14.25,14.25,14070000 +2018-05-14,125.160004,125.209999,124.440002,124.489998,124.489998,3753200,273.339996,274.079987,272.359985,272.980011,268.964386,54790600,24879.36914,24994.18945,24862.51953,24899.41016,24899.41016,282860000,4.75,4.85,4.75,4.75,4.75,642400,1.1927,1.1947,1.1998,1.1926,0,78.23,77.05,78.53,76.55,290130,1,71.06,70.66,71.23,70.28,1,40348,40440,40531,40285,8820,0,3.002,2.975,3.004,2.959,1,911.6,924.4,928.8,910.9,0,992.4,982.4,994.2,982.4,1,2100,92.462,92.425,92.55,92.115,17870,1,22.959999,23.0,22.67,22.780001,22.660107,27921100,14.3,14.4,14.29,14.38,14.38,16266500 +2018-05-15,122.82,122.82,122.129997,122.480003,122.480003,10911900,271.589996,271.609985,270.02999900000003,271.100006,267.11203,87036100,24809.55078,24809.55078,24629.39063,24706.41016,24706.41016,301900000,4.75,4.85,4.65,4.75,4.75,623500,1.1838,1.1925,1.1939,1.1817,0,78.43,78.42,79.47,77.9,390920,1,70.97,71.06,71.89,70.44,0,39952,40219,40219,39830,14610,0,3.072,3.004,3.095,2.997,1,898.4,911.7,913.7,896.0,0,980.1,988.3,988.3,959.3,0,2100,93.093,92.53,93.345,92.48,29910,1,22.32,22.379999,22.129999,22.26,22.142843,60869800,14.37,14.44,14.25,14.4,14.4,17895700 +2018-05-16,122.379997,122.610001,122.029999,122.290001,122.290001,4943300,271.140015,272.76001,271.109985,272.23999,268.235229,53942600,24722.32031,24801.18945,24672.78906,24768.92969,24768.92969,280810000,4.75,4.8,4.75,4.75,4.75,424500,1.1807,1.1837,1.1854,1.1762,0,79.28,78.1,79.35,77.61,336570,1,71.55,70.98,71.58,70.67,1,39974,39826,40018,39604,13240,1,3.104,3.07,3.104,3.0580000000000003,1,892.6,898.2,900.9,888.1,0,979.4,974.9,981.0,970.5,0,2120,93.281,93.22,93.515,93.015,28240,1,22.219999,22.370001,22.209999,22.290001,22.172686,29674700,14.34,14.48,14.3,14.46,14.46,13464200 +2018-05-17,122.230003,122.43,122.040001,122.360001,122.360001,7781300,271.940002,273.230011,271.130005,272.01001,268.008667,56536400,24752.40039,24839.49023,24639.40039,24713.98047,24713.98047,314650000,4.8,4.95,4.75,4.9,4.9,757900,1.1795,1.1808,1.1839,1.1775,0,79.3,79.26,80.5,79.12,330170,1,71.58,71.53,72.3,71.11,1,40109,39889,40209,39820,11960,1,3.115,3.0980000000000003,3.122,3.087,1,891.0,892.6,895.4,883.6,0,974.4,979.8,980.2,968.7,0,2175,93.375,93.195,93.48,93.005,21660,1,22.26,22.26,22.129999,22.190001,22.073212,21513100,14.54,14.63,14.4,14.49,14.49,17198900 +2018-05-18,122.050003,122.650002,122.010002,122.410004,122.410004,6837100,271.619995,272.02999900000003,270.929993,271.329987,267.338654,64368000,24707.7207,24774.9707,24664.86914,24715.08984,24715.08984,269700000,5.0,5.1,4.95,5.0,5.0,1456400,1.1778,1.1796,1.1825,1.1749,0,78.51,79.46,79.87,78.33,277280,0,71.39,71.56,71.75,71.0,0,40195,40066,40248,40050,9040,1,3.06,3.119,3.128,3.0580000000000003,0,886.8,890.8,892.5,881.2,0,957.3,971.7,974.0,953.0,0,2200,93.544,93.44,93.74,93.24,19440,1,22.1,22.26,22.030001,22.190001,22.073212,21201900,14.44,14.5,14.37,14.43,14.43,12458100 +2018-05-21,122.160004,122.529999,121.970001,122.480003,122.480003,4126700,273.01001,273.980011,272.570007,273.369995,269.348633,58025900,24883.06055,25086.49023,24883.06055,25013.28906,25013.28906,308920000,5.0,5.05,4.75,4.75,4.75,1363400,1.1791,1.1764,1.1797,1.1717,1,79.22,78.61,79.59,78.1,245770,1,72.44,71.67,72.58,71.25,1,40387,40178,40418,39890,12750,1,3.0580000000000003,3.08,3.084,3.054,0,899.5,886.2,902.7,877.8,1,987.6,955.4,988.0,955.3,1,2225,93.581,93.585,93.965,93.42,22280,1,22.190001,22.34,22.059999,22.33,22.212473000000006,24219400,14.48,14.67,14.47,14.67,14.67,13455100 +2018-05-22,122.699997,122.739998,122.339996,122.410004,122.410004,4579600,273.959991,274.25,272.23999,272.609985,268.599792,52966400,25047.55078,25064.99023,24812.06055,24834.41016,24834.41016,288200000,4.95,5.6,4.9,5.55,5.55,2113200,1.1779,1.1792,1.183,1.1754,0,79.57,79.36,80.49,79.16,305310,1,72.08,72.44,72.8,71.81,0,40495,40258,40740,40223,12630,1,3.063,3.0580000000000003,3.08,3.05,1,908.3,899.5,912.0,896.3,1,984.0,984.3,996.4,979.7,0,2240,93.526,93.46,93.65,93.2,20940,0,22.33,22.450001,22.110001,22.129999,22.013525,29793700,14.65,14.74,14.55,14.56,14.56,19676000 +2018-05-23,122.139999,122.739998,122.110001,122.540001,122.540001,6974600,271.170013,273.390015,270.98999,273.359985,269.338776,61021700,24757.71094,24889.46094,24667.11914,24886.81055,24886.81055,399610000,5.55,5.95,5.55,5.75,5.75,2143100,1.1697,1.1778,1.179,1.1675,0,79.8,79.47,79.85,78.21,292970,1,71.75,72.09,72.16,71.11,0,40274,40506,40689,40180,17180,0,2.994,3.0580000000000003,3.065,2.99,0,904.6,908.3,910.4,898.5,0,968.3,983.2,985.0,958.1,0,2240,93.918,93.45,94.115,93.425,28840,1,22.02,22.43,22.01,22.34,22.222422,34362000,14.53,14.58,14.39,14.51,14.51,15083600 +2018-05-24,123.099998,123.82,123.080002,123.589996,123.589996,8850100,272.910004,273.220001,270.77999900000003,272.799988,268.787048,76043800,24877.35938,24877.35938,24605.90039,24811.75977,24811.75977,347050000,5.9,6.05,5.7,5.75,5.75,1620400,1.172,1.1695,1.175,1.1688,1,78.79,79.65,79.78,78.57,228580,0,70.59,71.73,71.77,70.45,0,40882,40338,40916,40331,17490,1,2.977,3.0010000000000003,3.014,2.955,0,910.4,904.6,914.7,903.5,1,966.1,971.4,975.6,961.3,0,2240,93.701,93.85,93.91,93.545,22330,0,22.42,22.65,22.360001,22.65,22.530788,43392200,14.29,14.4,14.27,14.29,14.29,15453900 +2018-05-25,123.660004,123.699997,123.209999,123.209999,123.209999,7920700,272.149994,272.859985,271.579987,272.149994,268.146606,56374800,24781.28906,24824.2207,24687.81055,24753.08984,24753.08984,257210000,5.8,5.8,5.6,5.65,5.65,716700,1.1652,1.172,1.1735,1.1645,0,76.44,78.82,78.88,76.01,275720,0,67.42,70.61,70.66,67.34,0,40267,40751,40783,40205,14920,0,2.931,2.975,2.997,2.922,0,900.6,910.4,913.7,898.8,0,975.7,968.1,976.7,962.3,1,2240,94.13,93.735,94.24,93.69,23150,1,22.51,22.559999,22.25,22.309999,22.192579,45369500,13.93,13.93,13.65,13.68,13.68,40562400 +2018-05-29,122.839996,123.639999,122.660004,123.190002,123.190002,9013200,270.309998,271.170013,267.76001,269.019989,265.06262200000003,115908600,24606.58984,24635.17969,24247.83984,24361.44922,24361.44922,395810000,5.6,5.7,5.55,5.6,5.6,714500,1.154,1.1625,1.1641,1.1508,0,75.39,75.82,76.2,74.54,114460,1,66.73,66.95,67.27,65.86,0,39979,40053,40220,39811,15540,1,2.79,2.9,2.908,2.759,0,907.6,905.3,910.5,901.6,1,971.0,971.6,983.4,967.0,0,2240,94.789,94.345,94.975,94.235,35740,1,22.120001,22.379999,22.08,22.15,22.033421,38924900,13.57,13.6,13.33,13.51,13.51,26313000 +2018-05-30,123.169998,123.610001,123.169998,123.370003,123.370003,4573700,270.5,273.109985,270.420013,272.609985,268.599792,69678400,24467.83008,24714.48047,24459.08984,24667.7793,24667.7793,324870000,5.6,5.8,5.55,5.7,5.7,893100,1.1663,1.154,1.1678,1.1518,1,77.5,75.37,77.73,74.81,125330,1,68.04,66.75,68.55,66.3,1,40044,39922,40116,39650,14970,1,2.857,2.763,2.888,2.763,1,910.1,907.6,911.9,903.5,1,975.0,969.2,979.3,966.3,1,2240,94.115,94.8,94.925,93.985,37620,0,22.27,22.49,22.23,22.440001,22.321896,26859600,13.58,13.85,13.58,13.83,13.83,24120900 +2018-05-31,123.260002,123.779999,123.099998,123.099998,123.099998,7862500,272.149994,272.48999,270.26001,270.940002,266.954376,93519900,24620.78906,24620.78906,24352.15039,24415.83984,24415.83984,429740000,5.75,5.8,5.6,5.6,5.6,505400,1.1692,1.1665,1.1726,1.1641,1,77.59,77.37,78.75,77.04,21440,1,67.02,68.06,68.15,66.58,0,39904,40050,40220,39840,11580,0,2.86,2.846,2.886,2.822,1,909.7,910.0,915.6,906.1,0,981.7,979.0,984.3,975.5,1,0,93.959,94.05,94.215,93.69,32320,0,22.370001,22.450001,22.27,22.34,22.222422,21951700,13.58,13.79,13.46,13.55,13.55,24246000 +2018-06-01,122.580002,123.089996,122.440002,122.489998,122.489998,8059100,272.410004,273.940002,272.329987,273.600006,269.575287,71258400,24542.08984,24673.59961,24542.08984,24635.21094,24635.21094,315710000,5.65,5.7,5.45,5.55,5.55,799500,1.1661,1.1691,1.1718,1.1617,0,76.79,77.71,77.95,76.35,296570,0,65.71,67.05,67.28,65.45,0,39537,39801,39801,39482,14820,0,2.902,2.862,2.926,2.86,1,903.7,909.7,913.6,900.0,0,996.6,980.2,998.3,977.7,1,2250,94.169,93.96,94.435,93.855,28830,1,22.32,22.43,22.139999,22.309999,22.192579,34934700,13.41,13.52,13.25,13.25,13.25,22948100 +2018-06-04,122.849998,122.93,122.370003,122.370003,122.370003,4345400,274.52999900000003,275.190002,274.26001,274.899994,270.85614,45385200,24727.55078,24859.36914,24722.14063,24813.68945,24813.68945,340400000,5.55,5.6,5.45,5.45,5.45,497300,1.1699,1.1656,1.1744,1.1652,1,75.29,76.66,76.95,75.2,324290,0,64.92,65.7,65.98,64.53,0,39576,39543,39840,39461,10160,1,2.944,2.908,2.946,2.902,1,900.9,904.2,911.0,900.0,0,994.3,995.5,1004.4,988.5,0,2250,93.986,94.165,94.165,93.63,16760,0,22.440001,22.459999,22.24,22.280001,22.162737,14069800,13.3,13.33,13.06,13.12,13.12,19875500 +2018-06-05,122.550003,123.230003,122.279999,122.849998,122.849998,6864200,275.049988,275.52999900000003,274.179993,275.100006,271.053192,51135000,24820.11914,24838.7793,24710.82031,24799.98047,24799.98047,306340000,5.5,5.8,5.4,5.75,5.75,946400,1.1718,1.1698,1.1733,1.1652,1,75.38,75.4,75.74,73.81,400850,1,65.51,64.92,65.57,64.19,1,39804,39573,39850,39485,11400,1,2.926,2.939,2.942,2.9,0,902.5,900.9,904.6,892.7,1,985.7,991.0,994.7,972.4,0,2250,93.871,93.985,94.295,93.755,20630,0,22.32,22.51,22.26,22.440001,22.321896,23725600,13.03,13.26,13.0,13.22,13.22,22309300 +2018-06-06,123.080002,123.349998,122.629997,122.919998,122.919998,4083700,275.790009,277.519989,275.089996,277.399994,273.319366,62732200,24854.14063,25146.46094,24854.14063,25146.39063,25146.39063,316090000,5.75,5.85,5.55,5.65,5.65,815100,1.1773,1.1717,1.1797,1.1708,1,75.36,75.19,76.25,74.46,365650,0,65.11,65.52,65.92,64.25,0,39927,39730,40135,39730,13140,1,2.974,2.928,2.9810000000000003,2.926,1,906.1,902.5,909.0,900.8,1,1015.2,986.8,1019.3,982.7,1,2250,93.634,93.805,93.865,93.385,25220,0,22.5,22.6,22.360001,22.58,22.461159,28884400,13.19,13.25,13.0,13.16,13.16,16929700 +2018-06-07,122.959999,123.150002,122.690002,122.860001,122.860001,3700700,277.950012,278.27999900000003,276.339996,277.369995,273.289825,72969400,25192.14063,25326.08984,25164.48047,25241.41016,25241.41016,357680000,5.7,5.75,5.6,5.65,5.65,477500,1.1799,1.1774,1.1842,1.1772,1,77.32,75.88,77.45,75.44,327980,1,66.09,65.12,66.14,64.8,1,40460,40069,40714,40056,18470,1,2.922,2.977,2.994,2.884,0,901.1,906.1,910.3,898.6,0,1009.6,1013.0,1026.0,1005.0,0,2250,93.376,93.585,93.585,93.19,18380,0,22.559999,22.57,22.35,22.450001,22.331842,24370400,13.21,13.36,13.2,13.35,13.35,14214600 +2018-06-08,123.080002,123.120003,122.910004,123.010002,123.010002,3865700,276.850006,278.25,276.660004,278.190002,274.097778,72139700,25209.28906,25325.63086,25165.69922,25316.5293,25316.5293,317510000,5.7,5.75,5.6,5.65,5.65,412300,1.1768,1.18,1.1812,1.1726,0,76.46,77.39,77.61,76.12,251830,0,65.55,66.11,66.17,65.19,0,40412,40340,40670,40225,13740,0,2.948,2.9410000000000003,2.95,2.889,1,908.2,901.0,908.6,897.1,1,1005.7,1007.5,1014.4,1000.0,0,2250,93.537,93.47,93.825,93.38,18650,1,22.389999,22.43,22.27,22.360001,22.242317,14786300,13.31,13.39,13.18,13.27,13.27,15834100 +2018-06-11,123.099998,123.419998,123.019997,123.230003,123.230003,3201200,278.440002,279.369995,278.309998,278.559998,274.462311,58892500,25336.66992,25402.83008,25290.19922,25322.31055,25322.31055,276740000,5.7,5.9,5.65,5.8,5.8,990500,1.1784,1.1766,1.1822,1.1754,1,76.46,76.3,76.84,75.52,231280,0,66.11,65.53,66.31,64.83,1,40791,40650,40820,40406,13740,1,2.952,2.952,2.97,2.95,1,905.6,907.5,911.9,903.6,0,1016.5,1005.9,1019.8,1003.8,1,2250,93.56,93.51,93.67,93.355,19870,1,22.35,22.559999,22.290001,22.549999,22.431314,22189200,13.17,13.42,13.15,13.36,13.36,14690600 +2018-06-12,122.949997,123.18,122.639999,122.82,122.82,7279600,279.02999900000003,279.329987,278.190002,278.920013,274.817017,72329000,25346.82031,25364.36914,25247.03906,25320.73047,25320.73047,265750000,5.75,5.85,5.6,5.7,5.7,605400,1.1745,1.1784,1.1811,1.1733,0,75.88,76.5,77.07,75.43,260330,0,65.83,66.11,66.65,65.5,0,40691,40740,40828,40430,14530,0,2.965,2.957,2.9810000000000003,2.944,1,900.4,905.7,910.7,899.4,0,1015.3,1017.2,1018.7,1012.5,0,2250,93.801,93.68,93.915,93.455,24790,1,22.440001,22.57,22.370001,22.49,22.371632,18186500,13.34,13.49,13.33,13.4,13.4,19473300 +2018-06-13,122.839996,123.339996,122.470001,123.190002,123.190002,5867700,279.190002,279.480011,277.799988,278.02999900000003,273.940094,79070600,25328.65039,25362.07031,25191.41992,25201.19922,25201.19922,329700000,5.7,5.9,5.6,5.8,5.8,691500,1.1791,1.1745,1.1803,1.1725,1,76.74,75.4,76.87,75.26,292470,1,66.62,65.82,66.83,65.8,1,40766,40620,40924,40573,11970,1,2.974,2.9610000000000003,3.01,2.95,1,902.4,900.4,906.5,893.3,1,1007.2,1016.4,1016.6,990.8,0,2250,93.699,93.815,94.04,93.52,42470,0,22.51,22.6,22.219999,22.48,22.361685,26970400,13.35,13.52,13.33,13.47,13.47,17456900 +2018-06-14,123.629997,123.860001,123.32,123.379997,123.379997,8015400,279.01001,279.329987,278.059998,278.730011,274.62982200000005,77097600,25254.65039,25332.5,25138.59961,25175.31055,25175.31055,341170000,5.85,5.9,5.8,5.85,5.85,661000,1.1569,1.1791,1.1853,1.1562,0,75.94,76.56,76.92,75.76,279210,0,66.94,66.62,67.14,66.34,1,41508,40904,41621,40896,25470,1,2.935,2.97,2.9760000000000004,2.928,0,906.2,902.3,914.5,899.2,1,1006.6,1006.6,1012.0,996.0,0,2250,94.776,93.49,94.945,93.18,31060,1,22.549999,22.67,22.540001,22.66,22.540737,27702300,13.55,13.56,13.4,13.52,13.52,13338000 +2018-06-15,122.18,122.199997,120.830002,121.339996,121.339996,14537000,276.600006,277.51001,275.350006,277.130005,274.279449,120041600,25116.71094,25130.82031,24894.38086,25090.48047,25090.48047,659370000,5.75,5.85,5.7,5.8,5.8,1783500,1.1609,1.1568,1.1629,1.1543,1,73.44,75.98,76.06,73.0,285800,0,64.35,66.95,67.06,64.28,0,40199,41530,41698,40141,35230,0,2.922,2.937,2.937,2.889,0,888.2,906.1,907.9,885.8,0,981.8,1003.7,1006.8,980.5,0,2260,94.782,94.955,95.13,94.665,10090,1,22.35,22.389999,22.120001,22.23,22.112999,67655000,13.44,13.44,13.04,13.05,13.05,27494500 +2018-06-18,121.349998,121.440002,120.989998,121.110001,121.110001,3846000,275.48999,276.700012,274.950012,276.559998,273.715332,52917600,24944.2793,25003.09961,24825.76953,24987.4707,24987.4707,337070000,5.8,5.85,5.75,5.75,5.75,306400,1.1623,1.1609,1.1625,1.1563,1,75.34,73.06,75.49,72.45,316120,1,65.61,64.38,65.97,63.59,1,40020,40175,40332,39932,15320,0,2.917,2.922,2.9330000000000003,2.9,0,885.7,889.1,892.3,881.8,0,982.9,981.3,993.9,975.1,1,2260,94.858,94.875,95.0,94.75,180,1,22.18,22.34,22.18,22.27,22.15279,25229100,13.17,13.33,13.12,13.29,13.29,17784900 +2018-06-19,120.809998,121.029999,120.580002,120.800003,120.800003,4925800,274.0,275.75,273.52999900000003,275.5,272.666199,97531500,24763.58984,24763.58984,24567.75,24700.21094,24700.21094,376380000,5.65,5.75,5.6,5.7,5.7,585600,1.159,1.1624,1.1646,1.153,0,75.08,75.24,75.55,74.45,290590,0,65.25,65.61,65.83,64.39,0,39688,40128,40147,39653,14750,0,2.897,2.897,2.904,2.853,0,867.2,885.7,886.4,862.2,0,960.3,985.6,986.7,959.0,0,2260,94.729,94.345,94.945,94.175,26770,0,22.059999,22.23,22.02,22.049999,21.933947,29906000,13.1,13.21,13.01,13.14,13.14,15998200 +2018-06-20,120.790001,120.809998,120.160004,120.260002,120.260002,4548500,276.269989,276.720001,275.589996,275.970001,273.131378,53785500,24771.16992,24804.75977,24628.39063,24657.80078,24657.80078,359520000,5.75,5.8,5.6,5.6,5.6,418700,1.1572,1.159,1.1602,1.1537,0,74.74,75.2,75.86,74.1,368840,0,65.67,65.27,66.48,64.94,1,39626,39664,39750,39535,10020,0,2.937,2.895,2.9410000000000003,2.882,1,870.8,867.3,876.1,859.7,1,957.2,963.0,973.3,955.8,0,2260,94.716,94.645,94.985,94.585,16230,0,22.120001,22.15,21.879999,21.92,21.804632,27917300,13.32,13.44,13.15,13.28,13.28,20321900 +2018-06-21,119.919998,120.32,119.82,120.050003,120.050003,5681900,275.959991,275.980011,273.679993,274.23999,271.419159,71061400,24639.21094,24639.21094,24406.63086,24461.69922,24461.69922,349570000,5.65,5.65,5.45,5.6,5.6,576100,1.1603,1.1572,1.1635,1.1509,1,73.05,74.46,74.69,72.93,411810,0,65.97,65.69,66.35,64.48,1,39554,39575,39582,39391,11550,0,2.899,2.937,2.95,2.891,0,864.0,870.8,871.9,861.5,0,945.6,958.9,961.9,943.3,0,2260,94.404,94.79,95.22,94.34,28340,0,21.93,22.0,21.860001,21.91,21.794683,20138300,13.14,13.41,13.12,13.31,13.31,17963000 +2018-06-22,120.209999,120.400002,120.099998,120.339996,120.339996,4489400,275.660004,275.790009,274.48999,274.73999,271.914032,54898500,24526.9707,24663.17969,24526.9707,24580.89063,24580.89063,473970000,5.6,5.65,5.45,5.55,5.55,441900,1.1657,1.1604,1.1677,1.16,1,75.55,73.24,75.83,73.24,377390,1,69.35,66.01,69.51,65.97,1,39796,39527,39845,39481,10630,1,2.895,2.904,2.928,2.893,0,878.7,864.0,878.7,857.6,1,946.4,944.6,956.2,942.3,1,2260,94.18,94.55,94.55,94.095,18270,0,21.99,22.23,21.959999,22.18,22.063263,31844700,13.71,14.03,13.59,14.02,14.02,32875800 +2018-06-25,120.0,120.230003,119.830002,119.889999,119.889999,9300200,273.440002,273.619995,269.100006,271.0,268.212494,137854200,24463.73047,24463.73047,24084.39063,24252.80078,24252.80078,439130000,5.5,5.55,5.4,5.4,5.4,510000,1.1704,1.1659,1.1715,1.1627,1,74.73,74.8,75.13,73.74,274380,0,68.16,68.9,69.52,67.92,0,39645,39700,39924,39584,10010,0,2.882,2.893,2.897,2.866,0,869.8,880.4,882.3,869.1,0,935.4,951.1,954.3,932.5,0,2260,93.939,94.15,94.365,93.865,16300,0,22.08,22.17,21.950001,22.01,21.894157,27603600,14.01,14.05,13.73,13.77,13.77,24799600 +2018-06-26,119.279999,119.589996,119.089996,119.260002,119.260002,8674500,271.640015,272.559998,270.790009,271.600006,268.806335,68547400,24281.89063,24384.21094,24241.2207,24283.10938,24283.10938,301130000,5.45,5.45,5.2,5.3,5.3,508200,1.1647,1.1704,1.1722,1.1635,0,76.31,74.74,76.72,74.13,289470,1,70.75,68.16,70.99,67.86,1,39640,39642,39746,39375,11900,0,2.877,2.882,2.9,2.866,0,871.4,869.8,875.6,862.2,1,954.7,934.4,958.5,925.3,1,2260,94.346,93.95,94.455,93.83,15300,1,21.879999,22.02,21.790001,21.950001,21.834475,20695400,13.91,14.31,13.79,14.27,14.27,33644300 +2018-06-27,118.959999,119.050003,118.480003,118.580002,118.580002,6480100,272.26001,273.869995,269.179993,269.350006,266.579468,105110700,24303.10938,24569.01953,24115.82031,24117.58984,24117.58984,313790000,5.25,5.3,4.7,4.8,4.8,2129700,1.1554,1.1647,1.1674,1.1541,0,77.62,76.54,78.16,76.28,166190,1,72.61,70.74,73.17,70.69,1,39642,39580,39767,39463,12190,1,2.827,2.884,2.886,2.826,0,861.0,871.1,872.3,856.0,0,943.9,952.0,957.6,935.0,0,2260,94.969,94.375,95.11,94.2,20160,1,21.85,22.030001,21.790001,21.809999,21.69521,29246500,14.49,14.8,14.48,14.65,14.65,34440900 +2018-06-28,118.589996,118.669998,118.010002,118.220001,118.220001,7760500,269.290009,271.75,268.48999,270.890015,268.103638,76650500,24064.18945,24308.16016,23997.21094,24216.05078,24216.05078,305020000,4.9,4.9,4.75,4.9,4.9,1087000,1.1569,1.1555,1.1602,1.1527,1,77.85,77.5,78.42,77.09,144220,1,73.45,72.61,74.11,72.38,1,39117,39521,39592,39027,12570,0,2.84,2.833,2.853,2.822,1,853.5,860.8,861.8,849.5,0,930.9,944.3,948.8,927.4,0,2260,95.096,94.97,95.255,94.79,19790,1,21.879999,21.959999,21.77,21.93,21.814579,27797900,14.73,14.99,14.69,14.86,14.86,31061500 +2018-06-29,118.43,118.940002,118.260002,118.650002,118.650002,8002800,272.119995,273.660004,271.149994,271.27999900000003,268.48962400000005,97592500,24323.92969,24509.51953,24269.71094,24271.41016,24271.41016,329070000,4.9,5.0,4.85,4.95,4.95,413000,1.1685,1.1569,1.1692,1.1558,1,79.44,77.79,79.7,77.45,17120,1,74.39,73.47,74.56,73.05,1,39228,39249,39335,38970,13960,1,2.86,2.844,2.8680000000000003,2.833,1,856.9,853.6,858.0,846.4,1,950.9,939.5,952.2,935.7,1,0,94.349,95.025,95.055,94.195,28020,0,21.940001,22.4,21.93,22.309999,22.192579,53961400,14.93,15.08,14.92,15.06,15.06,21610000 +2018-07-02,118.18,118.209999,117.400002,117.459999,117.459999,12021900,269.51001,272.040009,269.23999,271.859985,269.06366,63554800,24161.5293,24319.41992,24077.56055,24307.17969,24307.17969,244110000,4.95,4.95,4.8,4.9,4.9,378800,1.1641,1.1651,1.1699,1.159,0,77.3,78.55,78.95,77.16,265380,0,74.06,73.58,74.43,73.2,1,38637,39056,39129,38560,2310,0,2.8710000000000004,2.858,2.873,2.824,1,819.4,856.6,856.6,811.7,0,934.4,944.9,950.9,931.3,0,2260,94.779,94.3,94.885,94.26,16220,1,22.120001,22.219999,21.98,22.08,21.963789,32224400,15.0,15.06,14.87,14.96,14.96,21536200 +2018-07-03,118.410004,119.080002,118.379997,118.650002,118.650002,8901000,272.869995,272.980011,270.420013,270.899994,268.113525,42187100,24359.39063,24444.88086,24150.84961,24174.82031,24174.82031,160960000,5.0,5.1,4.95,5.1,5.1,393900,1.1657,1.1641,1.1675,1.1621,1,77.76,77.4,78.55,76.67,273460,1,74.72,74.08,75.34,72.86,1,39078,38795,39113,38672,120,1,2.833,2.869,2.884,2.8310000000000004,0,844.1,819.3,849.3,800.7,1,938.0,940.3,948.0,934.4,1,2260,94.412,94.59,94.73,94.28,15030,0,22.290001,22.629999,22.280001,22.469999,22.351736,36319300,15.19,15.25,14.73,14.92,14.92,21090900 +2018-07-05,118.919998,119.330002,118.769997,119.050003,119.050003,4951900,272.170013,273.179993,270.959991,273.109985,270.30078100000003,56925900,24285.82031,24372.80078,24177.43945,24356.74023,24356.74023,237670000,5.1,5.2,5.0,5.2,5.2,640600,1.1691,1.1655,1.1722,1.1649,1,77.39,78.14,78.5,77.3,254020,0,73.15,74.2,74.86,72.62,0,39226,39200,39288,39075,40,1,2.833,2.842,2.866,2.82,0,844.5,846.2,850.6,840.5,0,942.7,938.1,947.8,935.7,0,2260,94.223,94.27,94.345,93.915,13950,0,22.6,22.74,22.57,22.68,22.560633,39397300,15.0,15.05,14.7,14.78,14.78,21897200 +2018-07-06,118.970001,119.029999,118.730003,118.860001,118.860001,2946900,273.140015,275.839996,272.709991,275.420013,272.587036,66493700,24352.4707,24520.28906,24281.4707,24456.48047,24456.48047,219450000,5.2,5.3,5.1,5.25,5.25,449700,1.1747,1.169,1.1769,1.1679,1,77.11,77.57,77.68,76.36,315280,0,74.0,73.17,74.06,72.22,1,39766,39801,40050,39677,8450,1,2.824,2.8310000000000004,2.849,2.807,0,847.0,844.5,848.8,838.9,1,947.6,945.1,948.8,935.2,1,2260,93.769,94.125,94.235,93.575,19780,0,22.709999,22.799999,22.58,22.610001,22.491001,34350000,14.67,14.98,14.66,14.96,14.96,18943600 +2018-07-09,119.650002,119.730003,119.139999,119.150002,119.150002,4074900,276.549988,277.959991,276.5,277.899994,275.041534,50550400,24519.19922,24796.51953,24518.42969,24776.58984,24776.58984,240580000,5.3,5.35,5.15,5.15,5.15,552900,1.1751,1.1748,1.1792,1.1731,1,78.07,77.21,78.31,77.04,212190,1,74.03,73.94,74.3,73.05,1,39885,39908,40170,39855,10620,1,2.858,2.829,2.862,2.829,1,855.3,848.5,862.1,848.3,1,954.7,948.0,962.8,947.7,1,2260,93.807,93.73,93.94,93.44,17460,1,22.860001,22.93,22.530001,22.549999,22.431314,24832400,14.97,15.03,14.81,15.03,15.03,12898200 +2018-07-10,118.889999,119.0,118.610001,118.93,118.93,3754800,278.410004,279.01001,278.079987,278.899994,276.031219,51966800,24806.9707,24945.38086,24806.9707,24919.66016,24919.66016,235040000,5.2,5.35,5.1,5.25,5.25,380000,1.1744,1.1751,1.1764,1.169,0,78.86,78.25,79.51,78.15,261550,1,74.08,74.04,74.73,73.72,1,39793,39980,39987,39518,11490,0,2.867,2.862,2.875,2.8510000000000004,1,846.0,854.7,858.6,840.0,0,937.6,955.2,956.5,934.4,0,2260,93.889,93.805,94.225,93.75,14450,1,22.49,22.639999,22.370001,22.6,22.481052,21568100,15.11,15.17,14.98,15.07,15.07,15415200 +2018-07-11,118.449997,118.529999,117.620003,117.639999,117.639999,6974500,277.149994,278.040009,276.519989,276.859985,274.012238,77054700,24789.48047,24815.16016,24663.82031,24700.44922,24700.44922,237370000,5.25,5.4,5.2,5.25,5.25,700900,1.1674,1.1745,1.176,1.1665,0,73.4,78.78,78.83,73.04,560840,0,70.64,74.08,74.08,70.07,0,39290,39619,39749,39211,12650,0,2.84,2.838,2.866,2.825,0,831.7,846.0,847.2,829.4,0,937.0,936.3,939.3,928.7,0,2260,94.486,93.955,94.535,93.82,25190,1,22.389999,22.459999,21.940001,22.0,21.884211,63565300,14.88,15.03,14.22,14.31,14.31,38408300 +2018-07-12,118.0,118.260002,117.940002,118.129997,118.129997,4585300,278.27999900000003,279.429993,277.600006,279.369995,276.496399,60124700,24802.90039,24939.9707,24802.90039,24924.89063,24924.89063,233150000,5.2,5.45,5.15,5.35,5.35,539200,1.1672,1.1674,1.1697,1.1648,0,74.45,74.17,75.1,72.67,416410,1,70.36,70.62,71.25,69.3,0,39335,39210,39430,39125,11990,1,2.849,2.853,2.8710000000000004,2.845,1,844.6,831.7,848.5,829.3,1,948.8,933.6,949.3,930.6,1,2270,94.564,94.485,94.715,94.4,14680,1,22.129999,22.290001,22.110001,22.139999,22.023474,30125700,14.38,14.45,14.14,14.39,14.39,23510400 +2018-07-13,117.620003,117.75,117.449997,117.610001,117.610001,5444300,279.170013,279.929993,278.660004,279.589996,276.714142,48216000,24926.07031,25043.21094,24890.06055,25019.41016,25019.41016,255520000,5.3,5.55,5.3,5.4,5.4,511000,1.1685,1.1669,1.1688,1.161,1,75.33,74.34,75.93,73.22,302430,1,70.59,70.33,71.69,69.89,1,39046,39318,39354,38833,13110,0,2.829,2.8560000000000003,2.858,2.827,0,831.7,844.5,846.9,826.7,0,932.8,945.3,946.3,931.4,0,2270,94.5,94.64,95.0,94.43,17520,0,22.0,22.110001,21.940001,21.959999,21.844419,22024500,14.42,14.66,14.4,14.47,14.47,19184300 +2018-07-16,117.510002,117.629997,117.279999,117.550003,117.550003,3670700,279.640015,279.799988,278.839996,279.339996,276.466705,48201000,25025.58008,25072.41016,24979.64063,25064.35938,25064.35938,231270000,5.35,5.5,5.3,5.45,5.45,389800,1.171,1.1676,1.1726,1.1674,1,71.84,74.92,75.37,71.52,330000,0,68.08,70.7,70.89,67.61,0,39042,39124,39238,38915,7620,0,2.8560000000000003,2.823,2.877,2.823,1,828.0,832.0,836.5,820.6,0,913.5,933.1,939.8,911.2,0,2270,94.272,94.455,94.52,94.15,12030,0,21.950001,22.0,21.799999,21.870001,21.754896,19669600,14.2,14.23,13.86,13.94,13.94,31202200 +2018-07-17,116.720001,116.93,116.120003,116.279999,116.279999,7939600,278.470001,280.910004,278.410004,280.470001,277.58511400000003,52315500,25033.91992,25155.39063,24989.60938,25119.89063,25119.89063,250450000,5.3,5.45,5.3,5.35,5.35,869400,1.1661,1.1711,1.1746,1.165,0,72.16,72.01,72.78,71.35,286440,1,67.81,68.06,68.45,67.1,0,38520,38984,39080,38403,15970,0,2.86,2.86,2.873,2.847,1,818.5,828.0,832.3,817.9,0,909.2,913.3,923.4,902.0,0,2285,94.704,94.29,94.855,94.04,18660,1,21.73,21.940001,21.67,21.879999,21.764841,41938300,13.84,14.05,13.76,13.95,13.95,54456500 +2018-07-18,116.029999,116.349998,115.830002,116.309998,116.309998,5391800,280.559998,281.179993,280.059998,281.059998,278.169037,44593500,25133.78906,25215.32031,25101.11914,25199.28906,25199.28906,252870000,5.3,5.45,5.3,5.4,5.4,668700,1.1639,1.166,1.1665,1.1601,0,72.9,71.74,73.28,71.19,287110,1,68.94,67.83,69.06,67.08,1,38438,38531,38536,38127,13810,0,2.875,2.864,2.882,2.847,1,821.6,818.5,821.9,807.2,1,901.8,908.4,910.0,900.0,0,2300,94.811,94.8,95.18,94.72,27550,1,21.709999,21.879999,21.629999,21.860001,21.744947,35836300,13.85,14.11,13.78,14.1,14.1,22275400 +2018-07-19,115.129997,116.470001,115.120003,115.809998,115.809998,14227600,280.309998,280.73999,279.459991,280.0,277.119934,61412100,25139.15039,25154.16992,25052.61914,25064.5,25064.5,285760000,5.35,5.5,5.3,5.35,5.35,643000,1.1643,1.1639,1.168,1.1574,1,72.58,73.06,73.79,71.83,313810,0,69.52,68.92,70.17,67.81,1,38294,38378,38398,37873,19300,0,2.838,2.88,2.897,2.8310000000000004,0,809.2,821.6,822.1,794.7,0,866.2,902.1,905.9,853.3,0,2330,94.942,94.82,95.44,94.665,40050,1,21.5,21.92,21.48,21.58,21.466421,46406300,14.08,14.29,14.03,14.13,14.13,22130300 +2018-07-20,116.400002,116.709999,116.239998,116.559998,116.559998,7892000,279.769989,280.480011,279.5,279.679993,276.803223,82337700,25041.14063,25124.09961,24986.34961,25058.11914,25058.11914,274080000,5.35,5.75,5.35,5.7,5.7,1888000,1.172,1.1644,1.1740000000000002,1.1626,1,73.07,72.65,73.47,72.26,231510,1,69.47,69.53,70.28,69.08,0,38457,38120,38513,38036,13040,1,2.895,2.847,2.899,2.8360000000000003,1,828.9,809.3,832.9,803.7,1,888.9,866.8,892.8,864.6,1,2330,94.226,94.905,95.095,94.125,34630,0,21.780001,21.870001,21.629999,21.780001,21.665369,39138300,14.18,14.23,14.07,14.15,14.15,22809500 +2018-07-23,116.25,116.309998,115.760002,116.0,116.0,6247100,279.450012,280.429993,279.059998,280.200012,277.317871,47047600,25036.90039,25081.44922,24983.33008,25044.28906,25044.28906,228820000,5.6,5.7,5.55,5.7,5.7,608800,1.1692,1.173,1.1752,1.1682,0,73.06,73.22,74.5,72.52,316980,0,69.02,69.56,70.56,68.83,0,38283,38420,38536,38191,11740,0,2.96,2.895,2.967,2.882,1,834.0,833.0,837.9,825.9,1,902.6,890.8,908.8,875.6,1,2340,94.44,94.195,94.49,93.97,15260,1,21.620001,21.639999,21.32,21.33,21.217737,51711400,14.32,14.4,14.05,14.09,14.09,23496000 +2018-07-24,116.220001,116.43,115.910004,116.040001,116.040001,4801000,281.790009,282.559998,280.630005,281.609985,278.713348,68026900,25092.42969,25286.61914,25092.42969,25241.93945,25241.93945,274940000,5.65,5.8,5.6,5.7,5.7,805100,1.1686,1.1692,1.1719,1.1654,0,73.44,72.91,74.0,72.68,215150,1,69.91,69.0,70.24,68.78,1,38450,38230,38691,38150,14570,1,2.95,2.958,2.9730000000000003,2.945,0,836.6,834.0,848.6,829.5,1,908.6,908.3,921.4,900.2,1,2350,94.388,94.425,94.635,94.165,13350,0,21.450001,21.629999,21.450001,21.620001,21.506212,45248700,14.11,14.35,14.11,14.23,14.23,19964500 +2018-07-25,116.790001,116.839996,116.269997,116.68,116.68,5479600,281.329987,284.369995,281.27999900000003,284.01001,281.088684,78882900,25183.69922,25432.86914,25113.55078,25414.09961,25414.09961,273670000,5.7,5.8,5.6,5.7,5.7,527600,1.1728,1.1684,1.1739,1.1663,1,73.93,73.7,74.6,73.07,210870,1,70.58,69.93,70.84,69.36,1,38559,38369,38683,38350,11590,1,2.9730000000000003,2.949,2.9760000000000004,2.928,1,847.4,836.6,847.8,835.5,1,928.3,908.0,936.8,907.0,1,2350,94.129,94.375,94.45,93.905,19410,0,21.709999,21.799999,21.5,21.799999,21.685263,43773100,14.28,14.48,14.17,14.42,14.42,21492300 +2018-07-26,116.239998,116.510002,115.769997,115.769997,115.769997,6382700,283.200012,284.109985,283.089996,283.339996,280.425568,57919500,25468.55078,25587.24023,25463.16016,25527.07031,25527.07031,297530000,5.6,5.75,5.2,5.25,5.25,1111400,1.1643,1.1728,1.1744,1.1639,0,74.54,74.37,74.83,73.77,183350,1,70.64,70.59,71.05,70.06,1,38275,38523,38600,38256,12100,0,2.982,2.974,2.984,2.947,1,829.5,847.3,847.8,826.2,0,933.6,933.7,936.5,919.0,1,2340,94.544,93.94,94.58,93.87,22630,1,21.57,21.67,21.360001,21.389999,21.277420000000006,60861700,14.34,14.54,14.34,14.47,14.47,15826300 +2018-07-27,115.919998,116.239998,115.769997,115.830002,115.830002,5242000,283.709991,283.820007,280.380005,281.420013,278.52533,76768700,25520.51953,25580.2207,25370.07031,25451.06055,25451.06055,329680000,5.35,5.6,5.3,5.35,5.35,740600,1.1658,1.1643,1.1665,1.1621,1,74.29,74.5,74.85,73.83,119340,0,70.07,70.67,70.83,69.33,0,38326,38201,38405,38003,14660,1,2.958,2.9760000000000004,2.988,2.951,0,832.3,829.5,835.2,823.2,1,918.5,924.9,930.0,912.8,0,2340,94.46,94.545,94.7,94.42,15970,0,21.370001,21.49,21.24,21.32,21.207788,23550500,14.45,14.5,14.19,14.32,14.32,15063300 +2018-07-30,115.800003,116.019997,115.639999,115.650002,115.650002,4157400,281.51001,281.690002,279.359985,279.950012,277.070465,63742500,25439.32031,25500.16016,25287.38086,25306.83008,25306.83008,296880000,5.35,5.55,5.25,5.35,5.35,555100,1.1706,1.166,1.1721,1.1648,1,74.97,74.31,75.27,74.14,81030,1,71.04,69.91,71.39,69.76,1,38342,38250,38410,38146,9620,1,2.975,2.962,2.99,2.958,1,831.3,832.6,834.5,824.3,0,922.5,921.3,929.1,916.9,1,2340,94.111,94.485,94.555,94.04,12400,0,21.299999,21.379999,21.18,21.27,21.158052,19823200,14.59,14.64,14.52,14.54,14.54,17240300 +2018-07-31,115.470001,116.349998,115.389999,115.989998,115.989998,5508500,280.809998,282.019989,280.380005,281.329987,278.436218,68570500,25345.21094,25490.98047,25345.21094,25415.18945,25415.18945,348700000,5.35,5.5,5.35,5.45,5.45,416100,1.1691,1.1706,1.1745,1.1682,0,74.25,74.93,75.1,74.14,21880,0,69.28,71.03,71.16,69.03,0,38321,38250,38437,38000,19710,0,2.962,2.969,2.977,2.934,0,839.7,831.4,846.7,827.0,1,931.9,924.2,934.3,919.8,1,0,94.275,94.12,94.365,93.94,15480,1,21.209999,21.459999,21.190001,21.280001,21.168001,22085600,14.38,14.4,14.24,14.28,14.28,16243900 +2018-08-01,115.629997,115.699997,115.129997,115.139999,115.139999,7941700,281.559998,282.130005,280.130005,280.859985,277.971069,53853300,25461.63086,25488.80078,25278.32031,25333.82031,25333.82031,315880000,5.45,5.5,5.1,5.1,5.1,1443800,1.166,1.1691,1.1701,1.1656,0,72.39,74.07,74.12,72.13,284020,0,68.64,69.28,69.36,68.16,0,37956,38250,38250,37900,14720,0,3.005,2.958,3.016,2.954,1,821.5,839.7,840.8,816.4,0,911.9,929.1,930.4,906.0,0,2325,94.428,94.355,94.515,94.29,10720,1,21.25,21.290001,21.08,21.110001,20.998896,36248800,14.09,14.22,13.99,14.09,14.09,18113800 +2018-08-02,115.169998,115.230003,114.419998,114.519997,114.519997,6204200,279.390015,282.579987,279.160004,282.390015,279.485382,63426400,25256.44922,25360.48047,25120.07031,25326.16016,25326.16016,307700000,5.15,5.35,5.1,5.15,5.15,908800,1.1584,1.166,1.1669,1.1582,0,73.45,72.42,73.75,71.84,226450,1,69.72,68.62,70.17,67.73,1,37941,37975,38190,37855,13330,0,2.986,3.003,3.006,2.975,0,825.0,821.3,836.4,814.2,1,915.5,913.2,919.4,902.2,1,2325,94.987,94.45,95.02,94.42,20490,1,21.110001,21.110001,20.889999,20.940001,20.82979,33471600,14.01,14.42,13.98,14.36,14.36,17357300 +2018-08-03,115.089996,115.529999,114.860001,114.919998,114.919998,5953200,282.5299990000001,283.660004,282.329987,283.600006,280.682892,53935400,25360.36914,25467.90039,25325.16992,25462.58008,25462.58008,239020000,5.15,5.4,5.15,5.3,5.3,476300,1.1567,1.1583,1.1611,1.1559,0,73.21,73.37,73.73,72.48,175360,0,69.42,69.73,70.0,68.64,0,38072,37850,38285,37736,17230,1,2.951,2.9930000000000003,2.997,2.951,0,832.5,825.0,843.8,823.0,1,907.9,909.8,918.8,904.3,0,2335,94.961,95.01,95.195,94.795,22570,0,21.059999,21.32,20.99,21.16,21.048632,41235200,14.31,14.35,14.11,14.27,14.27,16502400 +2018-08-06,114.559998,114.720001,114.309998,114.330002,114.330002,5811600,283.640015,284.98999,283.200012,284.640015,281.712189,39400900,25437.42969,25540.01953,25381.38086,25502.17969,25502.17969,238990000,5.3,5.4,5.2,5.25,5.25,280900,1.1554,1.1571,1.1574,1.1527,0,73.75,73.21,74.47,73.08,200580,1,69.5,69.23,70.56,69.2,1,37896,38099,38119,37859,10330,0,2.945,2.9560000000000004,2.962,2.925,0,824.3,836.1,838.8,822.0,0,903.6,905.5,911.0,896.6,0,2335,95.187,95.045,95.35,95.03,15080,1,21.02,21.049999,20.879999,20.9,20.789999,25437500,14.4,14.54,14.3,14.31,14.31,20448200 +2018-08-07,114.849998,114.940002,114.419998,114.589996,114.589996,5188000,285.390015,286.01001,285.23999,285.579987,282.642517,43196600,25551.65039,25692.7207,25551.65039,25628.91016,25628.91016,239910000,5.25,5.4,5.15,5.15,5.15,379000,1.1599,1.1555,1.161,1.1547,1,74.65,73.61,74.9,73.57,228990,1,69.78,69.5,70.43,69.44,1,37883,37967,38179,37855,13820,0,2.977,2.943,2.979,2.9360000000000004,1,832.6,824.3,839.6,823.3,1,902.9,901.1,915.2,899.6,0,2335,95.046,95.17,95.225,94.81,15100,0,21.07,21.09,20.639999,20.66,20.551264,32676600,14.43,14.48,14.34,14.36,14.36,13378800 +2018-08-08,114.75,114.949997,114.410004,114.910004,114.910004,3808000,285.390015,285.910004,284.940002,285.459991,282.523743,42114600,25615.7207,25634.10938,25557.48047,25583.75,25583.75,217770000,5.2,5.35,5.15,5.3,5.3,364300,1.1611,1.1598,1.1629,1.1571,1,72.28,74.64,74.87,71.65,269510,0,67.31,69.79,69.94,66.89,0,37947,37965,38079,37774,14330,1,2.964,2.9730000000000003,2.986,2.958,0,832.0,832.5,834.7,824.6,0,886.4,902.2,907.4,885.0,0,2335,94.89,94.99,95.25,94.82,16850,0,20.68,20.799999,20.6,20.76,20.650738,26936600,14.19,14.19,13.8,13.9,13.9,28879800 +2018-08-09,115.019997,115.120003,114.690002,114.739998,114.739998,4252300,285.5299990000001,285.970001,284.920013,285.070007,282.137787,35652400,25589.78906,25613.31055,25492.68945,25509.23047,25509.23047,214970000,5.3,5.35,5.15,5.2,5.2,298000,1.1527,1.1609,1.162,1.1525,0,72.07,72.16,72.89,71.86,197060,0,67.25,67.3,67.92,67.02,0,38127,38000,38186,37877,14220,1,2.929,2.959,2.964,2.924,0,833.7,832.1,842.0,827.6,1,898.4,894.8,901.0,885.3,1,2345,95.355,94.955,95.485,94.87,19150,1,20.82,21.02,20.700001,20.709999,20.601,26457700,13.97,14.03,13.87,13.88,13.88,16144000 +2018-08-10,114.809998,115.230003,114.610001,114.690002,114.690002,6757900,283.450012,284.059998,282.359985,283.160004,280.247437,77076000,25401.18945,25401.18945,25222.88086,25313.14063,25313.14063,234480000,5.15,5.25,5.05,5.1,5.1,634300,1.1411,1.1526,1.1537,1.1384,0,72.81,71.97,73.14,71.4,228740,1,68.23,67.24,68.33,66.62,1,37968,38079,38130,37908,16060,0,2.873,2.929,2.931,2.853,0,828.8,833.9,837.1,828.5,0,901.1,899.6,904.4,890.1,1,2345,96.218,95.48,96.31,95.385,43150,1,20.67,20.780001,20.51,20.559999,20.45179,34589200,14.01,14.12,13.99,14.08,14.08,18042000 +2018-08-13,113.809998,113.809998,112.830002,112.959999,112.959999,9130800,283.470001,284.160004,281.769989,282.100006,279.198334,65686900,25327.18945,25381.39063,25153.92969,25187.69922,25187.69922,219990000,5.05,5.15,4.8,4.85,4.85,1488100,1.1409,1.1389,1.1434,1.1364,0,72.61,73.0,73.09,71.04,220340,0,67.72,68.19,68.19,66.05,0,37711,38040,38159,37655,22520,0,2.877,2.866,2.889,2.8480000000000003,1,799.8,830.2,830.5,797.0,0,880.9,902.4,902.5,877.3,0,2345,96.251,96.25,96.39,96.02,20270,1,20.389999,20.41,19.879999,19.98,19.874842,71197400,14.01,14.05,13.68,14.01,14.01,27380100 +2018-08-14,113.25,113.480003,112.839996,113.07,113.07,7085900,282.920013,284.170013,282.480011,283.899994,280.979797,43842000,25215.68945,25339.50977,25201.86914,25299.91992,25299.91992,219210000,4.95,5.05,4.9,4.95,4.95,736300,1.1344,1.141,1.1431,1.133,0,72.46,72.82,73.93,72.16,242750,0,67.02,67.73,68.66,66.83,0,37799,37770,37873,37660,12620,1,2.9,2.877,2.902,2.877,1,801.2,799.8,808.2,795.9,1,890.0,884.7,890.7,878.0,1,2350,96.605,96.21,96.67,96.02,20760,1,20.02,20.059999,19.74,19.77,19.665949,31663100,14.22,14.23,13.89,13.99,13.99,18942300 +2018-08-16,111.459999,111.879997,111.099998,111.099998,111.099998,7484600,283.399994,285.040009,283.359985,284.059998,281.138184,69967900,25294.9707,25607.33984,25294.9707,25558.73047,25558.73047,342430000,4.7,4.9,4.5,4.55,4.55,1219500,1.1377,1.1345,1.1411,1.1335,1,71.43,70.65,71.52,70.4,227200,1,65.61,65.09,65.72,64.69,1,36889,37677,37677,36423,24630,0,2.87,2.864,2.893,2.857,1,781.0,765.3,795.7,756.0,1,874.8,829.6,887.5,815.2,1,2360,96.536,96.615,96.665,96.205,19620,0,18.799999,18.950001,18.15,18.16,18.064421,78684200,13.57,13.65,13.52,13.63,13.63,18469000 +2018-08-17,111.690002,112.150002,111.379997,112.129997,112.129997,8471000,283.829987,285.559998,283.369995,285.059998,282.127899,65618500,25550.80078,25728.16016,25521.66016,25669.32031,25669.32031,284160000,4.6,4.8,4.6,4.7,4.7,963700,1.1439,1.1377,1.1447,1.1365,1,71.83,71.35,72.49,71.25,217160,1,66.08,65.58,66.53,65.5,1,36778,36856,36994,36751,14010,0,2.864,2.8680000000000003,2.877,2.844,0,788.1,781.5,790.3,772.8,1,877.8,867.7,892.1,861.6,1,2360,95.981,96.5,96.56,95.97,17170,0,18.389999,18.799999,18.309999,18.719999,18.621473,108432900,13.81,13.82,13.61,13.69,13.69,20418900 +2018-08-20,112.379997,112.739998,112.160004,112.690002,112.690002,5313400,285.570007,285.970001,285.059998,285.670013,282.731628,39807500,25727.69922,25790.16992,25716.41016,25758.68945,25758.68945,248570000,4.85,4.9,4.7,4.85,4.85,455200,1.1481,1.1442,1.1486,1.1394,1,72.21,71.77,72.75,71.42,249100,1,66.31,65.86,66.42,65.65,1,36778,36920,37036,36729,14670,0,2.819,2.866,2.869,2.815,0,795.9,788.2,797.9,786.1,1,898.7,886.3,903.5,886.3,1,2380,95.789,96.05,96.3,95.655,17940,0,18.809999,18.959999,18.58,18.790001,18.691107,50865700,13.69,13.8,13.66,13.76,13.76,17522400 +2018-08-21,112.769997,113.099998,112.440002,113.019997,113.019997,5042400,286.25,287.309998,285.709991,286.339996,283.394714,67272000,25786.99023,25888.82031,25784.90039,25822.28906,25822.28906,241620000,4.9,5.0,4.8,5.0,5.0,557800,1.1571,1.1482,1.1602,1.1479,1,72.63,72.15,72.95,72.05,201240,1,66.88,66.31,67.33,66.17,1,36952,36890,37063,36881,13550,1,2.842,2.824,2.853,2.819,1,795.3,795.6,803.3,786.9,0,910.0,898.7,911.2,898.2,1,2380,95.15,95.625,95.66,94.96,24690,0,18.809999,18.98,18.68,18.92,18.820421,32200100,13.96,13.98,13.81,13.83,13.83,10723600 +2018-08-22,113.389999,113.489998,113.07,113.269997,113.269997,6215600,285.880005,286.76001,285.579987,286.170013,283.226471,44993300,25825.06055,25836.16016,25722.42969,25733.59961,25733.59961,200480000,5.05,5.15,4.9,4.95,4.95,1367200,1.1597,1.157,1.1624,1.1551,1,74.78,72.76,75.0,72.7,300690,1,68.81,66.89,68.96,66.81,1,36900,37160,37172,36831,10000,0,2.821,2.824,2.837,2.8080000000000003,0,792.9,795.3,801.5,788.5,0,918.2,903.2,920.5,900.2,1,2380,95.051,95.095,95.28,94.83,17930,0,19.049999,19.08,18.92,19.059999,18.959684,29172600,14.13,14.32,14.06,14.27,14.27,20301600 +2018-08-23,112.68,112.879997,112.059998,112.199997,112.199997,5500100,285.970001,286.940002,285.429993,285.790009,282.850403,49204900,25714.85938,25762.56055,25608.01953,25656.98047,25656.98047,213270000,4.95,5.05,4.8,4.8,4.8,847600,1.1539,1.1596,1.1601,1.153,0,74.73,74.72,74.87,74.21,199660,0,68.65,68.82,68.88,68.14,0,36608,36770,36785,36535,18260,0,2.8280000000000003,2.817,2.832,2.812,1,775.6,792.8,793.2,774.8,0,911.2,917.9,919.9,905.2,0,2380,95.583,95.08,95.625,95.08,18330,1,18.870001,18.870001,18.35,18.459999,18.362841,60360200,14.2,14.31,14.16,14.27,14.27,11531100 +2018-08-24,113.25,114.419998,113.209999,114.160004,114.160004,9214700,286.440002,287.670013,286.380005,287.51001,284.552673,57487400,25688.58008,25826.05078,25688.58008,25790.34961,25790.34961,200330000,5.0,5.15,4.9,5.1,5.1,948300,1.1623,1.154,1.1641,1.1533,1,75.82,74.73,76.42,74.68,235090,1,69.34,68.67,70.1,68.58,1,37004,36598,37130,36534,20480,1,2.813,2.824,2.85,2.812,0,790.5,775.6,794.3,774.1,1,928.6,908.3,935.0,906.5,1,2380,95.063,95.57,95.61,94.935,23380,0,18.709999,19.219999,18.620001,18.950001,18.850264000000006,72678300,14.5,14.58,14.36,14.43,14.43,14303300 +2018-08-27,114.120003,114.779999,114.120003,114.589996,114.589996,4364000,288.859985,289.899994,288.679993,289.7799990000001,286.799347,57072400,25882.71094,26067.57031,25882.71094,26049.64063,26049.64063,220510000,5.1,5.3,5.05,5.15,5.15,690100,1.1678,1.1631,1.1694,1.1592,1,76.21,75.54,76.34,75.39,101080,1,69.67,69.37,69.72,69.05,1,37150,37020,37263,36993,14180,1,2.846,2.821,2.8510000000000004,2.815,1,805.0,792.7,805.8,787.4,1,941.9,933.1,945.8,927.0,1,2380,94.684,95.08,95.23,94.595,18840,0,19.059999,19.309999,19.030001,19.280001,19.178528,48725600,14.48,14.51,14.41,14.5,14.5,10867600 +2018-08-28,114.760002,114.870003,113.550003,113.68,113.68,6101400,290.299988,290.420013,289.399994,289.920013,286.937897,46943500,26092.69922,26122.24023,26037.84961,26064.01953,26064.01953,211470000,5.25,5.25,5.0,5.05,5.05,460800,1.1695,1.1678,1.1735,1.1662,1,75.95,76.34,76.97,75.73,179660,0,69.22,69.66,69.86,68.88,0,37120,37171,37525,37091,18560,0,2.884,2.8510000000000004,2.888,2.844,1,791.8,805.0,810.0,787.9,0,939.4,945.6,949.8,932.6,0,2390,94.635,94.66,94.825,94.34,18560,0,19.4,19.49,18.799999,18.92,18.820421,52003800,14.51,14.51,14.35,14.43,14.43,10730100 +2018-08-29,114.160004,114.209999,113.849998,114.199997,114.199997,5616300,290.160004,291.73999,289.890015,291.480011,288.481842,61485500,26082.5293,26167.93945,26035.30078,26124.57031,26124.57031,214960000,4.8,5.1,4.7,5.0,5.0,581500,1.1708,1.1695,1.1712,1.1652,1,77.14,75.99,77.42,75.67,130440,1,70.3,69.22,70.39,69.03,1,37135,37048,37215,36950,18050,1,2.886,2.878,2.898,2.866,1,797.2,792.0,798.9,786.7,1,958.5,933.0,959.8,933.0,1,2390,94.522,94.63,94.86,94.44,18770,0,19.0,19.120001,18.889999,18.99,18.890053,32824200,14.53,14.67,14.48,14.66,14.66,17719500 +2018-08-30,113.919998,113.93,113.239998,113.639999,113.639999,5431600,290.940002,291.359985,289.630005,290.299988,287.313965,61229500,26099.00977,26104.36914,25934.80078,25986.91992,25986.91992,240440000,4.95,5.05,4.95,5.0,5.0,432600,1.1671,1.1707,1.172,1.1641,0,77.77,77.33,78.03,77.18,90220,1,70.64,70.31,71.11,70.19,1,36861,37069,37158,36802,18790,0,2.859,2.88,2.888,2.855,0,791.1,797.2,797.9,788.0,0,963.7,957.0,975.0,949.9,1,2390,94.679,94.455,94.85,94.395,21370,1,18.860001,18.860001,18.58,18.690001,18.591633,41048500,14.69,14.83,14.64,14.75,14.75,14333900 +2018-08-31,113.720001,114.059998,113.440002,113.510002,113.510002,5048700,289.839996,290.809998,289.290009,290.309998,287.323883,66140800,25964.84961,26028.83008,25879.76953,25964.82031,25964.82031,273440000,5.0,5.0,4.8,4.9,4.9,919500,1.1601,1.1671,1.1692,1.1585,0,77.42,77.53,77.79,77.0,25830,0,70.49,70.67,70.96,70.25,0,36701,37109,37175,36656,19710,0,2.86,2.86,2.8680000000000003,2.8310000000000004,1,787.8,791.1,801.3,784.4,0,980.3,959.7,980.3,959.7,1,0,95.083,94.655,95.17,94.485,21920,1,18.709999,18.84,18.5,18.549999,18.452368,32493200,14.73,14.78,14.65,14.71,14.71,11002800 +2018-09-04,112.75,113.07,112.610001,112.93,112.93,6617500,289.839996,290.209991,288.679993,289.809998,286.82901,57594400,25916.07031,25971.76953,25805.94922,25952.48047,25952.48047,254600000,4.95,4.95,4.6,4.6,4.6,1221600,1.1582,1.1623,1.1629,1.1528,0,78.17,78.19,79.72,77.44,320450,1,69.86,70.6,71.89,69.55,0,36156,36784,36881,36000,180,0,2.898,2.86,2.906,2.855,1,777.8,787.4,791.4,765.6,0,977.9,967.8,985.0,964.7,1,2390,95.38,95.105,95.68,95.085,22200,1,18.280001,18.35,17.969998999999994,18.02,17.925158,68162500,14.85,14.87,14.53,14.58,14.58,15035800 +2018-09-05,113.360001,113.440002,113.120003,113.32,113.32,4459200,289.410004,289.640015,287.890015,289.0299990000001,286.0570370000001,72452400,25919.83984,26011.2207,25871.03906,25974.99023,25974.99023,289210000,4.6,4.65,4.55,4.6,4.6,505700,1.1629,1.1581,1.164,1.1542,1,77.27,77.82,78.09,76.91,277120,0,69.02,69.84,70.03,68.99,0,36516,36299,37555,36260,50,1,2.904,2.898,2.917,2.884,1,785.5,778.1,786.5,770.1,1,971.6,971.0,971.0,971.0,0,2390,95.124,95.35,95.62,94.995,24330,0,18.15,18.17,17.790001,17.870001000000006,17.775948,37114900,14.58,14.64,14.44,14.49,14.49,12873600 +2018-09-06,113.889999,114.260002,113.279999,113.540001,113.540001,4784700,289.149994,289.48999,287.0,288.160004,285.196014,65909900,25973.01953,26073.67969,25880.83984,25995.86914,25995.86914,262380000,4.7,4.7,4.25,4.3,4.3,1607000,1.1622,1.1629,1.166,1.1603,0,76.5,77.02,77.77,75.64,274790,0,68.33,69.01,69.42,67.39,0,37151,37120,37445,37086,19490,1,2.878,2.9,2.911,2.8710000000000004,0,792.7,785.8,796.3,781.0,1,961.0,960.9,974.7,959.0,0,2390,94.988,95.04,95.175,94.88,17390,0,17.950001,18.16,17.77,17.84,17.746105,44015200,14.46,14.49,14.1,14.3,14.3,15539100 +2018-09-07,113.260002,113.599998,112.970001,113.230003,113.230003,3714000,286.980011,288.700012,286.709991,287.600006,284.641754,73524800,25951.01953,26002.99023,25818.39063,25916.53906,25916.53906,281350000,4.35,4.45,4.2,4.3,4.3,1326300,1.1553,1.1624,1.1651,1.155,0,76.83,76.69,77.1,75.88,209000,1,68.17,68.33,68.46,67.23,0,37167,37100,37380,36908,21400,1,2.939,2.875,2.95,2.8710000000000004,1,781.9,792.4,794.8,775.1,0,965.8,961.0,976.4,957.6,1,2400,95.329,95.0,95.42,94.83,26240,1,17.75,18.01,17.58,17.879998999999994,17.785894,42474300,14.13,14.29,14.07,14.28,14.28,13748700 +2018-09-10,113.260002,113.43,113.0,113.150002,113.150002,2316500,288.73999,289.040009,287.880005,288.100006,285.136597,50210900,25991.91016,26039.96094,25854.13086,25857.07031,25857.07031,252170000,4.25,4.4,4.2,4.25,4.25,1291400,1.1594,1.156,1.1617,1.1526,1,77.37,77.08,77.92,76.9,244530,1,67.86,68.39,68.81,67.64,0,37494,37195,37527,37163,15070,1,2.935,2.944,2.95,2.93,0,786.3,782.1,801.1,776.7,1,983.6,992.0,992.0,987.0,1,2400,95.11,95.385,95.54,94.985,23110,0,17.889999,17.940001000000006,17.57,17.610001,17.517317000000002,36646400,14.38,14.42,14.17,14.21,14.21,9941300 +2018-09-11,112.650002,113.370003,112.419998,113.220001,113.220001,3791300,287.369995,289.549988,286.980011,289.049988,286.076813,50530500,25841.14063,26019.91992,25754.32031,25971.06055,25971.06055,265960000,4.25,4.3,4.1,4.2,4.2,1194800,1.1607,1.1594,1.1645,1.1565,1,79.06,77.38,79.54,77.36,280310,1,70.09,67.84,70.25,67.75,1,37401,37362,37510,37005,20450,0,2.9810000000000003,2.935,2.983,2.935,1,792.5,786.3,794.1,781.4,1,980.9,976.4,984.0,976.4,0,2400,95.225,95.13,95.33,94.845,29320,1,17.440001000000002,17.620001000000006,17.280001000000002,17.57,17.477526,34496300,14.27,14.63,14.23,14.6,14.6,12411200 +2018-09-12,113.120003,114.389999,113.059998,114.169998,114.169998,6315900,289.059998,289.799988,288.230011,289.119995,286.146118,59810800,25989.07031,26145.7207,25929.42969,25998.91992,25998.91992,282770000,4.2,4.45,4.15,4.35,4.35,1029800,1.1626,1.1604,1.1651,1.157,1,79.74,79.42,80.13,78.75,315270,1,70.39,70.11,71.5,69.75,1,37283,37374,37527,36963,23320,0,2.965,2.974,2.9760000000000004,2.955,0,799.8,792.6,802.0,783.3,1,993.3,986.1,986.1,985.9,1,2410,94.768,95.11,95.27,94.705,34870,0,17.549999,18.290001,17.43,18.110001,18.014685,80327200,14.75,14.96,14.73,14.78,14.78,18648500 +2018-09-13,114.720001,114.779999,113.580002,113.760002,113.760002,5635900,290.320007,291.040009,290.0,290.829987,287.838531,51034200,26083.93945,26191.64063,26067.08008,26145.99023,26145.99023,260800000,4.45,4.55,4.25,4.25,4.25,950400,1.169,1.1627,1.1703,1.1608,1,78.18,79.6,79.71,77.87,298140,0,69.04,70.42,70.44,68.56,0,37061,37191,37385,37025,10740,0,2.974,2.964,2.983,2.944,1,804.2,799.7,813.7,799.6,1,997.0,996.6,999.9,996.0,1,2420,94.517,94.85,94.955,94.41,27960,0,18.389999,18.42,17.940001000000006,18.09,17.994789,42941600,14.61,14.67,14.39,14.49,14.49,18426700 +2018-09-14,113.790001,113.900002,112.910004,113.019997,113.019997,5375600,291.059998,291.269989,290.0,290.880005,287.888,55079900,26169.56055,26211.10938,26068.28906,26154.66992,26154.66992,228640000,4.2,4.3,4.1,4.1,4.1,1028200,1.163,1.169,1.1724,1.1619,0,78.09,78.45,78.94,77.37,261060,0,69.17,69.06,70.08,68.13,1,36993,37163,37250,36910,16660,0,2.999,2.974,3.003,2.968,1,794.6,804.2,812.4,794.6,0,998.8,999.9,1004.0,999.0,1,2420,94.925,94.56,94.99,94.355,10470,1,18.08,18.200001,17.92,17.98,17.885368,28846500,14.48,14.71,14.31,14.5,14.5,16358000 +2018-09-17,113.599998,114.029999,113.550003,113.610001,113.610001,4727300,290.820007,290.859985,289.0299990000001,289.339996,286.363831,68244000,26151.66016,26184.4707,26030.34961,26062.11914,26062.11914,230230000,4.15,4.35,4.15,4.35,4.35,1136200,1.1683,1.1623,1.1699,1.1617,1,78.05,78.07,78.9,77.73,207610,0,68.61,68.86,69.8,68.61,0,37433,37200,37510,37136,18840,1,2.994,2.99,3.022,2.985,0,795.4,793.5,808.0,792.4,1,1005.3,998.8,999.1,998.8,1,2430,94.486,94.925,94.925,94.49,60,0,18.139999,18.42,18.0,18.32,18.223579,45917300,14.61,14.66,14.42,14.47,14.47,14423300 +2018-09-18,113.790001,113.910004,113.279999,113.440002,113.440002,4737800,289.579987,291.579987,289.549988,290.910004,287.917725,61930400,26076.21094,26317.33984,26076.21094,26246.96094,26246.96094,243000000,4.4,4.4,4.15,4.35,4.35,946100,1.1667,1.1684,1.1726,1.1651,0,79.03,77.78,79.73,77.46,259180,1,69.86,68.62,70.48,68.61,1,37438,37300,37659,37171,18950,1,3.057,2.979,3.059,2.977,1,815.2,795.5,819.0,795.0,1,1027.4,1010.1,1025.7,1010.1,1,2440,94.227,94.18,94.32,93.88,19090,0,18.299999,18.459999,18.209999,18.43,18.333,40661400,14.69,14.81,14.59,14.69,14.69,14687600 +2018-09-19,113.940002,114.150002,113.68,113.879997,113.879997,4223200,290.970001,291.690002,290.829987,291.220001,288.224518,49080600,26287.83984,26464.41016,26280.75977,26405.75977,26405.75977,251330000,4.35,4.8,4.3,4.8,4.8,1105800,1.1673,1.1667,1.1716,1.1648,1,79.4,78.97,79.5,78.51,275870,1,71.42,69.88,71.55,69.69,1,37321,37500,37605,37290,18350,0,3.0660000000000003,3.055,3.092,3.044,1,824.2,815.2,827.3,812.6,1,1053.4,1038.1,1044.1,1038.1,1,2485,94.119,94.15,94.325,93.91,15320,0,18.540001,18.959999,18.51,18.75,18.651316,50131500,14.74,14.95,14.73,14.94,14.94,17463400 +2018-09-20,114.209999,114.370003,113.860001,114.269997,114.269997,4384200,292.640015,293.940002,291.23999,293.579987,290.560242,100360600,26519.39063,26697.49023,26519.39063,26656.98047,26656.98047,260480000,4.75,4.8,4.4,4.45,4.45,2388000,1.1777,1.1671,1.1786,1.1665,1,78.7,79.44,79.83,78.51,300160,0,70.55,71.41,71.7,70.39,0,37259,37252,37390,37200,10620,0,3.064,3.0660000000000003,3.096,3.059,0,835.0,824.2,835.9,818.8,1,1066.8,1060.0,1060.0,1060.0,1,2545,93.491,94.165,94.165,93.405,28350,0,18.940001,19.110001,18.67,18.93,18.830368,45547700,15.02,15.05,14.78,14.8,14.8,14768600 +2018-09-21,112.870003,113.68,112.790001,113.489998,113.489998,6831400,293.089996,293.220001,291.809998,291.98999,290.294769,105479700,26726.25,26769.16016,26680.36914,26743.5,26743.5,657620000,4.4,4.65,4.3,4.4,4.4,3872100,1.175,1.1776,1.1804,1.1731,0,78.8,78.67,80.12,78.23,297570,1,71.09,70.56,72.11,70.33,1,37590,37310,37845,37291,29690,1,3.067,3.065,3.085,3.057,1,828.7,835.1,839.0,822.9,0,1043.1,1042.3,1048.9,1028.0,0,2565,93.798,93.49,93.93,93.395,23210,1,18.57,18.93,18.5,18.780001,18.681158,43987000,14.99,15.15,14.78,14.96,14.96,28359900 +2018-09-24,113.68,113.959999,113.43,113.470001,113.470001,4435300,291.339996,291.5,290.369995,291.019989,289.330414,53409600,26705.25,26709.93945,26548.67969,26562.05078,26562.05078,254850000,4.55,4.7,4.4,4.4,4.4,2862200,1.1748,1.1751,1.1817,1.1723,0,81.2,78.97,81.48,78.97,243310,1,72.5,71.92,73.06,71.81,1,37867,37489,37985,37375,17960,1,3.089,3.0980000000000003,3.0980000000000003,3.065,1,831.6,829.4,838.4,826.3,1,1051.4,1038.3,1052.8,1034.7,1,2575,93.775,93.795,93.95,93.415,16810,0,18.9,19.110001,18.75,18.799999,18.701052,45806500,15.22,15.36,15.17,15.25,15.25,24690800 +2018-09-25,113.75,113.889999,113.57,113.650002,113.650002,3004800,291.5299990000001,291.649994,290.480011,290.75,289.061981,44370000,26601.58008,26634.84961,26475.58008,26492.21094,26492.21094,234110000,4.45,4.6,4.4,4.4,4.4,1917300,1.1772,1.1748,1.1793,1.173,1,81.87,81.35,82.55,81.17,240400,1,72.23,72.47,73.05,72.19,0,38242,37820,38390,37602,21070,1,3.0980000000000003,3.089,3.113,3.087,1,827.8,831.6,837.3,825.6,0,1073.3,1068.6,1071.2,1068.6,1,2575,93.711,93.82,93.96,93.59,14780,0,18.99,19.1,18.76,18.85,18.75079,34694500,15.32,15.36,15.18,15.27,15.27,18303900 +2018-09-26,113.110001,113.599998,112.660004,113.050003,113.050003,8297300,290.910004,292.23999,289.410004,289.880005,288.197052,79739700,26536.85938,26606.08984,26349.33984,26385.2793,26385.2793,262620000,4.45,4.5,4.3,4.35,4.35,1515000,1.1740000000000002,1.1767,1.1799,1.1726,0,81.34,81.45,82.22,81.1,130530,0,72.42,72.25,72.67,71.78,1,37866,38250,38296,37850,17480,0,3.048,3.096,3.0980000000000003,3.048,0,827.6,827.8,832.9,823.3,0,1058.8,1051.2,1065.0,1047.6,0,2580,93.773,93.76,94.0,93.52,21090,1,18.719999,18.83,18.389999,18.42,18.323053,78326300,15.17,15.24,15.09,15.11,15.11,11065200 +2018-09-27,112.099998,112.419998,111.849998,112.050003,112.050003,7683400,290.410004,291.910004,290.100006,290.690002,289.002319,59249500,26418.26953,26557.00977,26379.94922,26439.92969,26439.92969,226350000,4.3,4.4,4.25,4.25,4.25,806300,1.1641,1.1740000000000002,1.1759,1.1637,0,81.72,81.8,82.44,81.32,124000,1,72.42,72.44,72.86,72.02,1,37599,37981,38060,37410,20650,0,3.055,3.054,3.074,3.03,1,813.2,827.4,835.7,810.0,0,1073.5,1058.8,1075.3,1050.1,1,2580,94.524,93.89,94.62,93.81,27050,1,18.219999,18.48,18.139999,18.34,18.243473,42157400,15.26,15.27,15.15,15.26,15.26,11781900 +2018-09-28,112.160004,113.0,112.07,112.760002,112.760002,6020600,289.98999,291.2799990000001,289.950012,290.720001,289.032166,70091400,26407.66016,26515.75977,26383.57031,26458.31055,26458.31055,264030000,4.3,4.5,4.25,4.4,4.4,1303200,1.1609,1.1641,1.1652,1.1567,0,82.72,81.63,82.87,81.6,19680,1,73.78,72.42,74.0,72.16,1,38577,37626,38634,37506,29760,1,3.065,3.048,3.065,3.026,1,818.5,813.2,826.8,809.2,1,1064.6,1073.5,1085.0,1062.1,0,0,94.737,94.63,94.985,94.55,23140,1,18.5,18.690001,18.469999,18.52,18.422527,36328000,15.24,15.57,15.23,15.52,15.52,18517100 +2018-10-01,112.400002,112.620003,112.150002,112.57,112.57,3892600,292.109985,292.929993,290.980011,291.730011,290.036316,62078900,26598.35938,26737.98047,26596.05078,26651.21094,26651.21094,238320000,4.35,4.65,4.3,4.65,4.65,1693300,1.1578,1.1609,1.163,1.1563,0,84.98,82.79,85.45,82.55,347530,1,75.77,73.73,76.0,73.19,1,38445,38500,38607,38055,21350,0,3.0860000000000003,3.067,3.095,3.063,1,826.9,818.6,828.4,811.4,1,1048.4,1064.3,1065.5,1037.7,0,2580,94.929,94.71,95.0,94.605,14860,1,18.440001,18.620001,18.43,18.549999,18.452368,30221100,15.5,16.01,15.45,15.95,15.95,26228400 +2018-10-03,113.870003,114.050003,113.260002,113.419998,113.419998,6674500,292.73999,293.209991,291.320007,291.720001,290.026367,64694600,26833.4707,26951.81055,26789.08008,26828.39063,26828.39063,280130000,4.5,4.55,4.35,4.5,4.5,1092800,1.1478,1.1548,1.1595,1.1465,0,86.29,84.79,86.74,84.01,345220,1,76.39,75.41,77.12,74.56,1,39092,38500,39298,38500,18840,1,3.181,3.0610000000000004,3.187,3.05,1,827.8,835.9,840.0,827.5,0,1048.9,1047.0,1058.0,1038.6,1,2580,95.406,95.115,95.745,94.885,21510,1,19.1,19.23,18.75,18.790001,18.691107,47836900,15.85,16.24,15.67,16.08,16.08,26224200 +2018-10-04,113.830002,114.190002,113.260002,113.480003,113.480003,6616200,291.179993,291.23999,287.660004,289.440002,287.759583,111545900,26784.08008,26793.82031,26471.60938,26627.48047,26627.48047,289600000,4.5,4.65,4.4,4.45,4.45,608200,1.1515,1.1478,1.1543,1.1464,1,84.58,85.99,86.43,84.14,361250,0,74.97,76.41,76.67,74.11,0,38971,38950,39329,38830,20350,0,3.187,3.198,3.232,3.176,1,827.4,827.8,836.4,823.2,0,1048.0,1048.9,1056.8,1041.1,0,2580,95.412,95.715,95.78,95.19,25230,1,18.91,18.99,18.59,18.75,18.651316,42990700,16.030001000000002,16.030001000000002,15.61,15.74,15.74,26401700 +2018-10-05,113.809998,114.099998,113.57,113.800003,113.800003,7994400,289.690002,290.269989,286.220001,287.820007,286.1489870000001,105951700,26632.76953,26676.16016,26301.81055,26447.05078,26447.05078,267100000,4.6,4.6,4.35,4.4,4.4,774400,1.1524,1.1513,1.155,1.1483,1,84.16,84.89,85.12,83.92,300620,0,74.5,74.95,75.41,74.17,0,39274,38850,39360,38715,20990,1,3.233,3.193,3.248,3.187,1,825.3,827.4,834.3,821.9,0,1063.5,1048.0,1069.3,1043.4,1,2580,95.305,95.41,95.625,95.175,23060,0,18.82,18.9,18.58,18.65,18.551842,32050300,15.72,15.88,15.6,15.69,15.69,26026300 +2018-10-08,112.25,112.589996,111.900002,112.540001,112.540001,12111600,287.049988,288.220001,285.5,287.820007,286.1489870000001,87742200,26399.44922,26529.34961,26223.08984,26486.7793,26486.7793,273020000,4.35,4.65,4.35,4.6,4.6,608300,1.1492,1.152,1.1536,1.1459,0,83.91,84.17,84.31,82.66,290090,0,74.42,74.03,74.5,73.27,1,38458,39100,39100,38405,21670,0,3.2310000000000003,3.237,3.237,3.2310000000000003,0,825.3,825.2,827.1,812.4,1,1069.0,1065.4,1069.3,1048.6,1,2570,95.436,95.3,95.705,95.26,12180,1,18.360001,18.73,18.200001,18.709999,18.611526,50616600,15.56,15.71,15.53,15.68,15.68,19786700 +2018-10-09,112.370003,112.669998,111.970001,112.599998,112.599998,8352300,287.390015,288.859985,286.769989,287.399994,285.731415,74339000,26469.18945,26539.93945,26324.16016,26430.57031,26430.57031,282560000,4.45,4.55,4.45,4.45,4.45,344800,1.149,1.1491,1.1504,1.143,0,85.0,83.91,85.45,83.73,351400,1,74.91,74.44,75.41,74.16,1,38621,38538,38788,38462,14860,1,3.2060000000000004,3.2310000000000003,3.261,3.2030000000000003,0,829.3,825.3,830.6,814.0,1,1064.8,1069.0,1077.5,1058.6,0,2570,95.346,95.425,95.84,95.31,21730,0,18.58,18.629999,18.290001,18.389999,18.293211,39183800,15.78,15.9,15.64,15.82,15.82,23300600 +2018-10-10,112.470001,112.959999,112.25,112.879997,112.879997,10571300,286.829987,286.910004,277.880005,278.299988,276.684265,214731000,26441.73047,26487.86914,25567.09961,25598.74023,25598.74023,438200000,4.45,4.5,4.35,4.5,4.5,695100,1.152,1.1491,1.1547,1.1479,1,83.09,84.98,85.17,82.26,319090,0,72.8,74.9,75.22,72.53,0,38485,38662,38729,38336,14070,0,3.174,3.214,3.244,3.165,0,824.5,829.3,831.4,822.6,0,1060.7,1064.8,1074.0,1055.6,0,2565,95.177,95.305,95.47,95.05,20040,0,18.33,18.709999,18.15,18.629999,18.531946,57558300,15.77,15.77,15.37,15.38,15.38,18077900 +2018-10-11,114.199997,116.040001,114.089996,115.779999,115.779999,26810900,277.079987,278.899994,270.359985,272.170013,270.589874,274840500,25518.39063,25683.64063,24899.76953,25052.83008,25052.83008,522880000,4.65,4.75,4.5,4.75,4.75,1293200,1.1594,1.1519,1.16,1.1517,1,80.26,82.47,82.63,79.8,482510,0,71.2,72.78,72.84,70.64,0,38889,38530,39040,38415,22680,1,3.1460000000000004,3.1630000000000003,3.195,3.124,0,841.9,824.5,847.9,818.3,1,1071.0,1060.6,1089.3,1059.3,1,2525,94.706,95.12,95.125,94.665,29200,0,19.030001,19.99,18.84,19.870001,19.765423,134790100,15.22,15.27,14.89,14.95,14.95,29788500 +2018-10-12,115.580002,115.709999,115.080002,115.230003,115.230003,12939300,276.769989,277.089996,272.369995,275.950012,274.347931,183186500,25407.63086,25467.55078,25000.83008,25339.99023,25339.99023,397510000,4.75,4.75,4.45,4.55,4.55,916200,1.1563,1.1592,1.1611,1.1534,0,80.43,80.28,81.48,79.23,373090,1,71.56,71.19,72.11,70.77,1,38918,38805,39089,38760,14210,1,3.167,3.154,3.184,3.131,1,841.8,842.0,846.7,839.3,0,1060.8,1071.0,1082.9,1059.6,0,2515,94.911,94.715,95.055,94.64,16370,1,19.75,19.889999,19.27,19.75,19.646053,63982500,15.14,15.16,14.92,15.12,15.12,26727200 +2018-10-15,116.120003,116.529999,115.889999,116.0,116.0,11828400,275.549988,277.040009,274.299988,274.399994,272.806915,102263700,25332.46094,25482.41992,25243.88086,25250.55078,25250.55078,287320000,4.7,4.75,4.45,4.45,4.45,1022000,1.1579,1.1559,1.1608,1.1537,1,80.78,81.0,81.92,79.85,284650,1,71.92,72.42,72.47,70.94,0,39153,39050,39444,39037,17150,1,3.156,3.158,3.165,3.142,0,846.8,843.3,854.4,843.2,1,1077.6,1060.7,1083.0,1060.3,1,2500,94.754,95.005,95.06,94.635,13750,0,20.02,20.389999,19.93,20.059999,19.95442,64151500,15.12,15.17,14.97,15.13,15.13,22378000 +2018-10-16,116.489998,116.599998,115.800003,115.800003,115.800003,9531800,276.600006,280.820007,276.070007,280.399994,278.772064,118255800,25351.5293,25817.67969,25351.5293,25798.41992,25798.41992,305800000,4.55,4.75,4.5,4.6,4.6,1130900,1.1575,1.158,1.1623,1.1564,0,81.41,80.88,81.75,79.8,329330,1,72.32,71.93,72.49,71.11,1,38864,39150,39312,38830,17380,0,3.1630000000000003,3.158,3.178,3.152,1,845.2,846.7,850.2,842.8,0,1072.8,1077.6,1082.9,1068.9,0,2490,94.748,94.765,94.9,94.47,15730,0,20.23,20.33,19.76,19.99,19.884789,40971300,15.09,15.27,15.05,15.19,15.19,18469600 +2018-10-17,115.889999,116.330002,115.68,115.790001,115.790001,7078600,280.440002,281.149994,277.559998,280.450012,278.82180800000003,110626000,25705.86914,25810.08984,25479.16016,25706.67969,25706.67969,298210000,4.6,4.7,4.5,4.55,4.55,937200,1.1501,1.1575,1.1585,1.1495,0,80.05,81.74,81.85,79.17,336600,0,69.95,72.33,72.36,69.5,0,38835,38820,39109,38741,15180,0,3.207,3.169,3.207,3.1460000000000004,1,835.1,844.9,845.9,834.6,0,1064.9,1072.8,1077.0,1063.1,0,2490,95.297,94.795,95.375,94.77,24830,1,19.99,20.23,19.77,19.91,19.80521,43598000,15.05,15.06,14.69,14.82,14.82,31607600 +2018-10-18,115.830002,116.410004,115.629997,115.919998,115.919998,7964100,279.399994,280.070007,274.970001,276.399994,274.795288,134557500,25645.56055,25691.46094,25236.00977,25379.44922,25379.44922,328020000,4.6,4.65,4.5,4.55,4.55,504900,1.1453,1.15,1.1528,1.1448,0,79.29,80.23,80.31,78.69,359010,0,68.83,69.94,70.0,68.53,0,38859,38702,38960,38525,9410,1,3.177,3.207,3.217,3.16,0,831.5,835.0,837.3,828.6,0,1062.5,1064.9,1070.6,1057.5,0,2490,95.638,95.365,95.735,95.21,23260,1,19.85,20.35,19.77,20.0,19.894737,40595000,14.56,14.76,14.51,14.56,14.56,23906400 +2018-10-19,116.230003,116.239998,115.959999,116.010002,116.010002,7453900,277.130005,279.299988,275.470001,276.25,274.646179,139901600,25421.08984,25608.71094,25350.01953,25444.33984,25444.33984,350810000,4.6,4.6,4.5,4.55,4.55,577000,1.1515,1.1451,1.1536,1.1433,1,79.78,79.44,80.88,79.22,291070,1,69.39,68.85,69.79,68.59,1,38796,38795,38957,38689,12770,0,3.196,3.175,3.209,3.169,1,833.9,831.5,839.9,830.4,1,1072.0,1062.5,1080.7,1062.5,1,2490,95.443,95.695,95.83,95.275,26370,0,20.190001,20.27,19.969999,20.01,19.904684,32958300,14.68,14.8,14.63,14.72,14.72,20596400 +2018-10-22,115.57,115.779999,115.43,115.709999,115.709999,5200500,277.0,277.359985,274.410004,275.01001,273.413361,82415800,25492.14063,25561.33984,25236.05078,25317.41016,25317.41016,314940000,4.55,4.55,4.45,4.55,4.55,411600,1.1465,1.1507,1.1552,1.1455,0,79.83,80.11,80.41,78.99,269910,1,69.47,69.31,69.71,68.34,1,38730,38841,38910,38605,14160,0,3.2,3.192,3.209,3.177,1,824.0,833.8,841.6,820.8,0,1108.5,1072.5,1111.9,1070.6,1,2490,95.749,95.385,95.84,95.205,16460,1,19.9,19.98,19.68,19.860001,19.755474,30036800,14.6,14.75,14.5,14.74,14.74,17461800 +2018-10-23,117.160004,117.25,116.330002,116.389999,116.389999,12704200,270.950012,274.869995,268.609985,273.609985,272.021484,146352700,25038.46094,25307.69922,24768.78906,25191.42969,25191.42969,436430000,4.65,4.65,4.45,4.5,4.5,641700,1.1471,1.1466,1.1495,1.1438,1,76.44,80.04,80.12,75.88,513720,0,66.27,69.48,69.5,65.64,0,39113,38765,39268,38720,21430,1,3.1710000000000003,3.192,3.194,3.111,0,835.1,824.0,838.2,820.0,1,1126.1,1108.5,1136.9,1104.4,1,2480,95.713,95.775,95.92,95.545,22790,0,20.360001,20.51,19.93,20.1,19.994211,51504500,14.36,14.39,13.93,14.04,14.04,46733900 +2018-10-24,116.379997,116.720001,116.110001,116.660004,116.660004,8563300,273.329987,273.76001,264.700012,265.320007,263.779633,177806700,25172.88086,25306.23047,24533.18945,24583.41992,24583.41992,496400000,4.5,4.5,4.3,4.3,4.3,912900,1.1392,1.147,1.1477,1.1378,0,76.17,76.35,77.57,75.11,366650,0,66.06,66.22,67.61,65.94,0,38836,39094,39128,38782,14870,0,3.111,3.17,3.17,3.094,0,834.6,835.1,838.4,827.9,0,1111.5,1126.1,1126.7,1108.8,0,2480,96.182,95.71,96.305,95.665,28400,1,20.1,20.24,19.799999,19.870001,19.765423,38506000,14.24,14.34,14.04,14.05,14.05,27014000 +2018-10-25,116.580002,116.730003,116.190002,116.400002,116.400002,8303500,267.380005,271.809998,266.230011,270.079987,268.511963,138061500,24736.53906,25104.28906,24645.56055,24984.55078,24984.55078,439670000,4.35,4.35,4.1,4.1,4.1,1208400,1.1376,1.1392,1.1434,1.1355,0,76.89,75.67,77.08,75.35,215240,1,66.81,66.08,67.53,65.92,1,38615,38960,39010,38590,16360,0,3.1260000000000003,3.102,3.145,3.1,1,829.6,834.4,836.5,825.9,0,1087.1,1111.5,1112.4,1086.0,0,2470,96.455,96.12,96.5,95.975,28290,1,19.9,19.93,18.879999,19.0,18.9,85572300,14.18,14.33,14.16,14.21,14.21,15381000 +2018-10-26,116.830002,117.650002,116.459999,116.769997,116.769997,15733100,265.920013,271.0,262.290009,265.329987,263.789551,201574600,24770.25,24916.16016,24445.18945,24688.31055,24688.31055,505310000,4.15,4.2,3.65,3.85,3.85,1967300,1.1403,1.1376,1.1422,1.1334,1,77.62,76.6,77.91,75.77,229750,1,67.5,66.82,67.77,66.11,1,38712,38673,39006,38571,19950,1,3.077,3.109,3.117,3.057,0,836.0,829.5,838.6,825.8,1,1091.6,1087.8,1093.8,1065.3,1,2450,96.128,96.35,96.62,96.05,28670,0,19.129999,19.58,19.01,19.059999,18.959684,74515900,14.12,14.38,14.06,14.33,14.33,21719500 +2018-10-29,116.410004,116.540001,115.839996,116.309998,116.309998,8732500,268.799988,270.25,259.850006,263.859985,262.328094,160749100,24818.98047,25040.58008,24122.23047,24442.91992,24442.91992,443850000,3.85,3.9,3.3,3.3,3.3,1474800,1.1373,1.1408,1.1418,1.1361,0,77.34,77.64,78.03,76.55,117940,0,66.61,67.6,67.85,66.22,0,38285,38819,38972,38373,24210,0,3.089,3.0810000000000004,3.117,3.059,1,836.6,835.7,845.6,833.5,1,1076.7,1089.0,1106.8,1073.5,0,2440,96.35,96.225,96.475,96.115,24380,1,19.030001,19.43,18.82,19.01,18.909948,39090300,14.25,14.28,14.04,14.11,14.11,21263300 +2018-10-30,115.849998,116.040001,115.639999,115.800003,115.800003,7233300,263.670013,268.119995,263.119995,267.769989,266.215393,157116000,24482.03906,24906.67969,24415.68945,24874.64063,24874.64063,470050000,3.5,3.65,3.4,3.45,3.45,982700,1.1344,1.1372,1.1387,1.1338,0,75.91,76.82,77.32,75.09,115190,0,66.4,66.58,67.16,65.29,0,38328,38444,38479,38167,15930,1,3.119,3.087,3.125,3.083,1,838.4,836.6,843.4,834.6,1,1063.1,1076.7,1084.4,1054.5,0,2425,96.791,96.44,96.805,96.395,16490,1,18.969999,19.25,18.82,19.15,19.04921,33839100,13.9,14.16,13.87,14.03,14.03,19665600 +2018-10-31,114.889999,115.169998,114.660004,115.150002,115.150002,11409300,270.649994,273.230011,270.119995,270.630005,269.058807,128296300,25008.82031,25336.55078,25008.82031,25115.75977,25115.75977,448930000,3.45,3.5,3.25,3.3,3.3,1466300,1.1312,1.1345,1.1363,1.1301,0,75.47,76.28,76.92,75.42,34700,0,64.95,66.36,66.9,64.73,0,38050,38400,38476,38015,15910,0,3.149,3.125,3.162,3.123,1,841.8,838.4,843.6,834.4,1,1066.0,1063.1,1073.8,1054.6,1,0,96.901,96.78,96.98,96.655,22880,1,18.84,18.940001,18.639999,18.93,18.830368,55037000,13.99,14.13,13.77,13.79,13.79,31990800 +2018-11-01,116.330002,117.07,116.18,116.629997,116.629997,13662900,271.600006,273.730011,270.380005,273.51001,271.922089,99495000,25142.08008,25396.4707,25108.10938,25380.74023,25380.74023,383970000,3.4,3.55,3.4,3.5,3.5,1130100,1.1409,1.1311,1.1426,1.1306,1,72.89,74.69,74.99,72.56,360160,0,63.52,64.92,65.3,63.07,0,38771,38025,38890,38001,26120,1,3.134,3.155,3.174,3.13,0,867.8,841.8,867.8,841.0,1,1080.1,1066.0,1087.8,1062.6,1,2425,96.081,96.885,96.91,96.0,29790,0,19.24,19.67,19.200001,19.57,19.466999,63588500,13.86,13.86,13.37,13.46,13.46,36053900 +2018-11-02,116.610001,116.980003,116.389999,116.650002,116.650002,8796900,274.75,275.230011,269.589996,271.890015,270.31149300000004,122634100,25443.59961,25578.98047,25078.7207,25270.83008,25270.83008,429480000,3.7,3.7,3.5,3.6,3.6,574700,1.1387,1.1408,1.1458,1.1372,0,72.83,72.75,73.5,72.16,312870,0,62.77,63.52,63.88,62.59,0,38620,38628,38840,38444,19910,0,3.22,3.14,3.224,3.136,1,872.1,867.8,876.4,863.7,1,1102.7,1082.7,1110.4,1078.4,1,2425,96.343,96.13,96.405,95.795,31270,1,19.49,19.66,19.360001,19.629999,19.526684,38780200,13.42,13.52,13.28,13.31,13.31,28761400 +2018-11-05,116.279999,116.669998,116.230003,116.370003,116.370003,6291500,272.440002,274.01001,271.350006,273.390015,271.802795,65622500,25261.4707,25507.34961,25261.4707,25461.69922,25461.69922,334740000,3.65,3.75,3.6,3.65,3.65,597600,1.1407,1.1391,1.1425,1.1356,1,73.17,72.85,74.13,72.26,231140,1,62.8,62.91,64.08,62.48,0,38359,38547,38720,38314,12810,0,3.201,3.208,3.212,3.1860000000000004,0,867.5,873.6,877.0,866.0,0,1119.0,1103.3,1124.4,1097.6,1,2425,96.083,96.275,96.51,96.045,16870,0,19.43,19.799999,19.34,19.559999,19.457052,29600100,13.49,13.59,13.29,13.3,13.3,19649400 +2018-11-06,116.440002,116.529999,115.739998,116.040001,116.040001,7270800,273.320007,275.299988,273.25,275.119995,273.522736,60085900,25452.83008,25651.85938,25444.90039,25635.00977,25635.00977,265450000,3.6,3.65,3.55,3.65,3.65,311700,1.1427,1.1406,1.144,1.1389,1,72.13,72.85,73.28,71.18,290880,0,61.74,62.78,63.26,61.27,0,38128,38389,38535,38070,16250,0,3.2310000000000003,3.208,3.2310000000000003,3.189,1,873.2,867.5,879.8,867.2,1,1101.2,1119.5,1120.0,1087.1,0,2440,96.117,96.115,96.255,95.95,14080,1,19.59,19.66,19.309999,19.4,19.297895,26050300,13.39,13.42,12.99,13.18,13.18,29618600 +2018-11-07,116.260002,116.349998,115.900002,116.029999,116.029999,8392100,277.559998,281.100006,277.079987,281.01001,279.37854,102752100,25788.46094,26200.14063,25765.88086,26180.30078,26180.30078,361780000,3.7,3.7,3.6,3.65,3.65,536800,1.1426,1.1427,1.1502,1.1395,0,72.07,71.66,73.55,71.36,361360,0,61.62,61.76,63.12,61.16,0,38257,38287,38295,38138,2140,1,3.237,3.213,3.25,3.176,1,877.0,873.2,881.5,869.8,1,1118.0,1101.2,1124.3,1098.0,1,2440,95.807,95.765,96.285,95.485,34010,0,19.52,19.559999,19.27,19.309999,19.208368,22573000,13.26,13.31,12.98,13.06,13.06,25920300 +2018-11-08,115.769997,116.150002,115.5,115.779999,115.779999,7638800,280.109985,281.220001,279.220001,280.5,278.87149,65584900,26139.58984,26277.82031,26081.90039,26191.2207,26191.2207,295650000,3.65,3.65,3.45,3.5,3.5,783200,1.1363,1.1425,1.1448,1.1352,0,70.65,72.1,73.08,70.56,350470,0,60.68,61.63,62.37,60.41,0,37613,38173,38173,37379,10650,0,3.239,3.236,3.2430000000000003,3.2060000000000004,1,867.2,876.8,878.3,865.4,0,1110.7,1117.9,1123.4,1098.6,0,2450,96.55,95.995,96.58,95.895,17930,1,19.17,19.469999,19.15,19.379999,19.278,36788400,12.99,13.06,12.82,12.84,12.84,27401000 +2018-11-09,114.599998,114.75,114.139999,114.480003,114.480003,14159200,279.02999900000003,279.23999,276.179993,277.76001,276.1474,98812600,26149.10938,26161.49023,25882.91016,25989.30078,25989.30078,324450000,3.45,3.5,3.3,3.3,3.3,1308100,1.1336,1.1364,1.1371,1.1315,0,70.18,70.87,70.99,69.13,292210,0,59.8,60.69,60.73,59.24,0,36880,37550,37605,36689,17330,0,3.1860000000000004,3.232,3.236,3.18,0,855.6,867.2,867.6,854.7,0,1099.5,1110.7,1113.0,1092.2,0,2460,96.734,96.475,96.85,96.455,16030,1,18.93,19.120001,18.780001,19.040001,18.939791,48178200,12.65,12.84,12.57,12.7,12.7,30864700 +2018-11-12,114.010002,114.050003,113.580002,113.660004,113.660004,7498600,277.190002,277.459991,271.98999,272.570007,270.987549,99673600,25959.33008,25966.71094,25340.50977,25387.17969,25387.17969,346910000,3.3,3.35,3.1,3.1,3.1,983300,1.1218,1.1331,1.1333,1.1214,0,70.12,70.69,71.88,68.87,319230,0,58.94,60.74,61.24,58.66,0,36695,37010,37138,36668,13870,0,3.151,3.1860000000000004,3.1860000000000004,3.151,0,845.0,857.5,860.4,842.7,0,1083.9,1099.0,1104.4,1077.7,0,2485,97.382,96.875,97.53,96.8,21080,1,18.790001,18.889999,18.59,18.610001,18.512053,38310500,12.86,12.97,12.44,12.48,12.48,34847000 +2018-11-13,113.720001,113.93,113.419998,113.699997,113.699997,9309000,273.089996,275.329987,271.25,272.059998,270.480499,98176600,25321.21094,25511.0293,25193.7793,25286.49023,25286.49023,339690000,3.15,3.2,3.0,3.05,3.05,898200,1.1291,1.1219,1.1296,1.1216,1,65.47,69.13,69.68,64.61,445040,0,55.7,58.92,59.33,54.76,0,36385,36670,36775,36355,15900,0,3.142,3.151,3.176,3.138,0,843.7,845.1,853.4,838.2,0,1096.7,1083.9,1098.3,1081.8,1,2500,97.144,97.43,97.505,96.91,24030,0,18.700001,18.73,18.26,18.42,18.323053,37410700,12.42,12.48,11.62,11.69,11.69,84955700 +2018-11-14,113.529999,115.059998,113.459999,114.639999,114.639999,13950200,274.160004,274.609985,268.450012,270.200012,268.631317,125335900,25388.08008,25501.28906,24935.82031,25080.5,25080.5,384240000,3.05,3.2,3.0,3.05,3.05,1006000,1.131,1.129,1.1349,1.1262,1,66.12,65.62,67.63,65.02,379720,1,55.89,55.69,57.3,55.12,1,36494,36350,36542,36036,14820,1,3.127,3.145,3.165,3.092,0,838.3,843.7,844.9,829.1,0,1110.5,1096.7,1117.0,1085.1,1,2515,96.659,96.91,97.26,96.585,37710,0,18.370001,19.08,18.34,18.83,18.730894,66754900,12.02,12.17,11.88,11.95,11.95,55488800 +2018-11-15,114.830002,114.989998,114.559998,114.769997,114.769997,8910600,268.77999900000003,273.540009,267.01001,273.019989,271.434906,135101400,25061.48047,25354.56055,24787.78906,25289.26953,25289.26953,392750000,3.05,3.15,3.05,3.1,3.1,722100,1.1328,1.1309,1.1364,1.1271,1,66.62,66.12,67.42,65.77,316040,1,56.47,55.89,57.23,55.59,1,36691,36569,36800,36420,14670,1,3.11,3.123,3.136,3.0810000000000004,0,844.3,838.3,848.6,832.7,1,1137.6,1110.6,1161.4,1105.0,1,2515,96.791,96.83,97.245,96.625,36080,1,18.889999,19.129999,18.809999,19.09,18.989527,39657800,11.99,12.16,11.93,11.98,11.98,39391900 +2018-11-16,115.830002,115.879997,115.370003,115.620003,115.620003,8577000,271.790009,274.75,271.209991,273.730011,272.140808,126668000,25242.34961,25510.23047,25147.80078,25413.2207,25413.2207,354460000,3.2,3.25,3.15,3.2,3.2,793800,1.142,1.133,1.1423,1.132,1,66.76,66.68,68.38,66.06,327720,1,56.81,56.48,57.94,55.9,1,36991,36797,37155,36680,14360,1,3.065,3.11,3.123,3.065,0,848.0,844.6,850.7,842.5,1,1158.9,1137.6,1168.3,1136.5,1,2525,96.333,96.89,96.92,96.26,23830,0,19.370001,19.5,19.290001,19.379999,19.278,46150500,12.2,12.3,11.87,12.07,12.07,30347000 +2018-11-19,115.449997,115.919998,115.370003,115.669998,115.669998,8508300,273.049988,273.380005,268.070007,269.100006,267.537689,103061700,25392.60938,25392.60938,24900.98047,25017.43945,25017.43945,358090000,3.2,3.25,3.1,3.15,3.15,362800,1.1453,1.1403,1.1467,1.1393,1,66.79,66.99,67.64,65.27,262550,1,57.19,57.1,57.38,55.09,1,36864,37006,37090,36775,10170,0,3.063,3.057,3.096,3.052,1,855.7,848.0,858.6,845.0,1,1146.2,1163.4,1167.1,1140.5,0,2540,96.066,96.275,96.435,95.985,15660,0,19.35,19.66,19.33,19.389999,19.287947,39968700,11.88,12.18,11.7,12.14,12.14,34529500 +2018-11-20,115.940002,115.949997,115.370003,115.669998,115.669998,9075100,265.359985,267.0,263.149994,264.119995,262.586578,136021300,24618.67969,24707.25977,24368.98047,24465.64063,24465.64063,445920000,3.15,3.2,3.0,3.05,3.05,696700,1.1371,1.1453,1.1473,1.1357,0,62.53,66.9,66.9,61.71,417010,0,53.3,57.17,57.21,52.61,0,36592,36762,37025,36500,13890,0,3.0610000000000004,3.063,3.07,3.036,0,844.3,855.7,858.1,840.8,0,1125.0,1146.2,1152.7,1117.4,0,2550,96.716,96.095,96.77,95.93,19070,1,19.51,19.51,18.969999,19.299999,19.19842,33847400,11.83,11.9,11.16,11.27,11.27,72177700 +2018-11-21,115.940002,116.349998,115.860001,115.860001,115.860001,8834200,265.859985,267.149994,265.01001,265.019989,263.481354,75563700,24541.65039,24669.78906,24463.2793,24464.68945,24464.68945,289370000,3.15,3.15,3.1,3.15,3.15,499100,1.1385,1.1371,1.1426,1.1363,1,63.48,62.6,64.48,62.56,334980,1,54.47,53.33,55.66,53.3,1,36909,36533,37015,36516,16370,1,3.065,3.065,3.088,3.0610000000000004,1,849.1,844.3,853.3,842.3,1,1129.3,1125.0,1139.6,1123.3,1,2570,96.585,96.725,96.755,96.36,23450,0,19.469999,19.92,19.450001,19.809999,19.705736,51285800,11.51,11.82,11.42,11.52,11.52,38220800 +2018-11-23,115.760002,115.879997,115.589996,115.769997,115.769997,3726600,263.179993,264.820007,263.070007,263.25,261.721649,42807900,24336.40039,24408.80078,24268.74023,24285.94922,24285.94922,155940000,3.1,3.15,3.05,3.05,3.05,237600,1.1341,1.1403,1.1422,1.1325,0,58.8,62.58,62.79,58.41,279670,0,50.89,53.88,53.91,50.43,0,36061,36500,36500,35776,12300,0,3.0460000000000003,3.068,3.076,3.032,0,843.1,850.0,850.6,839.9,0,1101.9,1136.5,1136.5,1095.0,0,2575,96.825,96.4,96.865,96.295,13660,1,19.629999,19.74,19.27,19.360001,19.258106,30344400,10.88,10.94,10.69,10.83,10.83,55536400 +2018-11-26,115.839996,115.870003,115.529999,115.639999,115.639999,4018600,265.77999900000003,267.75,265.339996,267.5,265.94696,79981400,24364.13086,24673.28906,24364.13086,24640.24023,24640.24023,306280000,3.05,3.1,2.85,2.95,2.95,1064900,1.1328,1.1343,1.1385,1.1323,0,60.48,58.98,61.13,58.6,267380,1,51.45,50.45,52.09,50.23,1,36024,36263,36444,36000,13840,0,3.059,3.05,3.079,3.0460000000000003,1,846.5,843.8,852.2,843.2,1,1126.0,1103.7,1128.3,1103.3,1,2575,96.979,96.805,97.005,96.56,11230,1,19.4,19.67,19.219999,19.26,19.158632,23593600,10.95,11.06,10.88,10.94,10.94,39021600 +2018-11-27,115.550003,115.629997,114.599998,114.949997,114.949997,9671100,266.339996,268.399994,265.660004,268.399994,266.841736,75502400,24557.01953,24750.73047,24416.0293,24748.73047,24748.73047,308250000,2.95,2.95,2.8,2.9,2.9,728600,1.1288,1.1326,1.1344,1.1276,0,60.21,60.39,61.4,58.92,271170,0,51.93,51.47,52.22,50.19,1,35772,36043,36195,35725,16110,0,3.059,3.059,3.074,3.044,1,836.5,846.5,848.7,832.7,0,1126.5,1126.0,1129.6,1111.1,1,2585,97.28,96.93,97.41,96.88,19330,1,19.290001,19.290001,18.719999,18.870001,18.770685,51165000,10.97,11.08,10.64,10.95,10.95,36086100 +2018-11-28,114.760002,116.07,114.589996,115.379997,115.379997,13788800,269.600006,274.579987,268.329987,274.579987,272.98584,127629600,24832.83984,25368.92969,24832.83984,25366.42969,25366.42969,362160000,2.95,3.0,2.8,2.95,2.95,514900,1.1366,1.1291,1.1387,1.1264,1,58.76,60.63,61.27,58.55,150810,0,50.47,51.92,52.41,49.96,0,36124,35796,36265,35704,16390,1,3.0610000000000004,3.057,3.075,3.043,1,827.8,836.5,837.2,816.7,0,1156.1,1126.9,1161.1,1125.0,1,2585,96.681,97.31,97.455,96.58,29530,0,18.77,19.48,18.73,19.34,19.238211,49633100,10.85,11.04,10.6,10.66,10.66,48781800 +2018-11-29,115.970001,116.239998,115.559998,115.739998,115.739998,6479300,273.709991,275.549988,272.429993,273.980011,272.389343,82346400,25343.65039,25479.03906,25202.78906,25338.83984,25338.83984,305110000,2.95,3.0,2.8,2.8,2.8,357000,1.1393,1.1367,1.1403,1.1348,1,59.51,59.12,60.37,57.5,94570,1,51.27,50.48,52.06,49.34,1,35614,35960,35998,35548,14710,0,3.032,3.048,3.052,2.997,0,822.2,828.0,832.5,818.9,0,1157.7,1156.1,1157.7,1141.3,1,2590,96.699,96.78,96.93,96.545,19210,1,19.440001,19.52,19.16,19.17,19.069105,28893400,10.84,11.04,10.76,10.87,10.87,33119900 +2018-11-30,115.419998,115.660004,115.040001,115.540001,115.540001,8169600,273.809998,276.27999900000003,273.450012,275.649994,274.049652,98204200,25307.14063,25549.71094,25250.9707,25538.46094,25538.46094,482250000,2.85,2.85,2.75,2.85,2.85,491800,1.1317,1.1395,1.1402,1.1304,0,58.71,59.28,59.93,58.25,27020,0,50.6,51.3,51.66,49.56,0,35147,35614,35789,34981,20860,0,2.9930000000000003,3.026,3.032,2.988,0,801.0,822.2,823.0,799.2,0,1147.2,1158.0,1173.0,1143.1,0,0,97.196,96.705,97.24,96.635,17870,1,19.08,19.18,18.799999,19.09,18.989527,31883800,10.63,10.93,10.51,10.73,10.73,46819800 +2018-12-03,116.599998,116.769997,116.300003,116.410004,116.410004,8469500,280.27999900000003,280.399994,277.51001,279.299988,277.678436,103176300,25779.57031,25980.21094,25670.50977,25826.42969,25826.42969,388480000,2.9,2.95,2.85,2.9,2.9,508900,1.1354,1.1315,1.1382,1.1315,1,61.69,59.98,62.6,59.85,294770,1,53.16,52.22,53.73,51.97,1,36153,35500,36470,35500,2300,1,2.966,3.037,3.05,2.966,0,808.5,808.0,816.5,805.3,1,1162.4,1154.0,1178.7,1153.1,1,2600,96.969,97.055,97.085,96.64,15840,0,19.389999,19.49,19.16,19.440001,19.337685,47882800,11.27,11.27,11.02,11.27,11.27,32582300 +2018-12-04,117.370003,117.389999,116.93,117.120003,117.120003,7186100,278.369995,278.850006,269.899994,270.25,268.681,177986000,25752.56055,25773.11914,25008.10938,25027.07031,25027.07031,418900000,3.0,3.0,2.8,2.85,2.85,706700,1.1345,1.1354,1.1421,1.1318,0,62.08,61.9,63.58,61.24,277420,1,52.68,53.14,54.45,52.38,0,36634,36335,36727,36320,280,1,2.915,2.975,2.977,2.885,0,804.55,808.5,811.2,799.7,0,1181.0,1162.4,1189.3,1161.0,1,2600,96.902,96.89,97.07,96.3,25710,0,19.67,19.77,19.52,19.6,19.496843,45434300,11.25,11.35,11.15,11.18,11.18,27194400 +2018-12-06,117.379997,117.690002,116.919998,117.139999,117.139999,9267600,265.920013,269.970001,262.440002,269.839996,268.273376,204185400,24737.41992,24951.00977,24242.2207,24947.66992,24947.66992,471690000,2.85,2.9,2.8,2.85,2.85,652400,1.1376,1.1345,1.1414,1.1321,1,60.06,61.36,61.97,58.36,399990,0,51.42,52.58,53.2,50.02,0,37218,37421,37517,37061,14520,1,2.892,2.917,2.924,2.826,0,789.8,802.05,803.7,785.0,0,1156.9,1183.3,1187.8,1135.8,0,2600,96.764,96.94,97.175,96.495,23220,0,19.66,19.9,19.5,19.709999,19.606262,50911100,10.86,11.0,10.6,10.94,10.94,45909400 +2018-12-07,117.620003,118.230003,117.540001,118.089996,118.089996,10402900,269.459991,271.220001,262.630005,263.570007,262.039795,161018900,24918.82031,25095.61914,24284.7793,24388.94922,24388.94922,398230000,2.85,3.15,2.85,3.05,3.05,1190500,1.1378,1.1377,1.1425,1.1359,1,61.67,60.25,63.73,59.1,423080,1,52.05,51.42,54.13,50.52,1,37972,37220,38000,37182,16690,1,2.858,2.901,2.9210000000000003,2.847,0,794.3,789.5,796.7,785.3,1,1171.35,1156.6,1174.0,1137.2,1,2600,96.476,96.755,96.89,96.465,20040,0,19.879999,20.34,19.790001,20.200001,20.093685,67727400,11.37,11.48,11.08,11.11,11.11,43287600 +2018-12-10,117.699997,117.940002,117.419998,117.68,117.68,8117900,263.369995,265.160004,258.619995,264.070007,262.536896,151445900,24360.94922,24500.81055,23881.36914,24423.25977,24423.25977,389690000,3.15,3.15,3.0,3.05,3.05,526100,1.1356,1.1401,1.1444,1.1349,0,59.97,61.34,62.33,59.61,264950,0,50.89,52.36,52.73,50.53,0,38369,37907,38480,37700,19880,1,2.863,2.829,2.8680000000000003,2.825,1,783.75,792.9,795.05,778.7,0,1164.85,1166.5,1180.0,1157.0,0,2590,97.183,96.7,97.21,96.325,37930,1,20.1,20.549999,19.99,20.129999,20.024052,47462700,10.87,11.03,10.7,10.75,10.75,31402100 +2018-12-11,117.669998,117.889999,117.349998,117.540001,117.540001,6395400,267.660004,267.869995,262.480011,264.130005,262.596527,121504400,24719.91016,24791.25977,24221.06055,24370.24023,24370.24023,342960000,3.15,3.15,3.05,3.05,3.05,541600,1.1316,1.1361,1.1402,1.1304,0,60.2,59.91,61.1,59.58,235330,1,51.98,50.9,52.35,50.65,1,38331,38340,38660,38079,15980,0,2.879,2.85,2.89,2.845,1,787.35,783.55,791.3,780.1,1,1176.0,1165.9,1184.8,1161.0,1,2580,97.358,97.14,97.52,96.83,29720,1,20.209999,20.379999,19.959999,20.01,19.904684,50550800,11.04,11.1,10.85,10.95,10.95,20848300 +2018-12-12,117.699997,117.949997,117.610001,117.790001,117.790001,4136800,267.470001,269.0,265.369995,265.459991,263.918793,97976700,24509.08984,24828.28906,24509.08984,24527.26953,24527.26953,344330000,3.1,3.15,3.05,3.1,3.1,459900,1.1368,1.1317,1.1388,1.1312,1,60.15,60.67,61.43,59.98,246920,0,51.31,51.99,52.77,50.91,0,38561,38299,38623,38140,13700,1,2.911,2.884,2.917,2.879,1,804.65,787.25,807.5,785.4,1,1192.3,1175.65,1195.0,1174.1,1,2570,97.018,97.36,97.47,96.855,36090,0,20.07,20.49,20.07,20.440001,20.332422,71833500,11.07,11.13,10.79,10.82,10.82,26276000 +2018-12-13,117.540001,117.620003,117.260002,117.529999,117.529999,4131800,266.519989,267.48999,264.119995,265.369995,263.829315,96662700,24575.85938,24740.96094,24473.28906,24597.38086,24597.38086,299970000,3.0,3.1,2.9,2.95,2.95,1137800,1.1363,1.1369,1.1396,1.133,0,61.45,60.29,62.02,59.33,252400,1,52.78,51.32,53.2,50.31,1,38356,38400,38522,38224,11230,0,2.9130000000000003,2.91,2.918,2.891,1,796.8,804.6,808.6,790.7,0,1191.8,1192.8,1198.55,1181.4,0,2560,97.056,97.075,97.29,96.86,23060,1,20.33,20.48,20.290001,20.48,20.37221,42891300,10.74,11.27,10.72,11.21,11.21,53082700 +2018-12-14,116.629997,117.300003,116.580002,117.059998,117.059998,7501700,262.959991,264.02999900000003,259.850006,260.470001,258.957794,116961100,24408.03906,24431.14063,24033.78906,24100.50977,24100.50977,416940000,2.95,3.0,2.85,2.9,2.9,843000,1.1309,1.1362,1.1374,1.1268,0,60.28,61.53,61.58,59.92,206560,0,51.17,52.78,52.78,50.83,0,38054,38248,38297,37980,13120,0,2.895,2.909,2.9130000000000003,2.87,0,787.35,796.7,797.5,781.3,0,1169.65,1192.0,1192.05,1149.75,0,2545,97.43,97.09,97.705,97.09,11260,1,20.26,20.360001,20.08,20.120001,20.014107,48779800,11.09,11.1,10.78,10.82,10.82,35792000 +2018-12-17,117.370003,118.029999,117.349998,117.870003,117.870003,8454900,259.399994,260.649994,253.52999900000003,255.360001,253.877457,165492300,23986.83008,24088.08008,23456.88086,23592.98047,23592.98047,466740000,2.9,3.2,2.9,3.2,3.2,1537700,1.1347,1.1308,1.136,1.1299,1,59.61,60.25,61.21,58.64,246030,0,49.32,51.3,51.84,49.03,0,38169,37965,38208,37905,8620,1,2.857,2.895,2.898,2.8480000000000003,0,793.1,787.4,798.25,782.7,1,1188.0,1170.0,1194.2,1167.9,1,2530,97.175,97.425,97.47,97.13,360,0,20.290001,20.65,20.280001,20.610001,20.501528,67083000,10.89,10.91,10.41,10.45,10.45,40129600 +2018-12-18,117.849998,118.199997,117.809998,118.150002,118.150002,7542900,257.200012,257.950012,253.27999900000003,255.080002,253.599075,134515100,23769.13086,23927.76953,23516.01953,23675.64063,23675.64063,408070000,3.15,3.35,3.05,3.25,3.25,1660600,1.1361,1.1346,1.1402,1.1336,1,56.26,59.0,59.24,55.89,398560,0,46.3,49.31,49.56,45.8,0,37453,38002,38042,37415,13610,0,2.823,2.859,2.861,2.818,0,792.9,793.25,795.75,786.1,0,1176.0,1187.05,1189.2,1173.5,0,2515,96.57,96.605,96.645,96.155,13570,0,20.540001,21.17,20.530001,21.09,20.979,79518700,10.41,10.41,9.73,9.79,9.79,56381900 +2018-12-19,118.239998,118.959999,117.400002,117.43,117.43,13827500,255.169998,259.399994,249.350006,251.25999500000003,249.801239,214992800,23693.33008,24057.33984,23162.64063,23323.66016,23323.66016,503550000,3.25,3.45,3.05,3.05,3.05,1642600,1.1377,1.1361,1.1442,1.136,1,57.24,56.51,58.11,56.04,319370,1,47.08,46.31,48.01,46.01,1,37679,37455,37830,37368,11050,1,2.762,2.819,2.861,2.75,0,787.7,792.75,799.3,785.6,0,1195.0,1176.7,1208.7,1173.8,1,2500,96.484,96.39,96.565,95.995,20140,0,21.09,21.469999,19.9,19.950001,19.845001,120753200,9.97,10.2,9.92,10.02,10.02,38468500 +2018-12-20,119.110001,119.739998,118.68,119.239998,119.239998,18615100,249.860001,251.619995,244.649994,247.169998,245.735001,252053400,23224.11914,23282.19922,22644.31055,22859.59961,22859.59961,576700000,3.15,3.25,2.9,3.05,3.05,1636900,1.1446,1.1377,1.1487,1.1371,1,54.35,56.49,56.75,54.28,299450,0,46.06,47.07,47.2,45.39,0,37525,37391,37655,37185,15980,0,2.8080000000000003,2.767,2.814,2.748,1,796.4,787.6,798.8,785.0,1,1188.45,1195.0,1204.1,1177.6,0,2500,95.728,96.455,96.515,95.63,31350,0,20.530001,20.84,20.34,20.67,20.67,94498200,9.81,9.96,9.64,9.72,9.72,44132600 +2018-12-21,119.190002,119.25,118.57,118.720001,118.720001,13629800,246.740005,249.710007,239.979996,240.699997,240.699997,255345600,22871.74023,23254.58984,22396.33984,22445.36914,22445.36914,900510000,3.05,3.15,2.9,3.0,3.0,2328500,1.1369,1.1447,1.1477,1.1353,0,53.82,54.97,55.33,52.79,226340,0,45.08,46.08,46.47,44.86,0,37256,37413,37605,37201,13110,0,2.7880000000000003,2.801,2.81,2.781,0,789.05,796.5,798.6,788.0,0,1158.9,1188.8,1190.4,1155.5,0,2480,96.455,95.875,96.56,95.73,20130,1,20.68,20.77,20.27,20.440001,20.440001,63178700,9.62,9.78,9.54,9.57,9.57,38901200 +2018-12-24,119.57,120.139999,119.57,120.019997,120.019997,9736400,239.039993,240.839996,234.270004,234.339996,234.339996,147311600,22317.2793,22339.86914,21792.19922,21792.19922,21792.19922,308420000,2.95,3.05,2.9,2.95,2.95,655100,1.14,1.137,1.1439,1.135,1,50.47,53.49,54.66,50.36,76220,0,42.27,45.34,45.95,42.22,0,37541,37325,37600,37305,9460,1,2.736,2.826,2.826,2.733,0,788.4,791.85,798.3,788.3,0,1172.8,1163.4,1177.6,1157.9,1,2480,96.007,96.44,96.44,95.87,13930,0,20.700001,21.110001,20.65,21.09,21.09,60507000,9.49,9.52,9.28,9.29,9.29,21598200 +2018-12-26,120.620003,121.0,119.57,119.660004,119.660004,14293500,235.970001,246.179993,233.75999500000003,246.179993,246.179993,218485400,21857.73047,22878.91992,21712.5293,22878.44922,22878.44922,433080000,3.0,3.05,2.9,3.0,3.0,746300,1.1353,1.1363,1.1423,1.1342,0,54.47,50.84,55.29,49.93,77000,1,46.39,43.09,46.78,42.34,1,38253,37607,38489,37574,19410,1,2.81,2.7510000000000003,2.815,2.72,1,799.25,788.75,804.3,788.75,1,1190.1,1176.0,1191.0,1175.5,1,2480,96.568,96.1,96.65,96.02,15660,1,21.35,21.4,20.530001,20.620001,20.620001,76365200,9.25,9.92,9.23,9.9,9.9,40978800 +2018-12-27,120.57,120.900002,120.139999,120.57,120.57,11874400,242.570007,248.289993,238.960007,248.070007,248.070007,186267300,22629.06055,23138.89063,22267.41992,23138.82031,23138.82031,407940000,2.95,3.0,2.9,2.95,2.95,744000,1.143,1.1353,1.1457,1.1349,1,52.16,54.65,54.67,51.94,102590,0,45.23,46.41,46.41,44.2,0,38690,38274,38783,38081,19650,1,2.774,2.803,2.806,2.733,0,795.5,799.4,802.2,785.1,0,1196.0,1190.05,1198.4,1181.5,1,2470,96.001,96.46,96.495,95.935,20520,0,20.84,21.0,20.700001,20.969999,20.969999,52393000,9.59,9.65,9.37,9.62,9.62,36578700 +2018-12-28,120.800003,121.080002,120.720001,121.059998,121.059998,6864700,249.580002,251.399994,246.449997,247.75,247.75,153100200,23213.60938,23381.88086,22981.33008,23062.40039,23062.40039,336510000,2.85,2.95,2.85,2.9,2.9,1061100,1.1438,1.1429,1.1478,1.1424,1,52.2,53.44,53.8,51.6,17110,1,44.92,45.23,46.02,44.27,0,38706,38749,38880,38587,14200,1,2.716,2.768,2.781,2.713,0,790.25,795.6,800.5,787.75,0,1185.2,1196.0,1204.8,1179.5,0,2460,95.965,96.02,96.05,95.74,14170,0,20.889999,21.02,20.57,20.6,20.6,49835000,9.54,9.65,9.38,9.53,9.53,22803400 +2018-12-31,120.980003,121.260002,120.830002,121.25,121.25,8449400,249.559998,250.190002,247.470001,249.919998,249.919998,144299400,23153.93945,23333.17969,23118.30078,23327.46094,23327.46094,288830000,2.77,2.95,2.73,2.88,2.88,1031800,1.147,1.1443,1.147,1.1421,1,53.8,53.0,54.82,52.66,109110,1,45.0,45.34,46.36,44.59,0,38821,38798,38877,38550,13780,1,2.6860000000000004,2.73,2.745,2.679,0,801.4,795.95,802.8,793.1,1,1197.5,1185.2,1198.8,1183.6,1,0,95.735,95.965,96.07,95.585,16650,0,20.700001,21.129999,20.559999,21.09,21.09,53866600,9.63,9.71,9.44,9.66,9.66,28417400 diff --git a/Projects/gold-price-prediction/gold-price-prediction.ipynb b/Projects/gold-price-prediction/gold-price-prediction.ipynb new file mode 100644 index 0000000..c686162 --- /dev/null +++ b/Projects/gold-price-prediction/gold-price-prediction.ipynb @@ -0,0 +1,2216 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Predicting Gold Price with machine learning" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pylab as plt\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.preprocessing import MinMaxScaler" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Load the data" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
DateOpenHighLowCloseAdj CloseVolumeSP_openSP_highSP_low...GDX_LowGDX_CloseGDX_Adj CloseGDX_VolumeUSO_OpenUSO_HighUSO_LowUSO_CloseUSO_Adj CloseUSO_Volume
02011-12-15154.740005154.949997151.710007152.330002152.33000221521900123.029999123.199997121.989998...51.57000051.68000048.9738772060560036.90000236.93999936.04999936.13000136.13000112616700
12011-12-16154.309998155.369995153.899994155.229996155.22999618124300122.230003122.949997121.300003...52.04000152.68000049.9215131628540036.18000036.50000035.73000036.27000036.27000012578800
22011-12-19155.479996155.860001154.360001154.869995154.86999512547200122.059998122.320000120.029999...51.02999951.16999848.4905781512020036.38999936.45000135.93000036.20000136.2000017418200
32011-12-20156.820007157.429993156.580002156.979996156.9799969136300122.180000124.139999120.370003...52.36999952.99000250.2152821164490037.29999937.61000137.22000137.56000137.56000110041600
42011-12-21156.979996157.529999156.130005157.160004157.16000411996100123.930000124.360001122.750000...52.41999852.95999950.186852872430037.66999838.24000237.52000038.11000138.11000110728000
\n", + "

5 rows × 81 columns

\n", + "
" + ], + "text/plain": [ + " Date Open High Low Close Adj Close \\\n", + "0 2011-12-15 154.740005 154.949997 151.710007 152.330002 152.330002 \n", + "1 2011-12-16 154.309998 155.369995 153.899994 155.229996 155.229996 \n", + "2 2011-12-19 155.479996 155.860001 154.360001 154.869995 154.869995 \n", + "3 2011-12-20 156.820007 157.429993 156.580002 156.979996 156.979996 \n", + "4 2011-12-21 156.979996 157.529999 156.130005 157.160004 157.160004 \n", + "\n", + " Volume SP_open SP_high SP_low ... GDX_Low GDX_Close \\\n", + "0 21521900 123.029999 123.199997 121.989998 ... 51.570000 51.680000 \n", + "1 18124300 122.230003 122.949997 121.300003 ... 52.040001 52.680000 \n", + "2 12547200 122.059998 122.320000 120.029999 ... 51.029999 51.169998 \n", + "3 9136300 122.180000 124.139999 120.370003 ... 52.369999 52.990002 \n", + "4 11996100 123.930000 124.360001 122.750000 ... 52.419998 52.959999 \n", + "\n", + " GDX_Adj Close GDX_Volume USO_Open USO_High USO_Low USO_Close \\\n", + "0 48.973877 20605600 36.900002 36.939999 36.049999 36.130001 \n", + "1 49.921513 16285400 36.180000 36.500000 35.730000 36.270000 \n", + "2 48.490578 15120200 36.389999 36.450001 35.930000 36.200001 \n", + "3 50.215282 11644900 37.299999 37.610001 37.220001 37.560001 \n", + "4 50.186852 8724300 37.669998 38.240002 37.520000 38.110001 \n", + "\n", + " USO_Adj Close USO_Volume \n", + "0 36.130001 12616700 \n", + "1 36.270000 12578800 \n", + "2 36.200001 7418200 \n", + "3 37.560001 10041600 \n", + "4 38.110001 10728000 \n", + "\n", + "[5 rows x 81 columns]" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.read_csv('data.csv', parse_dates = True)\n", + "df.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The dataset has 81 columns" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['Date', 'Open', 'High', 'Low', 'Close', 'Adj Close', 'Volume',\n", + " 'SP_open', 'SP_high', 'SP_low', 'SP_close', 'SP_Ajclose', 'SP_volume',\n", + " 'DJ_open', 'DJ_high', 'DJ_low', 'DJ_close', 'DJ_Ajclose', 'DJ_volume',\n", + " 'EG_open', 'EG_high', 'EG_low', 'EG_close', 'EG_Ajclose', 'EG_volume',\n", + " 'EU_Price', 'EU_open', 'EU_high', 'EU_low', 'EU_Trend', 'OF_Price',\n", + " 'OF_Open', 'OF_High', 'OF_Low', 'OF_Volume', 'OF_Trend', 'OS_Price',\n", + " 'OS_Open', 'OS_High', 'OS_Low', 'OS_Trend', 'SF_Price', 'SF_Open',\n", + " 'SF_High', 'SF_Low', 'SF_Volume', 'SF_Trend', 'USB_Price', 'USB_Open',\n", + " 'USB_High', 'USB_Low', 'USB_Trend', 'PLT_Price', 'PLT_Open', 'PLT_High',\n", + " 'PLT_Low', 'PLT_Trend', 'PLD_Price', 'PLD_Open', 'PLD_High', 'PLD_Low',\n", + " 'PLD_Trend', 'RHO_PRICE', 'USDI_Price', 'USDI_Open', 'USDI_High',\n", + " 'USDI_Low', 'USDI_Volume', 'USDI_Trend', 'GDX_Open', 'GDX_High',\n", + " 'GDX_Low', 'GDX_Close', 'GDX_Adj Close', 'GDX_Volume', 'USO_Open',\n", + " 'USO_High', 'USO_Low', 'USO_Close', 'USO_Adj Close', 'USO_Volume'],\n", + " dtype='object')" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.columns" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Checking out some stats from columns" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
OpenHighLowCloseAdj CloseVolumeSP_openSP_highSP_lowSP_close...GDX_LowGDX_CloseGDX_Adj CloseGDX_VolumeUSO_OpenUSO_HighUSO_LowUSO_CloseUSO_Adj CloseUSO_Volume
count1718.0000001718.0000001718.0000001718.0000001718.0000001.718000e+031718.0000001718.0000001718.0000001718.000000...1718.0000001718.0000001718.0000001.718000e+031718.0000001718.0000001718.0000001718.0000001718.0000001.718000e+03
mean127.323434127.854237126.777695127.319482127.3194828.446327e+06204.490023205.372637203.487014204.491222...26.38457526.71501225.9246244.356515e+0722.11341722.30714821.90465722.10905122.1090511.922313e+07
std17.52699317.63118917.39651317.53626917.5362694.920731e+0643.83192843.97464443.61894043.776999...10.49090810.6031109.8865702.909151e+0711.43105611.47867111.37399711.43278711.4327871.575743e+07
min100.919998100.989998100.230003100.500000100.5000001.501600e+06122.059998122.320000120.029999120.290001...12.40000012.47000012.2696184.729000e+067.8200008.0300007.6700007.9600007.9600001.035100e+06
25%116.220001116.540001115.739998116.052502116.0525025.412925e+06170.392498170.962506169.577499170.397500...20.35500020.58500020.1809502.259968e+0711.42000011.50000011.30000011.39250011.3925006.229500e+06
50%121.915001122.325001121.369999121.795002121.7950027.483900e+06205.464996206.459999204.430000205.529999...22.87000123.05499922.6776043.730465e+0716.45000016.63500116.04000016.34500016.3450001.613015e+07
75%128.427494129.087498127.840001128.470001128.4700011.020795e+07237.292500237.722500236.147502236.889996...26.79750027.31750026.4781545.697055e+0734.41999834.66749934.11000034.41749934.4174992.672375e+07
max173.199997174.070007172.919998173.610001173.6100019.380420e+07293.089996293.940002291.809998293.579987...56.77000057.47000154.6170392.321536e+0841.59999842.29999941.29999942.00999842.0099981.102657e+08
\n", + "

8 rows × 80 columns

\n", + "
" + ], + "text/plain": [ + " Open High Low Close Adj Close \\\n", + "count 1718.000000 1718.000000 1718.000000 1718.000000 1718.000000 \n", + "mean 127.323434 127.854237 126.777695 127.319482 127.319482 \n", + "std 17.526993 17.631189 17.396513 17.536269 17.536269 \n", + "min 100.919998 100.989998 100.230003 100.500000 100.500000 \n", + "25% 116.220001 116.540001 115.739998 116.052502 116.052502 \n", + "50% 121.915001 122.325001 121.369999 121.795002 121.795002 \n", + "75% 128.427494 129.087498 127.840001 128.470001 128.470001 \n", + "max 173.199997 174.070007 172.919998 173.610001 173.610001 \n", + "\n", + " Volume SP_open SP_high SP_low SP_close ... \\\n", + "count 1.718000e+03 1718.000000 1718.000000 1718.000000 1718.000000 ... \n", + "mean 8.446327e+06 204.490023 205.372637 203.487014 204.491222 ... \n", + "std 4.920731e+06 43.831928 43.974644 43.618940 43.776999 ... \n", + "min 1.501600e+06 122.059998 122.320000 120.029999 120.290001 ... \n", + "25% 5.412925e+06 170.392498 170.962506 169.577499 170.397500 ... \n", + "50% 7.483900e+06 205.464996 206.459999 204.430000 205.529999 ... \n", + "75% 1.020795e+07 237.292500 237.722500 236.147502 236.889996 ... \n", + "max 9.380420e+07 293.089996 293.940002 291.809998 293.579987 ... \n", + "\n", + " GDX_Low GDX_Close GDX_Adj Close GDX_Volume USO_Open \\\n", + "count 1718.000000 1718.000000 1718.000000 1.718000e+03 1718.000000 \n", + "mean 26.384575 26.715012 25.924624 4.356515e+07 22.113417 \n", + "std 10.490908 10.603110 9.886570 2.909151e+07 11.431056 \n", + "min 12.400000 12.470000 12.269618 4.729000e+06 7.820000 \n", + "25% 20.355000 20.585000 20.180950 2.259968e+07 11.420000 \n", + "50% 22.870001 23.054999 22.677604 3.730465e+07 16.450000 \n", + "75% 26.797500 27.317500 26.478154 5.697055e+07 34.419998 \n", + "max 56.770000 57.470001 54.617039 2.321536e+08 41.599998 \n", + "\n", + " USO_High USO_Low USO_Close USO_Adj Close USO_Volume \n", + "count 1718.000000 1718.000000 1718.000000 1718.000000 1.718000e+03 \n", + "mean 22.307148 21.904657 22.109051 22.109051 1.922313e+07 \n", + "std 11.478671 11.373997 11.432787 11.432787 1.575743e+07 \n", + "min 8.030000 7.670000 7.960000 7.960000 1.035100e+06 \n", + "25% 11.500000 11.300000 11.392500 11.392500 6.229500e+06 \n", + "50% 16.635001 16.040000 16.345000 16.345000 1.613015e+07 \n", + "75% 34.667499 34.110000 34.417499 34.417499 2.672375e+07 \n", + "max 42.299999 41.299999 42.009998 42.009998 1.102657e+08 \n", + "\n", + "[8 rows x 80 columns]" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.describe()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's plot each feature from dataset" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAA0MAAAG5CAYAAABMVu+5AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8rg+JYAAAACXBIWXMAAA9hAAAPYQGoP6dpAADB5ElEQVR4nOzdd3gbVdYH4J+aJcu23Gtix+lOdRynkEIKpIcsvSSwJEAC7AcsbIBdwkIKLSydhdCWhdA7hIUUUijppBCnFyex48Rx75KsPt8foxnNqFmyZUm2z/s8PEijKVcaS5kz595zJQzDMCCEEEIIIYSQLkYa6gYQQgghhBBCSChQMEQIIYQQQgjpkigYIoQQQgghhHRJFAwRQgghhBBCuiQKhgghhBBCCCFdEgVDhBBCCCGEkC6JgiFCCCGEEEJIl0TBECGEEEIIIaRLomCIEEIIIYQQ0iVRMEQIIYQQQgjpkigYIoSQDmb16tWQSCRu/3vkkUfa5Zg7d+7E8uXLUV9f3y77bw8LFizw+DmpVCp+Pe7z3Ldvn9v9XHHFFcjOzg5SqwkhhASTPNQNIIQQ0jpPPPEEevbsKVo2ePDgdjnWzp07sWLFCixYsABxcXHtcoz2oFQq8e6777osl8lkIWgNIYSQcEPBECGEdFAzZ87EiBEjQt2MNtHpdIiKimq3/cvlctxyyy3ttn9CCCEdG3WTI4SQTmr9+vW49NJLERUVhZiYGMyePRtHjx4VrXPo0CEsWLAAvXr1gkqlQlpaGm6//XbU1NTw6yxfvhwPP/wwAKBnz558V7Pi4mIUFxdDIpFg9erVLseXSCRYvny5aD8SiQTHjh3DvHnzEB8fj/Hjx/Ovf/zxx8jPz0dkZCQSEhJw00034fz586J96vV6nDhxAtXV1QH4hNrXV199xb+fpKQk3HLLLSgtLRWts2DBAkRHR+Ps2bOYPn06oqKikJGRgSeeeAIMw4jWtdlseOWVVzBo0CCoVCqkpqbirrvuQl1dnWi97OxsXHHFFdi+fTtGjRoFlUqFXr164cMPP2z390wIIR0NBUOEENJBNTQ0oLq6WvQf56OPPsLs2bMRHR2Nf/3rX3j88cdx7NgxjB8/HsXFxfx6mzZtwtmzZ3Hbbbfhtddew0033YTPP/8cs2bN4i/Gr7nmGsydOxcA8PLLL+Ojjz7CRx99hOTk5Fa1+/rrr4der8czzzyDRYsWAQCefvpp3Hrrrejbty9eeuklPPDAA9iyZQsmTJggGqe0Z88eDBgwAK+//rrPx3P+jKqrq9HY2Niqtvtq9erVuOGGGyCTybBy5UosWrQI3377LcaPH+8y7spqtWLGjBlITU3Fc889h/z8fCxbtgzLli0TrXfXXXfh4Ycfxrhx4/Dqq6/itttuwyeffILp06fDbDaL1j19+jSuu+46TJ06FS+++CLi4+OxYMECl2CYEEK6PIYQQkiH8v777zMA3P7HMAzT1NTExMXFMYsWLRJtV15ezsTGxoqW6/V6l/1/9tlnDABm69at/LLnn3+eAcAUFRWJ1i0qKmIAMO+//77LfgAwy5Yt458vW7aMAcDMnTtXtF5xcTEjk8mYp59+WrT88OHDjFwuFy3/5ZdfXPbryfz58z1+TtOnT+fX4z7PvXv3ut3P7NmzmR49erR4PI7JZGJSUlKYwYMHM83NzfzyH3/8kQHALF261KWN9913H7/MZrMxs2fPZiIiIpiqqiqGYRhm27ZtDADmk08+ER1rw4YNLst79Ojhcv4qKysZpVLJPPjggz6/D0II6QpozBAhhHRQq1atQr9+/VyWb9q0CfX19Zg7d64oWySTyTB69Gj88ssv/LLIyEj+scFggFarxSWXXAIA+OOPP3DppZcGvN1333236Pm3334Lm82GG264QdTetLQ09O3bF7/88gseffRRAMCkSZNcuo95o1Kp8MMPP7gsT0pKamXrW7Zv3z5UVlZi+fLloqp1s2fPRk5ODtauXYsVK1aItrn33nv5xxKJBPfeey/Wrl2LzZs346abbsJXX32F2NhYTJ06VfQZ5efnIzo6Gr/88gvmzZvHLx84cKDo3CUnJ6N///44e/Zse7xlQgjpsCgYIoSQDmrUqFFuCygUFhYCAC677DK322k0Gv5xbW0tVqxYgc8//xyVlZWi9RoaGgLYWgfnCniFhYVgGAZ9+/Z1u75CoWj1sWQyGaZMmdLq7TkSicTndc+dOwcA6N+/v8trOTk52L59u2iZVCpFr169RMu4IJfr0lhYWIiGhgakpKS4PabzucvKynJZJz4+3mV8ESGEdHUUDBFCSCdjs9kAsOOG0tLSXF6Xyx0//TfccAN27tyJhx9+GMOGDUN0dDRsNhtmzJjB78cbT0GC1Wr1uI0wG8W1VyKRYP369W5LXkdHR7fYjrbgsjfNzc1uX9fr9aIMTyjYbDakpKTgk08+cfu68/gtT6XD/cmqEUJIV0DBECGEdDK9e/cGAKSkpHjNitTV1WHLli1YsWIFli5dyi/nMktCnoKe+Ph4AHApCsBlR3xtL8Mw6Nmzp9tuf+2tR48eAICTJ0+67RZ46tQpv+ZvEu7POTt38uRJ/nWOzWbD2bNnRe/91KlTAMBP9tq7d29s3rwZ48aNcwkmCSGEtB5VkyOEkE5m+vTp0Gg0eOaZZ1yqjAFAVVUVAEf2wDlb8Morr7hsw80F5Bz0aDQaJCUlYevWraLlb7zxhs/tveaaayCTybBixQqXtjAMIyrz3R6ltfPz85GSkoJ3330XRqNR9NqaNWtQWlqKmTNn+ry/ESNGICUlBW+99ZZof+vXr8fx48cxe/Zsl22E1fEYhsHrr78OhUKByy+/HACbwbNarXjyySddtrVYLC7nhRBCiG8oM0QIIZ2MRqPBm2++iT//+c8YPnw4brrpJiQnJ6OkpARr167FuHHj8Prrr0Oj0WDChAl47rnnYDab0a1bN2zcuBFFRUUu+8zPzwcA/POf/8RNN90EhUKBOXPmICoqCgsXLsSzzz6LhQsXYsSIEdi6dSuf2fBF79698dRTT2HJkiUoLi7GVVddhZiYGBQVFeG7777DnXfeiYceeggAW1p78uTJWLZsmWgOI08sFgs+/vhjt69dffXViIqKQkREBF544QXMnz8fI0eOxI033ojExEQcOHAA7733HoYOHYo777zT5/ejUCjwr3/9C7fddhsmTpyIuXPnoqKiAq+++iqys7Pxt7/9TbS+SqXChg0bMH/+fIwePRrr16/H2rVr8eijj/Ld3yZOnIi77roLK1euREFBAaZNmwaFQoHCwkJ89dVXePXVV3Hdddf53EZCCCF2oStkRwghpDVaKgXN+eWXX5jp06czsbGxjEqlYnr37s0sWLCA2bdvH7/OhQsXmKuvvpqJi4tjYmNjmeuvv565ePGi2/LVTz75JNOtWzdGKpWKymzr9XrmjjvuYGJjY5mYmBjmhhtuYCorKz2W1ubKRTv75ptvmPHjxzNRUVFMVFQUk5OTw9xzzz3MyZMnRe/JXdvc8VZaW9h+zvr165nJkyczGo2GUSgUTM+ePZnFixczdXV1LR7LnS+++ILJy8tjlEolk5CQwNx8883MhQsXXNoYFRXFnDlzhpk2bRqjVquZ1NRUZtmyZYzVanXZ5zvvvMPk5+czkZGRTExMDDNkyBDm73//O3Px4kV+nR49ejCzZ8922XbixInMxIkTW/VeCCGks5IwDI2mJIQQQkJhwYIF+Prrr6HVakPdFEII6ZJozBAhhBBCCCGkS6IxQ4QQQoiPamtrYTKZPL4uk8lcylwTQggJXxQMEUIIIT665ppr8Ntvv3l8vUePHvxEqYQQQsIfjRkihBBCfLR//37U1dV5fD0yMhLjxo0LYosIIYS0BQVDhBBCCCGEkC6JCigQQgghhBBCuqROM2bIZrPh4sWLiImJgUQiCXVzCCGEEEIIISHCMAyampqQkZEBqdRz/qfTBEMXL15EZmZmqJtBCCGEEEIICRPnz59H9+7dPb7eaYKhmJgYAOwb1mg0IW6NmNlsxsaNGzFt2jQoFIpQN4eAzkm4ofMRXuh8hBc6H+GFzkd4ofMRXsLpfDQ2NiIzM5OPETzpNMEQ1zVOo9GEZTCkVquh0WhC/odBWHROwgudj/BC5yO80PkIL3Q+wgudj/ASjuejpeEzVECBEEIIIYQQ0iVRMEQIIYQQQgjpkvwOhrZu3Yo5c+YgIyMDEokEa9as8XnbHTt2QC6XY9iwYS6vrVq1CtnZ2VCpVBg9ejT27Nnjb9MIIYQQQgghxGd+jxnS6XTIzc3F7bffjmuuucbn7err63Hrrbfi8ssvR0VFhei1L774AosXL8Zbb72F0aNH45VXXsH06dNx8uRJpKSk+NtEQgghhBBC/Ga1WmE2m0PdjA7LbDZDLpfDYDDAarW267EUCgVkMlmb9+N3MDRz5kzMnDnT7wPdfffdmDdvHmQymUs26aWXXsKiRYtw2223AQDeeustrF27Fu+99x4eeeQRv49FCCGEEEKIrxiGQXl5Oerr60PdlA6NYRikpaXh/PnzQZn3My4uDmlpaW06VlCqyb3//vs4e/YsPv74Yzz11FOi10wmE/bv348lS5bwy6RSKaZMmYJdu3YFo3mEEEIIIaQL4wKhlJQUqNXqoFzId0Y2mw1arRbR0dFeJzptK4ZhoNfrUVlZCQBIT09v9b7aPRgqLCzEI488gm3btkEudz1cdXU1rFYrUlNTRctTU1Nx4sQJj/s1Go0wGo3888bGRgBsei7c0ptce8KtXV0ZnZPwQucjvND5CC90PsILnY/wEojzYbVaUVdXh+TkZMTHxweqaV0SwzAwmUxQKpXtHlAqlUrYbDZUVVUhPj7epcucr38T7RoMWa1WzJs3DytWrEC/fv0Cuu+VK1dixYoVLss3btwItVod0GMFyqZNm0LdBOKEzkl4ofMRXuh8hBc6H+GFzkd4acv5kMvlSEtLg81m42+uk7ZpamoKynFsNhuam5uxZcsWWCwW0Wt6vd6nfbRrMNTU1IR9+/bhwIEDuPfeewGwjWYYBnK5HBs3bsT48eMhk8lciipUVFQgLS3N476XLFmCxYsX88+5WWanTZsWlpOubtq0CVOnTg2bCai6Ojon4YXOR3ih8xFe6HyEFzof4SUQ58NgMOD8+fOIiYmBSqUKcAu7FoZh0NTUhJiYmKB0NTQYDIiMjMSECRNczp2vgW27BkMajQaHDx8WLXvjjTfw888/4+uvv0bPnj0RERGB/Px8bNmyBVdddRUANmDasmULH0C5o1QqoVQqXZYrFIqw/XEK57Z1VXROwgudj/BC5yO80PkIL3Q+wktbzofVaoVEIoFUKm3XcS5dgc1mAwD+82xvUqkUEonE7fn39e/B72BIq9Xi9OnT/POioiIUFBQgISEBWVlZWLJkCUpLS/Hhhx9CKpVi8ODBou1TUlKgUqlEyxcvXoz58+djxIgRGDVqFF555RXodDq+uhwhhBBCCCGEBJrfIdu+ffuQl5eHvLw8AGwgk5eXh6VLlwIAysrKUFJS4tc+b7zxRrzwwgtYunQphg0bhoKCAmzYsMGlqAIhhPjCZLHhpU2ncKCkzu/tGpppUDQhhJCOYcGCBZBIJC7/zZgxAwCboXGe0obbjuuR1dX5nRmaNGkSGIbx+Prq1au9br98+XIsX77cZfm9997rtVscIYT46pXNp/DGr2fw+s+FOLtyts/bLXh/D3afrcGuJZcjVUP9xgkhhIS/GTNm4P333xctczeUhLhHHSMJIZ3Ol/suAABsnu/buLXzTA1sDPDNHxfaoVWEEEJI4CmVSqSlpYn+C2SJ8Lq6Otx6662Ij4+HWq3GzJkzUVhYyL++evVqxMXFYc2aNejfvz/S0tIwY8YMnD9/XrSf77//HsOHD4dKpUKvXr2wYsUKUQU4iUSCd999F1dffTXUajX69u2L//3vfwF7H55QMEQI6VTu++wAqrXGlld0YhNETjVaUyCbRAghpINhGAZ6kyXo/3nrfRUqCxYswL59+/C///0Pu3btAsMwmDVrlmgeH71ej6effhqrV6/Ghg0b0NDQgJtuuol/fdu2bbj11ltx//3349ixY3j77bexevVqPP3006JjrVixAjfccAMOHTqEWbNm4eabb0ZtbW27vr92n3SVEEKCxWZj8MPBi/zz2EjXSjIf7CyG0WLFnRN6i5ZrTY67UzIpzTxOCCFdWbPZioFLfwr6cY89MR3qCP8uz3/88UdER0eLlj366KN49NFH29yewsJC/O9//8OOHTswduxYAMAnn3yCzMxMrFmzBtdffz0AtsT566+/jpEjR6KxsRHvv/8+Bg0ahD179mDUqFFYsWIFHnnkEcyfPx8A0KtXLzz55JP4+9//jmXLlvHHW7BgAebOnQsAeOaZZ/Dvf/8be/bs4cdAtQcKhgghncauszWi5yqFOPltMFux7H9HAQAzBqUjK9ExQXOtIBtksYbfnTlCCCHEncmTJ+PNN98ULUtISAjIvo8fPw65XI7Ro0fzyxITE9G/f38cP36cXyaXyzFy5Ej+eU5ODuLi4nD8+HGMGjUKBw8exI4dO0SZIKvVCoPBAL1eD7Wa/fd46NCh/OtRUVHQaDSorKwMyHvxhIIhQkinUK834eZ3fxctM1psoueVjY7ucycrmvhg6NjFRsx7dzf/WrNZPIs1IYSQriVSIcOxJ6aH5Lj+ioqKQp8+fdy+FhMTg4aGBpfl9fX1iI2N9ftYraXVarFixQpcc801Lq8JJ0t1nhtIIpHwcxe1FwqGCCGdwns7il2WGc3iH9AqrYF/fLysEVMHsuX7X9p0EvV6R99nndHaPo0khBDSIUgkEr+7q4Wj/v37Y//+/Xz3NIDNyBw8eBALFy5scfsBAwbAYrHg999/57vJ1dTU4OTJkxg4cCC/nsViwb59+zBixAgAwMmTJ1FfX48BAwYAAIYPH46TJ096DNpCqeOfZUIIAVBW38w/HpCuwfGyRjSbrVh/uAzTBqVBJpWgVucIeI6XNQIAGprN+PVkFQBgwdhsrN5ZDL2JgiFCCCEdg9FoRHl5uWiZXC5HUlISFi9ejDvuuAM5OTmYOnUqdDodXnvtNdTV1fkUDPXt2xdXXnklFi1ahLfffhsxMTF45JFH0K1bN1x55ZX8egqFAvfddx9eeeUVGI1GLFmyBJdccglGjRoFAFi6dCmuuOIKZGVl4brrroNUKsXBgwdx5MgRPPXUU4H9QPxE1eQIIZ2CycpmgR6bPQCfL7qEX/6XT/7Av7ewJUC1RkcwdKysESaLDde9uRMWG4OsBDXysuIAAE0GmniVEEJIx7Bhwwakp6eL/hs/fjwAYO7cuXj33Xfx3nvvIT8/HzNmzEB5eTm2bt2K1NRUn/b//vvvIz8/H1dccQXGjBkDhmGwbt06UZc2tVqNf/zjH7jlllswY8YMREVF4YsvvuBfnz59On788Uds3LgRI0eOxCWXXIKXX34ZPXr0COyH0QqUGSKEdApmezCklEuhihDf53l1SyH+NrUftILub+dq9PhgZzEKK7UAgBmD05ASw/ZbrmryvzQ3IYQQEmyrV6/G6tWrva4zb948zJs3r9XHiI+Px4cfftjietdccw2uuuoqNDY2QqPRQCoV/1s8ffp0TJ/ueRyWu7Li9fX1frfXX5QZIoS0isliw5HSBjQ0h0cWxWRhf0QVMimUchkiZK4/bzqjuDDC0+vYSjiX9ErAkpk5SNWwM3ZXNBpctiWEEEJI50PBECHEbzYbgz+9vh1XvLYdt72/J9TNAeDoJqewB0ExKnHie/+5OtTq2PLZ2YlqUdntObkZkEgkSNWwmSGdyUpd5QghhHR627ZtQ3R0tMf/ugLqJkcI8dvh0gacKG8CAPxRUg+D2QqVD+VAV/1yGrvP1uA/t47waX1f/XaqCltPsUUQIuRskONcBOHaN3fyj2cOScc9k/tg8DJ2Qr2xvZMAAFFKOWKUcjQZLahoNCJG5TppKyGEENJZjBgxAgUFBW3ax4IFC7BgwYKAtCcUKBgihPjtr58fED0/X6tH39SYFrd7/qeTAID1R8pwdV73gLVn/nuO7JTCTfc4Z7GRCkQr5Xj31hHQm63omRTFv5Yaq0JTpRYVjQb0Sekad8UIIYR0TZGRkWFZ7jqYqJscIcRvceoI0fNqranFbfQmx3idsgYDLtTpca5GhzNVWhRWaGHxc061Op0J5Q2uY3si5BIAwNI5A5GT5j5A09gzPlMGpuJPuRmi17hxQ1zpbUIIIV2DuwH8JLwF4pxRZogQ4rfeSVE4eL6ef86NxfGmtM4xD9BzG07iuQ0nRa9nRcnwpyt8b8OYZ7fAYLZhz6OXi5ZHyNjud3NHZeGmkZnouWSdy7axkZ67vx0vY7v/PbX2OBZe2sv3BhFCCOmQuBLRer0ekZGRIW4N8YderwcAUZlvf1EwRAjxm9EpjVOra7kU9akKLf9YIZNAJpVALpVCAqDJaMEFve/HN5itMJjZNox6ZovoNYVMwj+WSCRwRxPp+adveFY8Nh+v8L0xhBBCOjSZTIa4uDhUVlYCYOfM8fTvB/HOZrPBZDLBYDC4lNYOJIZhoNfrUVlZibi4OMhkrR+HTMEQIcRvRou4OIHOqViBOycr2IzLDSO647nrcvnlDXozcp/YCBsjgdlqgy83d5oMFo+vOf8DNrZ3InaeqREt85YZ+tvUvth8vAJKOfUiJoSQriItLQ0A+ICItA7DMGhubkZkZGRQAsq4uDj+3LUWBUOEEL9xmSGu8lqzD8HQKXv1uX5OhRaUghLXBrMNalXLx2/0UPY6O1GN/B7xomVv3pyPKq0RM1/dCrOV7Vus8VIlLjmGHTNktNhQpzMhPirC47qEEEI6B4lEgvT0dKSkpMBspqkVWstsNmPr1q2YMGFCm7qu+UKhULQpI8ShYIgQ4jejvYuaJlKBJqMFBrMPwVAlGwz1dypqoJRLIZEADAO3+2EYxuXuUqObiV5H9IjH138Z67I8Vq1ArFqBzHg1zlbr2GVeMkPCQCnvyU24Z3JvPDw9x8s7I4QQ0lnIZLKAXGB3VTKZDBaLBSqVqt2DoUChfiCEEL812IORODX7Q9fcQjBkMFtRbA9EnDNDEokEkfY5h4T7sdoYXP3GDtz63h5YbeJqMVuOs90YRmUn8Mu4tngyY7Ajje48IauQc/e4Vb+cgdbouVseZ29xLd7+7QxsNqpGRAghhHQUFAwRQvxyrkbHj//hMiwtdZM7U6WFjWHXT7F3QxPiAhCj2YZGgxnv7yhCYWUTDpTUY1thNdYcKOXXrdebsHpnMQDg9vE9+eXd4rxXAFp0aS90i4vE8Kw4yL3MRSSRSPD9PePw4vWOcU2+lNm+/q1dWLn+BL7af77FdQkhhBASHigYIoT4Zcm3h/nHOWkaAC1nhk7Zg6f+qTFuB1QKM0O5KzZixQ/H8Lyg9PbLm0/xRRu2FVZDa7SgT0o0pg9KxWOzB2BAugZ/vbyv1zbER0Vgy4MT8fXdrl3pnOVmxuHa/O4Y1ycRAHChzvdSd5uOUSU6QgghpKOgYIgQ4pdDFxoAAG/cPBz9UqMBuB/rI1RUxXaR650S7fZ1rtva8fImcPOn7ThTzb9+oa4Zn+wuAQDo7F3WshPZ0qcLL+2F9fdfisRo14yTM5VCBqnU9+o2qTFsNYeKRrZ0+Df7L+CyF37FYftnwBFO+lblwwS0hBBCCAkPFAwR4kGD3ow6HyYT7WpMVrZ4wrDMOERGuI71cafJHsB4GteTpmGDjq2FjgCIyzpx9p+rg83GYOn3RwEASkX7D3DtFs92vXt321kculCPJ9cew9lqHea8vl00NkhYWrysvhlbjlegRtvy3EuEEEIICS0Khghxw2SxIfeJjRj9zBZYrLaWN+giGIaB2f55KGRSqLjubS2MGeJeV3sIYNJi2WBoh2A+oCan8tl1ehN2na3hgzGuol17+vMlPZCdqEa11oRr3tiJer2jTUcvOsYRXaxv5h9XNhlxxwf7MO8/v7d7+wghhBDSNhQMEeLGuRq2W5fJavOpklhnxjAM3zXNamP4bmwKmbAKnPfAhMsccZkkZ+n2YEhndARVZ+xd6zh1ejMOlzq6p5U1NKO9pWhUeG3ucACAxalKXLU989PQbMa0l7e6bHuyoon/OyKEEEJIeKJgiBA3zgsGzHMTdXZVj39/BMOe2IhTFU2iz0Ihk/LBTUtjhvRcZijCfUnrNE3L433q9SYUlNTzz7mJX9sb11XOWaPBDLPVhi/3eq4eN/H5X6E3de1gmhBCCAlnFAwR4kZRtSMYMnXxbnIf7y6B2crg+Z9Oij4LhUzqyAx56CZ3+EIDRj69ma+wFhnh/ieHywy5o1Kw29TpTThwvo5f7stEr4Gg8TAnUUOzGYs+3Ien1x3nl00ZkOKyXmUjjR0ihBBCwhUFQ4S4wU0QCgDmIGUgwl2dziQaP6WQSRxjhjwEJh/vPoeqJkcwEKlwH1h4C4aS7fMSGcw2vqobADBBSth5mpPofK0ev56s4p9f2jcJN47MclmvyUCZIUIIISRcUTBEiBvFgrEer2w+FcKWhJawZPS+c3XYU1QLAJBLJZBIJI5qch4yQxedxvXkpMW4XY+rJseZO8oRVCSoIyBzKocdo5Lj5RuH+fYm2smRUkcBhSuHZWD1baMwoV8SZg5Ow0PT+vGvNTSb3W1OCCGEkDBAwRAhTqw2BsfLHBe6awouhrA1odXkVDziL5/8AYDtIgcAcZFsqWxPhSaOlzWJnmcnRbk9TmSEDLMyHQHV2N6J/GOFTMofBwBG9UzAwaXTMKpngj9vpU3W/fVSrJo3HMXPzuYDnV1nHZXvXr0pDzKpBEq5DG/eko97L+uLUdls+ygYIoQQQsKX+z4rhHRhpXXNqKaJMwEAF2rdV2zjusVFKeWIVsqhNVpQ2WhAdLJjUlWz1cZXXPPF9O4MJowYhJyMOEQrHT9NJ8qbkKpRosY+51OMUu7XxKmBMDBDg4EZ7LxHsZHu50pypolk3wMFQ4QQQkj4omCIECc6qv6FT38vwfojZbg6r1uL66bEKNlgqMmIXvZgSGe04Km1x1vY0tW1w7tBoVDAKihjrTVakKOOAcB2XYz2UNAgWDQ+B0PsehQMEUIIIeHL725yW7duxZw5c5CRkQGJRII1a9Z4XX/79u0YN24cEhMTERkZiZycHLz88suidZYvXw6JRCL6Lycnx9+mERIQ+hYmEO3sjl1sxKPfHca2wmq8t6OoxfW5AgeVgkIJE577BZ/tKWl1G2RSCT9u6K4JvRCnjuBfE2aNQqFbnLjU9sB0jdv1uAzSsbJGmriXEEIICVN+X1XodDrk5ubi9ttvxzXXXNPi+lFRUbj33nsxdOhQREVFYfv27bjrrrsQFRWFO++8k19v0KBB2Lx5s6NhckpakdDwVAygq3jztzP8Y65IwGU5Kfj5RKXb9VPtxQ8u1rNd6hiG4bu0ca4aloErfcgyCa28ZggenZWDaKUcD351kF/ua2amvXDd5Tif3XmJ2/W4YOiHgxdxsb4Z3/xlbLu3jRBCCCH+8TvimDlzJmbOnOnz+nl5ecjLy+OfZ2dn49tvv8W2bdtEwZBcLkdaWpq/zSEk4DyVie4qDpTUuSzL7R4nCobunNCLf5xizww9u/4EYlRyXDE0w2X7V27Kc1nmixgVG1DoBMUZ8rPiW7WvQFFHyPHLQ5PQbLKiR6IaUR4yVZf0SgRQCADYf64OJosNEXKqWUMIIYSEk6CnXw4cOICdO3fiqaeeEi0vLCxERkYGVCoVxowZg5UrVyIry3XODo7RaITR6OiW09jI3sE2m80wm8Orjz7XnnBrV1fm7Zw0NbsO+u9K587oJhhMjlbg49tH4ER5Eyb0TUJWgpr/TCRwjO/553dHkBgp/ll58k8DW/z8WvqOCNt0ae/4kJ+P7rFctz3GY1vyMzUoeOwyDHvqZwBAva4Z8YLufuGMfrPCC52P8ELnI7zQ+Qgv4XQ+fG2DhGFaP3WhRCLBd999h6uuuqrFdbt3746qqipYLBYsX74cjz/+OP/a+vXrodVq0b9/f5SVlWHFihUoLS3FkSNHEBPjfl6S5cuXY8WKFS7LP/30U6jV6ta+JUKwq0KCz8/KkKhkUGOUQC1nsHJk18kWPbpXBp1FXK3t9n5W5Ca6/6n4tliK38o8ZzxeHdP2ghSfnpbi9yppwPYXTA/9LoPZJsHSPAsSPc8tSwghhJAA0uv1mDdvHhoaGqDRuB/fCwQxM7Rt2zZotVrs3r0bjzzyCPr06YO5c+cCgKjb3dChQzF69Gj06NEDX375Je644w63+1uyZAkWL17MP29sbERmZiamTZvm9Q2HgtlsxqZNmzB16lQoFKEd70BY3s7Jxe3FwNlTyEyJQ835BkikcsyaNT00DQ2Bf/7xM2ARBxyXjR+N0R7m9elXqcVvr+30uL9Zs2a1eMyWviP5jQY8+PVhzBuZiVlDOlZ32icP/4pqrQkjx17qcdLZcEO/WeGFzkd4ofMRXuh8hJdwOh9cr7GWBC0Y6tmzJwBgyJAhqKiowPLly/lgyFlcXBz69euH06dPe9yfUqmEUql0Wa5QKEL+4XvS2ra9uPEkXvv5NN7+cz6mD+pYF4Lhzt05Wb3rHACgW5waBecbYLLawvZvqj1YbOLKZ72SozA0K8HjZzCgm/cxPP58dp6+I90TFfjiro5ZgEAplwEA3tl+Dq/Nbd3YqVAJ59/TrojOR3ih8xFe6HyEl3A4H74ePySjeW02m2i8jzOtVoszZ84gPT09iK0KTzYbg9d+ZoPCuz7aH+LWdH42G4OKRvZvs6yBrY5mtjK499M/sK+4NpRNCxqLle0Ot2BsNj6/8xL8/OAkaFTef1BevD43GE3rkOLUjqpyVGKbEEIICS9+B0NarRYFBQUoKCgAABQVFaGgoAAlJeycIkuWLMGtt97Kr79q1Sr88MMPKCwsRGFhIf773//ihRdewC233MKv89BDD+G3335DcXExdu7ciauvvhoymcxj5qgrqdWbWl6JBIzw8/7LpD784x8PleG6t3aFoklBxTAMLPYJT++Z3MdeEa1lSTGuWVoAiFTIAta2jur9BSP5x6t+OeNlTUIIIYQEm9/d5Pbt24fJkyfzz7lxO/Pnz8fq1atRVlbGB0YAmwVasmQJioqKIJfL0bt3b/zrX//CXXfdxa9z4cIFzJ07FzU1NUhOTsb48eOxe/duJCcnt+W9dQrlDYZQN6FL4T5vlUKKS/smhbg1wccFQgCgkEm8rCmm8lAy+prh/s0t1BmlaFRIiVGissmIlzefQnqcCjMHp/FlwwkhhBASOn4HQ5MmTYK3AnSrV68WPb/vvvtw3333ed3n559/7m8zuoyKRgqGgokLhvqmxCBC1jnnhDlR3ohDFxpwfX53SCTigIfrIgcAcj/ev9IpA/TV3WNQXK1zO+dQV/TIzBws/pKdOPbvXx/Cj4fK8OHto0LcKkIIIYQEfZ4h4p9yCoaCqsz+eafFqiCVSiCXSkTZks5gxivbAABREXLMHioelycsniCX+p4Zio0UZzl6J0djZLb76nNd0dV53fhgCAC2nqpCZZMBKTFUa5sQQggJpc5567sTqaBuckFVbi+akB7LXqQqwiw7dKCkDkdKGwKyrw93FeN/By+KlgkzQ/6898z4SNFz5+Coq5NIJHwhBc6op7fgo13F+HxPCRVWIIQQQkIkvK70iAvKDLW/Op0J/9l6Fudr9ShvYCvJpWrYYCgpJkK07rhnf8bRi4EJRvxVrzfh6jd24orXtsPqZ7bqSGkDzlZpRct+L6rFXz87IAquzPbMkEQCyPzIDMllUghX92fbrmJ8H9cxaI9/fxSPfHvYJSglhBBCSHBQMBTmyhsdJch7JUeFsCWd19++LMDT647j0ud+wdrD7EUplxka0UPc1au0vhmPrTkS9DaerdJi2BOb+OcGs9XnbRv0Zlzx2nZc9uJvMLvJQJTWN/OPucyQQur/T0NitPuKcoT19FVDsGBsttvXDl0ITYBNCCGEdHUUDIW5hmYz/1jYhUnIYrWh2WTFf7cXudz9Jy379WQV/9hgZoOF+Cg2IzQoQxOSNjl7YeNJ0fNmP4KhskZHsHO8zHU2ZpmgiAL3Nyb3o5IcJzEqouWVurBYtQLL/zQo1M0ghBBCiAAFQ2HOZHHcyXd3V59hGFz9xk4MWLoBT/54rEvMhRMMGhVbW2Rsb9euTdHK4Ncdca5s529miPO6fQJfoSaj43WDhd1vhIdS2d7cNi4bADCiR7zf23YlH98x2mVZjY7mEyOEEEJCgarJhTlhAOQuGDKYbTgsGPNRSxdVARGtZAe7D8zQ4N9z81CjNWLFD8cAAN3j1UFvj9SpBDaXwfJFnWAi2Y3HKlxebzJY+Mdl9oIdaRr/q5zdMCITGXGRGNIt1u9tu5LxfZOw/7EpiFNH4MdDF3H/5wWo0Rpb3pAQQgghAUfBUJgTBkDCLBHHnwwB8V20yvHV+FMuO1dOeaMBb/92FspWZE3aqsrpYtmf814nyAwJXTu8O7754wK0RkcwVFrHdqnLiIt0u403EokEl/aliZJ9wY2vSoxi/19NwRAhhBASEtRNLsyZBQGQ1miBTnDhCvg3doS48lSVzV1XuOgIdpnREvzPvLhGJ3ruTzDkLlt4dV43qBTs199ozzLpTRbsLa4FAGTE0fw3wcBVK6zWUkaXEEIICQUKhsKcSZAZsjHAiXLxAHh3wZC/ZZe7Mk+lyzUq12BIpZABcAQPwWKzMbhYz7aTm7/Hl25yDMPguwMXcKCkTrS8b0o0Vl4zxPF+7AH3378+hO8OlAIAusUFvytgV6RRseezyeA+e0cIIYSQ9kXd5MIc1zUuRiVHk8GCGqc7yM0m12DIaLFCHUGn1hcltXrR8ykDUvDcdbmQSFyrqSntmRRDkDNDOpOFD3DTY1VoaDb7lBn6av8F/P3rQy7Ls5OioFLI+O5+XKbrx0Nl/Dqjeia4bEcCL8qegTRbGRgtVijlshC3iBBCCOlaKDMUZr4vKMXIpzdjTxHbXclsL3WcEsOOLVj16xmsXHccDMMud3dR7M/g+q6upLZZ9PyZa4YgwUOJaD54CPLnyxU4kEslfGaope6RJTV6t4EQANj/dPjMkPPfy99n9Ec+VYQLiqgIR/Cz60xNCFtCCCGEdE0UDIWZ+z8vQFWTEX/7ogCAo4BCqr2618Hz9Xh761nsP8d2feIuinPSYvjyy1RUwXfnatjM0LDMOLy3YARSYjyPleHu2hvdFLJoT1wwFKOSCwIY7+d4wft7vLzKRkPCzJCwUMeNIzLb0FriD7mgZPodH+wLYUsIIYSQromCoTAivMCt0RlhszGw2LtHpTqVOuaqT3GD4zWRCkc3LgqGfMZVWps6MBWX5aR6Xde5W1mwcONJYlQKvuiBoYWAzLnggpDSHlA53o+NryIXIZciTk2Tp4YCjfUjhBBCgo+CoTAiHL+SGKXEqcom/nmKRila12C2gWEYPrORGa/2mrmwWG34+URFlx2obbHa8M7WMyisaBItt9rYz0ohcx0j5IwLNoOZGWoymPHgVwcBsJmhSC4z5GasGMditcHddfVt47KRqlHi4Wn9AYgLQnCFOQakxUAmbfmzIIEXE4LJfAkhhJCujoKhMCKcR6hWZ8Kf/+vo6uQ8CabRYsXCD/bhpU2nAACZCZGOrIGbzNDzP53E7av3YdGHXbMrzjPrTuCZdScw9eWtWPD+Huw6y47P4DJvMmnLXwU+2AzimKHP9pTwAa+v3eTcZY3G90nCsjmDsHvJ5chOigIARNrHqzQ2m9Fo74rnabwUaT+bF08AAJhtNtgoO0QIIYQEFQVDYeCno+WY8tJvOHC+nl/WbLaiqskxEaNzNzmjxYYtJyr5593j1R4HxB8oqcPbW88CAHafrQ108zuE93YU8Y9/PVmFW9/fDxvj6JrkQ2JI0EUteN3khOdSKpE4zrGXNlysb3ZZNntoOgCIquTlpGkAAIdLG6C1B0Pc/knw9EiMgkwqgcFsQ2UTTb5KCCGEBBMFQ2Hgro/243SlFo+vOeL29f/OH4E4tUK0TOs0+WpmfKTHi/Wr39gZwNZ2HsfqJY7MkCw8M0NJ0Y7ukYWVWj5Y0XvpJueuilz3+EiXZX1TohEbqUCz2YrP95YAoGAoFBQyKX9+vI31IoQQQkjgUTDUAfRKjnbpvlTdJJ5vKDNBDRV/se49cyGsHNYVMAwDd8Ngvi2SwmIvXS73YZxMKAooCM9VYlQE4u1BcZ3O5GkTFAgyjJxuca7BkFQqwchsdj6hUxVaAI7sFwmurAR2ktviagqGCCGEkGCiK58OID1WhXinCl/ljeKuUKkaFX9XX2e04sdDF1HeYMCaA6Uu++tq1eYKK7VuCwrUGCV80QpfigZwmSGueEUwCIOhF67PRbJ9vqlqredgKFEQOP9lUm/cMb4neiVHu113tNPkqpQZCo3sRHYc1yPfHnY7kTIhhBBC2geVLwpz8WoFVAoZpBLxxXp5g4F/vPq2kZBJJfxd/fd3FuFIaSPi1Qq+dLRQs9mKGJXCZXlndf/nBS7LoiJk0JmsOF3F3on3JTOUEB2BCJkUzWYr1h8px6wh6a1uU5PBjAXv78XY3ol40F7dzR2uG9+1w7tjcLdYvpR6lZexJQMzNNhWWI3bx/XEP2bkeG3H8B5xoucUDIVGqqBa5G+nqjBjcFoIW0MIIYR0HZQZCrGWMgzpsWz3pgi5VNRV7rx9XpheSVGY1D8FgGP+mCOlbJlk50AoUhH8MS/h4HhZI/949pB0TBuYij4p4kyJL5mhaKUcd03sBQB4X1CQwV9WG4M7PtiH/efq8NrPp72ua7ZXhouQs+3jMkNVWtdgiGEYnK5sQkUjGyhf2i+pxbb0SYkRPee6WpLgEha2OFne5GVNQgghhAQSBUMh5lwIwVl6rKOKXEac4zGXGeAujoGWL2S5zFFDc9eaayhD8Bmuunk43rl1BCLk4j99uQ+ltQFgTK9EAK3/DM/X6jH3P7uxp8hR1e/Z9Sew217q25nZxo1pYtvHne9ancll7Nfaw2WY8tJWfvxPgg+Tp8ZGijOEidFUWjsU/pSbwT/ecaaaSmwTQgghQULBUIjV6bxfVKcLAiAJXLMXKYKS294Gv88bnYUo+6SOni68OytuvMxNIzP5Zc6TrPo60SgXRJ2q0PJluX3BMAy+2X8BM1/dJgqEAOCt387gpnd2u92OC3jk9vbGqyP4YhC1TkUU3t9RLHru65xBd07oxT8emKHxaRsSWJkJanx99xgAwJ6iWsz697agjUsjhBBCujIKhkKsRufa3SlSMG6D6yYHuC98kCLIDKkj3GeGcrvH4umrBvNZDeF4o3BwsrypXYs6VNu7lAnH+Chkzpkh/4IhAHj028M+t2Hl+hN48KuD0BotyO8Rj08XjvZpO4s9GIqwt1cmlSDRXm7bedxQjMoxBFAi8T0YajI4spM5aTFe1iTtKb9HPP/4RHkTmlrIGhNCCCGk7SgYCrE6vWtVMOFFbLJgnpl6N12zhMHQiOwEl9cBIC8rHhKJhM+QuCuqECq/n63B9Fe24vbVez2us+N0Nd7ddrbVd8pr7BkU4eca4RQM+ZsZAoAv9p33aRuD2YrVO4sBAIun9sOXd41xGbPkiZkr/S3IZHF/E0dKG0TrRisdwVBu9zg+E9iSs1Va/rE6gmqqhIpEIsE1ed3459RVjhBCCGl/FAyFWK2bbnLCcUDRgrv9Pe3ld4VSBFWoJvZLdpsd4jIiCVH2OWrcBGCh8sOhiwCAnWdqPAY7N7/7O55aexy/narye/82G8N3JxNOYNrqbnJOQdTqHUUuQYmz/efqYLLYkKpR4r7L+kAmlbiMWfKE7yYnGNMUpWTP8ZdOwZjw72aQH93dxvVhCy1kJrjORUSC69HZA/jH/nTDJIQQQkjrUDAUYrVO3eTSNCr8fYaj1LIwuHnh+lzMdCq5mxwtHDMkQ3833ZxG2eeS4eYqch5rEkrCog9Gi/cqd2erfJ+Qsrhah09+P4canYm/qBRmhpwLJrSmmxwALP/hGK54bbvXbXacrgYAjOudxFcN8zUY4iaFFa5/WU4qAKBR0L1tx+lq0Zih28Zl+7R/gB0z9Ny1Q/HN3WN93oa0j6RoJT8mjIIhQgghpP1RMNSOfBkH45wZ2rh4gqgLlbDbUlaiGm/eko/r8rvzy4SZIQD425R+Ho8Vbw8GwikzZBJURGtpskmLzfeS4Fe8th3//O4IXtx4EgA7nkYYUCjkbSug4A+ui9xIwQSnzhkmT7hqg0rBca/KYyuPFVfrYLIHkDe/+zv/+vX53V1KZnujUshww8hMUTEOEjpcoG6hYIgQQghpdxQMtZOv9p3HwKUb8H1BKQ5eaICn4S51TlmaSIVMNPZD4uYaXfi6cEwRAEzol+yxTVxmyPmYoaQVZDd0JtcB48Kuc9z4GZ/2aw8iPt/LdiVLcvqcXAooyHwLhpQy90UqPI3vOF7WCL09yOse7+iGJvchGDKYrdhuzyrlpDm6vaVpVIhRymGxMSiqds2W9Ux27U5JOg4uMKfMECGEENL+KBhqJw9/fQg2Brj/8wJc9/bvOFLn/mKbG9wfqZDhr5f1gUImFVWTc7eVTRAgaJzmiQGAl2/MdXssrptYo8ECo6X9qrf5Qzhfj7vMkLDr3Df7L7R6fh/nMTTOwVBLJc45njJD7opbAMCpCscEms4BWUtOV2rR0GxGhFzKd3UE2IH2fVPZ7OH0V7Zi1xlxqXSqyNyxcV02KTNECCGEtD8KhoLkhxIpnll/Enqn7AfXZe2lG3KxeBo7VkgikWDGoDQMTNcgNzPOZV/CYMhd966r87rj1ZuGQSaV4NWbhvHLhRNs/vO7I215OwEjDCLKG11Lfgu7Gp6t1uFvXxS06jjOJaNLavWi58Oy4nzaj9JDMFSjdS2Rzq7vCGyd2zC0e6zouUXQZVBrtGCufe6hNI3KJQjrl+rY19z/7EaPRDX/PDNBDdJxcVlKqx/dQgkhhBDSOn4HQ1u3bsWcOXOQkZEBiUSCNWvWeF1/+/btGDduHBITExEZGYmcnBy8/PLLLuutWrUK2dnZUKlUGD16NPbs2eNv08KGuwxHRbME7+88h9d/Pi1aXuem7DMAvPXnfKz963iXDAYA+HLD+Mph3XB0xXRcOcxRqlcYOH29/0LLOwmCesH4pS/2upaqbnYad/XzicpWHce5ZHRStOPzPvD4VJ+zNlKpBC9e75p5m/uf392sDTSb2eB3fB9H8QTOl3eNwa4ll/HPhVmwr/ed5+eZcTeZbt9UcWDFjR1adGlPzBiU5rI+6ThkNGaIEEIICRq/gyGdTofc3FysWrXKp/WjoqJw7733YuvWrTh+/Dgee+wxPPbYY3jnnXf4db744gssXrwYy5Ytwx9//IHc3FxMnz4dlZWtu/ANtQ93FXt8rbDSMaeLxWrDWfuYD3cTZDpfPHN87QalUrgf3xJOGpodmbJoN/PiGMz+3x03ualKx5Wj5jxweR9MTLPhtwcv5QtL+Ora/O7IThRnX6q1RreT2XLjhSLdlDxXKWRIjVHxQWqjwZElE557mdT1a9ovVTxPEVeC+9r87q0q8kDCB99Nzo8xcoQQQghpHb+vmmbOnImnnnoKV199tU/r5+XlYe7cuRg0aBCys7Nxyy23YPr06di2bRu/zksvvYRFixbhtttuw8CBA/HWW29BrVbjvffe87d5YeF/By/yj53v6gsDmX3n6vjHqbG+V/K6fgRbTS7Px65d7sSrXccaBRvDMGhodmSGuO5/52v1WPjBPuw8U91ihTl3uOIJQs6ZoTSNCtf0tCEjrnVz6/RwM+eTu25+XPvdzf8EsJmmVPv8QGWCYErYpdFdwYt+TpkhLqvka5U6Er6ogAIhhBASPEG/cjpw4AB27tyJiRMnAgBMJhP279+PKVOmOBollWLKlCnYtWtXsJvXZjYbgxPlTYLnzms4LnCE44c0Kt+Dk+FZ8dj298n4/M5L/G7fSzewXbz6+lF6ub00m62iCnHN9izQaz8XYvPxCsz7z+8wtKLQg7BCHcc5M9RWd4zv6bKMm09ISN9CMAQA6faATJhZEpYcr2hyDbJSYsTd+rhsGGWFOj5uzBB1kyOEEELan2u/pHbSvXt3VFVVwWKxYPny5Vi4cCEAoLq6GlarFampqaL1U1NTceLECY/7MxqNMBodg9YbGxsBAGazGWZz6yqOBUK93iy6o9sjMRKFlY7yxzYbw7fPYM9gDMuM9bvNaTEKgLHB7Gc3Mo2SvVjWGkP7OQFAtVMmRW9vk1kQCFQ3NovWyUmNbrHdtdpml2URUoi24x639jMY0zPOZdnzP53EneN7iJbV2yfVVSukHo+VGsN207tQq+PX0Rsd6zJMy+3kgicpYwv5eW2Ntp6PzoSr8m40he47SucjvND5CC90PsILnY/wEk7nw9c2BC0Y2rZtG7RaLXbv3o1HHnkEffr0wdy5c1u9v5UrV2LFihUuyzdu3Ai1OnTVtCqaAe5j/VOWFSZbEwoFCbiKygqsW7cOAHCgRgJAhqb6en5ZezvTyLavsq4xaMf0pFTHtoWz5UQVPv5uHfSVUnBJy0+27IcwgdnQ2NRiu38tYz9XoYK9u1Fz3HXdTZs2ta7xANx9fX5Yuw7CKYsOFrLvpfrCWaxbd8btXppr2HV+++M4UuuPsu29KH4P7t7zn/tI8NFpGdIjGZQ1swf97ZctUAftWx14bTsfnYNeJwMgwc5du1F+hAEDIFQJPzof4YXOR3ih8xFe6HyEl3A4H3q9vuWVEMRgqGdPtlvRkCFDUFFRgeXLl2Pu3LlISkqCTCZDRUWFaP2KigqkpXmuirVkyRIsXryYf97Y2IjMzExMmzYNGo3G43btbd+5OqBgL7ISIvHiokvx1m9nseGCo4JccnIKZs0aDoZhsHftCQDnkZKciFmzRgSlfcfLmvDvo7sAuRKzZk0KyjE9OVBSDxwSVw08Ie2BrJ4KoLQYAFBkjALQjMSoCNToTKg1yzBl2lS33cEsVhv++sUhbCp2Lbwx7bKJ6JnkGOdjNpuxadMmTJ06FQpF68ZP3b9ro8sybcoQbCuswSMz+iErQY3P3tsLVNdhwshhmJWb7nY/FTvP4Zeyk9hRIcXri6YgWilHyW9ngXPs383sIWmYNWuoy3ZJxbX46PQ+MAoV0MxmoGbNmOYyPqojCMT56CzeLNqF8uYm5I0YiWfWn4TFymDDX8f6NFFvoND5CC90PsILnY/wQucjvITT+eB6jbUkJFdNNpuN7+IWERGB/Px8bNmyBVdddRX/+pYtW3Dvvfd63IdSqYRS6VoOWaFQhPTD75mswZNXDUaETAKFQgGZXJyhkEjY5T8cvIiPf2dLSSvksqC1OTaK/cz0JmvI/0gtjGu1vL3n6jGxXzL/vKSW7fI2IF2DAyV10JmsuOrN3bh5dBYWjBOP2zl0sRabjruvQBgbpXL7ftvy95Ico0RVk3h+oaX/Y9NPBosNH9w2CsfL2eqBvVM1Ho+TGO0onnG8QoexvZPA9X7snxqDF64fBoWbyoApGjYDWiFoQ6RSCUUHHjcU6u9vOODK6RfVNONMFdvF9o8LTRjXJyn4baHzEVbofIQXOh/hhc5HeAmH8+Hr8f0OhrRaLU6fdmQ6ioqKUFBQgISEBGRlZWHJkiUoLS3Fhx9+CICdPygrKws5OTkA2HmKXnjhBfz1r3/l97F48WLMnz8fI0aMwKhRo/DKK69Ap9Phtttu87d5IZcWq8KfL3GMGzlX7T5Ft/ZQGf9Y4Wbi1PYSZS9frTdZYbMxkAbx2M64CmiDu2kQG6nAjtM1iFHK3ZbG3n66GlkJauhq9Sis1GL5D8dw5bBuorLY5Q3uJz4FvBcwaK3PFo3G6z+fxsV6A/YU14peq2oy4lRlExqazVBHyDAow3O2Ml1QSVBqL6nNfTYT+iW5LcsNOCoQCisUykN4PklgcNXkNh5zZMtvfvd3FD87O1RNIoQQQjotv4Ohffv2YfLkyfxzrqva/PnzsXr1apSVlaGkpIR/3WazYcmSJSgqKoJcLkfv3r3xr3/9C3fddRe/zo033oiqqiosXboU5eXlGDZsGDZs2OBSVKEjci63zF23xkc5olV3E6u2F+FcPk1Gi6iEc7AZ7BOqRipkWDy1H3ac3oVavcltMHTVsAysKbgoWna8vBFjezvullcIPuuh3WNx6EID/7w9uo71SYnBKzflwWK14aPd57Dih2P8a6kaFfYUsQFSfo94r+d4TO9E/nG93oz7PjuAH+zl2ZVyz0FcjFKOSIWMn5hWIkFIg1sSGFwXUO7vhxBCCCHtx+8rxEmTJoHxMuvn6tWrRc/vu+8+3HfffS3u99577/XaLa6j+r9JvfHbqSr+udw+gWZspCOj4WFu1XahFHSh+t/Bi6IsVrBxZbNVChni1eznUa8zo8mpNLZGJceLNwxDZZMRO8/U8MsrnAJNYQnqd28dgSkv/YZG+75k7RgkyGVSjO6ZKFqWEqPE8TK2r2peZpzX7SUSCcb3ScL209XYV1zLB0KA+Hy52y5Vo0RxDZt9pKxQ53DXhF4UCBFCCCFB0nEHF3QQo3slYvc/JiJJxQaQXJenGJUjDm1oDl75QYkg8jpbpQ3acd0x2AfGKOWOYKjJaMGGo+Wi9a7N7w6ZVILlfxqEB6b05ccU1evFn1tlI9tNbsnMHKRoVNAEMevl3A0vMkLGzzHkSzu4jF2F0xiklgbNp2gcXezaM+AjwXP5APcZcS64JoQQQkjgUDAUBInRSkxKZy/8Lfb5YIRz6dTqTEFtz/PXsZXJQn1xxXWTUymkXgOGBHug1C81Bg9M6Yfu8ewkpXVOwRCXKUq1Bwj+TGTbVs7jekwWG5pNjsxXS7huk8KsEADYvGRhASBNEAxxWUfSOZ0UTOZMCCGEkMCgq6cg4eaeMYdBMDTQPpj/2MVGr10e21uzYMyQt6yGc6DEZZEa9OLPjQuGUjRsxbwr7KWsU2Jcqw4GmrtgyGAf+xTpQzCUHKNyu1w4ga87qRrHe6PMUOfGZRoJIYQQEjgdb0KSDkrOB0Psxa2wSECdPrjBUJ+UaMilEjQaLLjYYEC3uMigHp/DdQ9sqRuZczARp2bXd84Mcd3kuMzQokt7IV4dgfFBKEns3EaT1SbIfLUcDHkK2FoOhoSZIQqGOosv7rwEH+4+h0EZGjy34SQAQGsM/WzehBBCSGdDmaEg4a5TLTY2CBIGQ1yAFCxKuYzvanaxvjmoxxZqtAdDcS0EQ84Zjziu2IJgrJXOaEGTkS2WwAUICpkUc0dlITNBHbA2e+JcLU5vssIo6AbYkrG9E90ub6mbnHDMUE2QM4yk/YzulYhV84bzXUQBuMxpRQghhJC2o2AoSLhrZT4zJOgm9+6tI4Lenhj7eBqt0dLCmu2HK4DAZXoev2Kg6PW3bsnHjSMyMSc3Q7ScC57qBRm1SvuFojpCJiofHkwHl07DfZf1AQD8fKKS79bkSze5nklRbpe3mBkKQhdAEjqpgjmojl6kAgqEEEJIoFEwFCTcmCGugAI3qeYjM3MwZWDw51PiAgatIXTBUKNB3E3ujvE9seJPgwAA/7p2CGYMTsO/rhvKz7vC4YoNCKvJORdPCIVYtUKUISqsZKv1KX0IhiQSCR8UCk3OSfG6XVps6N4vaX+T+iWjT0o0AGDnmRrsK6aS24QQQkggUTAUJHwwZBOPGfI2j0x7iraX9g5lZshdtbX5Y7Nx4PGpuHFklsftuDmahGOt+OIJIc6U3Dzatd2+TmybFO1o+64ll+H7e8ZhZHaC121SPBReIJ2DRCLBE/YbBADw1m9nRK//crISI57ajJ9PVAS7aYQQQkinQMFQkHDBkM5owYofjmLzcfbixTnrESzhkBnismPOBQbioyLcre543Z5BaTJY+Eybc/GEUEmMVrqcU1+zN8mCYCg9NhK5LUzWCrhWsSOdT4ygRHy8WvzdWPjBPlRrjbh99b5gN4sQQgjpFCgYChIuGDpTpcP7O4r5CUcjWphUs71wk4S+u/0sxqzcEvQ5TBiG4cdA+JsdE2ZaPvm9BABwqLQBgLjUdKg4jxHydQxTEo3/IW4MSI/hH1udCmq0NKaMEEIIId5RMBQkUon7i5ZQZYa4bExFoxFlDQY8tfZYUI//26kq/rG/wZBcEEAu+99RAMDB8/UAgOFZ8W1vXBsJS1zfNaGXz9tdl98dANAj0b/qd1MGBH/MGQkeuUyKJ68aDADQG8VzDQl/P/69pTCo7SKEEEI6AwqGgkTuYQqYUI0Zci73HOw5an49KQyG2tbVi2EYvnJbj0T3VdmCSVji+uHp/X3ebmK/ZHx99xh893/j/DpehKc/LtJpRNkzuTqTuFurcIzcS5tOBbVNhBBCSGdAwVCQeJpqJmSZIacAxNdB/oEiEVy/K32Yh8fZo7NyALDjh/7vkz9QrXWU1g4XgzI0oiyWL0ZkJyChhTFTzqIiaO7kzk5tP8e6EBY8IYQQQjojCoaCROPh+tZ5ss5gcQ5A4tT+XYC3lUwQDbUmO3aZveS0xcpg/ZFyfnk4BEP3TO6NNI0Kb96cH5TjPTS9P3olReGx2QOCcjwSfFzRkFqniXWF5eUBGkNECCGE+ItuKQeJ2sMnHaoCCs4V3JyftzdhZohpxfVbWmwkAKDJ6U55OFRXe3h6Dh6a1h8SSXC6r6VqVPj5oUlBORYJjYw49u+9rMEAhmEgkUhgsthcSuPrTRZR9TlCCCGEeEeZoSDxNCQnXLrJme0lqoNFGABxF3r+iFbK3XYnU4dJl7FgBUKka0jVqCCRsOXoq7VsdoibtFhIb7Lyc5gRQgghpGUUDAWRzE1EFKpgyLmbXLAvoLiB4H+b0s/t5+KLod1jXZa1dl+EhLMIuRQZ9mxoSa0OZ6u0uO7NnfxrXIGFWa9uw+Uv/UoBESGEEOIjCoaCKMbNfDPOc9IEi/MYIaPF6rJOQ7MZN7y1Cx/vPhfw4zfZJ3uNUbU+kzNrcLro+b/n5rWpTYSEM67kenG1Hg99dRDFNXoAgFIm5buH1uhMOF/bjDNV2pC1kxBCCOlIKBgKomila+ATqm5dwokcAfeZoX9vKcSe4lo8tuYILtTpA3p8bqxDdBuCoakDHfPrDMrQ4E+5GW1uFyHhiisbf65Gh4pGI788Qi51GSsXqsIshBBCSEdD/2IGUbS7zFCIBvwnRytFz01uxgydq3EEQHd/vD+gx9dymSE3n4mv4qMiMCBdAwAY1TMhIO0iJFxlc5mhGj0UMkd30Ai5FGqF+HtE3eQIIYQQ34THaPMuYmTPBJyoEHdfCVUpaOcB/u4unur0jjK+R0obA3r8QGSGAOCzRaPxw8GLmOHUZY6QzobrJvfDoYvokxzNL4+QS6Fy+h1x1+2VEEIIIa4oMxRED07pg7sm9MI1ed34ZaHsztIrOYp/bHQTDDnPaaIzWvDRrmJUNBrafGwuGIpqQ2YIYMc+/XlMNpJjlC2vTEgHxmVBGQYortHxy80WG9ROYw8pM0QIIYT4hoKhIIpSyrFk1gCMDJMuXd/+ZSxuH9cTgOvF097iWhRVOy64ZFIJnvzxGB7//ihuemd3m4/NBUNt6SZHSFfCjRkCALPVUZv+YoPBJcPs7uYGIYQQQlxRMBQCUwawA/9z3ZSGDqY4dQTG9E4EIL54OnShHte/tUu0rlQCbDxWAQCiIKk1GIaBLkDd5AghQLNZ3C2OgiFCCCHEN3QlGgLJMUocXDYtZOOFhLh5joSZoV9PVrmsJ5VIwAhnSm0Do8XG39luazc5Qojr94jGDBFCCCG+oSvREImNVIS6CQCACPuYJWE1OeexQgAbDNkCEwvxXeQAICpEpcUJ6SySoiPw5JWDYbUx+PlEJQDAaKbMECGEEOIL6ibXxbnLDNW4DYYQsMxQnX3/GpUcMqmkhbUJIZynrhosev7PWQPw5V1jkBarwnsLRuKqYexcW+UBKHJCCCGEdAUUDHVxSjfBUK3O6LKeRCJBgBJDqGxi95+iUQVoj4R0Dbdc0gNJ0RH884WX9kQvQZntvqnsZMpnKrUu2xJCCCHEFQVDXRwfDAm6ydVoXTNDDMMgUNHQG7+eBgCkUDlsQvymFnQtdZ4vLCOOvcFAmSFCCCHENxQMdXFKOVvEwWCvRmW1MThR3uSynpVhAhIL2WwMdpyuAQCU1OoDsEdCuhaVwvPPdkoMGwxx2VdCCCGEeEej17s4rrS13mSFxWrD5uOVbtezMYBc5rgLzTCMy11pb2w2BmabDTvP1PDLaLwQIf6LVHiuQsllWyspM0QIIYT4hIKhLk4jmOenyWARzWwvZLLYkBytRL3eDABoNFj8qog3//092FZYLVo2OkwmnyWkI1F5DYbYzFCjwQKD2cqvW1ytg9ZoweBuoZ3bjBBCCAk31E2ui5PLpIiyz3d04Hwd0mPFRQ2Ez0vrm/nH5Q2+33lmGMYlEAKAR2cN8Le5hHR5kV7mJ9NEyvkKke9uOwuA/f5NeuFXXPHadpynrqmEEEKIiN/B0NatWzFnzhxkZGRAIpFgzZo1Xtf/9ttvMXXqVCQnJ0Oj0WDMmDH46aefROssX74cEolE9F9OTo6/TSOtpLFneG5fvQ8HSupFr/VIVLvdpqyh2e1yd4TzCnEWjM1GnDrCzdqEEG9Ucs/BkEQi4ecOe2HjKRjMVtFNjH3natu9fYQQQkhH4ncwpNPpkJubi1WrVvm0/tatWzF16lSsW7cO+/fvx+TJkzFnzhwcOHBAtN6gQYNQVlbG/7d9+3Z/m0Za6ZZLevCPj11sFL3WIyEKy+cMdNnGn8wQ17VOqGdSlB8tJIRwvGWGAEAteF1vsuKljaf45+4qRRJCCCFdmd9jhmbOnImZM2f6vP4rr7wiev7MM8/g+++/xw8//IC8vDxHQ+RypKWl+dscEgD3TO6DI6UNWH+kHLV68cVSZIQMeVnxLtvUN7sGOJ40uFk3m4IhQlqlpWAoRiXnq8lpDRZ8e6CUf63J4JqlPV+rx4e7inH7+J5Ij40MbGMJISTELFYbjpU1YlBGLGRSCRiGgcFsa/G3lHQdQS+gYLPZ0NTUhIQE8eD5wsJCZGRkQKVSYcyYMVi5ciWysrI87sdoNMJodJSPbWxkMxpmsxlms+8X6sHAtSfc2iWkjmCThDVacUlehRSIdPNXYjRZfH4/NU2uXerSYxQh/Tw6wjnpSuh8+C4n1XEjwd3nJcwMldSIy+Q3Nptctpn3n904X9eM34tq8M1dl4j2S+cjPND5CC90PsJLS+fj+Y2n8M62YvzfxF7425Q+WLn+JD76vQTf3n0JctJigtnULiGcvh++tkHCMEyrp4+RSCT47rvvcNVVV/m8zXPPPYdnn30WJ06cQEpKCgBg/fr10Gq16N+/P8rKyrBixQqUlpbiyJEjiIlx/4e6fPlyrFixwmX5p59+CrXa/TgX4tm3RVL8Vu7aa3JWphUT0hg8slccEU3vbsOsTJvL+u4cqJFg9SnxHZiXL7GAKmsT4j8bA2wulaCPhkEvjevrrx2V4nQj+12elWnFuvOO797oZBvm9RF/b+/f5fhuvzrGNXNECCEdmfNvHPe8f6wN/zfQt+sY0jHp9XrMmzcPDQ0N0Gjc/INpF9TM0KeffooVK1bg+++/5wMhAKJud0OHDsXo0aPRo0cPfPnll7jjjjvc7mvJkiVYvHgx/7yxsRGZmZmYNm2a1zccCmazGZs2bcLUqVOhUPhejjqYTm05jd/Kz7oszx86CNdekoUXj/+KKsF4g+yevTFrWl+f9t2w9zxw6jgUMgkWjsvG/Zf3CfkcQx3hnHQldD78c4WX1zZqD+H04XIAEAVCAFBQJ8eL48cjMSoCcnuhhft3beRfnzVrFgA6H+GGzkd4ofMRXlo6H48f+BmN9i7Cs2bN4n/z5FGxmDVrTFDb2hWE0/eD6zXWkqAFQ59//jkWLlyIr776ClOmTPG6blxcHPr164fTp097XEepVEKpVLosVygUIf/wPQnntqmV7tsVH6WEQqFAt3i1KBiyMvD5vTQZ2TsvVw7rhn/Mci3GEErhfE66Ijofbffo7IFYaw+GnBktNox/fisA4Nv/G4vhgvGAETKpy2dP5yO80PkIL3Q+woun89EzKQoHLzQAAGwSRw+Yer2Fzl87Cofvh6/HD8o8Q5999hluu+02fPbZZ5g9e3aL62u1Wpw5cwbp6elBaB0BAKXc/Z/CEPskjUnR4sDTZPU9tWw0WwGIxzIQQtpHt7hIjOuT2OJ6b/xyGtWCMYJyGfVbJYR0PvFRjmk8Tldq+cf1eqquSVh+Z4a0Wq0oY1NUVISCggIkJCQgKysLS5YsQWlpKT788EMAbNe4+fPn49VXX8Xo0aNRXs7esYyMjERsLHuh/dBDD2HOnDno0aMHLl68iGXLlkEmk2Hu3LmBeI/EBxFugqEPbx+FvqnsmC2NUxUFsz/BkH1dbv4TQkj78uW7plEpMOKpzfxzvcnank0ihJCQMJod1ytF1Tr+sc6H37xVv5xGpEKG28f3bJe2kfDg99Xpvn37kJeXx5fFXrx4MfLy8rB06VIAQFlZGUpKSvj133nnHVgsFtxzzz1IT0/n/7v//vv5dS5cuIC5c+eif//+uOGGG5CYmIjdu3cjOTm5re+P+EjhdPG07e+TMaGf4/Mflhknet1k8b3uhtm+rsJD9okQEljubm442366OggtIYSQ0LHZGJypcmSD6pzmPWxwMw8ip6rJiOd/OoknfjwGg5luFnVmfmeGJk2aBG8F6FavXi16/uuvv7a4z88//9zfZpAAE95JjlHKkZkgrsg3b1QWqrUmnCxvxE9HK/zKDJmsVpdjEELaT4Rc3CV1y4MTcfmLvwEAFDIJzFYGNqff8Uv7JgWtfYQQ0t4YhsFfPtnPz7sGAI1O8x6W1OoxRB3rdnvhdU693oy0WOrq31nR1SkBIL6T3D3BtTS5XCbF4qn9ML4Pe8HkTzDEZYZ8uVtNCGk7k8VxF3NYZhzi1Y4+83H2x2arOBiKVgZ92jlCCGk3aw+X4aejFaJlzpPAn6/Ts8v1ZvzfJ/vxzf4L/Gsmi+M6p1ZH44s6M7o6JQDEgUpmvOdZ6LnudN6CoQ1HyjHiqU14d9tZ0boKGqBNSFBUCe6EfnjHKMSoHIGOSsF+h50vCpyDI0II6cg+3n3OZZlz0YSyBgMA4PHvj2Dd4XI8+NVBvveTQXBTqY6KLXRqFAwRAOJgKMtNZojDBUNGi+dg6Nn1x1GtNeGptcfZdamAAiFBJewWolEpRGMCPX0PLTaafJAQ0nk0GVwnkXa+CaQzsusIq8yNfHoz9p+rExVe4NYjnRNdnRIA4gsk5/FCQtH2O8xaLz8MxTV60XOzPXCiAgqEBIcwM+TMeTwR99232igzRAjpPExubto6d5vjghzh71+11oS7P94vKppgsO+LYRhUa43o98/1uPzFX2Gj381Oga5OCQDfM0MJ9nr9dT72n7XZGL6bHGWGCAmO+y7rAwCYNzqLXxYbyU4+N3VgqmhdjX25P+MACSEk3HHzIQ5I13hch7ux65wZr2oyinrAcPMlvrP1LEY8tRkmqw1nqnTYWlgV6GaTEKARswQA0EMQAPVMivK4HjcQ29tgwgiZlP8ReuLHY/jlJPtjQQUUCAmOv0zqgwn9kkUXAVsfnozKJgM/YJgTGylHtdYIC40ZIoR0Ilw3t+evG4rtp6vx7PoTLutw86u5y4wLM0NcYLTSaR+nK7WY1D8lYG0moUHBEAEApGhUePfWEajSGpHtJRjiMkONBgvMVptoLMLvZ2vw26kqPhACgNU7i/nHlBkiJDhkUgmGdo8TLYtVKxCrVqBaK76RwWWMzNTdgxDSiXDXIhFyKaYNTHUbDHGZIaubKWO+3Heef2wwW91mz7kCDKRjo2CI8KY4dZ9xJzZSAYkEYBi27n5yjJJ/7cZ3dnvddmxvmseEkFBzrurIZXuNNKkgIaQT4X7TlHIpZFL31Ww3HauAxWrjpwAR2ny8kn9c1WR0OzygqFoXoNaSUKJgiPhFJpUgRilHo8GC9UfKcOuYbACApYXxBjseuQyxakUQWkgI8cb5n/zUWBUA70VRCCGkoxFmhpyDIW7yaQDo88/1Le7r7a1nXboYA0BhZVMAWkpCjfotEb812stVLv3+KL+spNb1R0JIOM8JISR0IhXianLpGjYYcleGlhBCOiK2eBMb7CjlMihl4t+9VPvvnj/WHS7nH6/40yAAwPnaZuhN9NvZ0VEwRNrkXxtO4NXNhThVofW6XlQEBUOEhINBGRr0TYnmn2clssVTtEYLP9kgIYR0ZMKxyxFyqUsBJ0/BkKfudEKjeiZg/thsJNrHUJ+ppK5yHR0FQ6RN3vz1DF7efAq/nar0up4vPzCEkPYnkUjw1p/z+efZiWzBFKuNgc5E44YIIR1fo31yVamEzYY7B0PRStcbtDeNzMSZZ2bxRWU4P9w7XvQ8wT7Oso/9phJ1lev4KBgiAfHZnvOi5ymCwgqPzsoJdnMIIV4kRTu+n2mxKsTYLwwu1jeHqkmEEBIQFquNH98Tp46ATCrh/+MMzHCdeygnLQYA8NINufyysb0TMchp3YRoNhhKsWeXGuyBF+m4qO8S8du4PonYcbrG6zo9EtV47IqBqGoy4o7xPYPUMkKIL2IjFZg/pgdMVhtSNSr0So7CwQsNOFulRb/UmFA3jxBCWqVGa8TlL/2Gej0boAjnRIyQSdFsY7Pf/VKj8c1fxuDZ9Sewt7gOANA/jQ16Lh8grqwrderZMsAeNEUq2HxCM1Xi7PAoM0T89vrc4S2uo1LI8KfcDAqECAlTK64cjJXXDAXgmGj5TBX1fSeEdFxHLjbygRAAdIuL5B8Lu8rFqyOQ3yMBuYL52NJjXccRccMoR/VM4JeN6pkIwFGMppm6F3d4FAwRv8VHRfADBz2R0xghQjqMXsls3/dTFdT3nRDScemdpgjYvHgi/3h4Vhz/mAuCVILqmuoIccU5wBFADUx3dJXjCtCo7Os7T2RNOh4KhkirDOke6/V1qYSCIUI6il7JbGbo+4KL+OWk92IohBASrpoEwZBGJUekIMC597I+uCavGzb9bQLi7Td0hZcqwnWfuHIQusVFYtmcgQCA60d0h0wqwfX53fluc0YzW7Husz0l7fZ+SHDQmCHSKhTsENJ5DOnmuLlx2/t7cWTp5SFsDSGEtI5WMF9avFMPlvweCcjvkSBappA5cgJqwRQgt47J5ieVB4BBGbHY988pokpzBefr+ccMw0BC10UdFmWGSKvUaI1eXzfbaL4SQjqKHvby2pwjFxtD1BJCCGk9nSAz5Et3fZXCcRnc0hQg8VERomIKwuECBrPN3Sakg6BgiLRKpJu+tUJmC/0wENJR/SG440kIIR2FVhAMCbM+nkQqvF/LeLNsziC3xyUdDwVDpFWW/2kQctJisPKaIW5fN1spGCKkozpQ0hDqJhBCiN+EY4ZSNa7V4ZxN6p8CAEiK9l4Uyp2sRDWi7DeG9SYKhjoyGjNEWiUnTYMND0yAxWrDkm8Pu7x+xdD0ELSKEBIIpyu1QFyoW0EIIf4Rjhl66qrBLa6fmaDGtr9PRpxa0eK67kQp5dCZrJQZ6uAoGCJtIpdJoY6QQW+vs//xHaNhsloxsV9KiFtGCPHH0isG4okfjwEAimr0oGF/hJCOhgtKnrt2KDIT1D5t4+t67kQp5UCTETojzTXUkVE3OdJmMSpHTJ2qUeKynNQWByISQsLL7eN74sDjU/nnf1TTd5gQ0rFwmaEoZXDu9Ucp2W5yOuom16FRMETaLEblSC8LZ3gmhHQswlK0lQYKhgghHQuXGYpWBSkYspfj1lE3uQ6NrlxJmwkzQ0p56yuzEEJCb/HUfgCAeu/V8wkhJOzwwVDQMkPsce799ADq9aagHJMEHgVDpM2Ek5BRZoiQji0zIRIAUEPBECGkg+GCoZggZYZMgmlEfjxUFpRjksCjK1fSZgPTNfxjCoYI6dgy49nBxLVG6iZHCOlYuDFDwcoMNTSb+ccMQ1VnOiq6ciVtlh4XyT+O8GGSM0JI+EqLZefmaDDRP+6EkI7DaLHBZJ/jMFhjhv4xI4d/3GigcUMdFV25kjZTCgIghYzuJhPSkSVFKwEAVkaCJvrHnRDSQQiLGHCFDdrb+L5JWDi+JwCgUZAlIh0LzTNE2kzYNU4ioWCIkI5MpZAhWimH1mhBtdaERE3r5+AghJD21mSw4KXDMow0FgIAoiJkQZ3eQ2MfN91ooGCoo6LMEGkzYQEFQkjHlxzNltiu0lIVBUJIeJvx7x04p5Xg6z9KAQSvixwnUsFW0TWYbS2sScIVZYZIm03ol4ypA1MxQFBIgRDScSVGR6CoRo8aLZWKJYS07JcTlTBbbZg2KC3ox65sEt+0CdaEqxxVBBsMNZusQT0uCRy/M0Nbt27FnDlzkJGRAYlEgjVr1nhd/9tvv8XUqVORnJwMjUaDMWPG4KeffnJZb9WqVcjOzoZKpcLo0aOxZ88ef5tGQkQmleA/t47g5ychhHRs3Lihah0FQ4QQ745dbMRtq/fizo/286WtQykm2MGQfahAs5mCoY7K72BIp9MhNzcXq1at8mn9rVu3YurUqVi3bh3279+PyZMnY86cOThw4AC/zhdffIHFixdj2bJl+OOPP5Cbm4vp06ejsrLS3+YRQghpI66bXHUTdZMjhHj3yuZT/OOmII+bcVfxUh2k4gmcyAiumxwFQx2V338xM2fOxMyZM31e/5VXXhE9f+aZZ/D999/jhx9+QF5eHgDgpZdewqJFi3DbbbcBAN566y2sXbsW7733Hh555BF/m0gIIaQNEikzRAjxUWGlln8c7HEzejdd07jgJFhUcgqGOrqgjxmy2WxoampCQkICAMBkMmH//v1YsmQJv45UKsWUKVOwa9cuj/sxGo0wGh13LRsbGwEAZrMZZnN4VfTg2hNu7erK6JyEFzof4SU+kv3HvarRQOckDND3I7zQ+RAzCoKA8nod9hdV47KcFMQEoZBBYXmjy7IImSSo50YhZbNTepOF/iYQXt8PX9sQ9GDohRdegFarxQ033AAAqK6uhtVqRWpqqmi91NRUnDhxwuN+Vq5ciRUrVrgs37hxI9Tq8CwFu2nTplA3gTihcxJe6HyEh6IaCQAZzpdXY926daFuDrGj70d46ernw8YAUgnQqJcBYEtZL/pgD7RmCYYn2jC/X/tnifZUsr9VQjUVZVi3rrTdj80pagIAOQordXjzi3XoERO0Q4e1cPh+6PV6n9YLajD06aefYsWKFfj++++RkpLSpn0tWbIEixcv5p83NjYiMzMT06ZNg0YTXlXNzGYzNm3ahKlTp0KhoDLU4YDOSXih8xFelMfKsfrUISijYzBr1thQN6fLo+9HeKHzAaw9XI7H1hzFsisGQCI7AZjZwglaMxsU/VEjxRezZrR7Ow6uPwmcOYfMKAbndeyxe/fMwqxZA9v92JzTlVq8cmQnAGB1USR+f2Ry0I4djsLp+8H1GmtJ0IKhzz//HAsXLsRXX32FKVOm8MuTkpIgk8lQUVEhWr+iogJpaZ5LNCqVSiiVSpflCoUi5B++J+Hctq6Kzkl4ofMRHmLUbAGFZpONzkcYoe9HeOnK5+OD3SXQmaz4+7dHRBOvcxQySVA+m8IqHQCgZ4wjGFJHBPe8pMQ6eiPV6sxd9m/CWTh8P3w9flAmXf3ss89w22234bPPPsPs2bNFr0VERCA/Px9btmzhl9lsNmzZsgVjxowJRvMIIYQIRNmrMelpQDAhxI3CCkfRBJPFtTuc2crg31sK270dx8uaAAD9Yh1V5RRySbsfV8h54vkDJXU4Wd4U1DaQtvE7GNJqtSgoKEBBQQEAoKioCAUFBSgpKQHAdl+79dZb+fU//fRT3HrrrXjxxRcxevRolJeXo7y8HA0NDfw6ixcvxn/+8x988MEHOH78OP7yl79Ap9Px1eUIIYQEDzejurtKTYQQ4kvltJc2nWpxHW+sNsbrRKbVWiOqtUZIJEBfQTCkNQR3riO5THwpffUbOzH9la2oaDQEtR2k9fwOhvbt24e8vDy+LPbixYuRl5eHpUuXAgDKysr4wAgA3nnnHVgsFtxzzz1IT0/n/7v//vv5dW688Ua88MILWLp0KYYNG4aCggJs2LDBpagCIYSQ9qdWOoIhd/N4EEK6Nout/X8Xbn53N8b962ePcxeVN7DBRnK0EioZoLaX1B7fJ6nd2+bst4cnISEqQrTs0IUGD2uTcOP3mKFJkyZ5/cdx9erVoue//vqrT/u99957ce+99/rbHEIIIQEWbZ/B3Wpj0Gy2Bn0SQ0JIxyeXtr67mtlqw+6ztQCA3WdrMXWg683xRnuQxJXw/mzhSFxsMGHmkPRWH7e1eiRGYfqgVHy25zy/rKyhOejtIK0TlDFDhBBCOo6oCBmkYG96NTSHfq4IQkjHY7ExsLUygyTsYvb+jiK3++G6w3HB0MB0TUgCIU5spDgzpDNSN+OOgoIhQgghIhKJBJH2ZBAFQ4QQIXfjhZKiXav7AoDJ2rq5hsoaHMHQzjM1WPXLaZd1muzBEJfJDrVopXi+I1/GVZHwQMEQIYQQF2ouGNJTMEQIcah385swoZ/7cTpGc+uCoYv14i5mL28+5TJEgxtLFBMmwVCUUzsMFgqGOgoKhgghhLhQU2aIkC6tqsmIxV8UYP+5OtHy+maT6PnORy7DP2bkAAC6xUXim784Jmo2WlsXEAgzQwBgY4BSe4DUoDfjite2YfkPxwAASdERLtuHgkswRNU4OwwKhgghhLiIlLF3YespGCKkS/rHN4fw7YFSzH1nt2g5lxlKio7AwaXTkBEXiVSNCnv+eTm2PDgR+T3ioVKwl5dcZmhPUS0ue+FXbCusQkOzucUqlWX1rsUHjl5sBABsPFaOI6WN/HJrmFS8dM5QGVqZFSPBFx65RUIIIWGFyww1UjBESJf084lKAK7jfrhscWaCGrFqx4SjKTEq/rFSLoPBbIPRPiHrwg/2otFgwZ//uwcAcF1+d7xwfa7HY19scJ2jhyuqUO702qR+yWg+U+zr22o33ePVoufUTa7joMwQIYQQF1wBhafWHsfmYxWhbQwhJKiqmoweX+PGEcZFKjyuw2WGuCICjU4ToX69/4LX49doXY9fbW9Tpf3/t47pgdW3jcQkD+OVgm1QhgZjeiXyz6mAQsdBwRAhhBAXUYJ+Aws/3Be6hhBCgu67A+JgRditjRszFKf2PFYnRsUGStxcQFERMpd1vHWV0xodwRM3men5umb85eP9+Gj3OQBAdmIUJvVPgUTS+vmMAkkqleCzOy/ByzeyGa8mpwCQhC8KhgghhLhQy8OjHz4hJPicJ1rmgpOT5U14Zt0JAECsl8yQxj73T2Mzu12v5GiXdd7ZehZGD13JuEDif/eOw+Kp/QAA3x0oxfoj5fw63PxC4SZVw3YXLG907epHwlN4/iURQggJKZXTjVyL1Qa5jO6fEdIVOM/d88JPJ7Gm4KKouqTVy4SqXGaIK3+tdpMZWrn+BEwWG+67vC+/7EKdHnHqCH5C1Wil3GO1uHANhtJjIwEAZfUGWG0MZFJH5uqXk5VQyWUY0zvR0+YkBOhfNkIIIS4MTjdsnUvdEkI6L+eeZx/sOudSZt9b7zSNPWu0t7gWAKAzue8ytuNMNf+4otGASc//isHLfkKTPRMVo1J4nNA1Wuk5MxVKmfGRiFHJ0Wy2Yujyn/jxV3U6E257fy/m/mc3bn53N/4oqWthTyRYKBgihBDiYmgCA4XMcbWzwj6nByGk8+OqwHnzwJR+Hl/jkiFf7rsAo8UKndF9d7hIhSNjVFKrh8Up2xSjkiM9LtLtttFhmhmSy6S4tC9b1EFnsuKptexvZ0mtnl9nx+kaXPPGznZvC8Mw2HyswmtBDELBECGEEDcSVcDuf0zin9NdTEK6Dl+CIa6wgTvNgglHj5Q2eCwmIBybZLa6HlMplyI1Rgm51DUN5a2aXahN6pfCPz5exs6JdNHN3EntbdeZGiz8cB9GPr0Zb/92JujH7ygoGCKEEOKWRnCxcXVetxC2hBASTCYfgiFvbIJKcde+uQvVbkplA0CkYCyRu2NKJBLIZVK3Y2zSYlUuy8LFxP7J/GOu6p6vE1iX1je7DQxb41iZY3LaletPoLCiKSD77WwoGCKEEOLR7eN6AgAi5PTPBSFdBVflbbLgol6I6wbmiXN3N86TVw0WFURIFDw2Wz0XZHhvwUiXZSqFa1GGcJGqUWF4VhwAIMZejELrQ6ntNQdKMe7Zn7EoQNMZOBeZqKTucm7Rv26EEEI84sYNWQJ0p5IQEt4KztfjuQ0nAQDd4iPxz1kDMK6PODOz9IqBXvcxf0y22+XX53fHlgcn8c+VggqV3rIhCpkUo3om8M//O3+E1+OHg/ljswEAzfbJV5uMLQdDX+0/DwD49WQVdEYLyhsM+Gb/BZQ1tK6LnXN3x1B01esIKBgihBDikdweDHm7a0sI6TyuWrWDf5ygjsCiCb3wyo15onX6psZ43cfknBT89MAE0bKsBDVUChliIxW4YzybcTYLMkjOwdDI7HjR87duyceyOQNx4PGpuHxAqu9vKES4zNXOMzUAHJkhbgJad9m1snpH1U6dyYJZ/96GB786iDErf0aNh66G3hjN4s9Ub3JfyKKro2CIEEKIR3Ip+8+ExUaZIUK6mt4p7GSpyTFKzBudBQD4x4wcn7btnxaD564dyj8XjjuUu8k4c2OGhmfF4YXrc/HRHaNF+0uIisBt43oi3kvhhnAirJRXcL6eL02emaAG4BhXpTNaYLbaYLLYcE5Qce721XtRqzPxz1fvLPaYPbPZGGw4Uo7KJvEUCCan9T1NctvVUTBECCHEI0c3OcoMEdLV9E6O5h8/8adB2PLgRNw9sZfP20/o5xhztPDSnvxjhf0mizDjzD1OilbiuvzuYT0myBfCSWnPVmlxrkYHgM2QAexvakOzGbkrNuLqN3aguEYn2uZIaaNof6/9fBrPbTjh9lif7CnB3R/vx8IPxGONjGar03O6qeVOeBZpJ4QQEhbkMteLFkJI19ArOYp/LJdJRcGRL9JiVfj2/8YiKUqJGJWjOqXMXipbmHE22bMWik5SrEVYdGbxlwf5x/1SY7DxWAVsDINdZ6phsTE4UtqIwgpti/v8z7Yi/HO263it97YXAQAOXWgAADQZzJj3n99xuLRBtJ4vJdO7IgqGCCGEeMTN7xGoUq+EkI5DOA9Qaw3PindZ5i7jzN1wiZB1jmBoTC/XcuAAkKpRAmAr7gl/VovtmaPWOC/oXgcA3xdcdAmEAMBgpm5y7nSOvzhCCCHtgru7SWOGCOn8glU1kss4Gy027D9XC6PFip1nqgE4AqWOTiqVYOU1Q1yWJ0WzwZDNxoh+V4uqWx8MWZwKUXgKKCkz5B4FQ4QQQjySu+nbTwjpnJ5ae5x//L6buX0Chcs4f3egFNe+uQuPfHMY+8/VAQB6JEZ527RD4cYHCXETzVpsDBoFE7F+vf8CAGCsmwlmhXROJbptTnM6HTxfz3dD5MzJzQBABRQ8oWCIEEKIR+6qPhFCOqfVO4v5x+1ZtU3pVBzhuwOlaDRYkBQdgbsn9m634wabczA0qX8yH6hYbQyKqvUu2ywYm40TT87wuE/nYMh5/qIdp2ugM4mX5XaPBUCZIU8oGCKEEOIR12XFuUQrIaRzOec0ZqVfqn/FEvzRO8l99ufa/O4uWY2OLD1WxT9O06jw3/kj+ffXZLCg4HydyzaX5aRApZDx3emcu7w1O437EWaXAODlzadw+IJ4vJAmki1eIZzHiDhQAQVCCCEecXc295+rQ43WiET7P9Cd2dpDZdhWWIUnrhwsqghFSGd2vraZf/z9PeMCUjzBk0HdYt0uz4iNbLdjhoJcEMjU6U2QSSWQSdhgqLS+GaX1zaL1H5zaj9/mjZuH40hpA+aNzkJVkxFXv7ED1VqTy8SpwrmIOF/Zu9xxuGIO+0vq0KA3I1atcNmmK6NfeUIIIR4Nz4rHkG6xMJhtyH9qc5sG+XYU93z6Bz7fex6f7y0JdVMICRqTlb3IHto9FrmZce16rNhI9xfjcZ34Ip3roib3UiBitKAC3aieCbh9fE+oFDJkJqj5sUYLP9iHFT8c5deraGSzPVxXOGfPXTcUmQlq9EmJhtXGYGthVZvfS2dDwRAhhBCPJBKJaLLEp9ceC2FrgqusgbqUkK7DZL9YD2Vpa42HIKkzkUk9f77CbnXOIu3jrErrm/H+jmIwDAOjxYo7P9oPAEjVuG779p/zccOITACOwgxHLjZAb7Jg87EKKqhgR8EQIYQQr4QTLdq6UFE5KhpBuhKTvWKkIkjB0I/3jceVwzLwr2sd5adTYjp/N1yum5w7aT4EQxyjxYYPBAUv3G07MjuBf5wRx3ZBrGo04sWNp7Dww32Y+eo2mkMOFAwRQghpgUYwczzXVaMrsHSlyI90eXxmKEjj5AZ3i8WrN+Vh5pB0JERFoF9qNAakaYJy7FDykhjyGog6j9c0mK04Wa7ln7vLDCUIKgJyk72WNxrw3+1FAICzVTrc9+kBn9rdmVEwRAghxKsYlWMgtbKTzA7vCwvNrUS6kGAHQxyNSoFfHpyEb/9vHKSdqJKcJ9ZW3mS5Z3If0XOD2Qat0VFJLlWjwvf3jPO4PRcsVTQaMDI7nl++4Wh5q9rTmXSdf9UIIYS0ijAY6krZkq70XglZ+v0RAEC11hj0Y8eqFYhWdo0Cx4MzYnF9fnc8OLUfXr1pGL9c4aWwAgDk94gXPW82W0VlyFNilMjNjMOKPw0CIM4KAY5gqLLRiBhV5x+b5Q+/g6GtW7dizpw5yMjIgEQiwZo1a7yuX1ZWhnnz5qFfv36QSqV44IEHXNZZvXo1JBKJ6D+VynO/SUIIIcEjLA/bPy0mhC0JLquN+tJzDGarSxlg0rlwwf+BkvrQNqSTk0oleP76XNx3eV9cOawb3lswAn1SovHV3WNb3Pb1eXn842aTFXJBnzuu+MQtl/TAc9cOxZr/E2eJuPFYTUaLSzluhunaN378DoZ0Oh1yc3OxatUqn9Y3Go1ITk7GY489htzcXI/raTQalJWV8f+dO3fO36YRQghpJ9fkdQMASL0M/u1sqJucw/Vv7cK4Z3/GsYuNoW4KIR3K/Zf3BQAsntrP7euX5aRi8+KJGOZDOfMrhmYgM4EthGCwWCH8heqbwha6kUkluGFkJrIS1aJtowTzRjnf2HCeu6ir8TsnOXPmTMycOdPn9bOzs/Hqq68CAN577z2P60kkEqSlpfnbHEIIIUHAzY1h60J3EM3UTY53uJSd0f67AxcwMGNgiFtDSMfxwJS+uHZ4dz6IaSu1gr101xutMJjZIOahaf0Q1UI3Q+F4rKomcVdIndHS4vadWdiMGdJqtejRowcyMzNx5ZVX4ujRoy1vRAghJCi4uTFaO/i3I6Jucq50XfwOcleQ6DTWhLSNRCJBVqIakgBl1TWRbNDS0Gzmg6H02LYFWmOf/RkNenPLK3ZSYREG9u/fH++99x6GDh2KhoYGvPDCCxg7diyOHj2K7t27u93GaDTCaHREto2NbOrebDbDbA6vE8q1J9za1ZXROQkvdD7Ci7vzIQEbGJjMli5znqxWW1i813D6fjTqTWHRjlAKp/MRKMIxI/+9dXiHem+d8Xx4o7EXtKnVGtBssgAAFFKmVe9fKZfCaLHBYmPw3YHzuHlUZpvbF07nw9c2hEUwNGbMGIwZM4Z/PnbsWAwYMABvv/02nnzySbfbrFy5EitWrHBZvnHjRqjVajdbhN6mTZtC3QTihM5JeKHzEV6E5+N8iRSAFKcKT2Ot4RQ+OSNFswW4vZ8Nna/aNvtPY3l5OdatW+fzVgwDWBmgvSoTh/b7wX4me0+XYd26CyFsR/joTL9XbMKPPccn92/HuYJQtqZ1OtP58Kaphv0t/r3gMCpqpAAkOHLwAJgSX7L2jst+CRhIGSsANmN14ugRrKs+HLB2hsP50Ov1Pq0XFsGQM4VCgby8PJw+fdrjOkuWLMHixYv5542NjcjMzMS0adOg0YTXpF1msxmbNm3C1KlToVBQOcNwQOckvND5CC/uzseBdSewrbwEPXv1Rmr/JOzdvRcAcFzRC3+f7n5gcEd1/66NAIDUtDTMmjXM5+0e+PIQthZWY/MD413K2rZFqL8fNhsD7GIvbMzSCMyaNTnobQgnoT4fgXaxvhn/O1gG4DSkEuDK2TNFJZvDXWc7Hy0pWH8Se6rOIS2rN47pKwGdHhPGjsbongktbsv9tiVHR+DfN+Vi7rt7+ddKJMl4ctaINrcvnM4H12usJWEZDFmtVhw+fBizZs3yuI5SqYRSqXRZrlAoQv7hexLObeuq6JyEFzof4UV4PhRyGbtQIoFBMGzkP9uL8c8rBoWgde1D2F1IIpH49fe49jA7eeGPRypxx/ieAW9bqL4fzYJxQhL495l0Zp3l92rOqp/RaGC7W2UlqKFSdswxQ53lfLQkIYq99tUaraizj/NJ1qh9eu9f3z0GW05U4oEpfaHkftPtdp6pdbuPJoMZjQYLusX5Ny4pHM6Hr8f3OxjSarWijE1RUREKCgqQkJCArKwsLFmyBKWlpfjwww/5dQoKCvhtq6qqUFBQgIiICAwcyFakeeKJJ3DJJZegT58+qK+vx/PPP49z585h4cKF/jaPEEJIO+AqEVltDBCCGgo6owUGsxWJ0a43wQJJWB+itYXzOtucHdwgbaBrVRPszCqbDDBbGXSLi+QDIQDonRwdwlYRX8Sp2Qv8Wp0J9c1sMBQf5dtF/4jsBIzIdp9B8pQNHPcsGyzveOQytwFRVZMRK9cdx9zRWUiIisB3+8+jZwerPeN3MLRv3z5MnuxIkXNd1ebPn4/Vq1ejrKwMJSUlom3y8hyTRO3fvx+ffvopevTogeLiYgBAXV0dFi1ahPLycsTHxyM/Px87d+7kgyVCCCGhJbNXQrKEoJocwzCY9MKv0Bkt2P3o5dC04+zpwmp5zu/UbLXh2fUnML5PEibnpLRbG8KN1ui4WDZZOthVDnHBMAyuXrUTpfXN2P4PcZfHPikUDIU7bnLVczV6/oZNvLp12bznrh2Kv39zCACQplG5XYcLlvcV16LbsG4urz+7/gS+PVCKbw+UIi8rDgdK6jE+VYo/tapFoeF3MDRp0iSvd71Wr17tsqylu2Qvv/wyXn75ZX+bQgghJEjkUsE8Q0EeTnD0YiM/L0ZpXTM06e0XDAkzH87/dH33Ryn+u70I/91ehOJnZ7dbG8JNZZOBf6wzWfGn17dj/phsXJvvvtorCW8Gs42fdHP8v34RvUaZofAXZw98TlY0AQBSNUooWlnF5oaRmcjLisPUl7ei2Z4B3n+uFnd99AduHp2F+y7rw6/r6RgXBRO4HiipR7RSjindDG7XDVedrgYQIYSQwBN1k3NiMFux/H9HseN0dbsce/PxCv5xe89z5G3/VVqjx9cs1s6RMWloNmNPUa3o/VQ0it/3oQsNePCrg8FuGgkQYabPWe+UqCC2hLRGXKT4ZlB2YtvOmUrBjh2q1Zmw/1wdHv32CKq1Rry6pRBNgi6UnoIh52IxV+amI759ezMHHAVDhBBCWsR1k7MxrmOGch7fgNU7i3Hzu7+3y7F3n63hH5vaOeiwitJB4jfKXTS4Y+gE3ceOlzUid8VG3PD2Lny+9zy/vKLR97u8RdU6vLvtrGicEQkvepOXYIgyQ2Ev1ikY6pnUtmAoMsLxu3btmzv5jBMANBoc8/Q8tuYw6nQmGMxW1GiNWPLtYRy6UM+PYeLEqMKyNptXHa/FhBBCgk4mY4Mhk4XxGpAcvdiAQRmxAT12nc7xD7K5nYMOm81zNzm14KLBaLGKqjEZBRf/Ha3GAMMwePS7I/hsj2O87+9Ftbjlkh4AXDND3kx56TdYbQwaDRYsntoPv5ysxFM/HsML1+ciLys+4G0n/tMZPQeqca0ce0KCxzn4yG5jMCT8XXNW1uC4EVLRaETek5uQkxYDmVSCoxcbsftsDS7pJS7IoFLIgNDPt+oXygwRQghpEZcZ+uaPC7jro/0e15v97+2o05kCemzh3cl2zwx5KaCgFMymKuw+AogzQ80dLCuy/ki5KBACxNmgSvvjh6f3b3Ff3Oe3r7gWAHDb+3txpkqH21fv9bYZCSJ3mSF1hAybF08IQWuIv2JUAe4mJ/ccDJ0oc52n50R5E45eZJcXVetcgmtvwVW4omCIEEJIi/yZhPFEeVPLK/mhsVkQDHnJDFVrjdhwpBzVXsb2tEQYDDmPHxI+FbYJAOr1jgBwrz0Q6Ch+OVHpskx4wVxhL6CQESeuNuWtK1ykU5fCRoPnrlkkuJrcjBna/9hU9EmJCUFriL9kUgmuznNUdctOUrdpf1KpxGMlOV9+y392+v1w/u53BBQMEUIIaVGE3Pd/Lub+Z3fAjmux2qATTPrpKRiq1ZlwyTNbcPfH+7Hsf0dbfzwvwZBZkJVyzgztP1fHP959tgZNho7TT4Sbq2TZnIF48kp2At3SumYs/GAffj1ZyXeTS41R4dNFo/ntSmr14v0IAkKV093h1hYg3Fdcy2emSGDUal0zt5Ed8G5+VybsmuYpkPHHp4tGQ6Vw/Y0X/q554lyQw2jpWJlxgIIhQgghPkhq58lO3bnvswO47MXfRMs8dZM7UtrABzKHLzS0+pgNgoyPxSY+VnG1jn/c6BTsbDnuuDtqtjKY8cq2Vrch2Brss9inalQYkK4BANTpzdh8vAIL3t/Ld5lL0SgxtncShnRjx4QJPw8A+OR3R1e7ZKe/F0kroqFDF+px3Vu7MPH5X/3fmHhUG+BurCT4JILbC84FFVqjV3I0/np5X/75sMw4AEBhpRYAMK5PotftFTJHe9Jj2x6cBRsFQ4QQQlqUEuM9GLp7Ym/R85bml/PFDwcvumQfjG4yQyaLTbTehTp9q48vHO8kzAztOlODt7ee5Z83Novvhjq3s7S+WZQpCZaiah1OVfjXTbG+mW1nbKRCVBSCw2XBUu13oHskst1yztWI3zM3FxQgnq8JEF+8+argfD0AdgwWVacLnBqnYGj5HJrgvqMZ3zcJANA9PhKS1txpcCNBUDxj+qA00WuT+3ufZDo2UoGfH5yIZ64egqkDOt6E1BQMEUIIaVFKjPe7fXdN6CUaYN9e8wE5d5M7erEBQ5b/hCd+PMYvszHi7m7+EF4oCvfx8qZTovWEmSGbjUFpHTvxoFwwtqpeH9yuclYbg8kv/IppL2/12k2vyWDGG7+e5jM7XDtjIxUeu0OqI2SIVrIFaLkB20+vOy4KOoXjjJpNTsFLK67XhCV6V/xwzMuaxB9cYHnXxF7Y+vBkLBjXM8QtIv7KiIvEzkcuw08PBK7ohTDDdLlTQDM5x3uAU601oVdyNOaNzgpYcBZMFAwRQghpUYrGe2YoPioC88dm889bG4xwPGV2nIOh5f87CqPF5rK8tcFYnSCbc6CkHte+uRNnqrQwOPWDFxZQqGgywGS1QSaV4Iu7xvDL2/oZ+EvY9somz0Uk3vrtDJ7bcBJTX/4NDMPwY4bi1J6DoVSNir/IEQYpe4sdYwqEY7t0JgtOCgZft+bySCuoUvXZnhLRmC3Selz3T5VchqzEtg2+J6GTEReJKGXgZsgRBkOpgptfEXIperWxfHe4o2CIEEJIi9xNOJqmUUGjkvN3J4VZkbZeuJqtHoIhp/06d1dr6/Gdx1PsP1eHv31RAK1TwQRhZuh8LZsVyohTIb9HPBLtM7I7dxVrb8Iqes4FHoSOl7FBitnKwGB2BJJx6ggvwZAjGBZ2oSmucYwb0gsGUv90tAKLPtzHP2/NzWLnz/xslc7DmsQfFvt3SzjOg5Ah3dmxgAlREVAKiilkuumK9/KNuXjrluH88xlO3eo6Gpp0lRBCSKtM7JeMf103lH+ukDn+AbV4CGZ85Vy8gOOcATrpYXxMa4/vbo6kykajqLACIA7CztvHC2XGs3fZpfagsK2fgb++3HuBf+xtvFLv5Cj8fIJ9fK6WDTDkUgmiImSu3dvsUgUVq7KTonBJrwTsPlsrGsMlzAxZbYxoHJW0FdEQN5aJs6eoBv3TqPyzryxWG3RGK2KdJunkbijIZXQ/nDjEqBQoWDoVCpkUEYK/jcwEcfZw5uA0XJ3XHQBwZMV0rDtUhmmDUoPa1kCjbwIhhBCfOE811CtZ3HVCJpXwGQCzh2DGV54yQ1zGR2u0YOEH+9yu05bjOw8uB4DyRoPLRKrCzNCJcnYCwu7xkQAcGbJgZ4aE2TBv45WERRL2FLFzIkUp5ZBIJF67yQlx5XyNgs/F3WSeHH9Ks3OOXRRP+Pj4960vmd4V3fjObuQ+sRHPrDsuWs4F6XI/5g4jXUOcOgJRSjl/QwdgM0UAsPKaIeiVFIV/zMjhX4tWynHDyEzECYovdEQUDBFCCPFJvOAfvH/MyMGfx/RwWUchZf9ZaXNmyEM3Ny4z9OGuYmw+XuFx+0CMGfKGy6CYrTb8Z1sRAHbcFODIggR7zJBwfg9v70O43oGSegDg5xjxNHu8czVBLqASZob0Rs8V3yJakYWo8jDuqUFvxqubCz2+Ttgxd9wcMe8IqiACjqxrawJU0vVwv+lzR2Xh54cmIbsTjh+ibwIhhBCfxAm62/xlUm+oI1x7Wstlgeki5imQ4C6+PXXn4rdv5fFrdb5VgDNYbDhXoxMVCeDvuNs/g/aqqOexTWbfMkPCAKawkm0/F9woZFL859YRmDsqC/cL5h1xzgxxYwqEmSFdgDNDXNWzQRkafhnDMMh9YiNe3nwKI5/ejC3HK8AwDArO1+PW9/b4XVa8s3LOcAq7l5r5zBBdApKWybrA2DL6JhBCCPEJ113CG67rTdu7yXnIDNmXR7dQRWn76WqcqdL6fVx3Y4Y4Q7vH4vV5eQCAU+VNmPzCr7jite3861zwI5OEJhgSZny8jRkSXhifqWTHDAlnn586MBUrrxmC3MxYfplzMMQV1HCXGUp083fSmjFD3L6XXuGYB+eCvYQ5544P9uGr/Rdw3Zs7sfVUFf7839/5SWK7GovVhp+OlqNWZ8L9nx8QvVajM4rWAxxBOyHedIXulBQMEUII8Ul+j4QW1+GKKLQlM8QwjMfS0NyFvKeSspH2i/Ql3x7G5S/+5vextUbP2Y1IhQxR9mxYeaMBzrGOxl6aVsYVUGhjQOgvUWao2bfMEDcWyl21wN7J0fzjZJduclL7MdntGYbhM0Mv3zjMZV/OhS/cMVttOF7WyJdV59oZHxXBl/M+X6d32W7j0XI+k1jRaMTkF371GtR2Vu9sO4u7PtqPBe/vwY7TNaLXat3Mn0XV5IgvZBQMEUIIIawHpvTFHeN74qu7x3hch7vb3JbS2h/uOodr3tjp9jXuotrTP9DRqrYVSeX273zxD7ABmLuggXPH+J6itgU5FnIaM+QtGHLtYqiSu76v7vFqpGqUSI5RoltcpOg1Lhj6YNc5vLjxJIwWGx8cupuTyrkkujsPfXUQM1/dho92nwPgCLRUchmfmTpf6xoMGZ0CLb3JihPlXa+73Jd7zwMADl1ocHntzg/349XNhQAc303qJkd8QZkhQgghxE6lkOHxKwZiZLbnDBF3gdWW4gFv/nrG42tcsOKcabhqWAb+c+sINHgJAlrCMAx/0d5HkBXhREbIRN3JnMWGMDO05NvD2H22ln/uazc5jtLN+5JJJfjloUn4+cGJLmN+hJm5134+LSo9Hhfp6Cb36k3DAIjHFnnyfcFFAI7zzwU5SoWUn+eoxE0wtK2w2mXZmgOlLR6vs3EOCoVK65vx8uZTMFttfKBImSHizcB0dqzeVXndQtyS9kfBECGEkIDhLrBqda2v9DUsM87ja1yw4px5evbaoZg6MNUlA+GpKp07wovJ3imuFZOyE9WI9FBtTUgWgtLan+0pET33tYACR+kmMwQA6gg5YlQKl+UjnLpMbjzGVvZTKaR8lzYAyO0eB8C3zBBHKpHAYrXxY66UcilSY9jM0Kpf2EApOUaJeyb3Fm0nl0owuBt7AffFvvNY8u0hn4/ZGTiXfweAx2YPED3PXbGR/9tozTgu0nV8d89Y7HjkMgzKiG155Q6OgiFCCCEBw40rWvHDMdFcPP7w1nuHy2o4X9B76sph8GGsCr9vwQU7d/EtNCI7gR+T5EwpyJzIQjTpqpCn0tqNBjP0birxxfjZvXBI91i8dEMu//zxNUcAsOOWopRyfHHnJfj67jH8fs1WBjYfs4VSqfi8KeUydIsXd9OLkEmxYGxP0bL191+Kj+8YzT//bM95VGu7Tvlt5wA4Tq3A/LHZyE50TJopPPcVVJqceKGUy1y6x3ZWFAwRQggJmKVXDES3uEicq9HjXaf5TXxlsni+aOaCIefMkKcxRAYfumc57xtwP+4lJUbpMRja8MAER1skwc0MMW6O02SwuGTFTlU0IXfFRn7+GSHneYR8cc3w7h5fG90rESOyE6AUfF7eskM1gqDlfG0zBi/7CQCbaVTKpbikV6JofZPV5lK1LkWjgsYpi+Vt7qPOxnmOqHq9GQqZFN/fO97t+sKS5YR0ZRQMEUIICZhYtYKfjPVCfXMLa7vn7aLZUzc5iYcuP74GQ3+U1OFIKTvwPEImxRVDM1zWSdOooBJccKbHqpCqUeKnByagp2AiQseYoeAEQ54+rwaninKbj1dAGDfNHpLOP45Vu3aFCwRhxsxgtnrM1Owtdg3QAGBUzwRIpRJkxqtFy6uajJA6BcAaldxlmbe5jzqTbYVVLhk/bqJbbiyb0IR+yRieFR+UthES7igYIoQQElCRbuag8YfJTbUzx2vuCyhwtjw4UfTclzY06M245o2dWPD+XgDsBKFRSjl+vM9xR71XchQSo5Wiqmu3jcvG749OQf+0GNH+gj3pqvN75LqmOU+8meLU9W/+2GzcPbE3YiMVmNgvuV3aJpdKwMWpr2wuxIinNuP7AtfiBu4q3AHA5P4pAHwL1twFxDovpdI7kz//dw//+Is7L0GflGi8c2u+x/VvGOE5q0dIV0PBECGEkIDisgFGc2uDIfF2l/ZNwhNXDmJf4zND7gONXkniwge+ZIZqncbXcJXThJXjJvRlgwVhBS5PpYmlQZ50Vfh5ffOXMeifygZnBSX1ovWcu81FyKV4ZGYOCpZODdggaefiFxKJhP97WL2zGADwwsaTLttVeRi/MjmHDYZinOaV4qrLbfv7ZABsNUHOjEFp/GOdm/FRWqMF//zuMHafrXF5rTMY3SsRmxdPxCR7IOlOewW/hHREFAwRQggJKK5Ms6e7/S3hAp3J/ZOx959T8NEdo/mLde7C31Og4ZwdMPgQkDkHX9zFu7DC2qV9k1z276k0MVfMIdiZoQi5FPk9EvjxNX//5hA+sAcggGu3Pe59eupi6ItFl4qLGDx55WCXdbjuWpx+KWywJhzr5CkY4oJbqVSCheN7YubgNKz40yB8uugSAEBmghqFT88UTfT6+rw89EtlS6O7yww99t1hfPJ7CW559/eW3l6n8dfL+/KPU2KUbisEEtJVtW12OkIIIcQJF0S0vpscu93CS3vxk59yF+4ltXqYLDZYfSxOwM1vY7HaIJe5v//nHAxxmSFhhbXRTgP4AUDjZiwG4BgzFLRgyP4euc8oV5CdWfa/o5g/NhuAa2ZIKW/7/dB/zh6IJTMH4Ov9F3CivMntoHylQgYYHEFJYnQEln5/BBuOlGPd/ZciKVqJSjfB0NIrBooCtceuGOi2DQqn8yqXSZERF4lTFVq3wdAa+3xGwRrTFQ4WT+2HG0Z0x3MbTmKhUwBLSFdHwRAhhJCA4rvJtTYYsjoyHRzh4/8dvAirj2WrjRYbvthbgqXfH8W780fg0r6u3YNMVnEGiwtm4tQRePPm4dBEKhAt6Kb18PT+2Ftci5mD0+EO133OuchDe+E+Ly4I7ZGodrueS2bIQ2U8f0mlEtwwMtPj6wqnogZrDlzk2/z5nhLce1lfVDYZXLbLaENZ36gI9nw5B0PCcu9RPswZ1Zl0j1fj33PzQt0MQsIOdZMjhBASUHxmyI+y1kJcpkZ4x19Yprqx2cxnhnIz47D2r+5LBwPsmKF/fHMYRosNj353mN3eYMbHu8/xlc2cS3lXC7IUM4ekY1yfJNHr90zug9W3jRIFaELxUWzGqFbXunmW/MV9XhH2bnu9kqL4C31hyWznYChN4zqXUnswOx1XWP2OG9PDdZMTjvnKiGt9+6KUMtH+OWsPlfGP0zvhHCp5WXGhbgIhHQ4FQ4QQQgJKpQhQZkgQDAkv3K02hu+CNmdoutfB/yfKm/jH3Bw0T/5wDI+tOYLb7NXjnEtTNxraVoEsKZoNQII14ScX5HDdAOUyKdbcMw6AODsl7Lb39d1jPM7NFGjeMmT19uIVXDe5WYJy387ltP0RpXSfGbooKPfuzxxU4Uw49uoVwdgpQohvqJscIYSQgFLZu181u6nk5QuTxbWbXJw6ApP7J+OXk1Wo1hr5AEDawuD/V7cU8o+5gGrT8QoAwGH7vEKeynS3FjfOyVNRgECz2LsMygXBDZedExaQ4IKSm0dnYUR2QlDaBgBmL5/vZ3vO46aRWajXs1m0P4/pgYsNzRjdMwHxTpOq+sNTNznuOEDrg/VwI6ysGBfZ+s+MkK6KMkOEEEICisvAOE/66Suzm8wQAIzqyRYxqNIaYeOzIb5nN7ggJdHpIjvQwRCXGdpwtDwo2SGLjW2/MNMjrOjHZQ64zJA8SBkhTkvFLh766iAAIE6tQKpGhZduGIYbR2a16ZhcZuiDXedEy+sEZdQ7S2ZIWLVRqaDLOkL8Rd8aQgghAcVNkNlstraqvLa7zBAgzrhwAYC7zJDKwwUhN+4o2qmssHMBhbZKFozTufqNHQHdtztWp25yAPjJYW2Moxsdl0HwVFWvvQiHDD04tZ/L61yA0j0+cGN4uDFDALC3uJZ/LAzQO0tmSJj9C0SFQEK6Gr+/NVu3bsWcOXOQkZEBiUSCNWvWeF2/rKwM8+bNQ79+/SCVSvHAAw+4Xe+rr75CTk4OVCoVhgwZgnXr1vnbNEIIIWEgRikHF6P4mx2y2Rj+4t05GEqKZjM61VoTuGEo7rIckR6qpBmdCg3wy1s5OawnXGYIAM7XNntZU6y1GSqLm4yPMEPAZUCs9gAy2JkhmyAaumdyH/xlUm/MGuKYGLVaywZDXNe2QFAL9nWmUss/FnbdNFlsQav4154MgtLqbZkzipCuyu9gSKfTITc3F6tWrfJpfaPRiOTkZDz22GPIzc11u87OnTsxd+5c3HHHHThw4ACuuuoqXHXVVThy5Ii/zSOEEBJiUqmE7yrX2OxfMQJhMQPnSU2FmSGrm65hnEvczAkEOIIeYZU6hmFEg+oDQZgZ8tWPhy6i32Pr8d2BC35vy40ZEn4WETIpuKe7ztSw67Wia2EgCLvJSaUS/GNGDt64Od8lE6QOYKlr4TtsEhTE0DuNYyuu1gXsmKHCZV9VASqVTkhX43cwNHPmTDz11FO4+uqrfVo/Ozsbr776Km699VbExrqv+PPqq69ixowZePjhhzFgwAA8+eSTGD58OF5//XV/m0cIISQMcPPy6E2tD4ZcusnZMy61OiPf5ctdMPTM1UNwyyWuY042HC0HIO4mZrTYUFyjB+DIKM0e6n7+IF85z1+T98RGHL3Y4HWbez89AAD42xcH/T6eu4yPVCrhMy13frQfDc1mvL+j2O99BwJX4eyfswaIls8YlCZ6rg5gZkgYgNXoHOOEmp3GCV0IcCAcClw3OU/dQwkh3oVFNbldu3Zh8eLFomXTp0/32gXPaDTCaHQMTG1sbAQAmM1mmM3BmdvBV1x7wq1dXRmdk/BC5yO8BOJ8RNovzBr1Rr/2o292/K5LbFaYBV3YYiIkkEjYMShV3CSdjM1l/9EREiybnYOPd5e47F/bbIRM4rhQrtcZUKtjj/n47Bz0TFJjSIYmoH+LdXozfj5Wjn7JvpWKdj52S+fDaA84ZVLxOoun9sGKH08AAD7/vZhf/vvZmqB+12YNSsHYJZMRp1aIjntDfgbe3V7EP4+QSwLXLpvj7+at387g3kk9oZRL+eBcpZDCYLZBbzD5fcxw+b26UNeMHw6VIds+yW6ETBryNoVCuJwPwgqn8+FrG8IiGCovL0dqaqpoWWpqKsrLyz1us3LlSqxYscJl+caNG6FWt35ugva0adOmUDeBOKFzEl7ofISXtpwPc7MMgAS/7fwdNcddq4ld0AGrT8kwK9OG4UmC4MQIAHLIJAzWr1/vsl2UTAatRYKTFew4kEMFBZBdOOChFa7/xK1ZuwEHi9m2AcDanzbjfDn7/OzxQ4hKYLDlqH/v1Z0rsiT4scSRITpy/BTW6U542cLR1kVvbMDV2a5jWTydj31VEgAy1NXWiMbbxjOO/X618wS4ziCx5tqwGZc7KV2KX8vYdm05Uop1KtcAtlWsgPAzXfbBT5iQzqBRx55rpcQKAyTYs+8PWIq9V7vzJJS/V40m4PH97PvrHsUAkMBs0IfNeQ0F+vcjvITD+dDr9T6tFxbBUGssWbJElE1qbGxEZmYmpk2bBo1GE8KWuTKbzdi0aROmTp0KhULR8gak3dE5CS90PsJLIM7H5xX7cE5bi4FDhmGWoNsZwzCQSCSY9doOVBl0+KBQhsdunca/fq5WD/yxHSqFHLNmTXfZ7xtnd/KBEADk5w/HjEGpLusBQEJOLR5dcxQr5gzAXz4tgNFiwxFJNmqNjnE5+ZeMx8clhwCtHpPHj8aoAM2/07dCix9f38k/T83MxqxZOR7Xv3/XRv7xr2VS/Of/ZvDPWzofhgOlwOmjSEtJxqxZ+aLXXji5DRfqmnG6kQ04xvZOwPM3DUOMKjz++ZcdrcCvn7NdA1PiojFr1riA7TtzaB3mvstOrKtI7oGZMwfgoT2bATBIjYtBQ6UWA4cMxay8bn7tNxx+r344VAbsPwwAaLIpAFiQnBCLWbMuCUl7QikczgdxCKfzwfUaa0lY/BqmpaWhoqJCtKyiogJpaWketgCUSiWUStdBqgqFIuQfvifh3Lauis5JeKHzEV7acj6ilOx2Riv4fewrrsXtq/fisSsGokFQWEF4DCvDXrQrFTK3x3aeiNMGicc2Xto/Fdv+kWpvzxEYLSbsPlsrWueqN3fzjxOiIwP29xepErdTZ7L5tW+ZTI6jFxux+MsC3DSyO5Lg5XxI2M8sQu76maXHqnChzjEu5rnrcpEQE7gS1m3VMyWGf/zOrSMC+v3vkeTY9/GyJjQYGZitDCQSIC0uEqcqtbAwnv9+WhLK3ysL4xgfxn2XIiPkXfr3k/79CC/hcD58PX5YjLYbM2YMtmzZIlq2adMmjBkzJkQtIoQQ0hbcPC86QfWuRR/uQ6PBgr9/fYif88cZVyZY5WG+FOeKWb6WxeYqlWmN7gs6SCRARlzgggTnSniNBu99153rQDy74QTmvL4dhZVavPXbWa/beismkRbreE+xkQp0C+B7DISB6RosGJuNB6f2Q6/k6IDuOyMuEndN7AWALaJwtorNKHaPj+QzY4GecDdY3LVbo6JAgJDW8DszpNVqcfr0af55UVERCgoKkJCQgKysLCxZsgSlpaX48MMP+XUKCgr4bauqqlBQUICIiAgMHDgQAHD//fdj4sSJePHFFzF79mx8/vnn2LdvH9555502vj1CCCGhwFUG09uDD4ZhUKd3BAQ2D8M0+GDIQ5ngCKcJQ52rg3nCVVbj5rRxlpOmQWxk4C4mnSvheZvgc+fpapfP452tjgCoykObAaBGa0TB+XoAgFzqGkCmaRw9KLrFRYbdPDQSiQTL/zSo3fZ/08gsvP3bWTTozThrL6PdKykaSvvfUUcNhtz9PWkiw6KzDyEdjt/fnH379mHy5Mn8c27czvz587F69WqUlZWhpEQ8ADIvL49/vH//fnz66afo0aMHiouLAQBjx47Fp59+isceewyPPvoo+vbtizVr1mDw4MGteU+EEEJCjCsvzWWGLE5X+1YP0ZDBfpGn9BAMKeStC4bUSu9zsIzKjvdpP75yDtoMHtp5tkqLee/+3uL+9lVJ8K8XtuKxKwZi1hDHGKypL29Frb10tLv5g4SZoa5YepkLcJuMFpwsbwIA9E6ORrOZDdI7WjDEMAyMFht+OupaYIoyQ4S0jt/B0KRJk8B46N4AAKtXr3ZZ5m19zvXXX4/rr7/e3+YQQggJQ2qneYac72S32E3Ow4W7c7e49FiVT+2JcprDZtrAVGw85hirmh+gwgkc5y5rnjJDF+sNPu3vo9MyAAb83yd/YOvDk5FlL6dcK5hDx103OeEEsF1xUk6NSg6pvRz7niJ2vFiv5CgUVrCBkXBeq47gn2uO4Ls/St3eBNAEMLNJSFfS9W4TEUIIaXd8ZsjIXrQJ78CnaVSeM0P8mCH3F+5NBuE8Ov0wZ2iGT+1RO02E+vaf8/HQtH78897JUT7tx1fRSjmmDEjhxw4ZPWSGWtM1b9vpKtzy7u/4cu950XLnbBQAxCgdQaDSwziszkwuk6K3fSzSsTK2slSv5Ci+G6O37ovh6NPfSzxmQ7uH2XgwQjqKrvfLSAghpN05Z4aEwZBaKYPZwx15LvPjKTMkLIDw18v7QuomG+JOlCAoyExgx84oBMFDVkJg56eTSCR4d/5IfLqILXXs6aLbOUOWFC2uknp5TorLNs//dBLbT1fj798cEi1P1bhmyaIFJbS7YmYIAAZmiKfb6J0czX/OF+p8m4ekI+gZ4ICekK6CgiFCCCEBp1aIxwwJg6GzVTq+Ahog7krNVV1TR7jvxa3zUA2uxfYIMkNcBkXYxSymncZbcBmuomodjBbXO/rOwZBwEPyonglYNKGXyzb1eveV6brFu2YGhN0Du2wwlC4OhlJilBjSLRYAcOhCQyia1CpHL3pva88kCoYIaQ0KhgghhAQcV1qbqybnrdCBsLhCoX1C1V4e7nJ7Ko3dElEwZA9Q+qQEtpSzO0pBhuvHg2UurzsHQ3GCbnOxkQr0S41x3sSjRKc5mACIJlftigUUAHFm6K1bhkMikWBwdzYYulDXjBqtMVRN80tLJdbdnX9CSMu65i8jIYSQdsVldrRGCwormjD9la0e1xVmjU6Us+M6ctI0bte9Znh3AGzWxB+Jgu5n3HiRq/O6YdmcgVh//6V+7csfwmDHYnPtKuc8dColxtHVLS5SgYSoCCRF+3aRK+wKyBFOUutuTFFXMDI7AeP6JGLe6CxMG8hO5q5RKfiA+1Bp+GSHvv3jAq57cycqm1wLa6gFmb3LclLw0g25otfDrWw6IR0FFaUnhBAScFxm6ER5Ex797rDXdY0WG6KUbLntk/YqXwPS3WdEFk/th+FZcRjTO8mv9uR2j+Mfc4UE5DIpbhvX06/9+Cs70XvXJedCEsLqb9wYoL4p0ajW1orW65UchbNVOtGyaDfBULRSjsdmD8Cne0pEJbm7EpVChk8WXuKyfGi3WJyt0uHwhQZM7u86NisUFn95EADw/IaTeP56cbCTHucIlP87fwQkEglqdSY8tfY47hjfvn/HhHRmXfM2ESGEkHYlHPOzt7jO67rcWJriGh0MZhsiFTL08BBEqBQyzBic7ncVttzMWP6xcKxQe1MpZJg5mM1GNDa7dvFz7iYnDIYu6ZUIAMhKEM8VtGrecFyZ281lX8IucUILL+2Fnx+chNH2/RHWAPtYotOV2hC3xFW1m6573Hi5uyb04rNACy/thfX3X4qHp/cPavsI6UwoGCKEEBJwCjcTgAJAgptxDVw3uT/OsUFTv7QYt3PmtIUwOAv2xS8X4DQaXAsfOPeca2h2rDPCPhFsumDi1FduHIbZQ9ORmeBaLEHpoRw5cY/rVuhpQtxQcp6kGHCMl3POAA5I13TZ4hiEBAIFQ4QQQgLOU/ewZKfS0QDbTe6/24vw8Ndsqej+qe1T2ODSvmzXuhE94ttl/55wWawPdhbjpY0nRdXzhJmhR2flYFL/ZABAdqKav8AVDoyXS9l/trvHO0qBK2QSzBqShlSN62dL/r+9O49uqkz/AP5N0jTdV5ZSFlsoBWRfbKcMS1GQrSi4VWEsIIwCOgO48LMjMyyi4IzCuM0gI4gbMpxRxJFFoAyORTY7VCil0FKgLKVslu5Nmry/P0rSJE2hLUnuJff7Ocdzmpub8lyf3uQ+ee/7vA0zzx2Ty8Krv1iNWNYY6xdDJVU3iqEGRgCJqHl4RhERkdN5adTof1coMs7Y3iIXHuANFNnuW15dg1e/zbY8DvFzTVesVU8OwOr0fLfPnQm60ba7pKoG7+zKwz3RYRjcubboMd4ohrpHBuHpIZ0ghMCGZxIQa1UQ+lp1gfO6MeLWzqqN9oeT78HQ2JYuPw5PY547pnfywqtCCFTXmJo0WvPT6Wt47IO9lseOFiUuu1EMuaoNPJFScWSIiIhcwsvBrW6ObpO7WmY7h8d8kepsvt4aPHdvZ3Rs6fqW2tas1w4CgOMXSy0/m0eJzLcFqlQqxEWH2RSE1hfV5oVirRdYVWqXuNtl/v/m7GLoDxuz0HPhdzh9pfzWO9/w+f4Cm86CBgedBxu6TY6Ibg/fQYmIyCW0Di7SHX2rffaXCpvHriqGpGLf7OFSad3kePMdWjdri+xrtUaSucDUqFWYldgJw7u1anKbcaplXgPK2bfJfXGgAAajQOKbuxs9P619mJ/NY626/jlQNzLEYojImTzrE4eIiGTDURMFRxdyP9ndSudpk8GD7ArAopK6NWTMc4Ya6DcBwLY41Fr9PG9UV3w4+R6nN5tQCm9N7d+Zo5Gh65UGm7ldjSGEgMnu9rb/+/LwLV9XXWPExeuVNtscLS7MkSEi12AxRERELuHlYGTI37v+hdyxwhKbx542MhRkNzJ07pe6C1/zxbP6JiND1sWhowYU1DzeDcwZ+jHvCnov2o5nPs1o0u974h/76i0ubD9nzpEFm45iw0/nAMAyV8y6q6BZ6Y1uhGygQORcnvWJQ0REsuFoZMjRhdz5X2y/Ffe0FtH2I0PWc0nMAwnqm4zumNdhAoBW7BjnNOZiqNquGHp96zEAwPbsIuRfbtxtbjVGE/blX0Ou3W1xbUPqt0C3t/7gWcvPnVvVLjZcadfuWwhhGRkK5MgQkVOxGCIiIpdwOGfIwYWc/cWoTutZH032c4auluvxblougLpucje70y32xgWyn7fG4wpFKVkaKNjNGfKx+n+8/9S1Rv0u++LFrLiiaQv8hvjV/q3Yr31UrjdaCmeODBE5l2d94hARkWx4OZgE7m9VDHVs6XgtIuv1VjyBo3lSb+04gYKrFfW6yTkS4qfF4v41SH9pqMtiVCJzl7/iCr1N8WF9x2KIb+PaWFfqHRdDFQbjTece2d+il9ilFYDaYsj6df/3r7q5R74eNqeOSGoshoiIyCUauk1u94uJeG9iXzzYu63D18VFh7s6NLdSq1WYMjCq3vai0irLejI3mzMEAMHe7CLmbG1DfNEiQAeDUSDHqt259RytxjTzyDp/HbPXZzp8TgigytBwtzrrUansxSMRF1XbGdAkAIPVwqubjxRafr5Z50EiajoWQ0RE5BJejoohnReiWvgjqVekZc6G2XPDYvDfl4bh7sggd4XoNi+P7oq/Tepns+1aub5uzhAvcN1OpVKhbUjtek2Xrdqdd7Jah8rQiLbbSe+mY2/+1Qafv1JW3eBzBquRIZ2XxuYW0aoax6NNRORcLIaIiMglHM0Zsm4LbF8Mhfp7o0O4n/1LPIKPVoMxPdvY3IJVVFJl1U1OosAUrmVgbUMK62LI+pY569GZ5npt87EGnzOPDGnUKmjUKptOitVWI0rRLWpvKf3LI71uOx4issViiIiIXMJhMeTTcDGkhLkQ1otpXrxeVbfOEKshSYT5ewMArpU3VAw1b0HWe7u2svy87ehF/Of4JVyvqN8u21zwmG8pVanqCqJrDubO3RXueJ4dETUfiyEiInIJLwcX+DYjQ3a30ZkvTD2ZddFzsaTK0k2O80CkEaCrbZBQfqMBgsFowomiuvbY9p3mGmPaoOh6t0RO/eggnlyzv96+Mz6rXcvIel6R+RwZ+df/Yv2BAmzLKkTBtQoAgI+HdVokkgPOxiQiIpdwNDLk7103+mM/MhQR7OPymKTmpVEBNwYIikqqLHOGNCyGJOGvq/17LL+xhs8XBwqQbbUIcFNHhjLmD0f4jYVxlz3UEy9/dcTy3OFz1+vtn2234DAAjOsdibU/ngYAm9cDyhg9JXI3fsVAREQu4aibnJdVgRTub7uAaKtAz19QtMKqBfOevKuovnFLloMu5OQGft613wmXVxtRYzThT5uO2jxf08Q5Q+ZCCACiWtS/pa20qu5WuZoGCq0X7o+1GUG11pjudkTUNHz7JSIil/CyGxl6fkSszeOYVgE2j/28Pf9Cr5Pd2kpLbkyuL69m5zApBNwYGfrx5BWsP3i23vMLvjmKH/OuNOt3x0WFoW2Ir8227At1I0FXG1hPK9BHi58X3G/TTMHMVwHnCJG7sRgiIiKXMK+hY2bfJKCN3W1xSvjW+90n+iGpV5t6278/cVmCaMg8MlR4vQrzv85yuM/ED+vP9WkMtVqFcb0jbbZl3SiGrlcasD27qMHXatQqdIkIrLc9zM/z59URuRuLISIicgn7Ysh+LZ3adV7qvjl39E24p+kSEYj3JvbD24/3kToUAtAmpHnz1K5W1c4BemVj3ZyeeaO61Nuvrd3vzzpfO28o+YO9+GMDxZdZVwfFkJpdB4mcjg0UiIjIJeqPDNXfp32YL84XVwJQVke1IZ1bQq2CpYHCzMRO0gakUL3bhTTrdYsPeQGHbEeMBse0rLdfqF2HRHNXuJyLpbf8N7pG2C4+PH9st6aGSUSN4PlfwxERkSTsiyFvB9VQq0DP7yDnSKi/N8b3aWt5PLJ7hITRKJd/A40KAn2a9l2xl1qF1sH1G4C0CLDdlnHmF7z85eF6+702oUe9bV3b1I0MrZsej+mDOzYpJiJqHBZDRETkEjV2xVALB93iApp40elJJsZ3sPzsz4nxkmkf5ltv2+sTejb69eH+3tj8+8EOC/toBx3l7Bs1/O7eGEyKv6vefgPuCsPwbq0wZWAUftUxvNHxEFHTKPdTiIiIXMposm0d7OhisaEWwkpwV3jdhbKjNZnIPT59Kh6Jb+62PN6Xeh/8dLbFqdEkLA1A7Ec8r5brHTY7AGrbxbcI0OFKWXWD/37LBlrKe3up8eHkexpzCER0G/juS0RELmG/jEqYf/1OWI8NaAcAiIsOc0dIstIiwBv+3hp4e6kVseCsXEW18Lf5+4sI9kGQj9ZmH32NyeHPt6JSqZD2/FCs+218g/soYX0tIjlT7ldyRETkUva3wPnr6t8KFtMqEAdfGY4QP2295zydSqXCgVeGo8YoFNFWXM5+3akFDpy6htZBjgsTfY3JssZPtV0x9Or4+vN9rAX7aREVXv92ObOG5i0RkXs0eWTov//9L8aNG4fIyEioVCp8/fXXt3zN7t270a9fP+h0OsTExGDt2rU2zy9cuBAqlcrmv65duzY1NCIikpHpg6NtHvtpHV/0tQzUKfY2MX+dF4IVWAjKzdNDOuLVB7vjq1m/tmzb+fxQy8/VNUaHPwPApLgOuJWbFbsdWwY0+BwRuV6TP33Ky8vRu3dvvP/++43a/9SpUxg7diyGDRuGzMxMzJkzB9OnT8d3331ns1/37t1RWFho+S89Pb2poRERkYwE+WjxhzF1X2z5skkAyZSvtwZPJkTZrHsV0yoAvtr6o0HWP6+ZMqBRa/+E+mmR0DEcgzu3sNn+1ayBNv8mEblfk8dmR48ejdGjRzd6/5UrVyI6OhpvvfUWAKBbt25IT0/HihUrMHLkyLpAvLwQEcHWokREnsR6xMdbAYuqkmfRadWoNBgdFkOhflrc27V1o36PSqXCF0//CgAQ9fJmy/Z+HUKdGC0RNYfLb1Tdu3cvhg8fbrNt5MiRmDNnjs223NxcREZGwsfHBwkJCVi6dCk6dGh46Lm6uhrV1XXdWUpKSgAABoMBBoPBeQfgBOZ45BaXkjEn8sJ8yIsz86FGXect5rd5eH5Ix7w2VnlVNQwGHc4XV+L745cAADovdbNyMu3Xd2H1njNIHRXLnDoBzw95kVM+GhuDSgghbr1bAy9WqbBx40aMHz++wX1iY2MxdepUpKamWrZt2bIFY8eORUVFBXx9fbF161aUlZWhS5cuKCwsxKJFi3D+/HlkZWUhMNBxu8qFCxdi0aJF9bavW7cOfn5+zT0kIiJyotOlwIqs2u/d3k6okTgaoqZZ/D8NrlarMLdHDaICgaWZGlysrL0troWPwB/7Gm/xG+ozCaCoEojwBVS3vsOOiJqpoqICEydOxPXr1xEUFNTgfrJoYWJ9212vXr0QHx+Pu+66Cxs2bMC0adMcviY1NRXPP/+85XFJSQnat2+P+++//6YHLAWDwYAdO3ZgxIgR0Go5UVYOmBN5YT7kxdn5iO5+ER3C/NA9Ul7vzXcKnh/SeSdvD65eLkf/uF8hPjoMs/dutzwXGhSAMWN+fZNXkzvw/JAXOeXDfNfYrbi8GIqIiEBRUZHNtqKiIgQFBcHX1/GkwZCQEMTGxiIvL6/B36vT6aDT1W+BqdVqJf+f3xA5x6ZUzIm8MB/y4qx8PNC3vROiIZ4f7qfzqm2gYIQaUNs2ANGo1cyHjPD8kBc55KOx/77LZ7MmJCQgLS3NZtuOHTuQkJDQ4GvKyspw8uRJtGnTxtXhERERETmk09ZeJlUbjJj1+f9snsu5WCpFSETkZE0uhsrKypCZmYnMzEwAta2zMzMzUVBQAKD29rWUlBTL/jNmzEB+fj7mzZuHnJwc/O1vf8OGDRswd+5cyz4vvvgivv/+e5w+fRo//vgjJkyYAI1GgyeeeOI2D4+IiIioeXQ3OiA+/WkGdmQX3WJvIroTNfk2uZ9++gnDhg2zPDbP25k8eTLWrl2LwsJCS2EEANHR0di8eTPmzp2Lt99+G+3atcOHH35o01b73LlzeOKJJ3D16lW0bNkSgwYNwr59+9CyZcvbOTYiIiKiZjtfXCl1CETkYk0uhhITE3GzBnRr1651+JpDhw41+Jr169c3NQwiIiIilzp7jcUQkafjCnhEREREDrzxcE+pQyAiF2MxRERERORA8j0dkNAx3PL45z/dj5fu7wwAmBTHLolEnkAW6wwRERERydHI7q2xN/8qACDYT4vfDoqC96VjSBnbVeLIiMgZWAwRERERNeDJhCjUmAR+dWOESKVSoZUvoFarJI6MiJyBxRARERFRAzRqFaYP7ih1GETkIpwzREREREREisRiiIiIiIiIFInFEBERERERKRKLISIiIiIiUiQWQ0REREREpEgshoiIiIiISJFYDBERERERkSKxGCIiIiIiIkViMURERERERIrEYoiIiIiIiBSJxRARERERESkSiyEiIiIiIlIkL6kDcBYhBACgpKRE4kjqMxgMqKioQElJCbRardThEJgTuWE+5IX5kBfmQ16YD3lhPuRFTvkw1wTmGqEhHlMMlZaWAgDat28vcSRERERERCQHpaWlCA4ObvB5lbhVuXSHMJlMuHDhAgIDA6FSqaQOx0ZJSQnat2+Ps2fPIigoSOpwCMyJ3DAf8sJ8yAvzIS/Mh7wwH/Iip3wIIVBaWorIyEio1Q3PDPKYkSG1Wo127dpJHcZNBQUFSf6HQbaYE3lhPuSF+ZAX5kNemA95YT7kRS75uNmIkBkbKBARERERkSKxGCIiIiIiIkViMeQGOp0OCxYsgE6nkzoUuoE5kRfmQ16YD3lhPuSF+ZAX5kNe7sR8eEwDBSIiIiIioqbgyBARERERESkSiyEiIiIiIlIkFkNERERERKRILIaIiIiIiEiRWAyRR2JfECIiIiLn8sTrKxZDTlBVVSV1CGSluLgYNTU1lseeeOLeSU6ePImTJ08CgE1eSBpZWVn48ssvYTQapQ6FAOTm5uLNN9/E8ePHpQ6FAOTl5WHIkCH49NNPAfDzQ2oXL17EhQsXUFlZCQAwmUwSR6RspaWlNo895fxgMXQb9Ho95s6di0mTJiElJQU//PCD1CEpml6vx7PPPovRo0dj7NixeOONN2AymaBSqaQOTbF27dqFzp0745FHHgEAeHl5SRyRcun1ekybNg29evXCoUOHoFbz7V9KRqMRzz77LHr27Iljx47h8uXLUoekaHq9HikpKejatSvS09Nx9OhRAODnh0QMBgOeeeYZJCQkYNy4cRg9ejSqqqr4viURg8GAGTNmYMyYMXjkkUfwySefAPCc84N/Vc309ddfIyYmBpmZmUhMTERmZiZSU1Px5ZdfSh2aIq1btw6dOnXC0aNHMW/ePLRt2xbr16/Hxx9/LHVoinb8+HEMGTIEly9fxj/+8Q8AHB2Swrvvvovw8HDk5OTg0KFDWLJkicd8iN2pli9fjp9//hnff/89Vq9ejUGDBgHwnG9a7yTLli1DaGgozpw5g7y8PIwbNw4XL14EAI6gSuD8+fMYMmQIcnNzsW7dOsyePRtnz57Fyy+/LHVoipSfn4977rkHOTk5mDdvHoKDg7Fs2TLMmDFD6tCchl/TNsPJkyfx2Wef4amnnsLChQsBAI8//jiSk5ORm5srbXAKdOnSJWzZsgW///3v8dJLLwEAhg4disTERHh7e0scnTIJIaBSqXDmzBnExsZi6NChWLx4MSZPngxvb2/L8+R6JSUlWLhwIeLi4pCWlgYAyMnJgVarRatWrRAYGChxhMoihEBFRQU2btyIp556CvHx8di7dy+OHDmCu+++G3369EFAQIDUYSrG6tWr8cUXX2Dt2rV49NFHAQD9+/e3fPOt0WikDE+RfvjhB1RWVmLjxo2IiIhAQkIC0tLS+F4lka1btyI0NBSbN2+Gn58fkpKS8MEHH2DWrFm4//77MX78+Dt+xO7Ojt7NzN/Y6fV69OrVC5MnTwZQ+81Ry5YtodFoLHMjyPXM+QgNDcW8efMwdepUy3OXLl1CSEgIQkJCcPXqValCVCxzoXP58mWMHTsWjz76KLRaLRYsWAAAqKiokDI8RTCfH0FBQXjzzTeRmZmJHTt24LHHHkNSUhJGjRqF4cOH46OPPpI4UmVRqVS4cOEC8vPzMWrUKLzwwgt4+OGH8fHHH+Phhx/GhAkTUFJSInWYHs8892TChAnIzMy0FEIA4O/vD19fX36eS6S4uBi5ubmIiIgAABQWFuLw4cMICwtDenq6xNEpT15eHmpqauDn52f5ItP8+fL66697xDUWi6FGOHDgAIC6N89u3brhT3/6E6KjowHUfnOk1+tRUVGBhIQEyeJUCnM+zCejVqtFr1690KJFCwBAamoqunfvjoqKCsycORP33XcftmzZAoCTL13B/vwA6nJTXFyM8vJyxMbGIjU1FX//+98xadIkpKamesQbqBzZnx8AMGXKFMTExGDkyJEICgrCmjVr8Pbbb6Nnz56YP38+du3aJVW4Hs/R+dGuXTuEh4dj/vz5OHPmDNLS0vDNN98gLS0NGRkZWLJkCW+XcxH78yMsLMzy5Y15W3x8PLKzs+Hj42OznZzP0fmRkJCA4OBgxMfH45FHHkGHDh0QHByMzZs3Y8yYMVi8eDEMBoNUIXs0R/kIDAyEj48PtmzZYjlX9uzZg0WLFiErKwvbtm2r95o7jqAGbdy4UURGRorw8HBx6tQpIYQQNTU1ludNJpPl59LSUtG5c2exb98+d4epGI7yYTQa6+03Z84csXPnTlFdXS1OnDghnnnmGdG+fXs3R+v5bpWPqqoq0blzZ1FUVCSEEGLRokXCx8dH6HQ6kZGRYXP+0O271fvVwYMHxcsvvyyuXLli2Xbq1Ckxfvx4MWbMGHeH6/Fulo9r166JadOmicDAQPHQQw8Jo9FoOXc+/PBDERwcLCoqKqQK3SM19vNDCCHy8vJEhw4dxEcffeS+ABXGUT4MBoPl+VOnTomtW7eKu+++W3zyySeW7Z999pnw9/cXZ8+edXfIHs1RPqqrq4UQQmRnZ4vx48eL4OBgkZycLAICAkRcXJw4f/68SE5OFuPGjZMwcufgyFADPv/8c7z++usYMmQIunXrhmXLlgGwvX/Yes7Dnj17UFZWhtjYWMu2oqIi9wXs4RrKh/V9quZvJZYvX4777rsP3t7e6Ny5MwYMGACTyYScnBxJYvdEt8qHyWSCEAL9+vXDunXr0LdvX7z33ntITk6Gn58frl+/DpVKxWYKTtKY96v+/fvjlVdeQXh4uGVbVFQUAgICIIRAeXm52+P2VLfKR2hoqOU9ymg0Qq1WW0YfevToAW9vbxw7dkyy+D1NYz4/rPn4+ECn01naOZNzNZQP626jUVFR+OWXX6DRaPCb3/zG8vk+aNAg6PV6HD58WJLYPVFD+TDP7+3WrRveeecdrFixAi1atMBnn32G/fv3IzIyEnq9Hh06dJD4CG4fiyE75s4xMTExuO+++/DGG2/ggQcewO7du7F7926bfaxt3LgRiYmJCA0NxaFDhzBs2DDMnDnzzh42lIGm5MP8wWY/Mf9///sfhgwZgq5du7ovcA/V2Hyo1WqUlZVh06ZNSE1NxaBBg5CdnY0333wTI0aMwMSJEwGw1fbtasr5oVKp6k3Mr6ysxIULF9CjRw/4+/u7NXZP1Jh86PV6AMADDzyAJ598Et988w127txpKZTS09PRp08f9OnTR4pD8CjN+TwXQqBt27Zo3bo19u3bB+AOv/1HRpqaDyEE1Go1Ll26ZPl837x5M/r164e4uDi3x+9pmpKP9u3bY+rUqXjvvffw4IMPAqhdA6qgoAAxMTGSxO9UUg5LycmJEyfq3bZjHrLNysoSDzzwgM2tJNb7Go1G8eCDD4q//OUv4rnnnhNqtVqkpKQIvV7vnuA90O3kQwghiouLxZkzZ8T06dNFdHS0+Pbbbx3uR43T1HyY//b//e9/i4MHD9q87rvvvhOvvvqqMJlMzEczOeP8KCgoEE899ZTo1q2byMjIcH3QHqyp+TDfLpefny9SUlKEv7+/eOihh8QTTzwhwsLCxAcffCCE4PtVc93u+WEymcTs2bPFwIEDRVlZmesD9nBNzYf59sUdO3aIoUOHih49eoiVK1eKqVOnirCwMLFixQq3xe6Jbvf8OH36tDh37pyYNGmS6Nu3rzhz5ozrg3YxxRdD//znP0VUVJTo0qWLiIuLE6tXr7Y8Z/0HsGbNGnH33XeLNWvWCCFs7zUuKCgQKpVKqFQqMXDgQJGdne2+A/AwzsjH9u3bxZw5c0RERIRITEwUJ06ccN8BeJjm5sP63m/7/XmB13zOOD+2bt0qZs6cKcLDw0ViYqLIzc113wF4GGedHytXrhQvvfSSmDp1qsjJyXFP8B7IGeeH2YwZM8TMmTMt8yao6ZxxfuzZs0eMGzdOjBw5Ujz44IM8P26DM86PiooKMX/+fBEWFiYGDx4s8vLy3HcALqToYmj79u0iKipKvP/++2Lbtm3i+eefF1qtVqxatcoyedV8Up47d05MmzZN3HPPPaK0tFQIUTe5LCsrSyQnJ4sdO3ZIcyAewln5KCgoEKtXrxa7du2S5kA8xO3mgyOjzuWs8+P06dPi/fffFzt37pTmQDwEzw95cVY+zKN2zM/tud18VFVVWX6X0WgUxcXF7j8ID+LM96vMzEzx/fffu/8gXEiRxZC5Al60aJHo37+/TZJnzZolBgwYIL766qt6r/v222/FgAEDxIIFC8TPP/8sxo4dKwoKCtwWt6dyVj6SkpKYDydgPuSF71fywvNDXpgPeWE+5IX5aBxFNlAwT7DPzs5Gp06doNVqLT3rlyxZAh8fH2zatAkXL14EUDeBbNiwYYiLi8PixYvRv39/1NTUoFWrVtIchAdxVj4MBgPz4QTMh7zw/UpeeH7IC/MhL8yHvDAfjSR1NeYO27dvF7/73e/EihUrxP79+y3bV61aJQIDA+sNi69atUrExsaK3bt3W/YtKysTK1asEBqNRiQmJorDhw+79yA8CPMhL8yHvDAf8sJ8yAvzIS/Mh7wwH83j0cXQhQsXRFJSkmjVqpWYNGmS6NmzpwgODrb8gRw/fly0bdtW/PGPfxRCCJuJkhERETYdS44ePSri4+NtFv+ipmE+5IX5kBfmQ16YD3lhPuSF+ZAX5uP2eGwxVF5eLiZPniySk5NFfn6+ZXtcXJyYMmWKEEKIkpISsWTJEuHr62u5F9J8f+XQoUPF9OnT3R+4h2I+5IX5kBfmQ16YD3lhPuSF+ZAX5uP2eeycIT8/P+h0OkyZMgXR0dGWle7HjBmDY8eOQQiBwMBATJw4Ef369cNjjz2GM2fOQKVSoaCgAJcuXcL48eOlPQgPwnzIC/MhL8yHvDAf8sJ8yAvzIS/Mx+1TCSGE1EG4isFggFarBVC7grRarcakSZPg7++PVatWWfY7f/48EhMTUVNTgwEDBuDHH39E165dsW7dOrRu3Vqq8D0O8yEvzIe8MB/ywnzIC/MhL8yHvDAft8ejiyFHBg0ahN/+9reYPHkyTCYTAECtViMvLw8ZGRnYv38/evfujcmTJ0scqTIwH/LCfMgL8yEvzIe8MB/ywnzIC/PReIoqhvLz8zFw4EBs3rwZ/fv3BwDo9Xp4e3tLHJkyMR/ywnzIC/MhL8yHvDAf8sJ8yAvz0TQeO2fImrneS09PR0BAgOUPY9GiRZg9ezYuXbokZXiKw3zIC/MhL8yHvDAf8sJ8yAvzIS/MR/N4SR2AO5gXnTpw4AAefvhh7NixA08//TQqKirw6aefevZCUjLEfMgL8yEvzIe8MB/ywnzIC/MhL8xHM7mzdZ2UKisrRUxMjFCpVEKn04lly5ZJHZKiMR/ywnzIC/MhL8yHvDAf8sJ8yAvz0XSKmjM0YsQIdO7cGcuXL4ePj4/U4Sge8yEvzIe8MB/ywnzIC/MhL8yHvDAfTaOoYshoNEKj0UgdBt3AfMgL8yEvzIe8MB/ywnzIC/MhL8xH0yiqGCIiIiIiIjJTRDc5IiIiIiIieyyGiIiIiIhIkVgMERERERGRIrEYIiIiIiIiRWIxREREREREisRiiIiIiIiIFInFEBERERERKRKLISIikp0pU6ZApVJBpVJBq9WidevWGDFiBNasWQOTydTo37N27VqEhIS4LlAiIrqjsRgiIiJZGjVqFAoLC3H69Gls3boVw4YNw+zZs5GUlISamhqpwyMiIg/AYoiIiGRJp9MhIiICbdu2Rb9+/fCHP/wBmzZtwtatW7F27VoAwPLly9GzZ0/4+/ujffv2mDVrFsrKygAAu3fvxtSpU3H9+nXLKNPChQsBANXV1XjxxRfRtm1b+Pv7Iz4+Hrt375bmQImISDIshoiI6I5x7733onfv3vjqq68AAGq1Gu+88w6OHj2Kjz/+GLt27cK8efMAAAMHDsRf//pXBAUFobCwEIWFhXjxxRcBAM899xz27t2L9evX4/Dhw3j00UcxatQo5ObmSnZsRETkfiohhJA6CCIiImtTpkxBcXExvv7663rPPf744zh8+DCys7PrPfevf/0LM2bMwJUrVwDUzhmaM2cOiouLLfsUFBSgY8eOKCgoQGRkpGX78OHDERcXh9dff93px0NERPLkJXUARERETSGEgEqlAgDs3LkTS5cuRU5ODkpKSlBTU4OqqipUVFTAz8/P4euPHDkCo9GI2NhYm+3V1dUIDw93efxERCQfLIaIiOiOcuzYMURHR+P06dNISkrCzJkz8dprryEsLAzp6emYNm0a9Hp9g8VQWVkZNBoNMjIyoNFobJ4LCAhwxyEQEZFMsBgiIqI7xq5du3DkyBHMnTsXGRkZMJlMeOutt6BW106B3bBhg83+3t7eMBqNNtv69u0Lo9GIS5cuYfDgwW6LnYiI5IfFEBERyVJ1dTUuXrwIo9GIoqIibNu2DUuXLkVSUhJSUlKQlZUFg8GAd999F+PGjcOePXuwcuVKm98RFRWFsrIypKWloXfv3vDz80NsbCwmTZqElJQUvPXWW+jbty8uX76MtLQ09OrVC2PHjpXoiImIyN3YTY6IiGRp27ZtaNOmDaKiojBq1Cj85z//wTvvvINNmzZBo9Ggd+/eWL58Od544w306NEDn3/+OZYuXWrzOwYOHIgZM2YgOTkZLVu2xJ///GcAwEcffYSUlBS88MIL6NKlC8aPH4+DBw+iQ4cOUhwqERFJhN3kiIiIiIhIkTgyREREREREisRiiIiIiIiIFInFEBERERERKRKLISIiIiIiUiQWQ0REREREpEgshoiIiIiISJFYDBERERERkSKxGCIiIiIiIkViMURERERERIrEYoiIiIiIiBSJxRARERERESkSiyEiIiIiIlKk/weEvXRpSK1qpwAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAz8AAAG5CAYAAACgI4qvAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8rg+JYAAAACXBIWXMAAA9hAAAPYQGoP6dpAACjeUlEQVR4nOzdd3hTZfsH8G9Wk+69KXvvPWTLRtzKi+LrFn1ftz9F8XUALtx7bxRwixtZKnvvXWiBUuigpU3bNM06vz+Sc5rVNqVps76f6/IyOTk5eZpDm3Pnvp/7kQmCIICIiIiIiCjIyX09ACIiIiIiopbA4IeIiIiIiEICgx8iIiIiIgoJDH6IiIiIiCgkMPghIiIiIqKQwOCHiIiIiIhCAoMfIiIiIiIKCQx+iIiIiIgoJDD4ISIiIiKikMDgh4iIyA/IZDLMnTvX18MgIgpqDH6IiPzcZ599BplM5va/Rx55pFlec8OGDZg7dy7Kysqa5fjN6ddff8XkyZORmJgIjUaDzp0748EHH0RJSYnLvjfeeGOd7+2yZcs8fs0xY8Y4PDchIQGDBg3CJ598AovF4s0fj4iImkDp6wEQEZFn5s+fj3bt2jls69mzZ7O81oYNGzBv3jzceOONiIuLa5bXaA4PPvggXn75ZfTp0wcPP/wwEhISsGPHDrz11lv46quvsGrVKnTp0sXhOWq1Gh999JHLsfr06dOo127VqhWee+45AEBxcTEWLlyIW265BUeOHMGCBQsafH51dTWUSn4sExE1J/6VJSIKEFOmTMHAgQN9PYwmqaqqQmRkZLMce8mSJXj55Zfxr3/9C4sWLYJCoZAeu/HGGzF27FhcffXV2LFjh0OQoVQqcd111zX59WNjYx2Oc/vtt6NLly5466238NRTT0GlUrk8x2KxwGAwQKPRQKPRNHkMRERUP5a9EREFiT/++AMjR45EZGQkoqOjcdFFF2H//v0O++zZswc33ngj2rdvD41Gg7S0NNx8880OJWFz587FQw89BABo166dVMp1/PhxHD9+HDKZDJ999pnL6zvPWZk7dy5kMhkOHDiAa6+9FvHx8RgxYoT0+JdffokBAwYgPDwcCQkJmDFjBvLy8hyOqdPpcOjQIZw9e7bBn3/evHmIj4/HBx984BD4AMDgwYPx8MMPY+/evfjuu+8aPJY3REREYOjQoaiqqkJxcTEA63t01113YdGiRejRowfUarVUXuduzk9+fj5uueUWZGRkQK1Wo127dvjPf/4Dg8Eg7VNWVob77rsPWVlZUKvV6NixI55//nmW2xERucHMDxFRgCgvL3cJApKSkgAAX3zxBW644QZMmjQJzz//PHQ6Hd59912MGDECO3fuRNu2bQEAK1asQE5ODm666SakpaVh//79+OCDD7B//35s2rQJMpkMV1xxBY4cOYIlS5bg1VdflV4jOTlZuohvjKuvvhqdOnXCs88+C0EQAADPPPMMHn/8cUyfPh233noriouL8eabb2LUqFHYuXOnVGq3ZcsWjB07Fk8++WS9zQCys7Nx+PBh3HjjjYiJiXG7z/XXX48nn3wSv/76K2bMmOHwmPP7qlKpEBsb2+if1VlOTg4UCoVD6eDq1avxzTff4K677kJSUpJ0bpydPn0agwcPRllZGWbNmoWuXbsiPz8f3333HXQ6HcLCwqDT6TB69Gjk5+fj9ttvR+vWrbFhwwbMmTMHZ86cwWuvvdbkn4GIKKgIRETk1z799FMBgNv/BEEQKioqhLi4OOG2225zeF5BQYEQGxvrsF2n07kcf8mSJQIAYc2aNdK2F198UQAg5ObmOuybm5srABA+/fRTl+MAEJ588knp/pNPPikAEK655hqH/Y4fPy4oFArhmWeecdi+d+9eQalUOmz/66+/XI7rztKlSwUAwquvvlrvfjExMUL//v2l+zfccIPb93X06NH1HsfZ6NGjha5duwrFxcVCcXGxcPDgQeGee+4RAAgXX3yxtB8AQS6XC/v373c5hvPPef311wtyuVzYunWry74Wi0UQBEF46qmnhMjISOHIkSMOjz/yyCOCQqEQTp482aifg4go2DHzQ0QUIN5++2107tzZZfuKFStQVlaGa665xiGDoVAoMGTIEPz111/StvDwcOm2Xq9HZWUlhg4dCgDYsWMHRo4c6fVx33HHHQ73f/jhB1gsFkyfPt1hvGlpaejUqRP++usvPProowCsXdQEW7aoPhUVFQCA6OjoeveLjo6GVqt12KbRaPDLL784bIuPj2/wNZ0dOnQIycnJ0n2ZTIaLLroIn3zyicN+o0ePRvfu3es9lsViwdKlS3HxxRe7neclk8kAAN9++y1GjhyJ+Ph4h/dy/PjxWLBgAdasWYOZM2c2+mchIgpWDH6IiALE4MGD3V4IZ2dnAwAuvPBCt8+zLwMrLS3FvHnz8NVXX6GoqMhhv/Lyci+OtpZzh7rs7GwIgoBOnTq53d9dY4CGiEGPGATVpaKiAikpKQ7bFAoFxo8f3+jXdNa2bVt8+OGHkMlk0Gg06NSpk8trAa7vhzvFxcXQarUNdvPLzs7Gnj17HIIue87nmIgo1DH4ISIKcOLE9i+++AJpaWkuj9t3Nps+fTo2bNiAhx56CH379kVUVBQsFgsmT57s0QR5MePgzGw21/kc+2yTOF6ZTIY//vjDpTEBAERFRTU4DmfdunUDYG3oUJcTJ05Aq9U2mHU5X5GRkR4FUc7vR1NYLBZMmDABs2fPdvu4u0whEVEoY/BDRBTgOnToAABISUmp9+L73LlzWLVqFebNm4cnnnhC2i5mjuzVFeSI5WDOi5+eOHGiUeMVBAHt2rXz2sV5586d0blzZyxduhSvv/662/K3hQsXAgCmTZvmlddsTsnJyYiJicG+ffvq3a9Dhw6orKz0SuaKiCgUsNU1EVGAmzRpEmJiYvDss8/CaDS6PC52aBOzLM5zaNx1BBPX4nEOcmJiYpCUlIQ1a9Y4bH/nnXc8Hu8VV1wBhUKBefPmuYxFEASHttuNaXX9xBNP4Ny5c7jjjjtcMlHbt2/H888/j549e+LKK6/0eKy+IpfLcdlll+GXX37Btm3bXB4X37fp06dj48aN+PPPP132KSsrg8lkavaxEhEFEmZ+iIgCXExMDN599138+9//Rv/+/TFjxgwkJyfj5MmT+O233zB8+HC89dZbiImJwahRo/DCCy/AaDQiMzMTy5cvR25urssxBwwYAAD43//+hxkzZkClUuHiiy9GZGQkbr31VixYsAC33norBg4ciDVr1uDIkSMej7dDhw54+umnMWfOHBw/fhyXXXYZoqOjkZubix9//BGzZs3Cgw8+CMDzVtcAMHPmTGzduhWvv/46Dhw4gJkzZyI+Ph47duzAJ598gsTERHz33XfnNafIF5599lksX74co0ePxqxZs9CtWzecOXMG3377LdatW4e4uDg89NBD+PnnnzFt2jTceOONGDBgAKqqqqT1jI4fPy61KiciIgY/RERB4dprr0VGRgYWLFiAF198ETU1NcjMzMTIkSNx0003SfstXrwYd999N95++20IgoCJEyfijz/+QEZGhsPxBg0ahKeeegrvvfceli1bBovFgtzcXERGRuKJJ55AcXExvvvuO3zzzTeYMmUK/vjjD7eT++vyyCOPoHPnznj11Vcxb948AEBWVhYmTpyISy655Lzfh9deew1jx47F22+/jWeffRY6nQ5ZWVm488478cgjjwRUIJCZmYnNmzfj8ccfx6JFi6DVapGZmYkpU6YgIiICgHUh1X/++QfPPvssvv32WyxcuBAxMTHo3Lkz5s2b55W1ioiIgolM8KSHKBERERERUYDjnB8iIiIiIgoJLHsjIiKqQ3Fxcb1tvMPCwpCQkNCCIyIioqZg2RsREVEd2rZtW28b79GjR+Pvv/9uuQEREVGTMPNDRERUh0WLFqG6urrOx8V1j4iIKDAw80NERERERCGBDQ+IiIiIiCgkBGTZm8ViwenTpxEdHQ2ZTObr4RARERERkY8IgoCKigpkZGRALq8/txOQwc/p06eRlZXl62EQEREREZGfyMvLQ6tWrerdJyCDn+joaADWHzAmJsbHo3FlNBqxfPlyTJw4ESqVytfDCXk8H/6F58O/8Hz4F54P/8Lz4V94PvyLP50PrVaLrKwsKUaoT0AGP2KpW0xMjN8GPxEREYiJifH5Pwbi+fA3PB/+hefDv/B8+BeeD//C8+Ff/PF8eDIdhg0PiIiIiIgoJDD4ISIiIiKikMDgh4iIiIiIQkJAzvkhIiIiImoqs9kMo9Ho62EEJKPRCKVSCb1eD7PZ3KyvpVKpoFAovHIsBj9EREREFFIEQUBBQQHKysp8PZSAJQgC0tLSkJeX1yLrbsbFxSEtLa3Jr8Xgh4iIiIhCihj4pKSkICIiokUu3oONxWJBZWUloqKiGlxYtCkEQYBOp0NRUREAID09vUnHY/BDRERERCHDbDZLgU9iYqKvhxOwLBYLDAYDNBpNswY/ABAeHg4AKCoqQkpKSpNK4NjwgIiIiIhChjjHJyIiwscjocYQz1dT52gx+CEiIiKikMNSt8DirfPF4IeIiIiIiEICgx8iIiIiImoymUyGpUuX+noY9WLw44fyy6rx4ZocVOiN0BvNeGXFEew9Ve7rYRERERGRH8jLy8PNN9+MjIwMhIWFoU2bNrj33ntRUlIi7TNmzBjIZDKX/0wmU4PHt3+uRqNB9+7d8c477zT4vDNnzmDKlClN+tmaG4MfP3TlOxvwzO8Hccvn29D18WV4Y1U2Ln5rHcqruQgXERERUSjLycnBwIEDkZ2djSVLluDo0aN47733sGrVKgwbNgylpaXSvrfddhvOnDnj8J9S6VmzZ/G5Bw4cwPTp03HnnXdiyZIlbvc1GAwAgLS0NKjV6qb/kM2IwY+fOVFShQKtHgCwJbfU4bG+85fjyZ/24ebPtuJ0WTV0hoYjdyIiIiIKHnfeeSfCwsKwfPlyjB49Gq1bt8aUKVOwcuVK5Ofn43//+5+0b0REBNLS0hz+85T43Pbt22Pu3Lno1KkTfv75ZwDWzNDdd9+NOXPmICUlBZMmTQLgWvZ26tQpXHPNNUhISEBkZCQGDhyIzZs3S4//9NNP6N+/PzQaDdq3b4958+Z5lJlqCq7z40eOFFZg4qtr6nxcEIDPN54AAFywYDWi1UqsfnAMkqP9O8ImIiIi8meCIKDaaPbJa4erFB53MistLcWff/6JZ555Rlr7RpSWloaZM2fi66+/9qhErdHjDA+XMjwAsHDhQtx0001Yu3at23V+KisrMXr0aGRmZuLnn39GWloaduzYAYvFAgBYu3Ytrr/+erzxxhsYOXIkjh07hlmzZgEAnnzySa+PX8Tgx4+sOljUqP0rakz4dnse/jumYzONiIiIiCj4VRvN6P7Enz557QPzJyEizLNL8uzsbAiCgG7durl9vFu3bjh37hyKi4sBAO+88w4++ugj6fHbb78dL7/8cqPGZzabsWTJEuzZs0cKTgCgU6dOmD9/PmJiYtwGP4sXL0ZxcTG2bt2KhIQEAEDHjrXXrPPmzcMjjzyCG264AQDQvn17PPXUU5g9ezaDn1CRch4ZHF2Nb76lICIiIiLfEATBo/1mzpzpUAYXFxfn8WuIgZPBYIBCocD999+P//znP9Lj/fv3r/f5u3btQr9+/aTAx9nu3buxfv16PPPMM9I2s9kMvV4PnU7XbIvQMvjxI+eTbuX6XERERERNE65S4MD8ST57bU917NgRMpkMBw8exOWXX+7y+MGDBxEfH4/k5GQAQGxsrEO2pTHEwCk8PBzp6eku2Z3IyMh6n+9cluessrIS8+bNwxVXXOHymEajafyAPcTgx4+cTwMDvY/qU4mIiIiChUwm87j0zJcSExMxYcIEvPPOO7j//vsdAoyCggIsWrQI119/vcdziOrTlMAJAHr37o2PPvoIpaWlbrM//fv3x+HDh5v0GueD3d78SNV5lLDpjZZmGAkRERER+aO33noLNTU1mDRpEtasWYO8vDwsW7YMEyZMQGZmpkMZmS9dc801SEtLw2WXXYb169cjJycH33//PTZu3AgAeOKJJ7Bw4ULMmzcP+/fvx8GDB/HVV1/hsccea9ZxMfjxIxX6xmd+vth0wuO6TyIiIiIKbJ06dcK2bdvQvn17TJ8+HR06dMCsWbMwduxYbNy4sc45Ni1NbMedkpKCqVOnolevXliwYAEUCmuZ36RJk/Drr79i+fLlGDRoEIYOHYpXX30Vbdq0adZx+X9+L4ScKa92u/3Ji7tj5cFCrD9a4vbxv48UY2yXlOYcGhERERH5iTZt2uCzzz6rd5+///77vI/f0HP//vtvWCwWaLVah+3OX8i3adMG3333XZ3HmTRpkrRGUEth5sePnC5zH/zceEFbLLp1KAa3cx/Jf7gmpzmHRUREREQUFBj8+JGzlQa328VJa0tuG4qdj09weXzDsRIUafXNOjYiIiIiCnxr165FVFRUnf8FO5a9+ZHyamO9jyvkMsRHhrl9TKs3ISWmOUZFRERERMFi4MCB2LVrl6+H4TMMfvyE0WxBZY1nDQ++njUUhRU12HuqDB+uzQUAzFq4DcvuG4UwJZN5REREROReeHh4i7eX9icMfvxEmc4163NRr3SM6+bayGBI+0QAwCV9MrBo80noDGbknK3C9hPnMKxDYrOPlYiIiCjQsVtuYPHW+WLw4ydyz1YBAKLUShhMFvTIjMHbM/s3+DydoXZtoJKqmmYbHxEREVEwUKlUAACdTuewSCj5N51OB6D2/J2vRgc/a9aswYsvvojt27fjzJkz+PHHH3HZZZcBAIxGIx577DH8/vvvyMnJQWxsLMaPH48FCxYgIyNDOkZpaSnuvvtu/PLLL5DL5bjyyivx+uuvh8Qkq7ocKawAAAxsG4+3r+0PjUrR6GOUVrlvmEBEREREVgqFAnFxcSgqKgIARERESM2lyHMWiwUGgwF6vR5yefNNuxAEATqdDkVFRYiLi5PWCTpfjQ5+qqqq0KdPH9x888244oorHB7T6XTYsWMHHn/8cfTp0wfnzp3Dvffei0suuQTbtm2T9ps5cybOnDmDFStWwGg04qabbsKsWbOwePHiJv0wgSzbFvx0To1GpPr8EnIldXSLIyIiIqJaaWlpACAFQNR4giCguroa4eHhLRI8xsXFSeetKRp9lT1lyhRMmTLF7WOxsbFYsWKFw7a33noLgwcPxsmTJ9G6dWscPHgQy5Ytw9atWzFw4EAAwJtvvompU6fipZdecsgQhYoakxmfbzwBAOiUcv7ZL2Z+iIiIiBomk8mQnp6OlJQUGI31d9sl94xGI9asWYNRo0Y1uRStISqVqskZH1Gzz/kpLy+HTCZDXFwcAGDjxo2Ii4uTAh8AGD9+PORyOTZv3ozLL7/c5Rg1NTWoqamdzyKuJms0Gv3yH6w4Jk/H9vbqY9Lt9onh5/0zFVfoUVpRjYe+34uRHRMxc0jr8zpOsGns+aDmxfPhX3g+/AvPh3/h+fAvzXU+vHVRHWosFgtMJhMUCkWzv4cWiwUWi6XOxxvzb0ImNKF1gkwmc5jz40yv12P48OHo2rUrFi1aBAB49tln8fnnn+Pw4cMO+6akpGDevHn4z3/+43KcuXPnYt68eS7bFy9ejIiIiPMdvt94aLMCBos1XfjCYBPUjfj388lhOXaXWussO8YIGJFmwWdHag/w8hAT2P2aiIiIiIKVTqfDtddei/LycsTE1L/wZbNlfoxGI6ZPnw5BEPDuu+826Vhz5szBAw88IN3XarXIysrCxIkTG/wBfcFoNGLFihWYMGGCR2nAL05vwbYTZQCAyy+e2qjXGj7WiDdWH8PCTScBdRQyO7YCjtQGlh0HjED3dP97j1pSY88HNS+eD//C8+FfeD78C8+Hf+H58C/+dD7EqjBPNEvwIwY+J06cwOrVqx0ClLS0NJfJZSaTCaWlpXVOYlKr1VCr1S7bVSqVz9/s+ng6voRI6892z4UdG/3zJKlUuGZIGyzcdBJHi6twqKDK4XG9qektAYNFQ+ejqsaEj9bm4soBmciMa5nJe6HM339/Qw3Ph3/h+fAvPB/+hefDv/jD+WjM63u9IEoMfLKzs7Fy5UokJjouujls2DCUlZVh+/bt0rbVq1fDYrFgyJAh3h6OX6usMeH5ZYew7uhZAEDX88zQJEaGSbe/33HK4bEKven8BxhiPliTg1dXHsGI5//C1e9t5OJnREREREGm0ZmfyspKHD16VLqfm5uLXbt2ISEhAenp6bjqqquwY8cO/PrrrzCbzSgoKAAAJCQkICwsDN26dcPkyZNx22234b333oPRaMRdd92FGTNmhFynt1eWH8En63Ol+2mxmvM6TmKUa1ZMVFHDSZqeOlFSmzXbduIcSqsM9b63RERERBRYGp352bZtG/r164d+/foBAB544AH069cPTzzxBPLz8/Hzzz/j1KlT6Nu3L9LT06X/NmzYIB1j0aJF6Nq1K8aNG4epU6dixIgR+OCDD7z3UwWI3afKHO5nxJ7fKsMKuQxD2iW4fYyZH88lOQU6+WXVPhoJERERETWHRmd+xowZU285kCelQgkJCSG9oKnIfkZJ+6RIpMacf5bhot7p2Jxbar3dKx2QAb/tOYNqg7mJowwdlTWOgeL7a3LwyvQ+UCvZApOIiIgoGDT7Oj9UN7ndhPprh7Ru0gT7GYNaIzMuHL1bxSE5Wo05P+wFAOiNdfdEJ0di8BMfocI5nRG/7TmDtBgNHp/W3ccjIyIiIiJv4AowPhQeVptRuGpAqyYdK0wpx7huqUiOtmaPNCrrqdWbWi7zozeasePkOVgs7rN/RVq9w7waf1NebZ0f9cDELujXOg4AcKJE58MREREREZE3MfjxIYutRPDm4e0QFxHWwN6No1FZAyu9seWCn7uX7MQV72zAx+ty3T5+9fsbMfrFv3HSzwKKgnI9rnhnPdZmW7vudUmNxg3D2gIAqo3BMWfKZLZgxYFClFYZfD0UIiIiIp9h8ONDxRU1AIAxXZK9fmyNbZ5Kjanlyt5WHCgEAHy24bjLY1U1JimLsvxAQYuNyRMfr8vBjpNlAKzNI7qkRUtZOV2QzJn6bMNx3LZwG6a/v9HXQyEiIiLyGQY/PiQGP4lR3s36AHZlby2Y+RGpla7/rM5W1ki3q2r8K6Cwn3vVJiECseEqRNiCn2BpGPH73jMAgKNFlXjpz8OYtXAbTGbOByMiIqLQwuDHRwq1epRUGSCXAW0TI71+fLHsrcYHDQ/UKtfuaEUVtcGPfSAkMpkteG3lEQx4agXe/uuoy+PNyb7RxJlyPQBIwU+wZH40dufkrb+OYvmBQmzKKfXhiIiIiIhaHoMfH9mdVwYA6JwajUi195vuidkXf8n85J6tbXTgLvj5ZtspvLYyGyVVBrz45+FmHZ+z8uraeTBiu/GIMOs5CZbgJ9xNQFrJBXCJiIgoxDD48RFxgdM+reKa5fhSw4MW7PYmqjFZsOZIsUPXN/vgp7jCNfg5eEbrcL+qpuUaDZwu00u3X/lXXwD2mZ/gaHigCXMNfs5WsvlBYxRp9fh8w3GffKFARERE3sHgx0d255UDAPpkxTXL8Wvn/LRM2Zv94rYHz2hx/Sdb8E92sbQtp7hSuu0u86OQO65xVKDVu+zTXPJKrY0YFt86BP1bxwOobUNebTR7tHCvv3OX+Skob7n3OBg8tnQfnvx5P+79aqevh0JERETnicGPDwiCUJv5yYptltdQt3Cra3flYYs2ncCQZ1fi/X+OYcPREmm7u4zDr3vOONxvqcyPxSLgVFk1ACArIULaLpa9CQLw2spsmOtYuyhQuCtFPMPgp1GW27oZ/rm/EOuPnvXxaIiIiOh8MPjxgSqDGRV668V9czQ7AGpbXbdU8KPVu84fWXmwCIXaGjz3xyFU1JiQFqMBAFTWmFzG5ZwNaqmOcGcra2AwWSCXAWmxGmm7fabk9VXZ2HAssC923QVvBdpqH4wkcGXGhUu3Z3602YcjISIiovPF4KeZnNXXnb2osbvwd1eO5A1i2VtLrfNTpmt48vzNI9oizJaBsJ/3466ddEvNtRGzPmkxGqgUtb8OzmV47uYpBRL7fwejOlvXlWLmx3OCILgsEOsu4CciIiL/xuCnGWQXVuKpnUpc/u4mt4/rbReiYQo55E4X2d4iNTxooTk/zg0L3GmdEInkKGs3tRK7C8mTtjk3MRolhrZPAGDNjrWE7MIKAECr+Ih69wv0rm8Gu+Dn4cldAACFDH48tjb7LKqdspWnSpk5IyIiCjQMfprBykNFAIDcEh0ufOlv7Dx5zuFxseRLrWq+t18Mfs5W1mD6+xubtfwtp7gSD3yzu8H9WsWHI8rW1rtSX5vZOV5i7QTXNilSelzXAnN+1mYX4+Hv9wIAOqS4lh9G2nVIC/SubzW2rn8LruiF5GhrAFplCI5mDs1tz6kyXP/JFgBAlFqJhEjrosSvrDjiy2ERERHReWDw0wzsy6dyzlbhrsWO3aHEQETTTCVvABAfoZJub8ktxVurm2/h0Hu/2iXdXv1/o/Hr3SPc7tcpNQqRauvPXGUXTJywBT9tEiMRrbGOu6y6+UuKvt12Srp994WdXB5f/eAY9G5lbUhR2UJzkJqLWPYWppQ7lFruP91wxi7U/XO4tmthZY0Jqba5a5tySup6ChEREfkpBj/NwLmSzXmugFiKpmnGzE9cRBheurqPdH+XbVHV5mA015ZUtU+OQufUaIfHM+PC8ezlvaBWKqQFXatqTDBbBJTrjHj290MAgLaJEdKFpTfbMFcbzDhwTgaT2bEEcG++td345zcPRobdZHZRaowGwzokAnDMVAUiMfhRKxUOQfe0N9e5nXPVFB+vy8V1H20O+GyZ6JzdfLb7xnfCe9f1B2ANhApbsCU7ERERNR2Dn2ZQ4XShLMCxtEgsQRI7sjWXqwa0QqKtRGfd0bP4euvJZnmdJNs8nheu6g0AUlMD0Ze3DsG1Q1oDACLDaoOfWQu3oc/85dJ+bRIjkR7r/eDntVVH8f4hBZ5dVlumlHu2Slp4tXdm3e3GEyKs719pVWA3PDBIwY/cITMJAGfKvTt35alfD2Dd0bNYvLl5/r21NPH39ZrBWbj7wk5okxiJPraM4I878305NCIiImokBj/NoNwp+GmfFOVwvyXK3kRf3z5Uuv3w93u9PvfHbBFwqMDaNEBsZQ0ANw9vBwCY1CMV7ZJq59OImZ/iSgNW2eZGiRIjwxAbbi17q/TinJ9PNpwAAHyx6STaz/kNj/64F5e8uQ4AMLJTEuJtAaI7Yvvrllx0tTnYl705K3LTyc5otmBffjksTVjfqNjNYraBSAwcW8VHSF0AR3dJAQCssK39Q0RERIGBwU8zKLeVyUzrlQYAyDlbifu/3oWtx0uhM5iwL986zyLFNvG8OXVIdgy8jhVXevX4RRV6aY2egW3jpe2zJ3fBd3cMw3vXDXDYPzzM+k9O7LJmb3C7BKkU0Lmzlr1f95zG8AWrXRpJeMIiAIs3n0RFjQlqpRzPXt6r3v3TpPkdpZjzwx6cLgvMDl9i9sLdYqfu2ng/9esBTHtzHT5al9Oo17HvKvf+P417rr8ymGuzZqKRnZIAACVBEuARERGFCgY/zaDctv5Hh2RrxkNvtODHnfm4+r2NuOaDTVKXqI4pUXUew1tkMhluH91eul9Saahn78YT54tEq5WIsJW0Adas1sC2CZDJHCdAiSVXf+wrcNiuUckRqVbateiuO/i5a/FO5JdV4/J3NuDLTSewaPMJVNSx5kp93cy6pkUjK6H+Ftf252jJljxc/d7Gevf3V4ZGZn4WbrRmy8T5WJ44UVKF6z52XPyzqJkyZhuOnZUaZTQ3+5JBkdjxzdu/T0RERNS8GPw0g3Jbp7L2Sa7tk3efKpdud2iB4AcAZk/qKt02Wby77o/YvEHtYQlfmML9PzkxRhE7kdlnfvRGMya++g8e/XEvtuSWOjzvsaX78L8f9+Hydza4NDTYcfIc2s35vc6xpMe6NjlwlhillkrxACC/rNolMCutMmDcy3/j4e/2NHg8X1i0+QROnbNmrNS2eWYxmtpAtaii/gDli43HG3yNN1ZlY/SLf7ucn+ZYSHV3Xhmu/XAzRr/4t9eP7Y67wFFsF17BpgdEREQBhcFPMxDL3pKi655LAlgzDy1BIZehf+s4AIDR7N11XfRi8wYPO9cpFe4XdRU7xoXb1tbR23Ug+3N/AY4UVmLx5pOY/r77zMvRokpsOObYevi1ldnS7RiVgAWX93B4vE1i/VkfUVKU43lcc6TY4f6Xm07gWHEVvt6W5/XOad7wwrLD0m3xAv6bO4ahZ2YMAGt5mnNnNrGsCwAe/2k/ynT1ZzgWbT7hdrs3ywTLq41YtPkEHv6+eYJMvdGMb7bm4WiRY2mou/lSMRoVBraxlnku2uT+ZyciIiL/w+CnGYhlb7EaVZ37DGobj171dBnzNqUt42LydvBjy4KEe5j5ce40JrI4ZX70dnNHPB2z2LWstMqAuxbvwAG7NWxmdrRgTJdkh/09zbwlRjnOzVrk1MVs/dGz0u38Mp1Hx2wJX2w6gYveWCtlIgEgI846h6lrWgxuuqCdtH3BH47lbVqnph31NXywWIQ6y7/yvRT8PPXrAfSZtxz/+3Gf1GADqL+s0VOlVQZMfPUfdH18GWZ/vwfjX/kHR+zmpBns2oTbu8nW1GPhphNB09abiIgo2DH48TJBEFBebb0Qio1Q4c6xHRwWHAWsWZJvbh/mMh+mOalsGRdvl73VSGsWNS34EYnHqaoxSZ3GPL28LbGtp7Rky0n8uueM1IhhZMdEdI0TkBgZhi9vGSLtP6x9okfH7ZER43D/nyPFUivu4ooabD1eW+pVY/Lu+3u+sgsr8PjSfQ6LmC67b6TDvKxku4Ybqw7Wdt47V2XAbqd1oV5YdhhHiypQrjO6lP2VVxthcuoKp7R1RTtd1vSSMItFwMfrct0+1pj3+0RJFZbuzHcJmN5fcwxHCh2zPRNfXYNjxZUwmi3YYju/ziWbk3umoXVCBMp0RnZ9IyIiChAMfrysymCG2XYhGBeuwkOTumLH4xMc9okIU7Zo4APUBh0GL1+c17bt9s4/pZQYNaLUStSYLFh+oBA6g8njb/dLKw0wWwSXORhXD8iUbo/olIQvbxmCT28c1GCzA9EDEzqjR0YMwlUKaf7P0OdWYV9+Of4+XAT7635vlxU2htkiSN3H7LNRIueFXBPtyvnMdj/E4i2u6/OsPlSE8a+sQZ/5yzH19bUOj4mZJfvFfftkxQEAPlmf65B5aoxqgxmHCrQ47KYzoMjTlui/7jmN0S/+jfu+3oX31zh2oatrAdubPt2Kd/46Jt13DvAVchn62cpJi7Ts+kZERBQIGPx4kcUiYJmti5lSJkgXSzKZDI9d1A0qhQxyGTDvkh71HaZZKOW2srcmrNvijnhh62nmp6Fv6tVKBab1TgcA3PHldlz+9oY6Awqxm55oV14Z+s5fLnUqE8U5Zd5GdErC2K4pHo0XAKI1Kvx053Bs+d849G5VW6p49XsbsTbbMcgwmlsm82O2CHju94P4Yccpadv9X+/CgKdX4sBpLY6XOJbfXdE/EzFOZZiRdlmgKoMJ5dVGlFYZ8MaqbNQn56xjl7UqW8mXfXng5B5p0u1XVxzB+Xjgm12Y/NpaPPv7wTr3qfIg+Cmq0OOuxTul+wv+OISVdpka5xI/caHdk6U6/H2kNiPWKdW1TDLOFgyfb4BHRERELYvBjxe9t+YYHvx2NwAgQun42K0j2yP7manIee4iXNwno8XHJpW9efni/AfbCvd9bd/0N6TGrmQq59mpbveZZHfhfLiwAkttr+Hsl7tHoHt6bUnathPnUOHmW/z4iPobT3hCqZAjWqNyaGhQbTRjbbZj8wNjC5W9fbstD++vycED3+yWtv28+zQAaxmXmP2ae3F35Dw7Fa9M7+tyjAh1bcBaoTehz7zluPbDTR6VktlnisT3JCJMgT/vG4XFtw5xOIfiXKzGEtuhiwHm7MldXErPnJtcuPPTztMu225duE3KWtq3444NV+Hnu0ZIi5nuy7d2Z1TKZUi1W8TXfn+AwQ8REVGgYPDjRfZdtZyDH18Ty94e/2m/S7ey85VXqsOW3FIo5DJcO6S1R8+xv7CWy92X/iU7Lf665Xip2/0iwpT4/d6R+PiGgfW+pnPmpymcMzvndGLmy/r+1rRA5qdcZ8S8Xw5I953L/P7cXyA1BUiL1dT5PttnfkT2zQSAujsSiq3IBUGAzlDb9KJLWjQu6JiE1okRGNo+wTaeQuw5VebBT1a/oe0T8dCkLg7b5vywF0UVeodgzNkzdWSOHrK1JhcXeX1wYmd8NWsokqPVUvZRzDouu2+k22PE2gLrb7fnNeInISIiIl9h8OMlzhkVfwt+7FtMX//JFq8cs9g2vyQ9VuPRmjmAZxPUPQlWfvjvBR7tnxytRmJk0zM/DUmJtmYFWiLzc/0nmx3WQRry7CpssJvjozdakHu2Cgq5DIPaJtR5nPo69N08vB2+mjUUv9w9Au/O7O/yuM7WkOKSt9ZL/57ENuWiy/rWzrW69O31+N+Pe+ttmV2mMzg0U7BfX0kuA3plxuLfw9rgmsFZDs8b/MwqXPvhpjqPK8qI1eC962p/ll92n8auvDIpeJzaKx3dbJnE/4zp4PDcdknuOwOm2bJBeqMF+09bs0SHCrRYuPG41LCDiIiI/AeDHy/Zm1/ucD9C6V8XPiq590+1u8UfG1JjangdHE/K1Pq3jpduR6rdR5qvz+iL5feNarDDXGM8eUkPtwu1imsBtUTDA/uFckXXfrTZZdvwjkkubbrt1ZURAoCJPVIxtH0iVAq5FBDY0xnMKKs2Ovy7L3Ra0PSyfpmYPrAVuqZFQxCsLcLHvvQ3vt1+Cs5xQXm1Ef2eWoEJr/6DaoMZWr3R4bwtvHkIVAo5NCoFnruit8t4NueWQhAEGEwWvPv3ManN+XG7+UlLZg3F6M6Oc70ue3s9qgxmKOQypMXWlrV1TYuRgupOKVFSGZyzlJja9/dMmR6CIGDya2vxxE/78drK85vrRERERM2HwY+XfLL+uMN9raFlu7k1pK7FRRtDbzRjzg978dch6yTwutY/qc+sUe0BAFf2bwUAePqyngCAuy/sKO0TEVb/8Z6Y1t3hvrvyLQDISohAvJezPv1bx2PvvIkO2zLjwqUArLkbHogNNTzhSSvvPnXM1eqcWlvu5pzRAazBj9ZpnovZqSufRqXAC1f1wbL7RuGrWUPROTUK53RGPLr0AF7fp3B4/t5T5RAEIK+0Gt2eWIaRz/8ltSr/68ExGGG36GpdSqoMWLLlJJ5fdghT31iLffnlGPPS3wCAaLUSbRIj3f4sAHBJnwyHNuAA8Ps9I/HmNf2w/P5Rdb6mfRB+71c70W7O79L9N1YfbbEGGEREROQZBj9eUKE34rc9jpOqi5q+vIlXeaOz9hcbT2DJlpO46bOtAGpL2BqT+emaFoN98ybhpaut395fN7QNNj86Dg9M6Gw3VhlmDmkNuQwY383xm/rL+2Xi5hHtHLbVlflxl6HxBudgb9ao9s3WStze8bNVuOPL7dL9Ie0ScO+4TnXub182Vpcf/nMBDs6fjC2PjsP+eZNwUe90zBzSGgl2QaO797faaHKZ5K+sJ7s4tH0ifrtnJB67qBsiwxQ4XinDgj+PSMdwDs7tj+2ujfqIjq7B0JkyPTbn1jZA+D+7ZhCwO/yq/xvt8tz7xru+jxlx4bi4T0a9bekVchmGtLOWFlYZXLOaP+9ybbZAREREvuNnM1MCU6FWD4tg7QgltpLuGONfZW9lOscLVUEQGr3WkPhNvKg289O4ICPK6WLaXRetuZf0wP9N7IKvtp7ESrsFOFVuMliRasdgpE+rWKTHhjt0gmtO/xqUhY22rmOGZvym/0SpY/vqN6/ph2iNCq/X0Zo6StPwr7dCLkN4mELKiLx9rev8HufzBQBVNWbIZI4X++7OjePjctw6sj3OVujx3ppcfLs9H99uz0efrDhEqevO9rmbm/TK9D5YebAIv+09jfVHre/9mfJq5JXWdpbLtSt5s8/QdEiOwqJbh2CmrVSwT6tYtEl0bJveGPVlKg+c0eLK8z4yEREReRuDHy8orrBO4m6dGIHX/tUXizefQHfLcd8OysmlfTPx654z0v2P1+Vi5pA2dZYBuRNtdzFtsQgwmK0Xv40NfjyhUsiREBkGjVOWxd18ILVSAZVCBqNZQIxGia9mDWvUz3U+1s4eiw/X5mDWqPbQqBRQ27IT9hP2ve1sRW3w+deDY5ASo/F4AVhv09kt5itSephpc+7mtzuvrN793Z3LlBgNrh3SGhN7pGLg0ysBALO+2O6wj30g6pzZGW6XOeqa1rQguTGZTyIiIvItfmp7QUmV9aI0KVKN3q3i8NQl3RHb/A3GGmVC91R8dH1tS+infzuIe77aWc8zXNlnAJZsPYnl+60LRTZXeRngunjqRLv1Y+zdN74zhrRLwA//vaDZAx/AOp9o/qU90So+AgCQYrugLyhvvnpH8d/ZZX0z0C7JmqmQyWTY/Og43DCsDQBI//e2xy7q5jDpv9powvESx8VOn7q0p0fH6u/hmlCAtXSvvjllSVFqTOyeWu8xpg9shX52mR/RT3cOx8whrfHwlK4ej8cd51LHZy7viVbx1u6HzhlXIiIi8i1mfrxAWuSxntIdfzDOaf5MTnFlo55v38jsfz/uk26r3czJ8Bb7rNL8S3tgQBvXi1gAuHNsR9w5tqPbx1qC2Or7o3W5kMmAR6d2a3RZobMKvRH/HCnGhV1TEBGmxNlKa4bRuYNbaowG8y7tiQcmdEFMuBLJ0WpsyiltMChojFtHtse/h7XB3Yt3YvmBQtz/de18mn6t47Do1iEuDQPq0jMzBrd3NeP9Q66/L9cPa4MtuaXSekPxHrQ9r3bKtj12UTc8/Vvt2j7OAbSoT1ZcnQ0fGuO6oW3w1+HatbNmDmkDlUKO2d/tcVmDiYiIiHyLmR8vEMtrmjMD4g3OF+ONnZ9SV0mX3BvdFOpQoa/95vyawZ4tpOoL9g0CPlyb67JYaGO98/dR9Jq7HHct3onFm08CqJ1zlVRH++rYCBVkMhnuurATvrx1SJ0X/edLrVRAq3fNZOzKK/M48BF1jxfwwXX9MLR9AnplxmJ052Ssf+RCzL+0J/64t3ZB0coaU4PHunVke+n2VQNaITPOcc2pY40M8htrXLdUXNDBsbNepxTrukCHC5v274CIiIi8i5kfL6gxNr7rmT9obGeyuhYodW6E4E32F7/eXK/H25wDjWPFlS7r41TVmLDj5Dlp/Zz6vLDssHR72/FzuHUkUGLL/IhrCvnCsPZJ2JRT6rBtUnf3pYgNGdslGRN7Zrhsl8lkiFIrUVljwsA2dS/SKhpl1wZ7TJdkaJzKHrukNn/ji2m9M7DhWAk6JFvLEVsnWMshiytqsP3EObRLinQIkImIiMg3GPw00ckSHbYet14MBn3wU0fm5+4L62633FTTB2Vh4cYTuKxfZrO9hjc4zzNyN9fjvq93YcWBQjx2UTeHbIUz50YC4kKaYhYsxoMW1s3lP2M6YG12MbadOCdte+oyz+b6NMZPdw3H+/8cw/9N7NLgvjKZDCvuH4U9p8pxUa907DhZJj02tH2CwxpSzeWawVlIiAxDe1vwY99m/Mp3NyAuQoVdT0ys6+lERETUQgLrat0PPfz9HvxhW3iyObqeedtfD47BC1da19hpbPBTV9lbSrT7MixvSInWYPOj4/Do1G7N9hre4NyO2XkNHABYccDaIOLLTSes++iMOFSgddmvyuC+1Kuqxvr+u2s93VLClHKHQPShSV1curd5Q4fkKLxwVR+3bdDd6ZQajSsHtIJMJkNqTO14Hruou9cXunVHJpNhcs80aXFY5853ZTpjszbDICIiIs/4/9W6n7NfALK+rlT+ol1SJEbYyoSM5sa1SS5zc0EPWNsON6emNg5oCc7Bj9bpvbIPHC0CsPdUOS5YsAqTX1vr0Op5X365FByJjLa5WWIJYH3ryrQE+zVzMuKa99yfj5To2jG5WyDVVx75YY+vh0BERBTyWPbWRPaLMwZK2Zs4ToPZ0qjFTs85lXJN652OW0a0cyjxCVXhYY7n3rkxwIEztRmek6U6PPLDHlTZugRuzCnB3vxyXNo3A9d9vNmlZE4MUnW2jJAvMz/Orx/ZyEYHLSFMKcfdF3ZEkbYGHZKjfDaOz28ejBs+2SLd//twMfLLql0aMhAREVHL8b8rlwBjn/nx925vIvsgzWC2eJyxKtMZHO6P6pzsdv2UUOTc8MC57G3/aW2d9xf8cQiAtUmCu7lCYuZHLHuL9HHwE2kX8De2y1tL8WSuUHMb3TkZW/43Dn/uL8TjS62t4W/5bCuW3TfKxyMjIiIKXYFxte7H7L8FD5jMj12Q5um8H0EQkFeqc9jmy65j/iYjNhyTeqRCpbBm0ZyDnxIPOuL9sbfA7Xaj2QK90Sy1Jo/S+Dr4qX19uf9XJPpUSrQG1w2pbdHe1BboRERE1DSBcbXux+wDnrrWX/E35xP8nCjRuZS9JUYGxs/bEuRyGd7/90C8/+8BAABttWPTAjEY6phSdxlWXdWHRrMgtRMPU8gR7ePMj31jDzmjnwbVVVZaqNVLpYxERETUMhj8NJF4MZsZF47L+rmuWeKP5HKZNBFcZ3Dfwc3Zzjxra2P7YK9tYqT3BxfgYjTW+U/OmR/x/qQeqXU+90wd3cCMZgvO2q3x4+sGEDKZDNN6p6NnZgwGtGHZ4/ko1Oox5NlVuPSt9b4eChERUUjxz4L9ADKtdwZSYzTo0yrOZa0XfxalVkFvrHFYRLQ+O21rp8wc0hrpsRp0So1GbAQbHTgT2yqXVjnOjxIzQZlxER4fq3t6DA6c0cJkFpBTXAmg+Tvreeqta/s3qlkGWcVFqLB0Zz7u+3oXACC7qBKXvLUOX9wyhI1DiIiIWgAzP02kkMswtH1iQAU+ABBtmzfiafCzy9aOuX/reMwa1QFju6Q019ACmrjmTWWNyaGkqdpovR2pVmBEx6R6j3HPuE6YPbkLbh9tXQjVYLZg1aEiAMDwjonNMezzwsDHcw9NsjZgKNMZpcBHtOdUOT5Yc8wHoyIiIgo9DH5ClNiooVLvWfCTXWjNPPTIiGm2MQWDaLVSKiksrqhtciDOrQpTyPH2zP64flgb/PDfC9A20TUTNL5bCv47pqO0dlC1wYw1h4sBAOO61V02R/6rXVL9JaJF2oYbYhAREVHTMfgJUWK7Yuf1aNypMZlRbVukk00O6ieTyaRFNu2Dnxpb8KNWyREbrsL8S3uif+t4/HL3CGx+dJzDMRJtjTPEbOLe/HJU1JiQFBWGvq3iWuCnIG+LcyppG9w2AX2z4qT7nmZgiYiIqGkY/IQoMatQ40G3N3G+ikxWWy5HdRNL34rsgx+jLfhxWlMpWqNCqtM8nnTb/bhwx1biY7uksLtagBrULgGD2yZI9x+e0hWd7Dr/MfghIiJqGQx+QpTYtc2TVtdip7IotZIX3x5IEYMfbW33NnGNHnUDa0GpFDLpPY5zaijBkrfApVLI8d6/B2BwuwR0TYtG9/QYZMaHS48z+CEiImoZjQ5+1qxZg4svvhgZGRmQyWRYunSpw+OCIOCJJ55Aeno6wsPDMX78eGRnZzvsU1paipkzZyImJgZxcXG45ZZbUFlZ2aQfhBpHpaidl1JRR+mbzmDCz7tPY+dJa5tr54txck8Mfoor7TM/1rLBhhbCTYutzQLZd9PLjAvH6M7J3hwmtbCEyDB8c/swLLtvFMLDFMiItQt+PJx7R0RERE3T6OCnqqoKffr0wdtvv+328RdeeAFvvPEG3nvvPWzevBmRkZGYNGkS9Prab8FnzpyJ/fv3Y8WKFfj111+xZs0azJo16/x/Cmo08SL89VXZGPD0Spgtgss+jy/dj3uW7MRD3+0BAGkuC9VPLHs7UaKDxfa+1mZ+6u8KmGZXAhetVmJExyR0T4/Bt3cMC7iOglS/xKjassbsokqP5t8RERFR0zR6AseUKVMwZcoUt48JgoDXXnsNjz32GC699FIAwMKFC5GamoqlS5dixowZOHjwIJYtW4atW7di4MCBAIA333wTU6dOxUsvvYSMjMBYKDTQhSlq416DyYLTZdXISnDsPHbwjNbhflKU4xwUci/N9o3+r3vOYEtuKSZ0T0WF7Zv9hsreLuhQ2wZbJpPhy1uHcD2dIJVul/kBgO+3n8JNw9v5aDREREShwauz13Nzc1FQUIDx48dL22JjYzFkyBBs3LgRM2bMwMaNGxEXFycFPgAwfvx4yOVybN68GZdffrnLcWtqalBTU1tCpNVaL8qNRiOMRv/7tlQckz+OTeR8DX60UIu0aMeyNufpPUqZzK9/prq09Pm4sHMCLu+XgRUHilBUUYNFm09Kj8lhcTuOxbcMwurDxbhtRJuAfI8bIxB+P1pCxyQNZg7OwjfbT8FoFrA5pwTXDW7V4uPg+fAvPB/+hefDv/B8+Bd/Oh+NGYNXg5+CggIAQGqq48Ts1NRU6bGCggKkpDgukKlUKpGQkCDt4+y5557DvHnzXLYvX74cERGu66T4ixUrVvh6CHU6dVIO+6rHX//ZAu0Rx9I3bbkCQG0EdObMafz++6kWGqH3teT5GKMBRvQFsstl2FMqw75zMiRqgO3rVrsElaJeAFYtP9piY/Q1f/79aCmDFYCyvQyfZytwNO8Mfv8932dj4fnwLzwf/oXnw7/wfPgXfzgfOp3O430Dom/xnDlz8MADD0j3tVotsrKyMHHiRMTE+N+im0ajEStWrMCECROgUvlnk4ADy7Px95lc6X54altMndrNYZ+P8zbhZFVt6VtGRgamTu3dYmP0lkA4H6GE58NR7LESfJ69HTJNNAaOHIi4cFWDjTG8iefDv/B8+BeeD//C8+Ff/Ol8iFVhnvBq8JOWlgYAKCwsRHp6urS9sLAQffv2lfYpKipyeJ7JZEJpaan0fGdqtRpqtevimiqVyudvdn38eXzqMMdTf6SoymWsJrPjc+Ryud/+PJ7w5/MRing+rFJirNnr7KIqjHppDdokRmDF/aOhaOG28jwf/oXnw7/wfPgXng//4g/nozGv79WvF9u1a4e0tDSsWrVK2qbVarF582YMGzYMADBs2DCUlZVh+/bt0j6rV6+GxWLBkCFDvDkcqofzddXhggoIgmPZm9ihTMQ590TeZ9/1zWwRkFNchVPnPE/fExERkecaHfxUVlZi165d2LVrFwBrk4Ndu3bh5MmTkMlkuO+++/D000/j559/xt69e3H99dcjIyMDl112GQCgW7dumDx5Mm677TZs2bIF69evx1133YUZM2aw01sLcu5sXV5tRIHdopwAYDQ3vAAqETWNu/Wznv7toA9GQkREFPwaXfa2bds2jB07VrovzsW54YYb8Nlnn2H27NmoqqrCrFmzUFZWhhEjRmDZsmXQaGrXL1m0aBHuuusujBs3DnK5HFdeeSXeeOMNL/w45KnpA1thX345bhreFvN+OYCjRZU4VFAhtd/VGUw4UeL47TMTP0Tep1YqoJTLYLL7RmLFgUIfjoiIiCh4NTr4GTNmjEt5lD2ZTIb58+dj/vz5de6TkJCAxYsXN/alyYtaxUfgkxsHAQA6JkfhaFElbvp0KzbNGYe0WA3m/LDX5TnTB2a19DCJQoLJzSLDZovQ4vN+iIiIgl3LtRQiv5UWW5uVm/39HgDAT7tOS9uW3TcSfz04Bhd0THJ5LhE13f9N6OyybfuJc1h1sBAmlp8SERF5DYMfQkpMbSe9NUeKAQDtkyOlbVnxEWiXFOnyPCLyjqRo126W09/fiFs+34aVB4vcPIOIiIjOB4MfwqQetS3GI8IUAKzzEADg9Rl9EakOiOWgiALWwDbxdT5W6NSIhIiIiM4fgx9Ch+QorJ1tbWKhN5qhN5phtlhLbZKjXL+RJiLv6pQajWHtEwEAN17QFpf0qe18qTea63oaERERNRK/0icAQKv4cMRolNDqTThWXAmzbQI2J1wTtYyFtwzGP4eLcUHHRESEKRGpVmLJlpPQGznnh4iIyFuY+SEA1i593TNiAFgnWjP4IWpZKoUc47unIiLM+p2URmX986w3MfNDRETkLQx+SDLANu/gaFElzAKDHyJf0qis8+5qmPkhIiLyGgY/JAm3XWwZTBaYzQx+iHxJrWTmh4iIyNsY/JAkzHaxZTBZpMyPXMbgh8gXxMwPGx4QERF5D4MfkoQprP8caswWac6PUsHgh8gXxLbzlXqTj0dCREQUPBj8kCRMaVf2JjY8YOaHyCdaJ0QAAHLOVvl4JERERMGDwQ9JVLYsj9Eu88M5P0S+0SE5CgBwslQHwVaGSkRERE3D4Ick4pyf0ioDtLZSGwY/RL6RHG1dYNhgski/j0RERNQ0DH5IInaX2nOqXNrG4IfINzQqBWI01jV/iitqfDwaIiKi4MDghyRi5scegx8i3xGzP6+uPAKLhaVvRERETcXghyRhCoXLNgY/RL4TrVEBAH7bcwb/HCn28WiIiIgCH4MfkqjctLVmtzci39HqjdLtgwVaH46EiIgoODD4IYm7sjelnP9EiHzl3nGdpNuc90NERNR0vLIlibvgh7EPke9c2jcT8y/tAQA4da7ax6MhIiIKfLy0JYnaTfDDKdZEvpUVb13sNJ/BDxERUZMx+CGJu4YH0WqlD0ZCRCKx41tJFcveiIiImorBD0mcy962/m88ZGx4QORTseHWjm/l1cYG9iQiIqKGMPghiX23t+eu6CV940xEvhNja3etN1qgN5p9PBoiIqLAxuCHJPaZn8TIMB+OhIhE0Zra0tOFG4/7biBERERBgMEPSeyDH5Wb5gdE1PLkdgsNbz9xzocjISIiCny8wiVJmELu9jYR+dZb1/YDAJwu0/t4JERERIGNV7gksW9uEBeh8uFIiMhen1ZxAIDDBRUwmCy+HQwREVEAYx9jcvDUpT1wplyPHhmxvh4KEdm0ig9HbLgK5dVGHCuuRLf0GF8PiYiIKCAx+CEH/x7W1tdDICInMpkMiVFhKK82okJv8vVwiIiIAhbL3oiIAoA4D89oZtkbERHR+WLwQ0QUAJS2dbgMDH6IiIjOG4MfIqIAoBIzP2x4QEREdN4Y/BARBQAx+DFZBABAflk1/u+b3ThwWuvLYREREQUUNjwgIgoA4pwfg8mCh7/bg6+35QEAftt7GoeemuLLoREREQUMZn6IiAKAOOdnX365FPgAgN7IMjgiInKlN5p9PQS/xOCHiCgAiGVvH63L9fFIiIjI3y3dmY8eT/6Jn3ef9vVQ/A6DHyKiACCWvbnDb/eIiMjefV/vgtki4J4lO309FL/D4IeIKACobGVv7uzKK2u5gRARUcCo77MjVDH4ISIKAEo3mZ9W8eEAgK25pS09HCIiCgCx4WGw2LqEkhWDHyKiAKByE/zcNrI9AGDLcQY/RERkZbYLds5W1mDE86tRWWPy4Yj8C4MfIqIA0DElymXboLYJAIBdJ8taeDREROSvCrV6h/uny/X461CRj0bjfxj8EBEFgLFdkqXbmXHheGV6H6THagAAFTUmh2/6iIgodOWXVbtsc1c9EKq4yCkRUQBonxyFpy/rCZkMmDmkDQDHLm86gwnRGpWvhkdERH4i/5xr8KOQs/GBiMEPEVGAuG5oG4f7aqUcCrkMZouAaoOZwQ8REbnN/FRzSQQJc2BERAFKJpMhQqUAAFz53gaYzBYfj4iIiHztlC3zc8+4TpDZEj46NjyQMPghIgpgFbYPtLzSauw+Ve7j0RARka+dOqcDALSKC8e03hkAgCoDMz8iBj9EREFiK1teExGFPLHsLTM+HOEq66W+nmVvEgY/REQB7OHJXaXbm3JKfDgSIiLyB4Xl1lbX6bEaqJXW0ugaE8uiRQx+iIgC2H/GdMAvd40AAOzOK/PtYIiIyKcqa0xSiVtStBpqpfVSv8bEzI+IwQ8RUYBrmxQBADinM3IVbyKiEDZr4TbpdrRaCbWt7M3AzI+EwQ8RUYCL1qgQG25tc33aTYtTIiIKDRuO1ZY/y2Qyqezt0/XHMf+XAxAELojN4IeIKAgkRIYBAMp0Rh+PhIiIfC1MYb3EF8veAOCT9bk4UaLz1ZD8hteDH7PZjMcffxzt2rVDeHg4OnTogKeeesoh0hQEAU888QTS09MRHh6O8ePHIzs729tDISIKGTG2zE95NYMfIqJQVGVX9rz8/lEAgDCl46W+ji2vvR/8PP/883j33Xfx1ltv4eDBg3j++efxwgsv4M0335T2eeGFF/DGG2/gvffew+bNmxEZGYlJkyZBr9d7ezhERCEhzi74+edIMQ4XVPh4RERE1JLOlFvLnqPVSrRNigTgGvxo9fyCTOntA27YsAGXXnopLrroIgBA27ZtsWTJEmzZsgWANevz2muv4bHHHsOll14KAFi4cCFSU1OxdOlSzJgxw9tDIiIKemLmZ19+OT7bcBwAcOipydCoFD4cFRERtZTTZbYW13EaaZvRqdGBltUB3g9+LrjgAnzwwQc4cuQIOnfujN27d2PdunV45ZVXAAC5ubkoKCjA+PHjpefExsZiyJAh2Lhxo9vgp6amBjU1NdJ9rVYLADAajTAa/e8kimPyx7GFIp4P/8Lz0TzUChkA4HCBVtr2597TmNorrd7n8Xz4F54P/8Lz4V/8+Xx8tyMfJZUG3D6qXYu+rsUi4KttpzCwTRxOlVYCANJi1NJ7NLFbMr7ZFo0DZ6zVALO+2I73ru2Lcd1Smvza/nQ+GjMGmeDltg8WiwWPPvooXnjhBSgUCpjNZjzzzDOYM2cOAGtmaPjw4Th9+jTS09Ol502fPh0ymQxff/21yzHnzp2LefPmuWxfvHgxIiIivDl8IqKA9F2OHGsLHcsbeidYcEsXtjclImouFgE4VwPM32nNJzzW14Tk8Lr3z60AcitkGJMuQC5r+utvLJThqxxrhj8jQsBpnQzDUiyY0cHxb/9LexTIq7K+YKcYC+7qEVyfDTqdDtdeey3Ky8sRExNT775ez/x88803WLRoERYvXowePXpg165duO+++5CRkYEbbrjhvI45Z84cPPDAA9J9rVaLrKwsTJw4scEf0BeMRiNWrFiBCRMmQKVS+Xo4IY/nw7/wfDSPdUv3A4X5DtvkkfGYOnVIvc/j+fAvPB/+hefDv/jj+bj7q91Ytr9Qut9r0AXo3zquzv07Pb4cADByYE9M65vR5Nf/46vdAKyvf1pnDW4G9+yEqWM7OOz3xektyKsqAwBExTb82eAJfzofYlWYJ7we/Dz00EN45JFHpPK1Xr164cSJE3juuedwww03IC3NWoJRWFjokPkpLCxE37593R5TrVZDrVa7bFepVD5/s+vj7+MLNTwf/oXnw7t0Rtdv8bR6k8fvMc+Hf+H58C88H/7Fn86HfeADAGV6s0dj25WvhUatwl+HivHM5T3Pe35mhZuFrVslRLqMYe4lPTHtzXUAAKNF8Or75w/nozGv7/VubzqdDnK542EVCgUsFusHc7t27ZCWloZVq1ZJj2u1WmzevBnDhg3z9nCIiEKC86RWgBNbiYiak87gGniUVhk8em55tQl3Ld6J73ecwo878xt+Qh0sbqrXxE5v9npmxmLRrdZsj9EU2gudej3zc/HFF+OZZ55B69at0aNHD+zcuROvvPIKbr75ZgDW1Wbvu+8+PP300+jUqRPatWuHxx9/HBkZGbjsssu8PRwiopBgNLt+ApZXGyEIAmQyLxSWExGRA3dLClTXs46OxVIbdJTpaoMkg5svrxpSXm3El5tOoEDruExM++RIDGgd7/Y5Yttrg5vPi1Di9eDnzTffxOOPP47//ve/KCoqQkZGBm6//XY88cQT0j6zZ89GVVUVZs2ahbKyMowYMQLLli2DRqOp58hERFQXo9n1mzyjWUBxZQ1Sovm3lYjI21YfKgIARIQpMLR9IlYfKoLeVHfwU2WXKVqbfVa6nRgV1qjXLamswfDnV0Pvptz5jRn9IK+jk0KYwhb8nEewFUy8XvYWHR2N1157DSdOnEB1dTWOHTuGp59+GmFhtSdWJpNh/vz5KCgogF6vx8qVK9G5c2dvD4WIKGRcN7Q1AEAmA2YMykJchLX++fhZnS+HRUQUlExmC95cfRQA8Pi07mgVb23x9tWWPNy9ZCeq3MzFyT1b5fZYSnnjLscnvbbWbeAzpWcauqZF1/k8lS34yS+rxisrjsDLDZ8DhtczP0RE1PIm9UjDn/eNQpvECGhUCuw/rUWZrtztBzARETXNs78fkm4PahuP47bA5mSpDidLdTh4RosYjRJf3DIEkWrr5fa+fPcdycwWz4MQi0XA2coal+1f3DIYIzsl1/tcsewNAN5YlY3kqDD8e1hbj187WHg980NERC1PJpOhS1q01DFIZVv0NNRru4mImsMn63Ol2x2So6B26tZ2tKgSO06W4bMNx6UMi1bvvgmNyV3XgjoUVbgGPkq5DJ1S6s74iMSyN9E/R87WsWdwY/BDRBSExPIGd40QiIioaVonRAAApg9sBZlMhvA6WlW/+Odh3LVkJ4DaDpxX9M/EHaNr1+FpTOZHzPrYZ3Gm9kpHWmzDczvtnwMAFXUEY8GOwQ8RURASP+QY/BARed/JUut8ymsGW+dbalR1X1L/tucMAKBCby1DbhUXjkemdMWFXVMAAKZGBD/HS6zldWLwBQAX9/FssVSxIkCk1YdmWTTn/BARBaHazE9oTmglImouy/YVSLfFUuOGys4qa0xSpiUm3NqQRmHryuZp5sdotuCuxdYs0tGiSrx4VW+cKNFhfLcUj54fH+HYVS5UMz8MfoiIgpD4DR8zP0RE3vX6qmzptljuNrR9Qr3POVpUiXVHSwAA0Rrr5bfSFvx4mvn5Yccp6fbQ9gm4emCW54MGIJfL8O7M/vhgbQ52nixDaZUBFotQZ2vsYMWyNyKiIKQUMz8hvp4DEZE3VdaYcKKktmW1mPlRKuRIiVbX+bzL3l4vzdeJ0Thmfj5Yc8yj1z5SWAkASI/V4I1r+jV+8ACm9ErHN7cPQ5hSDp3BjLxzobccAoMfIqIgFMayNyIir9qXX44hz6yEzlC7kKl9o4NX/9XXYf9otRJZCeEux4m2BT/iX+e80mrkl1UDsJbAfbXlpNs1gc5VGQAAN17QtkmLV6sUcqTbGiS4a5sd7Fj2RkQUhNjqmojIO0xmC578eT8WbT7p8pjartHB8I5J2PzoOFToTfhpVz4u75eJmz/b6vKc8DDrc8p1tXNutNVGZMaFY+7P+/HFphPomhaN/47tiPRYDQa1TYAgCPhhZz4AID4yzOWYjaVRWoM2d4ulBjsGP0REQYitromIvGPJ1jy3gc/l/TKlsjdRaowGqTHA/03sAgAodrMuT7ukKADAOZ1B2lamM2Jd9ll8sekEAOBQQQXusbXIPr7gIofObG3sOr2dLzFoqzGZG9gz+DD4ISIKQgx+iIi849tteS7bemTEuJS5uVNlcAwu3pnZHwm2zE2ZXeanTGfAZxuO13kcvbH2OIPb1d9cwROhnPnhnB8ioiAkrvNj4pwfIqLzVlShx55T5S7b4yJU53W8jilR0u0yu8zPOZ1RmgvkzGwRpHlG0WolZLKmd2cTMz/2QVWoYPBDRBSEOOeHiKjp/j5ULN2Otwt4IsLOr3hKzLgAjlmhczoDDp7Run1OjcmMatu+mjCF230aS20bR00IdgRl8ENEFIRY9kZE1HQHC6wByaxR7bH50fHS9m5p9S9qKhrX1XEBUqWiNmszuUeadPv1VdlSxzdn1QYzqo3WOT/hKu8EPxpb5mfOD3uxJbfUK8cMFAx+iIiCkBT8mFj2RkR0vnQ11oxLjEaJMKUcaTHWFtHTB3m2wOjr1/TDpzcOku7bBy/PX9kbbROtzQsMtgxMJ7uyONHCjSeksrcIL2V+xOUQAOCjtTleOWagYPBDRBSExLK3r7flYeWBQh+Phogo8Dz83R58bWt2IJa5/XjnBfj7wTFoFe9Zx7UotRJju6bgnZn98dq/+jq0qY6NUOH20R0c9n/p6j4ux3h9VTZeXXEEAFy6y52v4R2TpNvVITbvh8EPEVEQUtl9q3frwm0+HAkRUeDRGUxS4AMAkWpr0JEeG462SZGNPt7UXum4rF+my3b7eUQD2sSjT1ac2+fvOFkGAMiMd1009Xxc0T8TD0zoDAAoKNd75ZiBgsEPEVEQsg9+iIiocZzbToefZ4ODhkSqa4/7/JW9AQCLbxuC20e1d7v/sPaJXnldmUyGiT1SAQDZRZU4V2Vo4BnBg5+ORERBKIzBDxHReSu3W4MHACK9NNfGWfvk2jk+HZKtGaULOiRhztRu+PvBMbhpeFuH/f/l4VwjT3RNi5FKpAu0oZP94acjEVEQUimbvg4EEVGoOlvpmAnJSvBsjk9jZcaF45e7RmDt7LEu6/e0TYrEkxf3kAKUGYOyvJ7Vz7LNXdJWGxvYM3g0Tw6PiIh8imVvRETnr6SqBgDQLikSNwxrg86pnrW2Ph+9WsXW+/jSO4dj6c583G+bo+NN0RprKKDVm7x+bH/F4IeIKAiZLbUtrsUPNyKiYFRUoce3207h6gGtkGJrRd0Y1QYzDhdWoE+rWCn7UlVjDQZmT+qCKb3SvTrexuqREYseGfUHSOcrJtzacCGUMj/8apCIKAg5lGwIgCBwvR8iCk4fr8vFi38expTX157X81/88zAue3s92s35HS/+eQhAbftnb7WW9lcp0dZg8Yedp0Lmc4LBDxFREIqxy/ZU1JhQpgudb/WIKPgdKazAL7tPQxAEbMktBQCUVBlwskTX6GOtPFi7Ftrbfx3DmfJq6I3WRUfVquC+VO6REQMAWH+0BF9vzWtg7+AQ3GeUiChEXdo3Ezde0Fa6v/tUmc/GQkTkbXd8sR13L9mJLzefdCjzHfXiX/hzf0GjjmUyWxzu55+rht6W+QkP8szPlQNaSbdPl1X7cCQth8EPEVEQClPKMfeSHrjK9sG2/cQ5H4+IiMg7TGYLcs5WAQAeX7oPe06VOzx++xfbPT5Wflk1Tjst8nmyVCdlfoK97C02XCW10zZaWPZGREQBroutQ1FOcZWPR0JE5B2/7ytseCcPbc4pcdlmDX5CY84PUNsd1Mzgh4iIAl3rROsaDvkhUs5ARMFvq5tMdpRaeV4lanERKun25f0yATgGP8Fe9gYASrm1w53RqfwvWDH4ISIKYklRagDA2coaH4+EiMg7xLkpL1zVG/G24GXO1K74/d6RAACZDNAZPFu3ptpQe8F/YdcUAMAPO/JhsmVBItUhEPzYMj8mc2hkfrj4AxFREEu2BT/FFTUQBMFlBXEiokAhCAJ+OC7HmjPWUrWkqDB8eP1AnDpXjUv7ZgAAMuPCkV9Wjc25pRjbJaXBY4pB0ujOychKiHB4LDlajWiNyt3TgorKlvkxWZj5ISKiAJcUHQYAqDFZUFnjvyt4/7DjFK54Zz0zVERUpwNnKvDPmdpL14RINQa2TcBl/TIhk8kgk8kwqnMSAGDtkbMuz7e4mdMirucTEaZAa6fgJyMu3JvD91sKhVj2FhqZHwY/RERBLCJMicgwa9mGw8KnfkQQBDzwzW7sOFmGxZtP+no4ROSnjjut4dM2McJlnxEdkwEAm3NrGxkIgoBnfz+IHk/+iZ925TvsX22ondsTH+GY5UmJVntl3P5OJRfL3pj5ISKiIJAU7d/zfuwzUmolP5aIyFG1wYxP1+fiWHGltG3NQ2MRFxHmsm+n1CgAwKlztU1e1mafxQdrclBtNGP1oSKH/atsf38i1ArIZDJ8etMg6bFQCX6UYuaH3d6IiCgYiJ18Hv5+j49H4kqrN2LmR5ul+8/9cQhtH/kNz/1+EIIQGh/ERFS/R3/ci3m/HMCbf+UAAK7qnyl1snSWHqsBAJRXG6XAJvdsbav/EqcMuFZv3Sc23Jr1GdslBYPaxgMArh3S2os/hf8SGx78tucM/v3xZhQ4rXsUbBj8EBEFuWO2NX78ca2f9/855rJAIQC8vyYH7eb87nYNDiIKLT/udCxVq68DW7RGJbWnFgMd+6x3odbxwl5bbQQAxNg1Nvj85sH456Ex6JER27SBBwjxCzLAmiVbcdB76yj5IwY/RETkMzXG+mvM/7toRwuNhIgCQZJawMTu9Xdxiwm3NjPW6q2BTXGF++Dnj71n8IMtsIoJrw1+IsKUaJMY6bUx+zv74AcADKbgnvvD4IeIKMj9Z0wHXw+hTg0VtlU5rdWx/USpQ90/EQW3IrtgZeX9I/B4fzMGt02o9zliCVt5tWvwo9Wb8Mj3e7DhmGOGQ1wTLRQZnBodBHvjAwY/RERB7l8DswBA6vrmT8RylNhw92tp6I0WDHtuFTo/9geWbDmJK9/diHEv/8P5QEQhYm++tSy2c2oU2iS4n+fjTCxhE0vaip2avXy1NQ/XfrgZm3NKAQCtEyKkFtmhKK+02uG+KcgbHzD4ISIKchpb/XuNH5UyCIKAK95Zj592nQYA9M2Kq3PfM+V6GEwWzPlhr7TtnM7Y3EMkIj+wL18LAOjZiPk38ZHWLnBnK2twprwaR4vcZ4vzy6wX/Y9d1A1qpf99OdRS+reOc7hvZOaHiIgCmdg+2mQR/Kac4XiJDjtOlkn3rxvaplHPP1Hif80biMg7LBYBeaU6CIKAbSes2Zk+9XxB4qxVvHVx0pyzVbjls23QGczokRGDDFsnOGfJIdLSui7ju6XikxsHYmqvNAAMfoiIKMCJmR8A0PtJ9if3rOM3scnRanx64yCEKeTolh7T4PPLdEaU6Qz4bvspqZ0tEQWHl5YfxsgX/sK3209h2/FzAICh7RM9fn5GrDX4+W77KRw4o0VchArvXTdAmgPkrFdmaHR1q4tcLsOFXVORGWd930zm4C57U/p6AERE1LzsFw6tMZoRpfb9n36dbVV1AOiaFo2uadHQqBTY+r/x2H2qDNd/sqXe5z/ywx4Uaq11/JtySvDS1X2adbxE1HQ1JjNu/mwr+rSKw+zJXevc752/jwEAZn9nXZssWq1E59QomEyefdERpbH+jauwreEzvGMSshIiUGX3d0c09+Lu0jo3oU58H4wMfoiIKJDJ5TJEqZWorDGhtMqARB92NaqqMeHSt9cj37b6+tguyfj0psHS47ERKpg9mGwrBj6A9dtdBj9E/u+fw8VYf7QE64+WoHerOEzumQazRcDbfx2FttqIKb3S0NNNFqZVQgRkMpmbI7oX4dTcJSvefaOEe8Z1wo3D2zXuhwhiKlvLa5PFPyoEmgtDXSKiENAuybpmxTEfL3S67uhZHC2qRLXR+g1suJsOdBd0TETvVrGI1nj+/dydi3e4LF5IRP7FvnX9HV9uBwAs31+AV1YcwUfrcnHluxsx88PNLs+ra65OXcJVjn9XLuqVDsB1bk+ZztCo4wY7lS3zsy/fdeHpYMLgh4goBKTbLh5Kqmoa2LN52a+iDgDhKtcAR61U4Oe7RuDzmwe7PFaX3/acwWNL9zV5fETUfArKHf/+bDh6Fn/sK3DYtu3EOZfndc9oeB6gPecvVSLV1vtfzxqKhyd3RXfbvMJL+2Y06rjBrrDC+gWSfTOaYMSyNyKiEBBpm+ejq3GteW9JFqf1eeortW/s3KQcLn5K5Nfyy3QO919cfhjlHrStv2pAq0a9jnPZmzgHqH1yFP4zJgo3DW+LgnI92toy4mSVXVj7N1QQhEaVGgYSZn6IiEKA+M1npRc6o+05VYZDBVrojWa8/ddRHDit9fi5ziuJ1zex1h8aMxCR94hz/f5ta22/82QZcs5aS3FvG+l+7s3CmwejTWLjgpRIp78d0WrHjLNGpWDg44Z9N1Dnv9XBhMEPEVEIiAyzZX4MTQt+jp+twiVvrcfk19bi0/XH8eKfhzH1jbUeP9/o1GpbIa/7m0XnCxhn7103AO/M7O/xaxORb50us5ZVuVuz58FJXdw+x5PW9846p0RjcNsEAECH5EhoVLzc9UQPu/JCvdH6t1oQgq/zG/81EBGFgAhb8OOu1Wtj/LAzX7q9K8+1Nr8hzpmeRNtK7O64y/xc0icDmx8dh09vGoRJPVLRu1VtZyhfN3Mgovrll1kzP/a/twCQlRAOtVLh8mXGRb3SkRRV99+IusjlMnxx62C8PqMvFt06NGjLt7ztYbv243qjGb/vPYN+T63A34eLfDgq72PwQ0QUAsSyt3NVBpwpr8ZtC7dhw9GzjT7OygOF0u0NR0sa/Xz7lcPjI1S4ZUTdbWYVchn6ZMUhJVqN/q3jAAC3jGiH1BgNxnZJgUwmkxblE1k8aJNNRC1PbzRLZbepMY7d2965dgAAYHC7BGnbB/8egLdn9j/vwEWtVODSvplIa2SnuFAWG65CpG2+VLXBjP8u2oEynRE3froVFXpj0GSBWFBNRBQCereKAwD8sa9A6q604kAhsp+a6PExTpdV48CZ2vk9FXbzh8wWod4SNpFYR35h1xR8eP3ABp/z3R3DYBEEyGUynK2sQXqsY7Ajk8mw4ZELccGC1QCASoPJpaMcEfnewo3HpdvRaiUUcpm0plcvWybIPturVrm2wafmFx6mQJXBDL3JsUqg19zlGN05uVFdOP1Vs2R+8vPzcd111yExMRHh4eHo1asXtm3bJj0uCAKeeOIJpKenIzw8HOPHj0d2dnZzDIWIiAAMbBOP+IimBQUllXWvifH99lMeHUPM/KgUMo+CJZVCDrVSAZVC7hL4iDLiwqFWWj/OtNUNd44iopb37O+HpNtyuQwPT7bO8bmiX6a0Xfw9BtDkv1d0ftTK2syPs3+OFMNgCvxGCF4Pfs6dO4fhw4dDpVLhjz/+wIEDB/Dyyy8jPj5e2ueFF17AG2+8gffeew+bN29GZGQkJk2aBL2eC9QRETUHuVyGTinRTTqGsZ5Vv2d/v8ezY5jE4Me7Hz8x4dYLJW1107vZEZF3uWtDf8uI9vj2jmF49ope0jaZTIb/Te2Gm4a3Ra/MWJfnUPMT10g6V8cCsMGwMKzXy96ef/55ZGVl4dNPP5W2tWtXW9MtCAJee+01PPbYY7j00ksBAAsXLkRqaiqWLl2KGTNmeHtIREQEICa8aX/yTfW0pQaAI4UV6Jxaf4AlNjwI83bwo1GiuKIGWj0zP0T+5oVlh122KeQyDGqb4LL9tlHtW2JIVAexM97Nn21z+/g5nREpMYE9j8rrmZ+ff/4ZAwcOxNVXX42UlBT069cPH374ofR4bm4uCgoKMH78eGlbbGwshgwZgo0bN3p7OEREZONu4nBjJrCaGlj3YW12ww0UDObmzvww+CHyN2uzi6XbL17V24cjoYaENzDX6tQ5Xb2PBwKvZ35ycnLw7rvv4oEHHsCjjz6KrVu34p577kFYWBhuuOEGFBRYJ9qmpqY6PC81NVV6zFlNTQ1qamqk+1qtdcKt0WiE0eh/H3TimPxxbKGI58O/8Hz4jrulLk6WWMtRPDkfekP9+5wqrWrwOJXV1pIJtVLm1X8D0VI3O31A/9vi74d/4floumqDWWqxv/3RsYgJV533+8nz0fwamor5w45TGNXRmrHzp/PRmDHIBC/3rQsLC8PAgQOxYcMGads999yDrVu3YuPGjdiwYQOGDx+O06dPIz09Xdpn+vTpkMlk+Prrr12OOXfuXMybN89l++LFixEREeHN4RMRBa3iauDpXY7fed3YyYx+SZ59DOw7J8OHhxRoFSngVJXrJ2T3OAtu71Z/duj7XDnWFMgxIdOCaa29N3H28yNy7CiR4/K2ZoxJD452rETBoEQPzN+phFIm4KUhZnDJHf/27C4FCqtrT1KUSsDAJAH5VUC2Vg6FTMCCQWaE+VkzPp1Oh2uvvRbl5eWIial/YVyvZ37S09PRvXt3h23dunXD999/DwBIS0sDABQWFjoEP4WFhejbt6/bY86ZMwcPPPCAdF+r1SIrKwsTJ05s8Af0BaPRiBUrVmDChAlQqditxNd4PvwLz4dvPb1rucN9RXI7QMjx6HwoDxQCh3YjOSEOsjAD8s5VOzxeYFRjypQxUnnd3F8OIvdsFT65YQCyiyqxdNdpqOOrgYIi9O7WGVNHe6+2f5PpAHaUnEKrdp0w9cKOXjtuS+Pvh3/h+WjYOZ0BO06WYXSnJCjdlLPuPlUO7NyM5JhwXHTRqCa9Fs9H83t420oAtV9MRUeE48P/Ws9blyeWwyzIcMGYcUiJVvvV+RCrwjzh9eBn+PDhOHzYcWLbkSNH0KZNGwDW5gdpaWlYtWqVFOxotVps3rwZ//nPf9weU61WQ61Wu2xXqVQ+f7Pr4+/jCzU8H/6F58M3nrq0B37YmY8Lu6Tg5RVHcOysDr0TPTsfgsx6YaNSKtAlLVoKfg49NRm95y5HaZURBRUmtE60ZuQXbckDAOzKr8CMDzY5HCs6PMyr5z8+0voZsf5YKXpnlWJC99QGnuHf+PvhX3g+6nb3V9uwObcUj0/r7nbR4rJqa8lbcrTaa+8hz0fz0RsdM/IRYQrpvVYp5KgxWSDI5A7vvz+cj8a8vtcbHtx///3YtGkTnn32WRw9ehSLFy/GBx98gDvvvBOAdcLtfffdh6effho///wz9u7di+uvvx4ZGRm47LLLvD0cIiKy8+9hbfHjf4djkG0l9aNFri1o63KixDrRVaWQYWj7RGm7RqVA9wxrFn7HyXMAHBspiAsZ2otQe/e7N7HhwY6TZbht4TaMf+Uf6I2u61QQkXdtzi0FAHy+4bjbx4srrXO2EyPDWmpI1AQzBmU53O/funapmjDbOkyBvtaP1zM/gwYNwo8//og5c+Zg/vz5aNeuHV577TXMnDlT2mf27NmoqqrCrFmzUFZWhhEjRmDZsmXQaAK7dR4RUaDolBIFADhVpkeNBzHCP0eK8eKf1qy+Ui7H9cPa4lhxJbqmWYOermnR2JVXJgVINQ18OEZ5O/jROH7rd7SoEkt35mPG4NZefR0ick/ntChmtcGM11dlY/kBazOr9Dj3ixSTf3ny4h6Y3DMNa7PPYl9+OR6d2k16TK2UowK1XTsDldeDHwCYNm0apk2bVufjMpkM8+fPx/z585vj5YmIqAGJUWokRoahpMqAjUUyXF7Pvgv+OIT3/jkm3VcpZAhTyvHcFbUtayNtwUy1LdtiH/y4y/y0T45s4k/gyN0aRg0FYETUNNV2AY9zpnXWF9sc2t+P6JjUYuOi8xcepsCYLikY0yXF5TFxiQKjKbCbyni97I2IiAKDGLAcr6i//ZJ94ANYMz/OxLUhxH1rTLUXQoVavcO+YUo5OiRHNX7A9XDO/ADA3vxyr74GETnKL6ttelJZY8KB09ZJ5+eqDC7rfmXFsztvoJPK3syBXVLM4IeIKETNmdIVAHBa17jes0qF6/723/qeraxBjd2k2W+3n3LYd+l/hzfbIqf2vtt+CuU6368/QYFNEIAtx0tRoee/JWf2wQ8AvLT8MCwWAd/vOOWyb1I05/wEujPl1i+y1mWX+HgkTcPgh4goRPWzTWQtrm5ciZi7wKXaLvg5XFDhkPnZYpsQLcqI8/78zhiN+yruPvOX41yVweuvR8FPEAT8uucMvs2VY+bH2/DSn4fd7vfNtjx8sfE4BEEIuSYb+U7t7lcfKsLAZ1bi6d8OOmyfPrAV0mI4rzvQiY0OXl15xMcjaRoGP0REISo1Ro3YcCUskOFYsfuubyYPJ7baB0/aaqNLu1R77krUmso+8zPRqc31zrxzXn89Cn4/7z6N+7/di/WF1kulzzeecNln6/FSzP5uDx7/aT+6P/EnBj69Evll1Xjq1wNo+8hv+GZbHixu5rwFi+MlVQCA8d1qf+dK7b5seOHK3tg0ZxxeuKqPtP4Xka8x+CEiClEymQydU6MBANmF7oMfd1193DUwUNmVwulNZofMjzO53PsXQbF2wc/j07rj7wfHSPcr9Cavvx4Fv1dXNPzt9q6TZdLtaqMZlTUmPPrDXny8LhcAMPu7Pegzfzm2Hi+t4wi1dAYTXl5+GNmFFec95pa2zjavZ3y3FES76eA4qF0C0mKZ8SH/wuCHiCiEtbKVoBVW1Lh93N16DhbBNfi5Z1wn6fY7fx3Doz/s89IIPaNSyPHDfy/At3cMQ1ZCBNomRWJyjzQAQEG5voFnEzkqKNfjuK1tu70LX/4bRRW1/54EuP4u/HOk2OF+hd6Eq9/biHm/7K/3NZ/8aT/eXH0UE15d4/YLBn9TpjPgwBlrg4MLu6a47eCYEu26QD2RrzH4ISIKYfER1knI5+poDOBp8JMeG46L+2QAALKLKnHYB99e928dj0FtE6T7bZOsF2NnGPxQA85W1uDCl/7G9Pc2wlzHhH0AyCmuwvUfb8GOk+eQV6rDN9vc7+fOp+uPO5SE2RMEwaExyKfrcxv3A7SwIq0es77YDsC6ZldKjAYXOLWynj25i9RRkoLDs5f3AgAMtvs7G4gY/BARhbD4CGu52Dmd+4syd40QTGb330prlP71kZJuK7dh5ocasuZIMXLOVmHL8VIMfW6VtKBvhpuSrUMFFbjinQ0Y+cJfOFrkvlwUACb1SHXZVlXjvgRzzynHtuwvLT/s0knNnzy/7LDUyKTS9jPdc2Ft9rdtYgRuGdHOJ2Oj5iNm8moCfJFT//qkIiKiFhUfacv8VNWR+XHzIVdXRY7GttZPXS7rm4GVD4xq3ACbQJxrUKBl8EPuCYKAr7eexKfrj0vbiu1KQL+/Ywj6JTbuQu/lq/tg5+MT8P6/B6J9kmMpWF1z4VYcKAQAXNQ7HX2y4qA3WvD34aJGvW5Lcje28DAF9s6diE9vGoTl94+GWln/3wMKPNI6PwG+gDSDHyKiECZmfkrryPx4WvYGABqV60fKFf0zpdtPXdYTHVOiz2eY50VsrcvMD9Xly00n8PD3e90uiDukXQKSotS4sbMFl/ROd/v82HAVHp3aFffa5rw9dVlPXDmglfSlwrvXDUCUXelXXV0Q99hef1j7RAxtZy0pOlLgf40PBEFAUYUeJbbyvS6p0Xj+yl7S49EaFcZ2SZEukim4qG3ntaaBpjb+jsWYREQhLKGBzM/ZStdGCJN7prndN9ZpodE5U7ri9tEdcPWALADWC6OWlBEXDgAoqtBDZzAhIqz+jzyDycKLthAiCAIW/HGozse7pcdIt911aX7vuv6Y1CMNMpkMgiDgxgvaSkGPqEtaNHY/ORFjX/obJ0t1bstIBUHAflvw0zMzFjqDtYysoS6FgiDAIgCKZuieWJdP1h/HU78eAABEhCmw7L6RbGEdQtS27H5OcRW6Pr4Mr1zVKyCzKIE4ZiIi8pLahgfuMz+5Z6uk2wmRYVh482Bc1b+V2317ZMY63L9ygHW/YR0SMaxDojeG2yjJ0Wqkx2pgEYDdea7f7Nt7c1U2ej75J3bnlbXM4MjnCrR6VBncf3udGqPGHaM7SPfdZTtjwlXShb9MJnMJfEQKuUz6xtxdJnVnXhlKqgzQqOTomhaNcFuQXmWoP/i55fNtuGDBKhS1YFmnGPgAQGqMhoFPiIlS15YyCgJw/7d7fTia88fgh4gohIllb1q9CUY383tyimuDny9uGYxRnZPrXKenT6s46Xa39BgkRfm+zW3/NvEAgB0n61/o9OUVR2AwWxwu7ii45dr927bXIyMGm+aMc1ifxl2lZ6dGlHCG2ZULOTtqW2NrUNsEaFQKRNi+XdfVEZgBwB97z2D1oSIUamvw067THo+jKQSnN6FLasuVsJJ/yEqIcMk0PrFd4fFi2P6CwQ8RUQiLDVdBZlurpMxNu2sx8/PcFb3QIyPW5XF7CXbffBeU+0enqgGtrcHPi38edlifpS7hYZykHSrcBRcX98nAh9cPdMlo9MysLYF7aFIXvHhVbyQ3Yg2b2rkSrheJ4vyZZNuXBZG2b9er6wh+LBYBc36s/cZdb2yZuRfl1bV/H2Qy4HK7+XwUGtRKhTSXUhQmB5SKwAonAmu0RETkVQq5DBG2qTDuSt/E4KddkusChu7cMKwNAOChSV29M8AmGtmpdu2Rd/461uD+kQ3MCzKaLXh5+WFsyilp8tjIO/aeKsdFb6yVWi97yjnTmRgZhjev6SfNFbP37yGt8dCkLvj17hG4c2xHXD0wq1GvJXY+cw5+tHojft1jzdwkRlm/PBDL3radcJ+tLK82OnxRoW+hiefLbR3potVKHJw/GZN6uJ/7R8Etwam8My3c/xfkdcbgh4goxInBj3Pmx2wRcOqcdZX7tomeBT+PT+uOtbPH4tohrb06xvPVKTVaCoBOlLgvc7IXoa4/8/P73jN4c/VRzPhgk1fGR0139fsbsP+0Frd8thXbT5Q2WOIocm7jPqpzcp37hinluHNsR/TMrD/7WRdxsc8KvePv2Nyf92P/aS0AoEuaNbtkP6/C3Xwe586MdXWQa4w9p8qwL78cJZU1+GhtDkqrDPhmax5+33sGOoMJ1QYzXl5uXfvo7nEdG2xrT8HLeW5baoSPBtIE7PZGRBTixGstndMEa6PZIq3pE6Xx7ONCqZAjK8G/Pg2vH9YWa7PPotRNWR/gOJchooGyN/vSnwq9scU72PmTPafKcN/XuzB7Utc6OwA2t+X7C6SL/4oaE658dyMA4PDTkxtcZ8ZoW6y3TWIELu2TgVtGtG+2cYolckVax+6JP+zIB2BdPPKKftYyMvsA61RZNVKcyoxKq5yDn6Zlfub/cgCfrM912Lb8QKFDJq1rWjQKtTXIiNXg+mFtm/R6FNgSIhz/5jHzQ0REASfM9kngPMfA/ptxlSJwuzqJZRqlVa5tuwHHuR8NtcNW2dW2h/r6QY98vxc5xVW448vtPhvDrC/cv3Z5HYGuPbHsrVNKNB6Y2AWxEc0XyKbG2IIfu3lngiBIv1c//PcCqZGIWqlAn6w4AMCD3+xGiVO7+b2nHDsXLtp8skkB0G97XRsmOJcQHrKtOTSqczKzPiHOOfPD4IeIiAJOmNz64eU8AdxoNz9BJQ/cj4tE24d1SaX7dt5au1KkhoK8OT/UTjQv1LoPpkJFRU3DAYav7DhZ1uA+YoeqMGXzB/aptuzNki15uOnTLfhtzxmUVxul7JNzZ8Qk27/ZnLNVGPD0Sim4EQQB8910JJz1xXaXbmyeMJotKKrw/N+xP3RwJN9KiHAKfvwr0e+RwP00IyIirwiro+zNZKt5U8pldba3DgQptm/ddQYzKmtc107RVtduM5k9v4AsbMH1VfyR0g8C4rqC1Tu+3I5zVe6DXZHBdq5VLdCpKsWuM9xfh4tx5+IdmPvzfgBAZJjCJZsyrluqw/0ZH2yCxSJI84MAx4VX1xwpRsF5/HssqqhxaOOdHqupe2cAAgLvW37yLvvMz9e3DYbK938GGi0Ah0xERN6ktn0S/H242GG7uCCjMoBL3gBrKVuUbcK5uwnk9vN4jI0Ifs7nYjOY2C/YeT5Zh6ayWGpf87s7hmFYe8eFdH/de6be54tlby0R/KS5CSqW7S8A4FpGBADXDM7ChO61AdCuvDIcKarA2uyz0rYnpnV3eE6Fvv5FUd05U2ZtSa9SyPDWtf2w/uELcdUAx0WMF1zRS7rdmC8HKDjZd3tLaUS7d3/C4IeIKMSJDQ9WHSqC2e6CsiUvDpub+CHtrsRHaxf8lFXXny2w5y6QCiX2bZurDGbkl1Vj6utr8f32U+d1vPm/HMDMjza5TOivy578cilY7ZMVhy9vHYL/Te0mPS52KqyLWNbZEvPZuqXFoF/rOIdtYqOGTDettWUyGT68fiC+mjVU2rbjRBmWH7AGTE9e3B3/HtoGb1/bX1pDyLmTnCdO2+at9cuKx7TeGZDLZeiRUbum0bD2iZgxuLZzY2O+HKDgFBdeOzcuUNdFC/xPNCIiapKxGbUXscV2wYF4oRMWBMFPki34KdTqsTmnxKG5g/2cnx925Ne7GGqk3Yf9kq15DhPDBUHA3J/3Y8mWk94cut+qsish3HWyDMMXrMaBM1r837e7MfDplThWXOnxsbR6Iz5Zn4v1R0vwpy0j0pC/DhVJt1UKORRyGW4b1R6PXWQNgN7/J6fejFRLBvdyuQxLbhuKjFiN1PxA1CElqs7nDbXLZj36417stM1lGtMlBUqFHBf1TpeC0M82nGj0uMTMT3pcbWbKfjHjBNvaQ2I5nH02ikKTxu5vYESANr8I/E80IiJqkiRNbTeq3/aewUdrrReNwZj5WfDHIfzrg0146Lvd0mP2ZW8AsD9fi7rYZzsMJgumv79Rmji/8VgJPttw3KEpQrA6XFCBarsOY9d9vNnh8bOVNRj38j8eH8++GcWJEseMTV0BTF6pdb9bRrRz2G6/SOmmnLoXPm3JOT8AoFEpsPrBMVgzeywm2xYIVSvluH1U41ps98yMcbvo8C+7T7t0gmvIGVvmJz229j3rk1Ub/IhZ0T/uHYmf7hyOYR0cSwsp9NjPC9ME4oQfMPghIiLUBgdP/XoAT/92ED/tOl0b/LRAN6zmJnZ8Ey/2ft1TOx/EvuEBUBsM5Z6tcsgQmcwWqQmEvdNl1mM6Lz4ZjM6UV6O0yoBJr60BAMSG198e2n5eUH3s25C/988xTHtzLapqTCiq0OOCBavx4p+HXJ5z3LZobf/W8Q7b4+xaVteXffJFcK9RKaBWKvDmtf3w690jcHD+ZLRpYAFhMZMl6pYW43Dffq7TxW+tcyhdtWdx2q43mqVMr302Sq1U4L7xnQDUBpZxEWFS+20Kbemx4Xjzmn745MaBkMkC87OBwQ8REblMXF1/9Cy+2pLno9F4X4mbeSRi2ZbO6Bj8PPHTPizbV4CxL/2N6e9vlLbX1HEhn1tSBYtFwCsrjkjbjGbPLvoDyZHCCgx7bjX6P7VC2nZp3wy3WQjRydL6592InNuG78vX4rMNx/HR2lycKdfj7b+OuTznuC1D1DbJsdduX7uLdHfd/UTiOQrzQUMPlUKOnpmxHnVR7OhUFucccL5xTT+H+9Vu1vz5eF0u+sxfLmWGjp+tQr/5K/CbrSlEjNNivfeO64Qdj0/AmC4pDf8wFHIu7pOBC7sGbgkkgx8iIpJWoBftzS/H19uswU9eabUvhuRVA9rEu2wTL/xqjI6BilZvkhbu3JtfLk0kr2shyRMlVVh5sBA5xVXSNuc1kwLZyRIdbv9iG77c5Dqn5NYR7ZERV3d75NyzVXU+1tB+P+86XWfmKLuwQmqM4Jw5iQhT4p5x1szFvnzXMjCdwYQjhRUBU9YZ7jSvIlLtuBBvcrQaIzomSfedW9YD1oxuhd6E5/44CAD4dnueQ5AUpXE8pkwmc+jqRRRM/Ps3noiIWoRz5kdc0T1YXDuktcs35u/9fQxlOoMU1PTIiEHXtGiX5/aauxybc0pw1jYvJdKpw9Hxszo88M1uh23VQRT83PPVTvy5vxALN9YGPwuu6IX98yahdWIEkutZ+HL1oUKPXsM+cBQdtgtwnD1iN68qyikYAIAh7RIAQGoQYO/+r3dh4qtr8Jut9FGl9O9LIec1gJznqAHA2zP7S7erDeZ6Gz0cLarAu387ZtKi3byHRMHKv3/jiYioRQTqeg2eUisVuGl4W4dtOWercNNnW6Xg57K+mZg5tI3b5//rg03YcfIcAKBXq1i0Tqgttfpkfa5LeVWVm2/fA9WuvDKH+5f0ycCMwa2lDEREPRfOS7bkYcWBQofOcO7knLXOzWmb6FjCVlfnPTEbl1RH4NUnKw5yGZBfVu3QkrzaYMaf+60Bmda2Lo6/Z36cgx93GcjYcBWSbJ3ZRr/4N+75apf0WLmuNliKUivxvx/3wXlakHPmhyiY+fdvPBERtYj6gp/4iPontQcKsW1wmFKO64Za1y7ZebJMWm9Fo5JDVc8cDLGLW//W8XjH7pt2d9x9Ox8ILBYBJ0qqpMzBOTeZly5O2bGGpq3ctnAbhj63qs7HBUGQMj/vzByA3Oemonu6dVK//bpMizbXZp7ktonWr0zv4/aYUWolOqdaxykGrYD7tX98MeenMSx2WRy1Uo7bR3dwu599kPTL7tPSbTGwBIBzOgM257p2wEusJ3tHFGwY/BARUZ3Bz5B2CfjiliEtPJrmMbR9IhbePBh/PTgGN17QFoD1G3O9yfpNulqlgLGOTln2+reOR8/MWBx5eorLY2KnseMeznXxN8/9cRCjX/xbat5w8VvrAFgDw65p0QhTyDHJ1qZZJEPDwUOFvu7MzzmdUQoW2yVFQiaTIdGWxbBvgf2/H/dJt8W5QPUtstjP1gVup13m6tQ51/lrSj/P/LRLikR6rAbd0mNw6KnJdTaYyC9z/NnE7m7286m2Hj8Hd9wttEoUrJjnJCIit8HPxzcMxLhugdvRx51RnZMBAAW2lteVNSapjEijUjRYngUA/VrHAbBmkJx1T4/BhmMlHk/09zcfrs0FALy5+ijuG99ZChYSI9X48b/DodUbkRrj2ODAPvMTH6HCOZ37rNex4kp0SHZd0DPH1o46My5cCmbE7mPOGbSzlTV4+6+jyLG9v+p65uu0s3WBKyyvLXvLc5P5qWd6jF/QqBT468ExUCnk9bYWbpMQIXXAA6yll9Ealdv5VGqlHP8e2gaLNp/EotuC48sNIk/599cdRETUIpw7O31z+zBc2DV429xGqq0X2WaLgHLbOj8apdxhsce62JcIfXbTIIfHemRYy7XeXH0Uzy9zXZsmkJy2yyR8fONAhIcpXAIfAA4X5PZZiUSnf1OXvrXebScy8eLc/rnRdcxBuXPRDny6/rh0X62sO/MTF259ffsAKs9N622Dyf+bU2hUCigaqC/86IZBmNqrNiv3w458AMDOPNdsT4+MGDw2rTt2PjHBZZ0komDH4IeIiBwurDqmRGFwu4SAXcDOE5FhtRfX4rwWlVKOid1T0adVrMO+v90zQrq9/pELHR4b0yUFH98wULo/1i5gdO6oFWjEUrXkaDW6Oi2sac++i173jNr9RtuybKLKGhO6P/GnSyc8MYvTPrk2+ImpY/FU5/kq9WV+xGOIwU9xRY2U2bJnNPt56sdDHVOi8M7MAdL9J3/ej5ziSmw4VgIASLMLXIfbWmM7N1MgCgUMfoiIyEGwNDioj1wuk0r9CmzdwFRyOeRyGV79V19pv9tHtUePjFj8ce9I/HLXCLdzI+yzZgPbJOD+8Z2bd/AtpEBrzfxE1DOvBgBuHdkOF3RIxDOX98T94zujU0oU7h/fGaY65k8dLap0uH+ixBr8tLVbr8e+9XKvzFiXLJJIrar7Mkacf1VmK8N78NvaduSX9s2QbhuCcEFa0bO/H4IgWP+NDra1/wZc10YiCiUMfoiIyIEnpV/BoGOK4/wTpa3rV5ZdG2utraVyt/QY9HLKCIl6Zsaia1o0BrdNgEohwxX9MwHUn5XwR84tlI8VWYMS50U2nUVrVFh821DMHNIGiVFqrHhgNO4d3wmrDrpf40d8T0ViR7f02NrMhH3Z2wtX9UZJHev9aOopexMD1ROlOrzz91H8c6RYeuzBiV2k28YgC36+u2OYdHtzrjXrkxkXjja2NuIJkWGY0D245vIRNUZg/WUmIqJm8+0dw3BJnww8dlE3Xw+lRTg3eVDZgh+VQi5diE906mzmjkohx+/3jMRXs4ZCJpNJi27WmCwwmS3IKa7EyBdW444vtnv5J/CuMqdGBWKL5IYyP3WpqyVzsV37avv7yXbnw74cK6OeYLy+zE9mXDjCVQqYLQJeWHbY4bFW8bXHHNQ2wfmpAW1g2wS8fLW1BbhYupgRp8F/x3TEpzcOwvqHL3RZ8JcolLDbGxERAbBeBAbbhWB94iIcS6mU8toL6SW3DcWpc9UY0SnJo2PJ7eZMRdqVbFXVmPHz7tPIK61GXmk1DCaL2y5xvvb+P8fwpd06OgBwzNaIICLs/C4V7hjdAcnRasz5YS8y48IxpH0CftiR79IJr6TSGvzUtdZMfQtwhtXTploul7ktaXt3Zn/IZDKsf+RCHC2qlOa/BJOEKMd/2xm2Tnpjg7iJCZGn/O8vMBERUQtw7nCntFvssm1SpMeBj7MwpVwKcCpqjNJ6K4DrWiz+4rk/DiGv1HFsW2zNBc438xOmlOOawa1xfMFFWP/IhdLCpftPl0v7HCmsQJWtAYLYgQ8A7GcLKeQyPDKlq8vx51/ao8E1epRuOqSJ2aLMuHCXpgzBwnmOFDu6EdVi5oeIiEJSvNMFosqLi11GqZUoNRlQVWN2aLV8slRX5yKV/up8gx9n4oT7TTmlMJotUCnkmPjqGrvXqb0kcc5A3jG6A8Z0SUa4StGoyfovT++D9/45hnNVRinwrG+eULCwz6Jd1Csd03qn+3A0RP6FmR8iIgpJyU5lVu6yBOdLzGJU6I0O7Zntsx7+4FCB1qX7mrPw8yx7c9Yjw9oworLGhEe+34tKpwVl7RsrdEyJwm/3jMCW/42TtnVNi2l0l7JpvTPw690j8e9hbaRt6hBo72yf+RnZKSmo29YTNRYzP0REFJKSXRoeeDPzowJQjave2+iw/eXlR3BBhyT0zYrz2mudr8oaEya/trbB/byV+VHIZYjRKKHVm/D9jlO4rF+Gy+P2xGDJG4bYtXkOtC5850OjUkjv9ZgunOdDZC/4/wIQERG54dztzX7OT1NFqR0Dhov7ZGB052SYLQKW7sz32us0xbk62kc/OLEzhrVPlO57M2fw+LTuAIAYjRL/983uBvb2np6ZtYFUdD0NFILJn/ePwqr/G400uxbiRMTgh4iIQlRzZn5kTiHDdUNa44IO1oDisw3HvfY6TVHttK4PACy8eTBuGdEeS2YNlbYVObWmbgoxCAlTKmAR3C+C2hxUCjm+mjUUr0zvEzILfKbHhqNDclTDOxKFmND4+oOIiMiJRqVAuEohBQEqufeCnxqnFstD2ifiiN3cml15ZT4vfatymnOTlRCOUW66nznPzWmKGNv6MtpqIwRbT7dxXVNwSd+M+p7mFUPtsllEFLqY+SEiopBlv+aON8ve7BeKHdPFGlDYN1Q47Qctr3UGx8xPgtO6R/+b2g1RaiXuH9/Za68pLq5pMFtgNFuDnzev7YdL+2Z67TWIiOrDzA8REYUs+zbU3lx8dFDbBBx9Zgryy6qlORcmu/V+tHav6yvOwY/zYqa3jWqPm0e0c2lE0BSRYQpEhimktX3CFHKHLm9ERM2NmR8iIiJ4d84PACgVcrRJjITatq6Mya4UrlDrvXk056tQq3e43z0jxmUfbwY+ACCTyRwm4MdGqNiGmYhaFIMfIiIKWa/P6IuEyDAsuW1owzs3UUZcuHT7TLnvy97WHCkGANwzrhO+u2MYHprUpUVet3erOOl2qHReIyL/weCHiIhC1qV9M7H9sfEY1qH5J8NP6JaKVvHWAOh0ub6Bvb1LZzChyC7TU2MyY93Rs9K4BrZNgKaFys9uH91eup1TXNUir0lEJGLwQ0REIa2lyq7kchmeu6IXAKCgBTM/Kw4UYuDTK3HBgtXIK9UBAHLPVkFnMCNGo0QPN+VuzalrWozPO90RUehi8ENERNRC0mOtmZ8zZS2T+TlcUIHbFm6DzmCGySJg6/FSALXNDmLCVZB7eV6PJ96Z2R+jOyfj85sHt/hrE1Foa/bgZ8GCBZDJZLjvvvukbXq9HnfeeScSExMRFRWFK6+8EoWFhc09FCIiIp9Kt032r6gxoULffB3ftp84hw6P/o4X/zzssF1sOKe3rW3UUqVuzjLiwvH5zYMx2s26QkREzalZg5+tW7fi/fffR+/evR2233///fjll1/w7bff4p9//sHp06dxxRVXNOdQiIiIfC5SrUSMbZL/mWac93PluxtgtghYedDxi0WxtXeNydp5TqNiAQgRhZZm+6tXWVmJmTNn4sMPP0R8fLy0vby8HB9//DFeeeUVXHjhhRgwYAA+/fRTbNiwAZs2bWqu4RAREfmFrIQIAM032V/M6rjz1K8HsPPkOdSImR8l19ghotDSbD0m77zzTlx00UUYP348nn76aWn79u3bYTQaMX78eGlb165d0bp1a2zcuBFDh7q2G62pqUFNTe2aCFqtFgBgNBphNPp+oThn4pj8cWyhiOfDv/B8+Beej5bXNS0K+09r8dehAozr4thlzhvn47iboCpSrYDBZIHRLOCeJTtx77iOAIAwpYznvh78/fAvPB/+xZ/OR2PG0CzBz1dffYUdO3Zg69atLo8VFBQgLCwMcXFxDttTU1NRUFDg9njPPfcc5s2b57J9+fLliIiI8MqYm8OKFSt8PQSyw/PhX3g+/AvPR8tJrpYBUOCP3acwTHkC7prNNeV8HDxnPb69/nFGDEu14IU9SuSdq8bD3+8BIMO+kyX4/fffz/u1QgV/P/wLz4d/8YfzodPpPN7X68FPXl4e7r33XqxYsQIajabhJ3hgzpw5eOCBB6T7Wq0WWVlZmDhxImJiWrZFpyeMRiNWrFiBCRMmQKVS+Xo4IY/nw7/wfPgXno+WN8ZgwntPrYbWKMPICycgJrz2fffG+SjfmgccOuiwrUun9pg5tj1e2LMaAGAWrBGX1ijD1KlTz/MnCX78/fAvPB/+xZ/Oh1gV5gmvBz/bt29HUVER+vfvL20zm81Ys2YN3nrrLfz5558wGAwoKytzyP4UFhYiLS3N7THVajXUarXLdpVK5fM3uz7+Pr5Qw/PhX3g+/AvPR8uJVamgUshgNAswCDK373tTzscZrcFlW7XRgpgI1y8kO6dG8bx7gL8f/oXnw7/4w/lozOt7veHBuHHjsHfvXuzatUv6b+DAgZg5c6Z0W6VSYdWqVdJzDh8+jJMnT2LYsGHeHg4REZHfiQizfvdYVWPy+rFPnbMuoPq/qd2kbVU1JshkMkSrHb/zfPLiHl5/fSIif+b1zE90dDR69uzpsC0yMhKJiYnS9ltuuQUPPPAAEhISEBMTg7vvvhvDhg1z2+yAiIgo2ESplSivNuLWz7fhm9uHISXGO2XiAFBoa6GdHqdBQmQYSqsMGN3Fup7OsvtHYfiC1Q7jICIKJT75q/fqq69CLpfjyiuvRE1NDSZNmoR33nnHF0MhIiJqcRFh1oYEx0t0eH7ZYbw8vY/Xjq21LZ4ao1Hhj3tHYldeGSZ0SwUAZMRqkBajQYFW7zAOIqJQ0SLBz99//+1wX6PR4O2338bbb7/dEi9PRETkVyLsMi5Hiytx6VvrUKE3YVzXZHQTmnbsSlspXZRGidQYDSb1qJ1PK5PJcEHHRPywI99lHEREoYBLOxMREbWwab3SpdvHiiqx+1Q5cs5W4cN1x7G12E3v60YQ5xE5z+8RDW1Xu7ZQYmRYk16LiCjQ8CsfIiKiFnbbqPaQyYCnfzsoZWpES44pEL/yKGZP6VbHs+tXVWMGAETWEfxc2i8D+06X44IOidCoWPZGRKGFmR8iIiIfaBVf9yLdCzedPK9jHjithcFsAQCH9YPsqZUKzL+0Jyb3THf7OBFRMGPwQ0RE5APju6WgY0qU28cqa0wuGSFPfLXVGjRd2DWFndyIiNxg8ENEROQDSoUcd4zuUOfjhbaObI1xusy6xs+4binnPS4iomDG4IeIiMhHLumTId1+YEJn3DO2AxQya7u381kAVWxhnebFdYOIiIIJc+JEREQ+EqaU45vbh+GPfWcwa1R7KGDBVxuPokgPVBvMjTpWZY0JRwoqAQDtkiKbY7hERAGPwQ8REZEPDW6XgMHtEgAARqMF4rqj1Ub3wY8gWDNDMpljS+zrP94Mg9mCzLhwBj9ERHVg2RsREZEfCbN9MrvL/JgtAm79fBumvL4WNabaxwVBwI6TZQCAjilRLoERERFZMfNDRETkR8LkAgCZS+Ynp7gS095cB50tKFp75CzGd09F7tkqfLg2R9rv8Wnntz4QEVEoYPBDRETkR1Ri5scp+FlxoFAKfADgeEkVynVGTHjlH5gsgrS9Y0p0i4yTiCgQseyNiIjIj6htc3601Y7d3py7v+WercIZbbVD4ENERPVj8ENERORHUsKtwczhAq3D9qKKGof7B89oUWO0tNi4iIiCAYMfIiIiP9LeVrW26mARLHZZnZIqg8N+O06W4YZPt7Tk0IiIAh6DHyIiIj/SPkaAUi5DRY0JhRV6aXuZzuCyb5nO6HA/KyG82cdHRBTIGPwQERH5EYUMyIjTAABOluik7aVVrsGPs8W3Dm22cRERBQMGP0RERH4mKz4CAHCi1Br8CIKAc05ZHmcH509GVkJEs4+NiCiQMfghIiLyM61t5Wt5pToUV9Rg0DMrpczPh9cPxBX9Ml2eEx6maNExEhEFIgY/REREfkacu3OiRIdf95zG2crakrfRnZOREec4t2fuxd1bdHxERIGKwQ8REZGfaW0reztZqkNCZJjDY2FKOTSq2o/vxy7qhhuHt2vR8RERBSoGP0RERH5GzPzsyitDhd7k8rhGVVviplax3I2IyFMMfoiIiPyM2PAAAB5bus/lcbWy9uNbreBHORGRp/gXk4iIyM9Ea5T1Pl5sNwdIZ3DNDBERkXsMfoiIiALEZX0zAABmi0Xa5sn6P0REZMXgh4iIyA+N6pzscL9NYgQWXNkbAHDDBW2l7bERjg0RiIiobgx+iIiI/NBNdgEOAFzQIVFqdJASrcHnNw/GdUNbY+aQ1j4YHRFRYKq/qJiIiIh8wnnRUrXS8f7ozskY7ZQdIiKi+jHzQ0RE5IfCnVpYq1X8yCYiair+JSUiIvJDGXHhCLNraR2jUflwNEREwYHBDxERkR9Kjlbj57uGS/fNFsGHoyEiCg4MfoiIiPxU17QY6Xa10ezDkRARBQcGP0RERAGgS2q0r4dARBTw2O2NiIjIj/1y1whsPV6KS/pk+HooREQBj8EPERGRH+vVKha9WsX6ehhEREGBZW9ERERERBQSGPwQEREREVFIYPBDREREREQhgcEPERERERGFBAY/REREREQUEhj8EBERERFRSGDwQ0REREREIYHBDxERERERhQQGP0REREREFBIY/BARERERUUhg8ENERERERCGBwQ8REREREYUEpa8HcD4EQQAAaLVaH4/EPaPRCJ1OB61WC5VK5evhhDyeD//C8+FfeD78C8+Hf+H58C88H/7Fn86HGBOIMUJ9AjL4qaioAABkZWX5eCREREREROQPKioqEBsbW+8+MsGTEMnPWCwWnD59GtHR0ZDJZL4ejgutVousrCzk5eUhJibG18MJeTwf/oXnw7/wfPgXng//wvPhX3g+/Is/nQ9BEFBRUYGMjAzI5fXP6gnIzI9cLkerVq18PYwGxcTE+PwfA9Xi+fAvPB/+hefDv/B8+BeeD//C8+Ff/OV8NJTxEbHhARERERERhQQGP0REREREFBIY/DQDtVqNJ598Emq12tdDIfB8+BueD//C8+FfeD78C8+Hf+H58C+Bej4CsuEBERERERFRYzHzQ0REREREIYHBDxERERERhQQGP0REREREFBIY/BARERERUUhg8EMBjz07iIiIiLwrWK+vGPw0kl6v9/UQyE5ZWRlMJpN0P1h/UQPFsWPHcOzYMQBwOC/kG/v27cP3338Ps9ns66EQgOzsbLz00ks4fPiwr4dCAI4ePYpRo0bhiy++AMDPD18rKCjA6dOnUV1dDQCwWCw+HlFoq6iocLgfTL8fDH48ZDAYcP/992PmzJm4/vrrsXbtWl8PKaQZDAbceeedmDJlCi666CI8//zzsFgskMlkvh5ayFq9ejU6deqEq666CgCgVCp9PKLQZTAYcMstt6B3797YuXMn5HL+qfcls9mMO++8E7169cLBgwdRXFzs6yGFNIPBgOuvvx5du3bFunXrsH//fgDg54ePGI1G3H777Rg2bBguvvhiTJkyBXq9nn+3fMRoNOKOO+7A1KlTcdVVV2HhwoUAguv3g/+yPLB06VJ07NgRu3btwpgxY7Br1y7MmTMH33//va+HFpIWL16MDh06YP/+/Zg9ezYyMzPx1Vdf4fPPP/f10ELa4cOHMWrUKBQXF+PDDz8EwOyPL7z55ptITEzEoUOHsHPnTjz99NNB9aEViF555RXs3r0b//zzDz7++GOMGDECQHB9kxooFixYgPj4eJw4cQJHjx7FxRdfjIKCAgBghtQH8vPzMWrUKGRnZ2Px4sW49957kZeXh0ceecTXQwtJOTk5GDRoEA4dOoTZs2cjNjYWCxYswB133OHroXkVv5ptwLFjx/Dll1/i5ptvxty5cwEAM2bMwL/+9S9kZ2f7dnAhqKioCL///jvuuecePPTQQwCA0aNHY8yYMQgLC/Px6EKTIAiQyWQ4ceIEOnfujNGjR2P+/Pm44YYbEBYWJj1OzU+r1WLu3LkYPHgwVq1aBQA4dOgQVCoVUlJSEB0d7eMRhhZBEKDT6fDjjz/i5ptvxpAhQ7Bx40bs3bsX3bt3R9++fREVFeXrYYaMjz/+GEuWLMFnn32Gq6++GgAwYMAA6ZtthULhy+GFpLVr16K6uho//vgj0tLSMGzYMKxatYp/q3zkjz/+QHx8PH777TdERERg2rRpeP/99/Hf//4XEydOxGWXXRYUGbnA/wmaifiNnMFgQO/evXHDDTcAsH4zlJycDIVCIc1toOYnno/4+HjMnj0bN910k/RYUVER4uLiEBcXh5KSEl8NMWSJgU1xcTEuuugiXH311VCpVHjyyScBADqdzpfDCwni70dMTAxeeukl7Nq1CytWrMD06dMxbdo0TJ48GePHj8enn37q45GGFplMhtOnTyMnJweTJ0/G//3f/+HKK6/E559/jiuvvBKXX345tFqtr4cZ9MS5I5dffjl27dolBT4AEBkZifDwcH6e+0hZWRmys7ORlpYGADhz5gz27NmDhIQErFu3zsejCz1Hjx6FyWRCRESE9MWl+Pny7LPPBs01FoMfJ1u2bAFQ+8eyW7dueOKJJ9CuXTsA1m+GDAYDdDodhg0b5rNxhgrxfIi/fCqVCr1790ZSUhIAYM6cOejRowd0Oh3+85//YNy4cfj9998BcLJkc3D+/QBqz01ZWRmqqqrQuXNnzJkzB++++y5mzpyJOXPmBM0fTH/j/PsBADfeeCM6duyISZMmISYmBp988glef/119OrVC4899hhWr17tq+EGPXe/H61atUJiYiIee+wxnDhxAqtWrcLPP/+MVatWYfv27Xj66adZ/tZMnH8/EhISpC9rxG1DhgzBgQMHoNFoHLaT97n7/Rg2bBhiY2MxZMgQXHXVVWjdujViY2Px22+/YerUqZg/fz6MRqOvhhzU3J2P6OhoaDQa/P7779Lvyvr16zFv3jzs27cPy5Ytc3lOQBJIEARB+PHHH4WMjAwhMTFRyM3NFQRBEEwmk/S4xWKRbldUVAidOnUSNm3a1NLDDBnuzofZbHbZ77777hNWrlwp1NTUCEeOHBFuv/12ISsrq4VHG/waOh96vV7o1KmTUFhYKAiCIMybN0/QaDSCWv3/7d17UFR1/wfw9+4+XGIxE0pMRgdLURwMubTOMKiQMTnKbWyKkuKS1oBjg5U1XacsE62ExnSGmEQrdappLEoHAiSawYocuqACKYO4eSWn0FaUhd3P80c/9oFH/SWy7vk+Z9+vP88edj7fee/3HD+e8z3HT5qamobMHxq5fzpe7du3T5599lk5c+aMa9uRI0ckIyNDFixY4Olyde//y+OPP/6QJUuWyKhRo2TRokXicDhcc+e9996T0aNHS09Pj1al69LVnj9ERNrb22XixImyZcsWzxXoZS6XR19fn+vzI0eOSGVlpUyfPl0++OAD1/Zt27aJ2WyW3377zdMl69rl8ujt7RURkZaWFsnIyJDRo0dLZmamBAYGisVikePHj0tmZqakpqZqWLn78MoPgO3bt2PNmjWYM2cOIiIisHbtWgBD7/8dvGZh7969sNlsCA8Pd207ffq05wrWuSvlMfg+04H/dSguLsa8efPg6+uLKVOmIC4uDk6nE21tbZrUrkf/lIfT6YSIICYmBjt27EB0dDQ2btyIzMxMBAQE4OzZszAYDHz4gZtczfEqNjYWL7zwAoKDg13bwsLCEBgYCBHB+fPnPV63Xv1THmPGjHEdoxwOB4xGo+vqQmRkJHx9fdHa2qpZ/XpzNeePwfz9/eHn5+d6vDK515XyGPw00LCwMPz5558wmUx46KGHXOf3hIQE2O12NDc3a1K7Hl0pj4H1uREREdiwYQNKSkpw8803Y9u2bWhsbMT48eNht9sxceJEjUfgHl7d/Aw82WXy5MmYN28e1q1bh7S0NNTX16O+vn7IPoN99tlnSExMxJgxY/DTTz8hKSkJBQUF//uXATU2nDwGTmT/vZD+xx9/xJw5czBt2jTPFa5TV5uH0WiEzWZDRUUFnnvuOSQkJKClpQVvvfUWkpOTsXjxYgB89PVIDWd+GAyGSxbSX7hwASdOnEBkZCTMZrNHa9ejq8nDbrcDANLS0vDwww/jiy++QG1trasxamhowMyZMzFz5kwthqAr13I+FxGEhoYiJCQE33//PQAd3M6jiOHmISIwGo3o6upynd93796NmJgYWCwWj9evN8PJY8KECcjLy8PGjRuRnp4O4O93MFmtVkyePFmT+t1Oy8tOWjl06NAlt+EMXII9cOCApKWlDbk1ZPC+DodD0tPT5c0335Tly5eL0WiU7Oxssdvtnileh0aSh4hId3e3HD16VJYuXSqTJk2SXbt2XXY/ujrDzWPgt//ll1/Kvn37hvzdV199Ja+99po4nU7mcY3cMT+sVqs88sgjEhERIU1NTde/aB0bbh4Dt791dHRIdna2mM1mWbRokTz44IMSFBQk7777rojweHWtRjo/nE6nFBYWSnx8vNhstutfsM4NN4+B2xFrampk7ty5EhkZKaWlpZKXlydBQUFSUlLisdr1aKTzo7OzU44dOyZZWVkSHR0tR48evf5Fe4BXNT8ff/yxhIWFydSpU8ViscjmzZtdnw0OvLy8XKZPny7l5eUiMvReYavVKgaDQQwGg8THx0tLS4vnBqAz7sijurpaVqxYIePGjZPExEQ5dOiQ5wagM9eax+B7t/97f/6D7tq5Y35UVlZKQUGBBAcHS2Jiohw+fNhzA9AZd82P0tJSefrppyUvL0/a2to8U7wOuWN+DMjPz5eCggLXugcaPnfMj71790pqaqrcc889kp6ezvkxAu6YHz09PfLiiy9KUFCQzJ49W9rb2z03gOvMa5qf6upqCQsLk02bNklVVZU8+eST4uPjI2VlZa7FpgOT8NixY7JkyRK588475a+//hKR/ywGO3DggGRmZkpNTY02A9EJd+VhtVpl8+bNUldXp81AdGKkefDKp3u5a350dnbKpk2bpLa2VpuB6ATnh1rclcfAVTnmMzIjzePixYuu73I4HNLd3e35QeiIO49XP//8s3zzzTeeH8R1pvvmZ6DDXbVqlcTGxg4JddmyZRIXFyc7d+685O927dolcXFx8vLLL8svv/wiCxcuFKvV6rG69cpdeaSkpDAPN2AeauHxSi2cH2phHmphHmphHldP9w88GFgQ39LSgttvvx0+Pj6uZ8avXr0a/v7+qKiowKlTpwD8Z8FXUlISLBYLXn31VcTGxqK/vx9jx47VZhA64q48+vr6mIcbMA+18HilFs4PtTAPtTAPtTCPYdC6+3K36upqefzxx6WkpEQaGxtd28vKymTUqFGXXOYuKyuT8PBwqa+vd+1rs9mkpKRETCaTJCYmSnNzs2cHoSPMQy3MQy3MQy3MQy3MQy3MQy3M49rppvk5ceKEpKSkyNixYyUrK0tmzJgho0ePdv0gfv31VwkNDZWXXnpJRGTIwsZx48YNeaLIwYMHZdasWUNetkXDwzzUwjzUwjzUwjzUwjzUwjzUwjxGThfNz/nz5yUnJ0cyMzOlo6PDtd1isUhubq6IiJw7d05Wr14tN9xwg+texoH7I+fOnStLly71fOE6xTzUwjzUwjzUwjzUwjzUwjzUwjzcQxdrfgICAuDn54fc3FxMmjTJ9Sb5BQsWoLW1FSKCUaNGYfHixYiJicH999+Po0ePwmAwwGq1oqurCxkZGdoOQkeYh1qYh1qYh1qYh1qYh1qYh1qYh3sYRES0LsId+vr64OPjA+DvNzQbjUZkZWXBbDajrKzMtd/x48eRmJiI/v5+xMXF4dtvv8W0adOwY8cOhISEaFW+7jAPtTAPtTAPtTAPtTAPtTAPtTCPkdNN83M5CQkJePTRR5GTkwOn0wkAMBqNaG9vR1NTExobGxEVFYWcnByNK/UOzEMtzEMtzEMtzEMtzEMtzEMtzGN4dNv8dHR0ID4+Hrt370ZsbCwAwG63w9fXV+PKvBPzUAvzUAvzUAvzUAvzUAvzUAvzGD5drPkZbKCXa2hoQGBgoOuHsGrVKhQWFqKrq0vL8rwO81AL81AL81AL81AL81AL81AL87h2/9K6AHcbeMnTDz/8gHvvvRc1NTV47LHH0NPTgw8//FD/L25SDPNQC/NQC/NQC/NQC/NQC/NQC/MYAU8+Ws5TLly4IJMnTxaDwSB+fn6ydu1arUvyasxDLcxDLcxDLcxDLcxDLcxDLczj2uh2zU9ycjKmTJmC4uJi+Pv7a12O12MeamEeamEeamEeamEeamEeamEew6fb5sfhcMBkMmldBv0f5qEW5qEW5qEW5qEW5qEW5qEW5jF8um1+iIiIiIiIBtPd096IiIiIiIguh80PERERERF5BTY/RERERETkFdj8EBERERGRV2DzQ0REREREXoHNDxEREREReQU2P0RERERE5BXY/BARkaZyc3NhMBhgMBjg4+ODkJAQJCcno7y8HE6n86q/Z+vWrbjpppuuX6FERPQ/j80PERFpbv78+Th58iQ6OztRWVmJpKQkFBYWIiUlBf39/VqXR0REOsHmh4iINOfn54dx48YhNDQUMTExeP7551FRUYHKykps3boVAFBcXIwZM2bAbDZjwoQJWLZsGWw2GwCgvr4eeXl5OHv2rOsq0iuvvAIA6O3txcqVKxEaGgqz2YxZs2ahvr5em4ESEZGm2PwQEZGS7rrrLkRFRWHnzp0AAKPRiA0bNuDgwYN4//33UVdXh2eeeQYAEB8fj7fffhs33ngjTp48iZMnT2LlypUAgOXLl+O7777DRx99hObmZtx3332YP38+Dh8+rNnYiIhIGwYREa2LICIi75Wbm4vu7m58/vnnl3z2wAMPoLm5GS0tLZd89umnnyI/Px9nzpwB8PeanxUrVqC7u9u1j9VqxW233Qar1Yrx48e7tt99992wWCxYs2aN28dDRETq+pfWBRAREV2JiMBgMAAAamtrUVRUhLa2Npw7dw79/f24ePEienp6EBAQcNm/379/PxwOB8LDw4ds7+3tRXBw8HWvn4iI1MLmh4iIlNXa2opJkyahs7MTKSkpKCgowOuvv46goCA0NDRgyZIlsNvtV2x+bDYbTCYTmpqaYDKZhnwWGBjoiSEQEZFC2PwQEZGS6urqsH//fjzxxBNoamqC0+nE+vXrYTT+vVz1k08+GbK/r68vHA7HkG3R0dFwOBzo6urC7NmzPVY7ERGpic0PERFprre3F6dOnYLD4cDp06dRVVWFoqIipKSkIDs7GwcOHEBfXx/eeecdpKamYu/evSgtLR3yHWFhYbDZbNizZw+ioqIQEBCA8PBwZGVlITs7G+vXr0d0dDR+//137NmzB3fccQcWLlyo0YiJiEgLfNobERFprqqqCrfeeivCwsIwf/58fP3119iwYQMqKipgMpkQFRWF4uJirFu3DpGRkdi+fTuKioqGfEd8fDzy8/ORmZmJW265BW+88QYAYMuWLcjOzsZTTz2FqVOnIiMjA/v27cPEiRO1GCoREWmIT3sjIiIiIiKvwCs/RERERETkFdj8EBERERGRV2DzQ0REREREXoHNDxEREREReQU2P0RERERE5BXY/BARERERkVdg80NERERERF6BzQ8REREREXkFNj9EREREROQV2PwQEREREZFXYPNDRERERERegc0PERERERF5hX8DbLGx4Dsi/MUAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAA1kAAAG5CAYAAAB82v6YAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8rg+JYAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOydeZwVxdX3f33vbAwwrAIiqwICiqLgQtQoyCKQxe1xiStxiT6YqLyahCeJiLsxgiaiJFHB4K5RE2XYRPZ9lR1Zhp1ZgBlmn7t0v3/c6b7V1VW93GXmzsz5+vHD3O7qquqq6u46dU6do2iapoEgCIIgCIIgCIJICL76rgBBEARBEARBEERjgoQsgiAIgiAIgiCIBEJCFkEQBEEQBEEQRAIhIYsgCIIgCIIgCCKBkJBFEARBEARBEASRQEjIIgiCIAiCIAiCSCAkZBEEQRAEQRAEQSQQErIIgiAIgiAIgiASCAlZBEEQBEEQBEEQCYSELIIgCIJoZDz99NNQFKW+q0EQBNFkISGLIAiikTNz5kwoiiL8//e//31Syly5ciWefvpplJSUJCX/ZPLNN9/guuuuQ7t27ZCVlYU+ffrgiSeewMmTJy1p7733Xmnbzp0717GswsJCpKWl4c4775SmKSsrQ7NmzXDjjTfGdV8EQRBE3ZFW3xUgCIIg6oZnnnkGPXv2NB07//zzk1LWypUrMXnyZNx7771o3bp1UspIBk888QReffVVXHjhhfjd736Htm3bYuPGjXjjjTfw8ccfY+HChTj33HNN12RmZuLtt9+25HXhhRc6ltehQweMGDEC//nPf1BZWYns7GxLmi+++ALV1dW2ghhBEASRWpCQRRAE0UQYPXo0Bg8eXN/ViIuKigo0b948KXl/9NFHePXVV3Hrrbfigw8+gN/vN87de++9GDp0KP7nf/4HGzduRFpa9PPppIly4o477sDcuXPx3//+F7fddpvl/IcffohWrVph7NixMZdBEARB1C1kLkgQBEEAAObMmYOrrroKzZs3R8uWLTF27Fhs377dlGbLli249957cfbZZyMrKwudOnXCL3/5S5Mp3dNPP40nn3wSANCzZ0/DfO7AgQM4cOAAFEXBzJkzLeUrioKnn37alI+iKNixYwd+8YtfoE2bNrjyyiuN8++//z4GDRqEZs2aoW3btrjttttw+PBhU56VlZXYtWsXTpw44Xj/kydPRps2bfCPf/zDJGABwKWXXorf/e532Lp1Kz7//HPHvLxwww03oHnz5vjwww8t5woLC7Fw4ULcfPPNyMzMBAB89tlnxn23b98ed955J44ePWpbRizt/sMPP+DOO+9Eq1atcMYZZ+BPf/oTNE3D4cOH8fOf/xw5OTno1KkTXn31VUueNTU1mDRpEnr16oXMzEx07doVv/3tb1FTU+OtcQiCIBooJGQRBEE0EU6fPo0TJ06Y/teZNWsWxo4dixYtWuDll1/Gn/70J+zYsQNXXnklDhw4YKRbsGAB9u/fj3HjxuFvf/sbbrvtNnz88ccYM2YMNE0DANx44424/fbbAQBTp07FrFmzMGvWLJxxxhkx1ft//ud/UFlZiRdeeAEPPPAAAOD555/H3Xffjd69e2PKlCl47LHHsHDhQvz4xz827QNbu3Yt+vXrhzfeeMO2jD179mD37t2G8CDi7rvvBhDZs8XDt+vp06dd31/z5s3x85//HPPmzcOpU6dM5z755BOEw2HccccdACL762655Rb4/X68+OKLeOCBB/DFF1/gyiuvTPj+t1tvvRWqquKll17CZZddhueeew6vvfYaRowYgbPOOgsvv/wyevXqhSeeeAJLly41rlNVFT/72c/wl7/8BT/96U/xt7/9Dddffz2mTp2KW2+9NaF1JAiCSFk0giAIolEzY8YMDYDwf03TtLKyMq1169baAw88YLouPz9fa9Wqlel4ZWWlJf+PPvpIA6AtXbrUOPbKK69oALS8vDxT2ry8PA2ANmPGDEs+ALRJkyYZvydNmqQB0G6//XZTugMHDmh+v197/vnnTce3bt2qpaWlmY4vWrTIkq+Ir776SgOgTZ061TZdTk6OdvHFFxu/77nnHmG7Xn311bb58MyePVsDoP397383Hb/88su1s846SwuHw1ogENA6dOignX/++VpVVZWR5ptvvtEAaE899ZRxTG87nVja/cEHHzSOhUIhrUuXLpqiKNpLL71kHC8uLtaaNWum3XPPPcaxWbNmaT6fT1u2bJmpnOnTp2sAtBUrVrhuF4IgiIYK7ckiCIJoIkybNg19+vSxHF+wYAFKSkpw++23m7Rbfr8fl112GRYtWmQca9asmfF3dXU1ysvLcfnllwMANm7ciKuuuirh9X7ooYdMv7/44guoqopbbrnFVN9OnTqhd+/eWLRoEf7v//4PAHDNNdcYGjY7ysrKAAAtW7a0TdeyZUuUlpaajmVlZeHrr782HWvTpo1jmSwjR47EGWecgQ8//BAPPvggACAvLw+rV6/GE088AZ/PhzVr1qCwsBBPP/00srKyjGvHjh2Lvn37Yvbs2Zg8ebKncu24//77jb/9fj8GDx6MI0eO4L777jOOt27dGueeey72799vHPvss8/Qr18/9O3b19Q/w4YNAwAsWrQIP/rRjxJWT4IgiFSEhCyCIIgmwqWXXip0fLFnzx4A0UkwD2s+d+rUKUyePBkff/wxCgsLTem8mMh5gfeIuGfPHmiaht69ewvTp6eney5DF650YUtGWVkZOnToYDrm9/sxfPhwz2WypKWl4dZbb8Wbb76Jo0eP4qyzzjL2aOmmggcPHgQAi3dDAOjbty+WL18eVx14unXrZvrdqlUrZGVloX379pbj7J68PXv2YOfOnVLzUH7cEARBNEZIyCIIgmjiqKoKILIvq1OnTpbzrCe9W265BStXrsSTTz6JgQMHokWLFlBVFdddd52Rjx2yALnhcFh6Das90+urKArmzJljcVABAC1atHCsB0+/fv0ARBx7yDh48CBKS0vRv39/z/m74c4778Qbb7yBjz76CE888QQ++ugj9O/fHwMHDow771jaXdS2omMATNpCVVUxYMAATJkyRZi2a9eudlUlCIJoFJCQRRAE0cQ555xzAERiNtlpZIqLi7Fw4UJMnjwZTz31lHFc14SxyCb1uhkd76RB19K4ra+maejZs6fQ/DEW+vTpgz59+uCrr77C66+/LjQb/Ne//gUA+MlPfpKQMnkuu+wynHPOOfjwww8xYsQIbN++Hc8//7xxvnv37gCA3bt3W7SOu3fvNs6LSES7u+Wcc87B999/j2uvvVY6DgiCIBo75F2QIAiiiTNq1Cjk5OTghRdeQDAYtJwvKioCENVi8HucXnvtNcs1eiwrflKfk5OD9u3bm7zRAcCbb77pur433ngj/H4/Jk+ebKmLpmkm0zUvLtyfeuopFBcX46GHHrJoeDZs2ICXX34Z559/Pm666SbXdfXKHXfcgU2bNmHSpElQFAW/+MUvjHODBw9Ghw4dMH36dJMr9Dlz5mDnzp22cbQS0e5uueWWW3D06FH885//tJyrqqpCRUVFwsskCIJINUiTRRAE0cTJycnBW2+9hbvuugsXX3wxbrvtNpxxxhk4dOgQZs+ejSuuuAJvvPEGcnJy8OMf/xh//vOfEQwGcdZZZ2H+/PnIy8uz5Dlo0CAAwB/+8AfcdtttSE9Px09/+lM0b94c999/P1566SXcf//9GDx4MJYuXYoffvjBdX3POeccPPfcc5g4cSIOHDiA66+/Hi1btkReXh6+/PJLPPjgg3jiiScARFy4Dx06FJMmTTLFghJxxx13YN26dXj99dexY8cO3HHHHWjTpg02btyId999F+3atcPnn38e054vt9x555145pln8J///AdXXHEFevToYZxLT0/Hyy+/jHHjxuHqq6/G7bffjoKCArz++uvo0aMHHn/8cdu84213t9x111349NNP8dBDD2HRokW44oorEA6HsWvXLnz66aeYN29egw+KTRAE4QQJWQRBEAR+8YtfoHPnznjppZfwyiuvoKamBmeddRauuuoqjBs3zkj34Ycf4te//jWmTZsGTdMwcuRIzJkzB507dzbld8kll+DZZ5/F9OnTMXfuXKiqiry8PDRv3hxPPfUUioqK8Pnnn+PTTz/F6NGjMWfOHItDCTt+//vfo0+fPpg6darhUa9r164YOXIkfvazn8XcDq+99hqGDh2KadOm4YUXXkBlZSW6du2K8ePH4/e//73F6UOi6d27Ny655BKsW7fOcHjBcu+99yI7OxsvvfQSfve736F58+a44YYb8PLLL6N169a2eSei3d3g8/nw1VdfYerUqfjXv/6FL7/8EtnZ2Tj77LPx6KOPJszEkyAIIpVRNDe+bQmCIAiCIAiCIAhX0J4sgiAIgiAIgiCIBELmggRBEASRJIqKimzdpGdkZKBt27Z1WCOCIAiiLiBzQYIgCIJIEj169LB1k3711Vdj8eLFdVchgiAIok4gTRZBEARBJIkPPvgAVVVV0vN6/CqCIAiicUGaLIIgCIIgCIIgiARCji8IgiAIgiAIgiASCJkL2qCqKo4dO4aWLVtCUZT6rg5BEARBEARBEPWEpmkoKytD586d4fPZ66pIyLLh2LFj6Nq1a31XgyAIgiAIgiCIFOHw4cPo0qWLbRoSsmxo2bIlgEhD5uTk1HNtrASDQcyfPx8jR45Eenp6fVenyUP9kVpQf6QW1B+pBfVH6kF9kjpQX6QWqdQfpaWl6Nq1qyEj2EFClg26iWBOTk7KClnZ2dnIycmp90FHUH+kGtQfqQX1R2pB/ZF6UJ+kDtQXqUUq9oebbUTk+IIgCIIgCIIgCCKBkJBFEARBEARBEASRQEjIIgiCIAiCIAiCSCC0JysBhMNhBIPBOi83GAwiLS0N1dXVCIfDdV5+UyU9PR1+v7++q0EQBEEQBEGkKCRkxYGmacjPz0dJSUm9ld+pUyccPnyY4njVMa1bt0anTp2o3QmCIAiCIAgLJGTFgS5gdejQAdnZ2XU+4VZVFeXl5WjRooVjQDQiMWiahsrKShQWFgIAzjzzzHquEUEQBEEQBJFqkJAVI+Fw2BCw2rVrVy91UFUVgUAAWVlZJGTVIc2aNQMAFBYWokOHDmQ6SBAEQRAEQZigmXmM6HuwsrOz67kmRH2g93t97MUjCIIgCIIgUhsSsuKE9uQ0TajfCYIgCIIgCBkkZBEEQRAEQRAEQSQQErKIlEVRFHz11Vf1XQ2CIAiCIAiC8AQJWU2Uw4cP45e//CU6d+6MjIwMdO/eHY8++ihOnjxppLnmmmugKIrl/1AoZJv3gAED8NBDDwnPzZo1C5mZmThx4kRC74cgCIIgCKIuKa4I4NX5u3HgREV9V4VIQUjIaoLs378fgwcPxp49e/DRRx9h7969mD59OhYuXIghQ4bg1KlTRtoHHngAx48fN/2flmbvlPK+++7Dxx9/jKqqKsu5GTNm4Gc/+xnat2+f8PsiCIIgCIKoK578fAv+9t1e/PSN5fVdFSIFISGrCTJ+/HhkZGRg/vz5uPrqq9GtWzeMHj0a3377LY4ePYo//OEPRtrs7Gx06tTJ9L8Td955J6qqqvDvf//bdDwvLw+LFy/GfffdBwB46623cM455yAjIwPnnnsuZs2aJc1z8eLFUBTFFPh58+bNUBQFBw4cAADMnDkTrVu3xjfffINzzz0X2dnZuPnmm1FZWYn33nsPPXr0QJs2bfCb3/wG4XDYyKempgZPPPEEzjrrLDRv3hyXXXYZFi9e7KIlCYIgCIJoqqw/GFmULqu2t/AhmiYUJyuBaJqGqmDYOWGCUFUVVYEw0gIhNM9Md+Xx7tSpU5g3bx6ef/55I96TTqdOnXDHHXfgk08+wZtvvhlzvdq3b4+f//znePfdd3HnnXcax2fOnIkuXbpg5MiR+PLLL/Hoo4/itddew/Dhw/HNN99g3Lhx6NKlC4YOHRpz2ZWVlfjrX/+Kjz/+GGVlZbjxxhtxww03oHXr1sjNzcX+/ftx00034YorrsCtt94KAHjkkUewY8cOfPzxx+jcuTO+/PJLXHfdddi6dSt69+4dc10IgiAIgiCIpgkJWQmkKhhG/6fm1UvZO54ZhewM5+7cs2cPNE1Dv379hOf79euH4uJiFBUVAQDefPNNvP3228b5X/3qV3j11Vcdy7nvvvswevRo5OXloWfPntA0De+99x7uuece+Hw+/OUvf8G9996L//3f/wUATJgwAatXr8Zf/vKXuISsYDBoaMgA4Oabb8asWbNQUFCAFi1aoH///hg6dCgWLVqEW2+9FYcOHcKMGTNw6NAhdO7cGQDwxBNPYO7cuZgxYwZeeOGFmOtCEARBEARR31QGQpj4xVaMPr8Trjv/zPquTpOBzAWbKJqmuUp3xx13YPPmzcb/EydOdHXdiBEj0KVLF8yYMQMAsHDhQhw6dAjjxo0DAOzcuRNXXHGF6ZorrrgCO3fu9HAXVrKzsw0BCwA6duyIHj16oEWLFqZjhYWFAICtW7ciHA6jT58+aNGihfH/kiVLsG/fvrjqQhAEQRAEUd/8c2ke/rP5GB56f2N9V6VJQZqsBNIs3Y8dz4yqs/JUVUVZaRla5rREs3S/q2t69eoFRVGwc+dO3HDDDZbzO3fuRJs2bXDGGWcAAFq1aoVevXp5rpvP58O9996L9957D08//TRmzJiBoUOH4uyzz/acl54fYBYOg8GgJV16errpt6IowmOqqgIAysvL4ff7sWHDBvj95jZkBTOCIAiCIIiGSGFZdX1XoUlCmqwEoigKsjPS6vT/Zhl+ZGekudqPBQDt2rXDiBEj8Oabb1q8/+Xn5+ODDz7Arbfe6jo/O8aNG4fDhw/jiy++wJdffmk4vAAiZokrVqwwpV+xYgX69+8vzEsX+o4fP24c27x5c9x1vOiiixAOh1FYWIhevXqZ/nfj5IMgCIIgCCKVScCUjogBErKaIG+88QZqamowatQoLF26FIcPH8bcuXMxYsQInHXWWXj++ecTUk7Pnj0xbNgwPPjgg8jMzMSNN95onHvyyScxc+ZMvPXWW9izZw+mTJmCL774Ak888YQwr169eqFr1654+umnsWfPHsyePdvV3jAn+vTpgzvuuAN33303vvjiC+Tl5WHt2rV48cUXMXv27LjzJwiCIAiCIJoeJGQ1QXr37o3169fj7LPPxi233IJzzjkHDz74IIYOHYpVq1ahbdu2CSvrvvvuQ3FxMX7xi18gKyvLOH799dfj9ddfx1/+8hecd955+Pvf/44ZM2bgmmuuEeaTnp6Ojz76CLt27cIFF1yAl19+Gc8991xC6jhjxgzcfffd+H//7//h3HPPxfXXX49169ahW7duCcmfIAiCIAiivlBAqqz6gPZkNVG6d++OmTNn2qZJRKyo22+/Hbfffrvw3MMPP4yHH35Yei3vnOOKK67Ali1bpGnuvfde3HvvvabzTz/9NJ5++mnTMf6+09PTMXnyZEyePFlaF4IgCIIgiIYImQvWD6TJIgiCIAiCIAiCSCAkZBGeWbZsmcndOf8/QRAEQRAEkRqQIqt+IHNBwjODBw9OiGc/giAIgiAIgmiMkJBFeKZZs2Yxxc4iCIIgCCK1Casa/D7SfTQmEhGWh/AOmQvGCe+cgWgaUL8TBEEQjY3ffb4Flz7/LU5VBOq7KgTR4CEhK0bS09MBAJWVlfVcE6I+0PtdHwcEQRAE0dD5ZP1hnKwI4ON1h+q7KgTR4CFzwRjx+/1o3bo1CgsLAQDZ2dl1ro5VVRWBQADV1dXw+Uhergs0TUNlZSUKCwvRunVr+P3++q4SQRAEQSSUqkC4vqtAJBCyFqwfSMiKg06dOgGAIWjVNZqmoaqqCs2aNSN72zqmdevWRv8TBEEQRGOikoQsgogbErLiQFEUnHnmmejQoQOCwWCdlx8MBrF06VL8+Mc/JrO1OiQ9PZ00WARBEESjhYSsxoVCTtzrBRKyEoDf76+XSbff70coFEJWVhYJWQRBEARBJITqIAlZbiDRhbCDNvIQBEEQBEEQBpWBUH1XgUggtKOkfiAhiyAIgiAIgjCoCan1XQWCaPCQkEUQBEEQBEEYqBQKslFBiqz6gYQsgiAIgiAIwkDTSMpqTJC5YP1AQhZBEARBEARhECZVFkHEDQlZBEEQBEEQhIFKmqxGBcVSrR9IyCIIgiAIgiAMSJGVOvxt4R6MmLIEpyvrPh4rER8kZBEEQRAEQRAGtCcrdXh1wQ/YU1iOd5bvjzkP0mPVDyRkEQRBEARBEAakyUo9AuE4OoWkrHqBhCyCIAiCIAjCgPZkEfGy8VAx/rF0H9QmLLGn1XcFCIIgCIIgiNShKU+MUxUNsfeJUg+qrBvfXAkAaJOdgf8Z3LXOy08FSJNFEARBEARBGJCMRSSKvYXl9V2FeoOELIIgCIIgCMKgqZgLapqGe2esxfgPN9Z3VZIKeXCvH0jIIgiCIAiCIAyaSjDivBMVWLy7CLO3HEcwrNZ3dYhGhich6+mnn4aiKKb/+/bta5yvrq7G+PHj0a5dO7Ro0QI33XQTCgoKTHkcOnQIY8eORXZ2Njp06IAnn3wSoVDIlGbx4sW4+OKLkZmZiV69emHmzJmWukybNg09evRAVlYWLrvsMqxdu9Z03k1dCIIgCIIgGhPHSqpQURNyTmhDE1FkIdCQBKsm0ieNCc+arPPOOw/Hjx83/l++fLlx7vHHH8fXX3+Nzz77DEuWLMGxY8dw4403GufD4TDGjh2LQCCAlStX4r333sPMmTPx1FNPGWny8vIwduxYDB06FJs3b8Zjjz2G+++/H/PmzTPSfPLJJ5gwYQImTZqEjRs34sILL8SoUaNQWFjoui4EQRAEQRCNicOnKvGjl77D5S8ujCufpmIuGGLcoqf6LcdTvfq0FkzxZk0qnoWstLQ0dOrUyfi/ffv2AIDTp0/jnXfewZQpUzBs2DAMGjQIM2bMwMqVK7F69WoAwPz587Fjxw68//77GDhwIEaPHo1nn30W06ZNQyAQAABMnz4dPXv2xKuvvop+/frhkUcewc0334ypU6cadZgyZQoeeOABjBs3Dv3798f06dORnZ2Nd99913VdCIIgCIIgGhMr9p4AAJRVx6fJaipCFmsiGI/3PoIQ4dmF+549e9C5c2dkZWVhyJAhePHFF9GtWzds2LABwWAQw4cPN9L27dsX3bp1w6pVq3D55Zdj1apVGDBgADp27GikGTVqFB5++GFs374dF110EVatWmXKQ0/z2GOPAQACgQA2bNiAiRMnGud9Ph+GDx+OVatWAYCruoioqalBTU2N8bu0tBQAEAwGEQwGvTZV0tHrlIp1a4pQf6QW1B+pBfVHakH9kXokok+CobAlv1gIq1qTGBvVgeg9BgNB+LSI0BVLXyS7vcLhcMxlaGpUmKzrfo2n3jqp9L7yUgdPQtZll12GmTNn4txzz8Xx48cxefJkXHXVVdi2bRvy8/ORkZGB1q1bm67p2LEj8vPzAQD5+fkmAUs/r5+zS1NaWoqqqioUFxcjHA4L0+zatcvIw6kuIl588UVMnjzZcnz+/PnIzs6WXlffLFiwoL6rQDBQf6QW1B+pBfVHakH9kXrE0ydbCxQAfgBAbm5uDDlEpoXl5RUxXt+w2HM62l5z581DOmff5dQXgYAfujFe8tor0id5+/OQm7svphz2HvJBN16ru36N1Ht/HPXmSYX3VWVlpeu0noSs0aNHG39fcMEFuOyyy9C9e3d8+umnaNasmZesUpKJEydiwoQJxu/S0lJ07doVI0eORE5OTj3WTEwwGMSCBQswYsQIpKen13d1mjzUH6kF9UdqQf2RWlB/pB6J6JOStYeB/TsBAGPGjPF8/aOr5gMAsrKzMWbMVTHVoSGxbM8JYEfEffuoUaOQlR4RuNz2xdPfL0JFKKLZiKW9dVbtP4mzWjdDt7bWBX29T3qe3RNjrjs3pvx3fbsHC47mxV1PL+j1PjuOeuuk0vtKt3Jzg2dzQZbWrVujT58+2Lt3L0aMGIFAIICSkhKTBqmgoACdOnUCAHTq1MniBVD3+Mem4b0AFhQUICcnB82aNYPf74ff7xemYfNwqouIzMxMZGZmWo6np6fXe6faker1a2pQf6QW1B+pBfVHakH9kXrE0yc+v9+UT6xoWnzXNxQ0Jaq6SktLR3q633TeqS8UJgBVrO216VAx7p6xAQBw4KWx0nQ+ny/mMvy+xIyLWIin3jyp8L7yUn5ccbLKy8uxb98+nHnmmRg0aBDS09OxcGHUo83u3btx6NAhDBkyBAAwZMgQbN261eQFcMGCBcjJyUH//v2NNGweeho9j4yMDAwaNMiURlVVLFy40Ejjpi4EQRAEQRCNigQ5rNCajOMLxrtgPTm+2HSoxFW6eLqEghHXD540WU888QR++tOfonv37jh27BgmTZoEv9+P22+/Ha1atcJ9992HCRMmoG3btsjJycGvf/1rDBkyxHA0MXLkSPTv3x933XUX/vznPyM/Px9//OMfMX78eEOD9NBDD+GNN97Ab3/7W/zyl7/Ed999h08//RSzZ8826jFhwgTcc889GDx4MC699FK89tprqKiowLhx4wDAVV0IgiAIgiAaE4mKIdxEYhEjxDiEqC+5si48OdarC/cmMpZEeBKyjhw5gttvvx0nT57EGWecgSuvvBKrV6/GGWecAQCYOnUqfD4fbrrpJtTU1GDUqFF48803jev9fj+++eYbPPzwwxgyZAiaN2+Oe+65B88884yRpmfPnpg9ezYef/xxvP766+jSpQvefvttjBo1ykhz6623oqioCE899RTy8/MxcOBAzJ071+QMw6kuBEEQBEEQjYlETdjDTWRmzMbJqi+aSFM3STwJWR9//LHt+aysLEybNg3Tpk2TpunevbujZ5NrrrkGmzZtsk3zyCOP4JFHHomrLgRBEARBEI2FRE3Ym4q5YMAUJ6t+cCsYx1W/erQXbBojSUxce7IIgiAIgiCI1CBRE9qmYi7ICpOxCJaJEEabSls3RUjIIgiCIAiCaAQkSgMVbiIzf/Y2U16TFY/ji9gv9cSJ8hqUVtd/wOBUIS4X7gRBEARBEETjoi6cMaQCqkmT5f16JQFmeGodCLR1YS1YVh3E4Oe+BWDvir4pQZosgiAIgiCIRkDi9mQlJp9Upy4EHMc61H8VEsL+ogrh8aYylkSQkEUQBEEQBNEISJh3wcYy83fAdJsp7sI9njheSh0YDFIsLiskZBEEQRAEQTQCEuf4oqkIWfUfjLixt3V9tWsqQEIWQRAEQRBEIyBh5oKJySblMTm+SHVNVjyOL0jLVC+QkEUQBEEQBNEISJRWJBX2KtUFJhfu9VSHxt7UjVxRZwsJWQRBEARBEIRBYzdh01HjjJOV6Doki7pQZLH7vppKMGsnSMgiCIIgCIJoBCRqctvYtSs6YbW+a9B4XLizZTSV8eMECVkEQRAEQRCNAJrcekMlc8GkQJqsCCRkEQRBEARBNAKSNbc9WV6DsuogV5aGorKa5BRYR7BapPqSC+qi3EQETfYCiVgRSMgiCIIgCIKIg31F5RYhpD5Ihrvs0uogBj33LQY8PR9bjpQg/3Q1AOCZb3bgkue/xZebjiS8zLoi3IBcuDck7VADqmpSSavvChAEQRAEQTRUth09jZ/8bTlaNUvH95NGCtOUVQehAcjJSk9qXZIxud1TUGb8/bM3VgAAbrukKz5edxgA8ELuLtxwUZfEF1wHmPZD1Zsmq/FJJKzA2hjvzy0kZBEEQRAEQcTId7sKAQCnq8SarLCqYcDT8wEAPzw3GhlpyTMiqqvprC5gNXTCKSAApEIdEk0jvKWYIHNBgiAIgiCIJFERCBl/n6xI7h6mpqw1iAXWu2CqO76Ip37slqxkjRFzGezxphsJmYQsgiAIgiCIRkAy5s+NWW4zx8nyfn0ixIe6EIzNMaySXhyZC9ZCQhZBEARBEESSYCfiyZ5vNpUgwokirKaA4wuXsboS1bXJusu6FuQaAiRkEQRBEARBJIm6NJdKxtzWKc+GbAwWTgEX7nWxJ6suzAVZNMnfTQ0SsgiCIAiCIOqAZE84G5K54OFTlThwoiI5mbvErMnyTiKapq61j3VRWlM2EWQh74IEQRAEQRAJIBCK2H6xHgTN5oLJnXwm0uRN07SkaeFCYRVX/XkRAGDnM9ehWYY/KeU40ZA8+8XTt3VpsgpwmqyG08QJhzRZBEEQBEEQCeCS57/FkBcXmuIv1aVztUROaHUtTzIEw+pQdCNScWUg4fm7RTWZC9aPNKDUgcGlyVwwSbosmXfBpgwJWQRBEARBEAngdFUQJysCKGfctrMke/IZj6DAX9uQtDyxkgp7stwKPQlzfJGk+3S772vToWJsO3o6OZVIMchckCAIgiAIIoHUlzOIRE6g3Xq9a8jEK0g2FKcfdaEtY5E1a2l1EDe8uRIAsPf50UjzN25dT+O+O4IgCIIgCMIRfmKsCyCNWZ+lpoAmK1UEoISWYfo7+qu4ImoaGgw35pEVgYQsgiAIgiCIRoZX00E+NWtK11hpAvN8AHWzJ4tFNvZMsbQatfgegYQsgiAIgiCIOiDpe7ISmJdqOL5IYKa1pIqLbzUFghG7JVG1q0/vgk3NOQYJWQRBEARBEAlm65HTGP36Mizbc8I4VpcTeTeTWE3TpF4E3e5XqkvviYkmFRxfuCVhji8Sk401X038d13XI5UgIYsgCIIgCCJGZDLG3e+uwc7jpfjVrA31Uhc3k9i73lmLa/6yCDWhsCW9auzJSvx0OFnxt7zCCpJNYdIPJE+LaBayJOaCLj0QNhZIyCIIgiAIgogR0VRRQ8Sdu+V4Hc4r3Uxil+89gcOnqrDlyGlL3Qzvgk3FXDBF6pRs6uIuZWWwwnUT2PJHQhZBEARBEERjw8scViRfuDUXjFc2SYRS68CJCizaVej5uqYQCwwwCzfJumVW42nSarH1YNM3gbanOFkEQRAEQRAxIpIRGtr8UdU0i1mg2oBUDdf8ZTEA4JMHL8dlZ7dzfZ1pT1aiK5VwUntTllmwcjYXbEDDK2ZIk0UQBEEQBJFIJBPIupxXehH0VE2zxsnSHWI4XBuLJipZ7fD9kRJP6VVNrH1pbJj36tWFC3fx36wLd7UxN3gtJGQRBEEQBEEkENlEti5NpJwm05qDgJFMU7qkmax5zNccC6x+Jv1uhdSEeResE02WJA1zhoQsgiAIgiAIQorQ8UUKzB+d6qBKtA3G+QZoz+W1xoZzD6RGnyULczDi5CNbTHBy8360pKpR7dUiIYsgCIIgCCKByFfyk4sX0z1WkyA0F9RduCej0qmiyWoiLtzrwuGEzPGFOU0UXpP17vI8XPHSd3hpzq4k1K5+ICGLIAiCIAgEQioKS6vruxoNDrHjC7Gxnpv57aFTlZiz9Xjck2FnTZa96VZ0T5Z9Roo0UphN3ZIk0njNN9yAtHWNIRixZhpz5nPPfLMDAPD3pfsTXbV6g4QsgiAIgqgDqgJh3P/eenyy7lB9V0XIz95YjktfWIg9BWX1XZVGjPMU99qpy/HwBxsxd1u+99w9zKD5SbHVu6D3POsbtq6hsIo5W49j2qK9+MnfliH/tHUBoak4vmBJngt39m/xXje27IZojuoVErIIgiAIog54f/VBfLuzAL/799b6roqQXfkR4Wr21uP1XJOGTyKmj+sOFMdZB/tamAQMyM0Fk0FdCDTvLM/Dwx9sxCvzdmPb0VK8OGenJY3ZhXs9Ob5wmS5R9atr74IyHvlwI/62cE/S61KfkJBFEARBpATHT1fho7WHUB0M13dVkkJpdbC+q+CKNF8CosM2cTTN/eQ5kZgcHHhwfME6gNBJpildXYgz87abNYGVAet7xSRk1ZNipc6LTdp+OPH+NpkZ4fdHTuPVBT8kpzIpAgUjJgiCIFKCn/5tOU6UB3DwZCV+P7pvfVcn4SixBBSqB/w+Wn+NF7kL97qsgz0Wxxf89brji8RWK6mwE/2wi4qnmrmgpmlJeU/UhaN6s2AlGf8NajTFD71JCYIgiJTgRHkAALB8b1E91yQ5+BuIkEWarASg1b9wcvc7a1AZCEnPa4z2StWsE+OkarKS5eHOZs+PaFSnguMLs+e/+PN7e9l+DJ+yBIVlYic29Ronq/6bu04hIYsgCIJIKTLT/PVdhaTQUGQXf0OpaAqTCBfuIplcVTU88uFGTJm/W3JN9KKNh0owc+UBaf5mj4IC74LJ3JOVtJyjuBGgTLHC6l0stm8Xt93x3Oyd2FtYjte+je530ur4PuWarKYFCVkEQRBESpGZ1jg/Tb4GIrz8fem++q5Cg0fuwjq+fNcfLMY3W47jr9/tleRvLqC8Wq7JYoWssGqdAEe9CyZ3apzI7NmseCFLJLSmwp4st3itnmxva/LuU9yW5r9TvJETDO3JIgiCIFKKjMYqZKWwuSBrWlVQWoOC0mp0zMmqxxo1fBQkfuXeq1MYu/JZGSRsE4w4kVTUhHDz9FXod2bLhOWpSfZViWJ/8aSCuSBL5F4a6J4sN+aCSSo7VYnrS/bSSy9BURQ89thjxrHq6mqMHz8e7dq1Q4sWLXDTTTehoKDAdN2hQ4cwduxYZGdno0OHDnjyyScRCplXWxYvXoyLL74YmZmZ6NWrF2bOnGkpf9q0aejRoweysrJw2WWXYe3atabzbupCEARBpBaNVpOVujIWAmGze7lASOBujnCNlhLGZ/aYnEQI3AuqRjBie7ysHSzYUYCdx0vxxcaj0Xq4v1zIp+sPM3mxji/4PVnWiqac44s6yCxp++FMZbDHU6uN65KYv2Tr1q3D3//+d1xwwQWm448//ji+/vprfPbZZ1iyZAmOHTuGG2+80TgfDocxduxYBAIBrFy5Eu+99x5mzpyJp556ykiTl5eHsWPHYujQodi8eTMee+wx3H///Zg3b56R5pNPPsGECRMwadIkbNy4ERdeeCFGjRqFwsJC13UhCIIgUo/GuycrdaWsGk6oSuGqNgik5oJxTqOdBR5zx9lNak2aLNWauaHlSeDEuFmG9dmOd9L/3sqDwuNutFTxxslK9HOSLNPJZJUhy1felk1LyopJyCovL8cdd9yBf/7zn2jTpo1x/PTp03jnnXcwZcoUDBs2DIMGDcKMGTOwcuVKrF69GgAwf/587NixA++//z4GDhyI0aNH49lnn8W0adMQCEQ8S02fPh09e/bEq6++in79+uGRRx7BzTffjKlTpxplTZkyBQ888ADGjRuH/v37Y/r06cjOzsa7777rui4EQRBE6pHub5yarFQWXIKcJquprTgnmkQ0X7KHC6vFCYVVy8TYrbmgl7GSjIUGmQaFNxcUOhKp44E+4dPNuOmtlTGZKYqqGlY1/GrWekxxiDdV13uhkrUnsaER056s8ePHY+zYsRg+fDiee+454/iGDRsQDAYxfPhw41jfvn3RrVs3rFq1CpdffjlWrVqFAQMGoGPHjkaaUaNG4eGHH8b27dtx0UUXYdWqVaY89DS6WWIgEMCGDRswceJE47zP58Pw4cOxatUq13XhqampQU1NjfG7tLQUABAMBhEMpl4QSb1OqVi3pgj1R2pB/ZFaeOkPv6I1yn7TGJ/Z9X1/fH9UVgdM52sC5u+epmn4eks+OrfOwuDubUBEEZnayfo3GAzZnDMfV1XVcizMbK0Q5RMOhy2/ZeUFmOPBUBjBYIg7H6lrMCR3ngFEtBZux3MFN84A+zZxg2YSFqP3G+YCZWmatZ6ssMPWw+37ihUaTpZWIqdZum163Uxy7f4i4zlSmfdCIBiEookXmVTNOh6W7T2BedsLMG97AX59TU/TuXA4ml5VzWUk4/0TDEXzZMeWqmpMe1rHkqguBSUV+GDtYdwwsDO6tGmWUt9zL3XwLGR9/PHH2LhxI9atW2c5l5+fj4yMDLRu3dp0vGPHjsjPzzfSsAKWfl4/Z5emtLQUVVVVKC4uRjgcFqbZtWuX67rwvPjii5g8ebLl+Pz585GdnS28JhVYsGBBfVeBYKD+SC2oP1IL+/6IfJKOHDmM3FyxCVBDZtdxBUDEXCo3N7d+K1OL3h9FVQA7Jfhu8WKkKcCeUgWXtNew4aSCD/b6oUDDa0O8OV9o7PxwJNqvOt99twjQ/OD1UcuWLcP+5u7y3Z+Xh9xcs6fHncX2YyjvgA+skdL+/fuRmyv2RHiyGtD7fMvWrfAf2wJ2DGzcuBHqQQ3bi633x1JTXe16PK8ptOa1aNEitIvDx0pZabSd9+zZi9yaiFanotLc/vn5x5Gbe9R0bXVNNM2KFStwhPPH4fT9qAlEr//rZ9/i4vZOqppI+65atQqF2yNHjhyO9tncuXORbpGx9PfiEeTmHjKd2XZKNB4i6Y8eO4rc3Mh+tR3HoukWL16M9knwabP3dLTs5cuXG38fPhx9nx+rjKbR4esNAOOmf4cdJT68t3wvnhkUfd+kwve8srLSdVpPQtbhw4fx6KOPYsGCBcjKanxehyZOnIgJEyYYv0tLS9G1a1eMHDkSOTk59VgzMcFgEAsWLMCIESOQnm6/ekIkH+qP1IL6I7Vw6o+wqgGrIh/Qnt27Y8yYfnVdxaRTvOYQ/n0gshB43XWj69WlO98fewrLgc0rjfM/uuIq/Pyt1QirGrqc0xvfbMkDEIIGBWPGjKm3eqcieYv3I/ewWZC5Zug1eHbzcovd4BVXXon+Z4rnE3qf6JzdsyfGjD7XlKb5D0XArk0AIOyHLXN3A8ejCxQ9zz4bY0b1EZZ38FQlsGk5AKD/eefh2vM7AesXG+cHDrwIYwZ0QrPdRfhHbZkisrKyMGbM1dLzLMVrDgH7dpmOXTP0GnRt420he3d+GR76YBN+M6wXWu4/AFSWAwB69eqFMcN7AQCe3boYCEY1Z2d2OhNjxlxoyuf/Ni4EarV/Q370Iwzs2hqA++/HM1sWo7y2jPMGXIgxF3W2rfejq+ZHyhoyxNBkLftyO9YURYS/UaNGITPNZ9pbp1/T5ayzMGbMAFN+zXYX4Z+7zeNBT9+5c2eMGRPxm5C/4gC+OhgRPq+++hp0b5d4xcGavFP42471AIArrrgSr2yJbM3p0rULxow5H0Ck317+fpXputGjR0NRFKPeALCvPA2AitOByPsmlb7nupWbGzwJWRs2bEBhYSEuvvhi41g4HMbSpUvxxhtvYN68eQgEAigpKTFpkAoKCtCpUycAQKdOnSxeAHWPf2wa3gtgQUEBcnJy0KxZM/j9fvj9fmEaNg+nuvBkZmYiMzPTcjw9Pb3eO9WOVK9fU4P6I7Wg/kgtZP0RZlxTp6f5G2WfpaVFP7mKPw3pKeBFUe8Pld+i7fMbplQzVh7E6aqQ6Roiit9n7cc0v7iN0tLSXLefz+ezpPUzY0iUj4+ri1+Qh3HOz4xHxWcanwCg+CPPod9v74hGURTX9xRUrQsLaX7v7+jffbkdR0qq8dsvtqFvp6j6iW0zftuTz29tC9bS0y/oG6fvB7vPS/PQDulMWexiy10zNgAAvnj4R5ZFGEXQl+np8vGgKD6mjGgfiu4zEbDjiR9benn+NKvYkZaWbr1X5idb11T4nnsp39Mb/tprr8XWrVuxefNm4//BgwfjjjvuMP5OT0/HwoULjWt2796NQ4cOYciQIQAi0vvWrVtNXgAXLFiAnJwc9O/f30jD5qGn0fPIyMjAoEGDTGlUVcXChQuNNIMGDXKsC0EQBJEasI4X/Kns6zwO2E3/qRafh3fhztavuDK6ByHLastE1CUeh419nCyN+VtwbRK8FNSEEmNqWlEj3idmcuHuxrtgAu8xGHafl8z/x+bDJdh8uARHS6os5wpKq7Ht6GnTMTtHInLvgsly4e7sqVFUtCilyN1+Q8STJqtly5Y4//zzTceaN2+Odu3aGcfvu+8+TJgwAW3btkVOTg5+/etfY8iQIYajiZEjR6J///6466678Oc//xn5+fn44x//iPHjxxtapIceeghvvPEGfvvb3+KXv/wlvvvuO3z66aeYPXu2Ue6ECRNwzz33YPDgwbj00kvx2muvoaKiAuPGjQMAtGrVyrEuBEEQRGrATlAaq5DFOk0MqSrs9rnUNXxcrJDKTsCZvyl8liu8TDITWq6H/DXN3Mf8pW7zOn66GpO/3o4JI/qgZZb9Kn9YMH5icZ0ekghQJu+CXBrRW4VNE2/f8B46eczCjf07TuT1cMXek/jJ35bj2wlXo1eHFgDMsfdUVTNphGTCVNKGIOvC3UMIA1XT4Idck9WQicm7oB1Tp06Fz+fDTTfdhJqaGowaNQpvvvmmcd7v9+Obb77Bww8/jCFDhqB58+a455578MwzzxhpevbsidmzZ+Pxxx/H66+/ji5duuDtt9/GqFGjjDS33norioqK8NRTTyE/Px8DBw7E3LlzTc4wnOpCEARBpAYhhwlKY0BJYU0WP0EMSyafIZKyXJG0WEQOU2SroCRPzw5BVdMsddYn+m7uZcaKA9A04Omfneec2FJHz5dYBCgRbrRU5jTxdVrIQZPFVtlJiLB7P3x/uMQQsliNT1jT4GN+m+8s+QGB3bSkUJMlONZIZKz4hazFixebfmdlZWHatGmYNm2a9Jru3bs7eqK55pprsGmTfKMlADzyyCN45JFHpOfd1IUgCIKof1hzNTcTqIYIO3GQrcTXFxZNlkToVbXIxJ0PetuUETVFQuJkJaCJ7YMR25sLeo1FvLew3Lk+CdKjSDVZzN+8oGIN1GwWLOPWZDksQLDtzdZEZBpn93pg82E1WWFVQzqrHK/jV4wsRplTu9Z1rLK6hIyrCYIgiHqHNRdMMfkjYdhNAOsbO3NBnnjqXlETSrl7jxfx6nxyzAWdrufP2+7JYro8rGoWAaiuJr+xlCLTtNoFI7bLI9Z6sDhrshghS2E1TmITOje41Y6bs0t+v8YbjLixLOKQkEUQBEHUO6zmpLGubLIT71QTNOwcX/DE6izgZHkNzps0Dz+fttxyrjIQwvHT1s3+DZVk9a6jkOWhZLO2QbNUWh+vbh0lJEpL5QbZGGTrwC8U8NP2RDq9AJxNntninEQIXWBbsKPAco6ttUmTpfFCY93uC9RcGAy6FSgbh4hFQhZBEASRAgSagJDFzvlSTsjyoMmKdVvWot1FAIBtR61xZn700ncY8uJ3OHzKfaDPVMbLxn8ZsazmWzRZNsWZtT7W817NBd3gRetnR5jRGrkVJvjm5MdxLK8d9pqAJ00WUy+BSBEMq/j+cAke+Nd6QZmMuSAjZYW58uVjMDnINIpO+8GE9WwkUhYJWQRBEES9EzKZC6aWAJIozA4kUuserZosuSQVq/MLu3lTSa2b+OV7T8SUd33iZZN/QsuNswD2OYuYC/L5R/59d3leXOU4EctdSJ8fm8ycNFkxCXvMNU6aLC+PfDCsYudxcdBbmUbMTjNn0jElTZMl/luWRoc0WQRBEASRRFjvdo3V0aB5UptaN1kXmiw31IV8Pek/2/DM1zsSlp94USBJe7I85mWnOePNBWXeBdfknfJSxTpBqr3ykEci9mSxTnqcFk7Mji/sxYhgWHMllLFJeIdBidCmxop8T5b1RGotNyUWErIIgiCIeofVpCQrWGZ9w95XymmyLN4F5fWLWZPlYnk62RPAorIavLfqIN5dkScNaOsVmQlUsrwO2uXl5dkxu3CPL69IehdpYryOhw3Caxcbi4U3v3QrlNhhNhd02JPFnHZ6FoJhVarRlwlW/DtFZqaXNE0WF3dNmEZ0TNBs5PiCIAiCIBJEkzAXZP7+YPWhequHCD5Olq13wRj7x5WQleSuZ+8zlqKen70DEz7ZbJpQelmdT+QCgptyZcXN3XYcL8/dZfwOayLvgrGFUzhaUoUNB5Or/WKHUqzvC7eOIuxgy3Y2F3SffzCsSseKSQPJHA+rmqvgynViLiixHRSV3Vjf9wAJWQRBEEQKEDQ5vqjHiiQRdgI0a/XBeqyJFV6TZWfOGKu5IGsiJXdxntzOZ3P3ulauaRr+uSwPX2w6iv0nKoR5RtNKNFwAJnyyGb+atT6me01U+zz0/kasZcwAZcGIa0LeO/uKl77DTW+twvZjp11e4f2eZJosu5z4/k5EPD7zniwP5oKOmiy5uaDMTX1Y1Vx5XUyattjUD+53ZYlSNhJFFglZBEEQRHxomoZpi/biu11Wd8NuCTaBYMSpfFs1HjRZiTAXlHlXTHYTxTO2TOZ1DhoD2SSzOhDGF5uOYt72Ahwp9u6yXqIgsK2LG0TtompATSjsOg++7M2HS5wTiQ85wo4lqQbFAYtAEkM92GYLOu7JYopyKCsQVl09I2w+YU0zxw+T5F0XiiNZPdxqshqJjEVCFkEQBBEfS/ecwCvzduOXM63uht0SbGLmgqmGVZMlr20iHF/IhLjke+Rj/vZ4Ldsm7CRfNF5l9xHvXjynvTWxailUzdoeC3bkx6TJqgtY1+Vs+/Nmrya4mXuiHV8UnK62TetFCxkIyfdksR1vErJUjXNm4rq4hGAXoyyaRnBMcJD2ZBEEQRAEgKMxrMjzNAVzwVR26MFPToNJcHxhzqN+zAUtAXg9YBayGHM1QVqZ4wtWe8IKCiKcppluBCq39xgxFzSnXb3/FGqCyReyYulxmbngqcqA6zwSESeLHU9rD5zCDwVlNmndlxUIqa7iXPHmgubHSixwJc/xRfRvPmaXXdmiMdo4RCwSsgiCIAgX1ITCeGXeLuGG9lgdIbCYXLinsDASD6msofO0JysB98E6CSgsjWoAkm4uKHEa4AZ2XPolk3zH8plZsIOM5YjMq2EsqKom3FNUVF4TW4aSuiTKxNEn0SSeKpcLWbzb9MQ4vjD//mLjUZu07vdFBUJhuYc+1myVE7LMHv7EeSdrTxZbLy+LKKn7VowfErIIgiAIR95dfgDTFu3DTW+tspxLhPaB1ZykssYnHlL5trzEyUpEHDO2v3/77y3G30k3F2T/9lhW2CQg2Tvx0GB1JAGY29UnUHU518k+AX/W7S2qGvDuijzL8ZveWukyh7pFkWmyKmyELAdzwURgZ+XmxZQvEFZtHF+IFwp4TZZ0T1eyNFnM36y2W1ZfHeGerEaiykqr7woQBEEQqc+eQrkZTCImK2bHF3Fnl5KkshkkH+NHZu4DxG4uyI4T9u+dx0uNv5Ot7TObTXkrS5XsyfKinTGZHIquY/6uDIRxrKQKnVs3E+blRpPl9hZVTcN3OwvdJU4wsWhW2LZj+/GknZDFl8trspIt4HMaqFBYxU3TV+F7gYOQYFiTBoE2LxRw+6AkWi7Z9Yni6f9ux9ffHzN+89+EAycqsCbvJH73763W+ggr1DikLBKyCIIgCGdsvsyJEB6aQpysVL6vQChSt3S/gmBYs9VkxSoEsxMvU7yqOmwWzYM2gYc1LzM5vvDwADjtPWQPzVp9ELNWH8TSJ4eiW7vsyHmPdXYrwKiahlbN0nHcwXlDvCSqr32SPXEnK9ybN/LtX9emqusOFAsFLACoCalY+kOR8Jxsf5WqaTYmhsmzFKioCWHmygOmY28t3mf8vXBXIb7afAwyGrMmi8wFCYIgCEfsPsuJ+GizmpR4PbClKqlsBqm3f1a6H4C9tioWTdbCnQV4+r/bjd+swFWXHtFMzge8Xitx2x6rJksoAAkOLd1TJDwtFqBia0BVBVo1S4/p2nhJ5J4sTQMqAyHhNduPlZp+8+2X9BhtnHBkVx5vvsvC3i9vHsjv0RLWw0VdvSCq6678qOVDWbW4P4z6CCrUSGQsErIIgiAIZ+wmBInQ0LAr/LZumBswfDOlUjywQG08pOYZEQMXW01WDP1933vrURGIxlxiBTWz4JPkia7J45q3sry4nZfdh1ljK7rOipe9NW7MBcUxsTT0OzNHWI5bLEKL2+ti6HJ2TxZ/Oyclzi92HC/FATaIdBI0WXbCgfm5sS/NTsiS5RlWzT1QV3uy4n1fp/DaU9yQkEUQBEE4YicPJEImYiefbicYDQ2+DVPJfFB3RJGdEdFk2e3JSkh/q2JhJ9lyp5tgra6uddj78rM3VgjzYO97nWDPjej+vcQccqKiJoTdAjfjYU3D2Wc0jyFHbyRKiPYxs9cQNyBP2HhE3Hr0dLQufFXqUouqwVYiC4TdBYE2uU3nNFlyDXFibzTeWGqiMUHmggQRB/uKyvH2sv2oDrqPJk8QRP1h91kmTZY7+HZKJVf1umAbNReU143VQh0+VYlb/r4K3+4o8FQea3EoMx20Y8PBYryzPC8G5xXRv702vxcX3DJY1/iPfbLZ8zVOjjuctDMjpy7F6NeXCa+rr+EYS1uye7L4mG4yTRZg34eJEADthAMnL3ssbs0FNU6TxWZcVwG/4xWyRNXk3e03VMjxBVEvXPvqEgBAaXUIE0b0qefaEAThhN3kNxFmbwGTkJU6wkcisSycp9Bt6pM6Q5Pl0vHF7/69BWvzTmFt3ikceGms6/Jkq+xu20R3Ld4xJxM/uaBzjOV66wCZJstLPk77DUVn3Wqypi/Zh39vPGKb/9ESceDwRHgIrcvxbBayzJP8ymBY+k6yG2t1uh/QoSw7IcusRY3+befC3b2hondqQvEtlpPjC4JIEpsOFdd3FQiCcIPNlznR3gWDYRVP/3c7bpm+qlFptfjJeDLi9MSKLuQ2y3B2fPGvVQew5UgJAKCwLLZgtU7mdm7ZU1DuKX3YgzaBRxbI2Es3igL+soiaQma6yabdW1iOl+bssghkXly414VjFjf7yNzATsL5d0QgpEoFU9vFogTcvt3rihfw7bQ1fEgFFrPAFP0Vcuv4IsHd7OTYwglyfEEQSUIUjJEgiNTDzpQmEWZv7EQpEFYxc+UBrD1wCot3i90YN0T4CV4y92Rpmobtx0673t/Ga7LshIH5OwqMPUexajFlHtK85hdPrCuvzS/bR+bFzCxeTZasrNNVQdd1EJFK+wPdwM4c+CaNCFnicW+nyUpEG9gLcYkxF5RpslTNreOLxPb1r2ZtiOt6rY4E/PqAhCyiXvH7SMgiiIaA3Tcw0S7cWYFL5o65IWL1Lpi8st5fcwhj/7ocv5q13lV6vf2za70L2q2k62g2cXmckG7Q95yPt/SOLtRdXxvFSxPwThp4RFlJY3u5Ktdd5YLhZPt1jJCoMuzyCYbdabJideFexXjJbJll3nVjt0jAC3h2a8x2+5xkHjJDqmYqPyRZUEh0P8cr4GuwPkNKI1mAJyGLqFcax2NEEI0fu8l0IszeTOaCIdZ0sPGscNald8EZy/MAAItcagKDXJysihrnfRYnKwIxm1jJ9qfE44zCDWGZwOKmLInTDE/mgk6aLMFpn08ceFfjfsVDIp7hWOfFsTwGdtcEQqorE0u3e7I0TTMEq1mrDqDfU3PxRe3et4u6tTGltdPqe9kPGAip6NOxhaQ+4r9VVbP8dro+FbALotzQISGLqFcay2oFQTR27L6BidjLIPMu2JjcuVv2ZCVxYuHVSkCvSoY/cp0bDWJNSHU1ORf1IdsWA7u2jh73ql3y2IbxrOiHpZNkL+aC8vG8Ju8UthVb+022d8fNrbttnmBYjXvyrUCJSasdiw7NblIeCKsIStrZTmsqG8p3v7sW/Z6ai/zT1fjTfyIBtSd8+n0kj9r8zmrdrPZ35JrTVUH8deEeU1wuL4GwA2HVlYc99n5CqmbZoxUtL3YNrhM92mXHdb2mJT90Q31BQhZRr5C1IEE0DOy+gW5XIVUNWLCjEAWl1ZZzrMYqYBKyGk+YB+ukLnWErOh1kWlBRY2zkOV2L8XIqUssx1jhrE3zdCZPN7Vk6+AtfViyr8rztcxxL2afdpqsO99djw/3+a3lSuoZq8misF4J0hjLbk8fT4ka8nbPjp3wLxeU5Xku23MCAPDf749Ky9SfNz2Pp/+7HVMW/GByl8971LR7QgMhVaoZlMWVU228C5ozsCk4BuLNTqTJaix7tEjIIuoVcnxBEA0DW02Wy2XItUUK/vejzbjmlcWWc1JNViPyLsi3UzL3ZHl9t+qTmvRaTVa5KyHL3Qr0gZOVlmNuXE27waujjHjMBaUu3D3UWm7GJs9DkwgGbiaibu8xrCZGvyESVP6z+SjOmzQP79aasPLEMp+2e3aKKwK4b6Z4L+IfvtxmBCuOd9FjT0EZjhZHXOLraxp6HmtrA01XMbFAvThLcev4whQni1v0kI/XxBKvPBR5j/ACb3x5pgokZBH1Cjm+IIiGgvyr59Zka1dJ5HmvEgQhZwUr9gPrxlxQVTUUCrRjqUZd7slK88f2btWvc7MnC4j9HtjJoGnfnVdvgR6S7ysqx1uL98ValNRphifHF1KHDPJrZG2sAThRXoN/rToQtxttmXmdFxRFXNdHP94MAHjmmx1xl6FjJ2DOWn0QO46XSs+/vSyvNg8+T6cyzb9HTF2K/bXmgPq+Of01Jlrj8BQnK6xKt1PI8glxmqy6CkYcr3guWqxpLHu0KBgxUa+QIosgGgZ2k0C330O7x501V2InUG6ErF9/vAmztxzHu/cOxrC+Hd1Vph7gJyPJjJPleU+WcV2tuaCLPVmiFWi3mCeD0T72rMnyUP61r5rNFmWTw/KaEFpkWqdHsgDKXrpx5soDwuN2YyEscbgBAONmrMPWo6fRvkWG8Fq3E+BQODFutNkslu8pQg7nfU9Un//9YCOuO78T/vST/q7LiWc/Y3RBhzNRc2gru7MnywORNLX1Yuc21cEwstL95vABsN+THgipaC7uUlQGo88mW+eI4wtWkyVxY59gXVa88rnIXJA0WQSRAMhckCAaBm7jv9hhN++XmXEFXOwVmb3lOACYtBSJYsXeE/hmyzHTsUBIxZIfijy7l/e6ch4P/hjfrek+3fGFVZOVzmnHIpOjmIoxb9gPi/veaz5eEV26Nu8Uzp80D0//d7vlXE2INf1i8knApNXuPmRmZpoGbD16GgBwonaSb73WXflOXg/dwpY3b3uBocWy42hJFd5ZnudJyIunuvrCDV+ck7BgV73S6mBtvSKJ2LlN3z/NRd6JCk4D5WwuKHuESyqiLtN5zRWbayJCDtQFYU2DZmn7FKtkjJCQRdQrZC1IEA0De++C8QtZ5olkFC/eBd144/LKHW+vwSMfbsLhU9F9RS/k7sQ97651NYFk4dsplbwLGtf5dbMna9109+46GoCgQ//IJpO8VzTRcTfEow0UXfmXebsBiDVOrEmeaTqbgG50u4hhciPvomC3VWPjd3XKyXJ5lRmZuaBbvAh68WjddE0Wn4NT3e3aW7/UMBfkzs9YkWd5x9mtg5ysCOBI7X4vnuLKqEBtHhtmjZDs2ZizLV9ecAzEqwENhUmTRRBJgTRZBNEwsPvmufVNYfe0s/mzH9xgiji+OFkRndi8t+oAAGDBjgJPeVhWzuOYnJwsr8GXm46gWrC/DTALWdtqtR32lYv8k+6TTwsy0zghS9McHZNIHZyxK/DheMwFI/WYtz3fJAi7QTQ5zEyX338pE3TVbC6YCE2W/JzJXJA94aLY6mAY6w6cchRGQ0yMpcE92timtcOxLWxOywLwivopnkm4vgcwGZplva783CbM7Zdy03eyIL+61ixSXvQ424f6b1HCj9Yewp6CMucKuCTeZgupKnkXJIhkQHGyCKJh4Nb7mR12yhXZZm5PcbIk+b+38gBmrMhzn48Atu6xvrUsq7VxzBRv+fsqPP7J9/jz3N3C86yQ9ZO/LXedr53DjMw085RBg7MQLIsLxU76TfF8PDZJRMAqwK9mbcBVf17k6Vq++X81a73hrltEqcS5RCKmg241WTKNr4xvthzH/0xfhbcW77VNx/ZTPA6p4hF+agQLBpsPl2DQc9/is/WHuXLMBWXZCMc8+sIA/95y3JNlc3p4vw7menFNyO87SpSZK78Hy40mCwCOnU6co6B45aGIJst8jDRZBMFgN8nadvS01PMXmQsSLHsKyvDvDUcazSpWU8GtyZbt8y7pcy8u3EXZV9SEMOm/2zH56x04XSleGZZXKVon1hQx1sWhRE4k9hVFvJrN3XZceN6rBlCvSppNJ/FaHpFXMB7Z2JDuyfIosqiahtX7T3q6Jkq0rLLqIOZtt9dMyjQIiZgQ2gncZrftEP7txN+X7Lc9HwpHA9ny+/nmPHqV6bceeFdEPO9ukSZr/AcbcaoigCc/32I6zrfXvx/+EX4/uq+rcnQTV6u5oPu68vzonPYAAH0o80+RqnqLk2WHWevPHNfMYyJsI5BnZ1jjscVKvHsSw6rV6Qp5FySIWv701TYs3FmAOY/9GK2apZvO7SkoM1ZRD7w01nItmQsSLCOmLgUQ2fsx9oIz67k2BIv9Sru7POxW9WRZeNqTJXidsMJGTTgMIN2aSAIrICgJ0GTxd5kI74IygW/1/lMx5Zfmd28u6EaXsrewXHicvfWgKrOHcyYea1Kz8wpnZHuyErEoZGsuKHN84aGxyhzinpnc6HNDqleHFmiTnY7i2kUKG4tSZzfoNudYIau8JoT1B05JzWH5ctL9PteLtrrWzqv57t++2yM8fnb75pZgxPzcRtU0z+NNhjkYMfu3VQhXVc1wL8/Ca6XjId7XWDCsWvNoHDIWabKI+Jm1+iCOna7GJ+sOWc5tPFRse63dy5poumw5WlLfVSA4EuH4QiQPzFyRh2e/2SHNQ7ZPIyY8frhlk4dY14Z4y7n6Xq39dL8Pt/xjjUkQtTMV4ydmFs2coMEefn+jMC9p0FTbGovzYfP67effW+oRDKtCLSabyk2XyvZkJd9cUPx3IgmrqvQZT/f7TMK8nYOZeMY0673xgffW494Z60x7Ie3K8fsU145vdI+lvJDq1LbVQfG7KDPdbwh4IhfuAHDsdBWnCdVifo+wt856AdVgdSCRKK+RxRUB095JWX1iIaSKHF80DimLNFlEwhA9E04vPdqTRRANA7dCVmTyIH6uRfP3p7+2D1Dqxewt0d4F2fsya7IUxDK1TsZEQtTUbjVkKwp8AE5jxd4TxuTQ1lyQE7L4vglrGnxcHxwtEXtIM7meZrQo/1i6H6cqAnjl5gtcfR9UzTxV/nT9EVx3fidTvLTrXltqmFeysM3vpqxSkyaLzScBmiybPjPFV4rRXNAJtg9EzxF7RNZUCpQ492RFx9MqBxNQ3jNnmk/xLrRwdRX14yEXzlQy06JCqL6Qwrfhir0nsWJv9J7i6Tr23isYDaWqyT0m8rfmRYt+8GQFrn5lMfqfmYNcznQ0QnwDUSRkNQ4RizRZRD0TaywXgiDqFjvTpLBkEsjDfnDcfuTjNReMR/BiP/ys+U/MK9CW/GPLh0Vkcu11PxZ7n7bmgpwLd96Uy8vEzc6D5Ocbjhjxn5zzsY65Ek5rJRKwAO97Sco4TUT0b0/ZCLFrOtMihslcMHEEVVWYHx8bDXDwEurkBt3mvBetNd9efp/ievuBnspioSao2p/+Y78IBEScbuhl6wKQU1XiGTPsvZczQpamuddknSwPoLDMnfOL2Vsj+z53HC8Vno/f8YVVi9pIFFkkZBGJQ/hMOLxoWBW7zPaaIIj6x24S6Np0inkfyLzO8XhxfOGE1+82e88mTVas5oLczCExe7Ksx+Jxe5/uQZNVFTCX42Vi5OQFraLG3fcgrGkWYSnkIoA1YDbfdKNVZM0FZd4wY8UuZprMXDCRDoJk+w+zM9Isx+y0fnFpskLu5wD8vXvZk6UY8w7zcdEYcNrLBgDN0v3Q1ybc90nsDcVqNstZ7aoGfH+4xJQ2HI7Mrb4/Yj5+/7/W49LnF6JKEHSch12oOlJciSPFZu1evKNQpMlqLE7RSMgiEkYspi/6y/qOt9fgvEnzcEpif00QRP1iN3kwa7LspDE2P3flejIXFHyYzQ4KXGcFgJt4st4FY9SOWVdrk7Nc61bI0FGgGK3kZU9WFa/J8nA/TrHQ3ArhkdV7/lp39Zj45VZsrp2Uuql6mcmFe/SChMTJcmkuyFaULdbOzDOaXl5GMKwJ26CZob1kx78kf1gFXi9MW7TXtaAl0mR53X6wYp/ZXb+oC9xkmZXuj5oL1ubhpFXjPQF6gR1v5SZzQQ2TOfPrsKbh/vfkoQncaLPYW7ny5UW48uVFpn5KRDBifqElnjACqQQJWURScXpM9BfRyn0nEVY1LNiR2EjkBEEkBtd7smzyYKfNbr/LnswFBW8cs5bN22SAnTz4EqDJsropji0flkSYC7Kke/AuaBGyPNzQ3G3Rd71IKHIrKIZVq3AQdimgfX+4BNdPWxH54aI4mQv3RIjKbp8vWRPb9ZuOU//o7caOKOFkVzL+Nc15TNvd5+r9p/D2sjz7DGrhBds0n+Jek1X771uL93F1s1bOjQliZhpjLqi6NBdE7ONGZi4oavuQqmL5XnnsNzf3J0rBBkqOd/xH4nuZj5GQRRAcsSxm8M9RVnriYjcQBJE4bIUnl/tTNNPf1tgoIuLdkxXPBCDRLtz5iURCzAUR2dMwe8tx5NcGGHVjYmkJxFr701aTlc6bC5pNqbwEV2ZjUomELLeCYuRS8/VBj5q8SA721wRCqsm73GbGLCsRGkn35oLRH1O//cH4W7R3yi4fEaJ20z0Auxn/ustwO5y0nZsOldiej5RjFazTOA+IdsjSiZ13OdMsI2ouqPePmz1ZMWuyWHPBGnFYAR2nd4wbYUYkiJlMbeN8j0W0qLy5IAlZBGFC9KERvczYB9LnU0zXWeOwEASRCthNJGWTQGsm5mvcCBnx7slyKwCKrxUfjz0YMS/YJEAHogAfrDmE8R9uxLBXFwNwpwWStX2azWTduifLrMmK1WxO5BrarcmfaMIdi/AqqjrbP6zTCwB4bvZO22u9Ytd2rGDC3toXG48af2e4+HY69Y9uoskOb905ldm7oERIgdjkkMV50cS5MUVl+BX33gUVAD8UlFmOi9rHzbOemeY3hAI9CyeT4kjcrNgGjsxcUJRdIoQsp32f8WuyrCa/bGyvZJlV1wUkZBFJRfT4sh8MRTGvnvErpQRB1B+5W4/j+dk7oKr26/xuJ9dsKlWwl0aEF02WsEy3AqAAmYDmNO9as/8kth+zesezCAMxTB5KKgP4eG00JqECYMkPRQCiMXPcaIFMchhzP97MBa0u3Hn6dmppWw9VMMECvGmy+GKDLs0FzflYKzFvewH+viRiUlZtMw4TYy4ozyXIlC1L506T5SBkiTRZgsEuK0nVnMtw8iDo5p0gGmcZjMmeE2U1IYysDXzvVLabHNk9WbpQ4yS72JkLNnOw6DEJWcw+QZFGyUnIilVfZHo+43wAgqoqNP+MltVEhKy33noLF1xwAXJycpCTk4MhQ4Zgzpw5xvnq6mqMHz8e7dq1Q4sWLXDTTTehoKDAlMehQ4cwduxYZGdno0OHDnjyyScRCplNDhYvXoyLL74YmZmZ6NWrF2bOnGmpy7Rp09CjRw9kZWXhsssuw9q1a03n3dSFSCxCVbtDDBefopjs+rNIk2VLKKzi2x0FKG7sDkIa7ju1UfG/H2zEP5flYc62fIc9I9G/2XS8hsJkLqi6E3ri1WTF4/hCttfMbmJSUFqNW/+xGmP/utx0/MCJCsMVcjR/b/UBgIfe34Dff7HV+O1TrGvmbiYl/IRMb6d4HF+IZBsnIUumsXKrjQqrGj5Zf9h8LCZzQSsPvb8BL87ZhQ0Hi6XCflFZjVCg9ordMJ+/owD/2RzRWsmeGTsNpI5Tk+rPmsnJi2L+F7Ax5UqAkOVGayEqw+9hT9aJ8hrX+bph9PmdDI1f1FzQyfGFXOvntNi8r6gCz34TcXBRUSOO3abjpBF2c8eie2H7Md7PdSgs8i7IClkJDEhfx3gSsrp06YKXXnoJGzZswPr16zFs2DD8/Oc/x/bt2wEAjz/+OL7++mt89tlnWLJkCY4dO4Ybb7zRuD4cDmPs2LEIBAJYuXIl3nvvPcycORNPPfWUkSYvLw9jx47F0KFDsXnzZjz22GO4//77MW/ePCPNJ598ggkTJmDSpEnYuHEjLrzwQowaNQqFhYVGGqe6EInH7YNmjj1jjrXi5kPRlHl7eR7u/9d63PTWyvquCtGEOFlRY28uyHoXrH0TPP3f7Rj4zAIcY4PRssIYrB9WESWVQUxbtNdVPUWTgfg0WeJ87CZQR4rFwXefz91pOWa3l2HToWLc/e5ai1nT6v2nTL8VxbqY5U6TJdGI+OTTggxOyLLEyRLkGXSY5Mm8CLp2wy4o062pIYvd0DhRXiP1enfJ89+ioFQ8afeC09h89OPNtenE591ocZwEV7bNdWH70p5tLenkMpaza5kah1At+vWdcrLkaWRmvILljxsuOgsDzmplOpYh0dbGapZ2YdfWTDia2rq4mMrIWstNNd5Znodd+aWoYEx2RWPIab+Um7JEtxJwoV11S0jgvIZd7InXmqE+8SRk/fSnP8WYMWPQu3dv9OnTB88//zxatGiB1atX4/Tp03jnnXcwZcoUDBs2DIMGDcKMGTOwcuVKrF69GgAwf/587NixA++//z4GDhyI0aNH49lnn8W0adMQCERW5qdPn46ePXvi1VdfRb9+/fDII4/g5ptvxtSpU416TJkyBQ888ADGjRuH/v37Y/r06cjOzsa7774LAK7qQiQeJ02W/rCHeE1WgHUFmrTqNQpya1fC958QB9d0g6pq2HSo2DRBWry70DA5IggeRVFcmwvqf85ceQDlNSHD3ArgzQXda3JembfbXT0Fx8xClrvyjPTMBfzikPQayUtMNBGxm1jf9956LP2hCLf+fZVtHRVYXVe7cX/O1keBO8cX/DnLniyhl0D7usi0bm5N/kRN6Nb9uykfmxGe5lPw2fojnvP0gpMAlO5XsGhXIZbsFr+n3Xw7nSbD7J6suY9ehd8M64WJY/pFjrkwLIuYbibGXNBuHMqeG5Fg4/cplvS8RlbHrTUOS/MMf226WnNBXZNlf1mkLElTudXiHi8xu18XPwv2ecnaMhRWDffuojYIJHBPVihsNRdkn8eGrMlKi/XCcDiMzz77DBUVFRgyZAg2bNiAYDCI4cOHG2n69u2Lbt26YdWqVbj88suxatUqDBgwAB07djTSjBo1Cg8//DC2b9+Oiy66CKtWrTLload57LHHAACBQAAbNmzAxIkTjfM+nw/Dhw/HqlWRj5GbuoioqalBTU10Raq0NBLdOhgMIhgMCq+pT/Q6pUrdwuGwpS5hZvWvJhBAmt+HmhomjaairCra5sFQ4tq6KhCGz6dIX6iJpi76g1X0xVrOjJUH8cKc3fjROW3x3r2DURkI4d4Z6wAA3/9pmBF8sj4JqyoCgUDMDgaA1Hs+GjKaGjZNoPk2ZSfSgWAQGb5o2tLqoPEOZT+VgUAAUN0/m676UdMs6QLMb6/v8hrTtSHhtU7l6QhXgyV5AjBiBhZXOtVZM82ugsEgqmqc61kdiP42mexrYk2DoiBi48lQzpVTI2jfoM2kOhgMorpGbPosa+/iygBaZaUbv0Xu2gNB67fIjmAwiEDAJr2m4p3lecLr4iX6nrIPetu6WTrGzVwnPe/GbX2N3T0iqmVSVRU92mbh10PPZuroxgRVRSBgfx/VDvepqmqkPwSaQ72tagRlBINBaII28EFDmJuky+S3IDOH0f91o6WJlB2pb7i2/k6EQiEEQ+LtEW417gWnzUGBg4I2c+rzyDvR+s2/5R9rsOnwaXz50OVQBe36ytxdCIZVvHP3oLjjxAVCYQS4ccGa/FbWBNAiLc2ob33jpQ6eZ1Nbt27FkCFDUF1djRYtWuDLL79E//79sXnzZmRkZKB169am9B07dkR+fiQeRn5+vknA0s/r5+zSlJaWoqqqCsXFxQiHw8I0u3btMvJwqouIF198EZMnT7Ycnz9/PrKzs6XX1TcLFiyo5xpEhtEPe/Ygt9q84vx9kQIg8iLJnTMXaT6gPBi9Zs+ePUgr+sH4vWrVGpzYEb86K6QCT6zxI9MPvHRJOOa4NrGQzP4oLfFDn67l5ubGlMc/NkbyWLnvFHJzc0398c2c+WiRbnd1sonUY832/bhodR6GdVYx/Kz4xkP9Px8NmUh/bN+2DSWnfZCNvZMno+Ny/rz5yEqLXrvv4BHk5kYcNWhaVKha8O3C2kUDd58h+/EeyaOoqNCS7lRN9PziJUuws1lEJnHzTiisil67bPky5DWPHA8G5M/hntPRd97s2blGOScKfeCNR9at34BAnnh8t0z3oywoKsPcXmVlZSgIlhp55+bmmuqgw9eTfe7XrVsPNRzp3xXLllrKAABF07B7105TvnmHjpjuadGixejQzHzd8QLrfbN1Oh2w3hMAbNu+Hbknt5mOHakAXtmShr6tVCPPohMnLPn/sHc/csOsian9GMvNzUVJjTzdhnXrwLenfl0ca9VMHsDBcnn5AJCh1sBOP1JRWWV7HgAWfPutbRkHD0f68/Dhw8jNPWg6V10dHfNlpaXCsoqLS7BkqXj86BQUnbKtZ1FREXJzc1Fa5bek09uqKgRLGbm5udhSZB33R48cxulSxZRXcXGJsA4//LAHuVXmOUyJJK1OKBxCbm4uthVHyi4uLkFubi6Ki631Z9n8/ffISYelvgAQDIVsr9VZuWGL6fof8g6CfxaWLl8Ou/74btEitM20Ht90OHLNlK9WomMzzVLPtQeKAQATZ36LcMjcvl7Zs28/WpbsNdWzoio6nhcsXGS8V1Lhe15ZWemcqBbPb4dzzz0XmzdvxunTp/H555/jnnvuwZIlS7xmk5JMnDgREyZMMH6Xlpaia9euGDlyJHJycuqxZmKCwSAWLFiAESNGID29/mbGj66aDwDo1asXxlzby3Qu+P1xzNob2aQ9ctQoZKX7UVRWA6yPjJk+vfvgoh6tgW0bAACXXXYZLj/bagPulQMnK6CtWYHqMDBi1HWWvQTJoC764+OC9dhXFtmTMWbMmJjyeGXXMqCmysijuDKAP6xfDAAYOuxanNFS8MatI/SxtLU40l9fH/JjygMjY8orVZ6PRJO7NR8zVh3E67dcgM6tmzlfEAd6f1wwYAC2VB4GKiL7g/ix997RtUBZCQBgxMgRaJmVblzbok17jBkzGMFgEB/uXWhcM+zaayMepGrHnhN2410vq0OHDhgz5mLTuaMlVZi8cRkA4MqrfoySyiAe+Xgz/jC6L3524Zm2Ze4rqgA2R4LVXnHFlTivc+Q78MyWxSgPBYT1WrnvJLAj8j4bPXq04Yr424ot2HTSvMg38KKLMPr8TsKyn9+2BGXBGksZ+r3qtMrJQae2zbDlVKGRlq2DDl/PY8XlwPrI3s71le2g+EuBkIprh12D5zebnXYAEYuRAef1w5cHdhnHWrfrAJyMBjq98qofo1eHFqbrPilYD5SY95GxdTpWUgVsWGY5d95552HMZd1Mx5767w4AR7DrdPR93rpNW6C0xJRub3U25pe1xqSf9kWb7AxLm4nqcfx0NSZttHqcA4Ahl1+GN3euF17nlLcTer9sOlwCbF0rTde7yxk4+oM8qGxGZhYQsN8bNmzYtca3V0THTmcCJwrQrVtXjBlznuncSzuWoiQQMR9r1SoHRyutLtBzWrfCFVeeB2yRm7hmt8wByq3X6rRr1x6jRw/CY6utk+kWvS/FVb3aobQ6BKxbZDo3ZswYBL8/jvf3bjUd7969GwryioGqqIl9mzatcaDc6qzkHGYOo38/2rZtg3217zYRaWlpGDNmFLJ/KMI/d21CTqtWGDPmcsw6thZ5NtddcMGFkW/tzg2Wc2e1aY4DJ50n8md0PRs4FBWGW7fvBBQVmtJcfvmPbMfVNdcMRZc21u+IPq57dO+Oc85ojs/zdlnSAEC4ZUco/pORle0Y6datOy6/4ExgW7SeGRmZQO02oh//+Gp0bZ2RMt9z3crNDZ6FrIyMDPTqFRmEgwYNwrp16/D666/j1ltvRSAQQElJiUmDVFBQgE6dIh+RTp06WbwA6h7/2DS8F8CCggLk5OSgWbNm8Pv98Pv9wjRsHk51EZGZmYnMTOsEMz09vd471Y5UqZ/P50N6ejpCYRVptRtL0xlvgT5/GtLT0+Dzh9mLEFSjKyB+vz8h95KeFs0jLT3NVI9kk8z+YGOhxFoGq9lPT09HZkb0tz8tLSXGEku89UmV5yNRPPrpFgDAs7m78fY9l9RJmelpaSZjIb492XP+NHN7VwZU4zf7Gfb701Ak8fIlrIOLPtTfQTpVgTDKA8xmfn8a/vTf73GqIoj/9/lW3DS4myibaH7+6POWxjwbrBkrXy/FF73Gn5YmfBey+bu5L7s0Pp8CP+OsIj093VRvWR4+f/Tzv+FQibEQlZmRAUWx7u9QFCAj3TxlCHD7qSLveHM5MscX2RmRey+qEE+4fT5r22RnWtshKJjbHS2pxtGSfDTPSsPLN10gzJ8lPT0daWlyMza/5PuRkG9VbR5+QZ+xZHpw6y3Dn2Y/5dPnyaK2Zx1r+CT2dgoUaVvp8GPGmomCoOYT7i+6718b8Y+7BuGSHtaF2PT0dOEzlub3WwwdfRLnLoris963g8tCH5TasiNtq2q1z6CNAxkg8uzzfT5mQCd0bZONZhl+vPbtHtvrAaAioHK/Baa+Pvv+8AueWdPlPp/tuAnZ7C1zSxgKVuwzL8Swrw1/WnQ8psL33Ev5cS/vq6qKmpoaDBo0COnp6Vi4MLpSuXv3bhw6dAhDhgwBAAwZMgRbt241eQFcsGABcnJy0L9/fyMNm4eeRs8jIyMDgwYNMqVRVRULFy400ripC5F4NACHT1Xi/Kfn4Zmvd1jO6x8B06ZkTTO5AY4zcLgB+0GIYQ90yuImFko8xGtbTdQdp6vqzjbdybTO5PCAG0LsRnc22SvzduMnf7NqTBLJxc8uMJWhahqaZ7pfW4wlkDHrYY+9JE0wWYslaC6PyLugm2ztvI6J6qooisUZAe8BUPT+KK8R7/HSvcfdPF2s9RC1TZbAtXWVzR6g46erXX9T7JLJ+umGN1e4y9wFTnv7nc+72DPl6PjCXWPJnGBocH5OZF4ajTw0s1tynhV7T0g9Y4o8LPoUxTIGZK8zZ9+IcvRnQy/L2fGFtayh53bAxDH9bGPVsfDePVfuO2lJ4zQu3NyzvaOf+NoNiOzp/et3Zg+yIZPTobiyr1c8CVkTJ07E0qVLceDAAWzduhUTJ07E4sWLcccdd6BVq1a47777MGHCBCxatAgbNmzAuHHjMGTIEMPRxMiRI9G/f3/cdddd+P777zFv3jz88Y9/xPjx4w0N0kMPPYT9+/fjt7/9LXbt2oU333wTn376KR5//HGjHhMmTMA///lPvPfee9i5cycefvhhVFRUYNy4cQDgqi5E4tE04M3F+1AdVPHuCusmYV3YMclYMHuoivdh1TF5NWxEgkOaw+qYGywvd+ZnIiZ9ieaGN1eY3YDXIRM+2Yyf/G1ZSno3qsthrSiK+zhZ3DOsSQSVf29MvLc2fi5gieOkaWjbPANuYZ8H832JG2Pz4RK8PCdqVsPer1/w7CaiD5Xa/3TuemcNVuyVm5XpWCaqprqKA9D6HbwYit4fsgmzUyBm0XtbFKSV72NLOS7eaacqAjh4Uu6xNaRqGNy9jeX4pkMljnm7xek75XTenZBlf15/zzktqsjORwKMO3gXFKkeuTzKbYQsPY3beimK++9aPJ8/XcDT33dObahp1reIriF3G1TZKTwC4ELIcnHPdp4l7eJ9uUUk3Ms8uzY0PJkLFhYW4u6778bx48fRqlUrXHDBBZg3bx5GjBgBAJg6dSp8Ph9uuukm1NTUYNSoUXjzzTeN6/1+P7755hs8/PDDGDJkCJo3b4577rkHzzzzjJGmZ8+emD17Nh5//HG8/vrr6NKlC95++22MGjXKSHPrrbeiqKgITz31FPLz8zFw4EDMnTvX5AzDqS5EcuDfDaxZjf6ghLlJV3USNFksTh/zhoQ/AZosuzaOV+tXURPCh2sO4brzO6Fr28Q4i9l0qAST/rsd/7x7cELy88IXmyIBQNflncKPerWv8/LtqMtR7VPsF0BMwojd+EpkpQQs33sCT/93O34/ui+yBBNyTfO2PZu9F/nfmvGe+9NX27ArP2r+xk4O7AKz552ogE8Burdr7qF20XzZvJftOYFle5yFLNmzriASK6ua6y2fSJPFvUxEkyGpkBWDa2lRn/Ju5Fk0zd0E7eJn7TfTq6rmGCA2XmT1vKBLK2w5cjohk2VHF+4uY5NJNUGa8zfcMRgxgAqJ9lM/L7sNuSbLrZBlTRfZ91osv6i2SL3oXflleOzjTY79oUGT9ofboMpu+HjdIYd6OGMn84mERSdev22gEfcNEI87fp7YUPEkZL3zzju257OysjBt2jRMmzZNmqZ79+6OXtGuueYabNq0yTbNI488gkceeSSuuhCJRYNmefmyLxH9oeFXh2sSGNROh30paKmnhIgZWRBFne8Pl2D8hxvxf2P6YcwA8aZ+i6aB+R3vitHfl+zDX7/biz/P24U9z8fmmENEWXU9u22tQ++UbknUs+IGn6MmS2wiB8QXp4onGFZtTWlqQipmrjyAjjlZePiac4T19FIF87sKwr9DqmaY8W49at1Mb4eqaagKhDH0L4sBAHueH+3aVEhHgX1wZB1WGASsQg7bMqLFHEWxarj4GFcnKwL4dkcBrjn3DKT5fQiGVZysELtodwqSKlIei/Yl2U/I419lByJ97FYAiRWZ0KuHIHHUZLm4UackhiZLcI4dYrLx5kaodTYXtNdk8dqy3wzrhaF9OwAQCyeaJt5fKC7beqy7y8VCVsv71eZjjumFmqzaf91qsty8zL7Zctz2vJtvvl1t2P74zbW9ceRUpbE4KeOaPh1Mv0ULCOFGosmqmwBCRJNA1exXPPQHhd/nYFoVTlBdTJOJBvyA8oj2SrA8OGs9jhRX4X8/2ChNw7/P2OaJt612F0RW8WUBRmOlPrqQFWISYaaZaJLdJKZgtYr9h878TNsJ8bHX51hJFS5+ZgH+8OVWx7RHisWeuTwHI5bcF/u33eTbjQlYSVVUCGG1+q7DTihuwsRa7132rCuKZE8WrEIWH5tp3Ix1uP9f6/H3pfsBAI9+LF8sjcVcMFMggNqZC7rVZDkRVjVT8NVkIKtnZq0zBydNViL2ZOnmZzKzO9HffP5OzV3tYC6oabAVslhtWWaaDxNGnouLuummnNaKqZrm2lxQtHClH+vZXqxlNgQjj+qnkGqVsvR29ZpXPLh5POyEPrbP77q8O164cYBjfgr3GIvM8WPZD5uKpN7MgWjQ8J979uEY9pclWLP/pGlSooFXCyf+aUrFfUaxkuawyl1ebW/LDogmwfJzXtE3szcGWFMo0R6V+ibZHx72uVEUxbVjAP5xY3/H8yh+vPYQympC+GCNvfkLYD8J9IKs7mZNlnzSKDMxZPNk35mxtI9P4PhCBP8etNMkica7qsESCkPmKOGr2pVs3XRStJcqJkcOMTyGiRCyTlcFE7r/SoSsnrqzj1jMK61p7M+HPAiS3SQanni/IRrsHV9oiI5dfvIvek2HVes+MVkVRe2jH3L6Bnj9RBw/XSU1wXabl+x6OwdZA7u2Nv1etf8khr26GKsETjMMHBxfGMkkCzRO2YnGNvtuISGLICAO8Mm+3MprQrj1H6stKxRu93N4q0tyBbf6gvWuJbovN96h+MtMJp1xLtbW5QpcsmEXA1JSyEpy/uzih0+xL9DO8YWdKaEXshmvgE4TTqn3szg0WWzt2cNuNVkioSasaqYJVSzvKgXuzIv4iSavSWJ/ijS3YU2zCFmyfjCO1/4zfqjVdJPXgjnVF/AuY2laYrzLztmW75woTpw0WfE6vnDSRgPRsSx6fthjCoCF/+9qTL/THJMuYjpmW4QjTo4vWEcL/GtZ9ByEBXWStYPweO0hJ+GBN6F0+mQcPlUlNWN0ay4o686WWXIX45dxcUj/9NU27C+qwO3/XO2qTGsdmMU4RBaCHx/ex/Ya/v5EDjzMZuYNdw5HQhaRMDTNuidL9MLl92SZvcgkqi5MeQ34AeVpnhGdaIrMLtxo7fgU7O94tX6ubcnjpC4E5yAzO+O9qqUESWyDNftP4oqXvjN++xw0WSHeZShLgjRZX26M2vkXV4r3+ejI91x41GRJFoDY40GbWfwn6w7bpuP3ScXSPopLc0Eevjp60QoUpAlWwlVVs5jryQRMfrFHtM8srGq22jSnPVtuScQEzc3qfCz0aBfVBjntyXLWZNmXFdlXaZ/Ibizzz1S632cIgDqJMM/UNAdNlhb9pls0WYIZbThsdTAhayuxjBU5KFto059f/hvBtw1PTShsFbKgexe0vdRANiaaZ8rLjultYdOlvMUDADw6vDduHtRFeg3fb7EsuDQUSMgiEgq/miN6OHivMckwFzSvgiQky5SgWUb05Sla7XOjybIznYj3ZVYXGp9nv9mBS19YiILS6qSWw04gU3BLVlI1WeNmrsOJ8qgg41Psn02XMlZcz6K+3w8Q2/CzyEahXfmhsIoH/7Ue0xZF47XIYl6x+3PsJr/Pzd7J5J88TZabeROftVWTZa+5FWmyjkpCK/BtIvI0qmrmdrykRxvTedHimNfW0eDsUtwNyVo8qgiE8Z/NR1FeE5IuBupeDePd5qrAg+MLh9vVv/N8Og0JELIQFbJaCmLasYKcxZux4EEIaxr6ntmSy8O9Jovd/2WHG9NFU71UuRMetxYhsldP7w4txSdixK1nWbbarZrJtWl8v9l5CAUa9hwuBacORENF9ByIXmbsCmVNMIzFu4ts84gFJzOdxoDdap8dfHuwL9BU1WTptVp34BTeWZ6HorIarD9QnJSydLzsT6gPkrm4ZxXWrQE9zelZD6HmcybT3QS5aQyGnEyjxOXYbcz/blch5u8owCvzdgvPm0wEmcZw63VOtHdL1bjA6TFpstytTvMTSOvvaH4izY2mWfdkydDfI3oJZ7TMxNgLzrSkYYWsYX07ms4L2yKG9knE6z9RmqycLLPQUFRWg0c/3ozffv69dOKva0R255fGVbYoKC+P3VgWtQD/vnfj+MKJiHfByKRb5O49UoZYuyR67FVVw5RbBuIXl3XDXZd3r81DVrb8WAuJCZ5epkjgtCOkWjVsXs0F80vFixwv3ODsfMILduOG7SP2PdTaRsji7y//tNOCacOdw5GQRcQFv/fJuifLeg07QXlv1UFsPlwizC+uejF/NybHF6yA5BSwUYalNSSTx1hgrYKSIdz+Z3PUZExk0pRIWDvxVLRWSFTgbhHZGWZzE5/Dfo6wSZPFC/FMugRVOVZPb3b3IIzfwyTX301h1eytzO3Kvcjjpsq9M2PTZCmuHF/wOds7vhBPDVwLWfzkEcBF3Ib7sKYhyLQ5v1lfVD+vWhJNS8w3Jdka+tyt+dKJrK5BcfLK54SbPVlBY0+W6HrrUYswoMX/rlQ1zVhA/HGfMyznI9oycfmyPVkdc7Lwwg0D0O/MHKMMWdnW8iLHWtiY4AHWMeJmD51Uk+VyuG07ahW80/0KOrWSO6CKZR3U9XuT1WRl2wlZ5t/5pdW4qrc8DmVDnsKRkEXEhWnDu2ZdURWq322emERNZk2arFScIccIeyexarL4Nzv7M25zwSS7zq8KJD6mmgxWk2VXVH1pSpN5+9mcNzjFIU5W2FaTJf47HpzMBWXYle80kdYv5ct2e08izajFdJf52/XeCcWdQwj+ebF7PmWaG1mcPt6sS79X8yKc+RqVm2Ra3cPLTbfcwk7I48HtxHTKLRfiD2P62eQjz0i2GOhkpiZj9PmduLKd3+8nymtc5a3fRTLMBQMhFeWByLftyl7t8Nz151vSRM0FnTVZ5j1D+vXisu20p+x+aBG8gOfUDGFVrvVzE/dORjIWBGw1WZKwE3bmgj5FMS2qqJr9fKYhWyORkEXEhdkUSORd0HqN3cc9UY9SY/FMw8PeSkUgRnNBmz1Z8Wr97IKdJgK7yXyiYSfTsjH05uK9uPi5BdhXVJ7UuojjtySvvGYZ/IZ251VZIy13zrzgEXfVAMQuZFlM5Ez7CQQmcuzftT94ba/bWxJpicNq/O8qn+LWuyD3W9KEEQ9hEiFLMuE/s7V55Zy/V0WxajhDnGttq+lZ5N/qYBiFtfsvY9HeJmKxx+27rH2LTPzyyp4xlSHre6ewHTJacIKvU0BxFtEkX6zdMv/mAwXHQlUwbEy4m2em4bzOOabzmhYdu268Cw49twNzXs9DXEfhe7b23+aC/WEAG0CYz0uY3CDyjIgTxSMm6Z5Bf3vduYnL2+ZmWKsCNu8chz1ZvAfTjTYhEhryDI6ELCIu+EkI/wCLXlp2H6zECUTRfFJ8a40n2EmGbrfuFb75E7kni11FS4aQxZrwJXtxizXvko3LP8/djZLKIJ5nHBwkmpfm7MKQF7+zrDIn8/azuVVbVbMXtMxhGORCfKIeRUfHF5KZBD9mLG7q9eMil8K1LR4M8Zosdz0RkOwvMeflKisTbs0F+QETkyZLJmS1amb6XVYbr08kpLIY5mmKPPzHda8txaUvLMTRkirvz7yWmFVwt8HVFSV2TYKsO2JVTFj2KyHxC44i7U28RXTKyTKErBaZaTirtXlsaYwgx5cveg5uuOis6PnaGYqsHez2ZDnGyeLOOy0IiDRZejDyeDRZ+gLJmTYmgzKun7YCexgHQzr2mixGyGLq3SY7Q3qNoog9mMpoyAvlJGQRcWGOgSPYk+XRrj5x5oLuymtosPcVq7mgZc9MAjVZJiErCe0eZiY7ewrLMG978uLX8EGz7Uim6eL0JfuQX1qNd5bn1VmZvCaLHzUfrDmIB/+1HjWhyKSA9xhqutLmXKwEnBxfSNZrLbGimPHOfvSDhrkbk1iLpF+6pwgwH3aFSJPFm8zF8q4SCSg6PzqnnfG3JX6Z7Z4scYaZfvG+lM7cRBgAPmXc18scp+imRgrEAUo1TcOBk5UAgFX7TsY05hMx5uwCTrM4aRRlp32K/N0b64Sb70MvmixxRdg6RfNkicebox5zS9WiQnrzzDR0yMnCk6OiWhkN0T7lhyn/3F/Vu71J+NGrK6ui2Ltg7UIAgHPOaG45r/ePTBMrIyTYk6Xvu4vH4k9fIJG9A+2G0+bDJfjfDzZajrvdk8VmPeCsVrb1FIV1kNGQp3AkZBFxwe+3sLpwt17jNnhnourlRXA4fKoSf1+yL2anEkmHuTEnIUvmHc+uOeIVjNju97qCbDuBqj3FTnZe+3YPfjVrA1bvt4lU76LMw6cqheeCqvv9X3XxDajLDw3v+ELTzM/mH77chvk7CvD+6kOoqAnZPmNmISIx9YtVk6VpcqGGnSSJHGv84u01OOf/cvHox5u5PB2rC8D8PPbt1LK2fL5+7vJiiQhZ4htuxuyts9PimTMUByMG5JqslllpFvO03/57i/n7IHhK9AmaIpAUw5qGksqg8btjTqbn9kmUC3e35qmxzo39PkVaz1g9tvKTWDd7suxwZS7ImL/2bG8VSOzQx1xI1QxTeN1Erx/jgl3TNGPseg0ArKeXO76wHtMPKQrw+Ah5kF2+bKe2Vm01WbaX2qIL17HmUcw8czp2t8K+K9mx6vcpePV/LpRe58VjZ0NeKCchi0go/GNjtzKUTEwaNg/FjZy6FC/O2YVX54vdONc37K04CYJXv7LYORPuZzhO92/sS9arp0I3/STKc9vR057KYXnqP9tx1Z8X4f3VB61lmcwF7fOpi325lk3mSSzTImRJynv2mx04b9I8kzmVVZMV/bvOzAUlxyPmTNEKmWO8RK+qro3b4m4PkLuO0NvoqZ/0xyU92kbK18xunGPSZNm4yGBX8S2OL2LQZMmErLCqOXo0Y4vXJ1iGkAWxqfnpqiBzjS+m9kmMkBXJQ6TJMBGHaZ9cyIotT34S6/M5u3DXEU3QRcIeX7ejJVXYfizi8a61jXc5Ef5aTXIorKKi1hReF9z5gN2GuSA3HHmTPZkQJhsS4r2vUYGOX0gw520uq2NLe3O9iCbLXJ6uyYotvHgE2QKJW0Tjze0zZIlbZnMbpMkimgTxmhyZhRnN8pERZW83P0rUw2TSZHnItKp2JYl1K59KsLfipMk6WlIl2chrPsamEbqxjhGvmiw3L3K3MYncMqtWuBLFRmI1D073kmxPh8IyE6Q/0zQNU+bvxtffHzOONUvn92S5L81ilmYSImKupgldyHp+9g78/I3llvNu92TJzIovfWEhjp8Wx6Dhca3JqtWMntuppXQDfuyaLPE51tsnn7Xc8YUiXWWWCV+qpmFvodX5CzsW2HvVhTXdXNCnWPeV8S6uI04VxHWWEdHAertGRDRIr8O+HBfqg5duHGDR8vhtYljFqsniHWYokL+n3BQh6ntRe0z99gcA3uudXischFXNWEBsXus2nR/HRpwsz5qsyL9uXbirzPhRENHYWvLUy+YKt5pcmwmrqlWTFUqkJktiLuggwIkuS8bnjfZkEY2ePQVluOT5hfjXqgMx58GPff4BFk3N7IQe2cO04WCxi4B14nxi2WfUrnmm52vqAva+3Di+cOMGmW3yAycrYq6bpWyPL0Y3qd3ujfAKH6MHqFsnG26wrvQnJt+1eafw1+/24tcfbTKOicwF3ZZndawiPyfCzcp9oFbY/ueyPHx/xKrJtAtGbPptE+9qxooDru7ZbTfoCwTpfp9RP5Eg4RVFkeuyfD75xNLW8YXHGHROixAKzH2vr2JX64s6inV88Ytxd7y9Bs9+s8NTvTQkxgGP3neOk3iHfBQAt13aDf+8e5DpuJ0mK9YJN/9OU2wEOV5YEY0nVsjSz9tVzacAT/+0v7vKMvkHw6rhJEY3d2UFNo0Rtq2CHH8ffJ10c0FxHUzPoqrhL1v8mLHyoJGZzMNgJG/zb6dxJ96T5ez4olm6vfAW3ZMVG2Ivq4nXZE25ZSCy0n0mxyQyGrCMRUJWU+b3X2zFifIaPPWf7THnYXZ84c6Fu9c4WVuPnMZNb63E5S8ujKmOsWgZ2ng0dUgEbiYDbAo3ji9EEym7idzewnIcK6nCxC+2YHe+1cuQY/2YrL1qnVyZCyZYk6UjMrEwxcly+MjUx0pbokpkTbJ0LC7c4f45stPOuMnBjXc22X5DHVkO/LuHfT74seV2kuK26/U9fml+xbhHO82a28m1AvmqeUQA0yvKlWXzvvFqciQT2Pg9uzq8JkuBtU81zpQyFjRNi9ndP4uhyXIYFbo242wHs0J+Ipvm90n7I9Ym4M2x7AKKu9E6ibSbdtcpioJ7r+jpmC8QEQh1wZ41CY86lYim1RAdu3zxbj07utmTVVwVxNFKs2ApMheUOQFx+p7rjl1YqpnnQcS79w5Gt7bZtvk67cniNW48orOuzUwtQq68rEHd22D75Otw7496OOZLmiyiQVIdjM0FOAu/Css/UqIXjd1eHdHDtO7AKc/1ileT5XUlN16Kymow+LkFeOo/22zTeTEXBCSuqG00WXsLy/Hox5vw0drDGPvXZY75W/JmRoTXF6Ot18nafL3u83KLqL+DLoMRuzmfCKx7shJTaCazMmrsP+DS8A4j7BCMOOMvd5os52fP8ZmWZBFSNdO17MR2Fr8vT3EnFLptGUOT5fMZk0ZV0zhBJBZNFpAl2SvlUxSjPfmcZYJRLG7IHbtDMWtq9KDGUccXVjfpifJOmhBNlmRSz6Of/uLhH9mm49vXb7NfKtZ24N9pdgHFeZladJ+iMWH3rHoZQlnpfkOIEy2kKS41WU7OFIxnQdIO7BgVmSK2zLQPsMviqMkS3GdmmlVzx/Lj3mcgy8EMUTcTlWq3HU0qrQmSsScLiIwpN9c0YBmLhKymTCK0AhZzQRcqc1tNVtw1qs2HycjuXTd7y3Hc/946wWq++UY2HirG+A824kix2BNdvLy38gCKK4P416qDtunMcbLMQpZodd+NUMLmua+oHLuOl7m+1o5kCEQic0GvLo6X7SmyxAIRbcJ1EydLpz4+AokqMoO5d5FXPcDqXdAOPpnq8lnUcRdYN7a7D6mq6Z3ETmCX7TlhSut287lrTVY4qsnSV5P5d2Esj4xPUaRjwafIzQVjceEuY8jZ7YTHZVrMzFqhMBCKaoiC3LPNm1LGggbvJsYdWmZaTLLc7snST7eWxAjSr7cIWYrcXNBpsp4hcSCQ7rNqsmRCvDtNFpNfbXK7y7w4b2iW7jfyDwqC25o0WVr0Pvh6izwqin7L42RFj/OjT1Gie8REWMwFHV4M/ALLpT3b4jfX9hbWm6VZuv20Pc1Bk8ULjzzxCDmx7B/kx4noW0yaLKJBkggzCs1mkgKIJ9q2Lx/BqVhs0s2b7eXljf9wI77dWYipC36wLfPGN1di9tbjeIxz35wo3N6jSZMVMAtZIqcVbrwFsnlWBsIoi8N9vUm4TUHHFzuPl+Kud9ZixNSlpuOiFVB2cubsXTD5HwH+Y7S/qAK/nLkOWwV7kryQyXy0de9W/N1osLoblmNOaPKe5+JqV+aCAlMbFtkELxgy30dY1fDKvF2465011jxsJqUs7oWsWk2WP6pdent5HmasyDPS2I2jz9Yfxg1vrrDW0+Y6H7Nfy074teTp8Z37kwvOtD2vcBUwzAUZTRb/bCfKCY/onSHzkghETC+zuIms6z1ZLhtOpMmSCVNX9W5vm1em5F5E2nn3e7IEaYSOL+T18mJx2izDb6Rn20HPny2bdWbCl+9kgeIUjJiVx/nvlwLF4kxEPwNYBYyishpB2iisd8Ere7XHp78agrbNM5gcxTjtyTLMBSXnHc0FhUKWS02WJS/n54FPki6oXyrsiY4VErKaMPzKoYzqYNhYcdQnJYt2FwIwf7gPnqzEN1uOm64VTbTtVuZEL79YDPfYXNyYixSVm1+IsjIPSmIqxQv7MvrH0n3SdOzLroJzfCEy/3RjapKs95dnxxcukserHZO5exd9PM1uyev2LV9cEXBV5ne7CvGzaVbvel5gV7xrJCbE7OqxE/zaDXuVmyzcmOqqnNkfz/Zjp3G0xOodkH/naRowbdE+4QKR2/eOG33L4VOVhrY8zeczTWrfXBx93u3u6cnPt2DToRJxHSSXKYhOYvgkUnNBeFuRvqp3e1eTKba0qJAV9S7IL/pVBcIJ0RCL3hnndmwpSBlBdP+BcFQYfO+Xl9pe6waRkCW71wu6tLbNSzZp5t9prOtzt3mY8/NqLhibJkvUXyZzQUTjZFk0WZxkx9cgaqYrrofZ3J2vg6z2tXl71P6GmThZVo2bOC9FURy9FjppshwDZgtGcayu/2OZu6ULFw0arpRFQlYTxo1WIBBSccHk+bj8xYXQNA0frjmIaYv2YdyMdQCsQ//gSbMQItRk1bG5oJvJvmXVSvJ2iOWl4URFTQgr90YneS/k7pKmZW+lrNqFJsuNuSDXPvFEm2dhx9eHaw7hxTk7bSfqbrRB8e6vkJnDibwLhmxiP/Ek8hOwYu8JXPTsAkz8YqvpuGxMxjsRZScWhiaLNy3T3N/j5xsOmzRDZg9+ztdn26zU6v0UVjVbgXvZnhO44qXvLMeDIdV0v3bj6fjpand7slwkGvqXxcbfaX5F+ozF0peKjbmgwrhGt5gm2tx7LO8Au2sUxfx86yZu0bhA1meT19THgqaJv0F/u/0i/PTCzpK6WveJ6KbYPkXBGS3knmcdzQlr/+U1R2k+xfY71bVtM9Pv3153LlOm+JoM7p1mZ/LL953TnqyoGZ/8fr2YcWel++EXabIMLVE0LXsfvLDqqMmqPS3TMrFDhe8PWc5Rxxe2RVsIha0u3Pk8RWSludNkyWrsVE+fYrVycr8nKwZzQV6TJTQX9JxtykBCVhPGjbng4eJKBEIqTlUEEFI1LPnBvOLr9PCFBdoyWyFLcCqWB9c0SXTxgPKefmTmRrG607Xj/vfWY/3BYldp2VvhHV+IhCx3e7LM2JnSOObFtCFb9v99uRV/X7LfNv6YXU31bOM1cQ1ITJCczQXt21EmPDp5wRPxl9pA2B+vO2w6ngwBHzB/wPQ4LTya5l7K+ueyPJNmiL3MzcfSbqXWcH2uyQVmO0Kq5noB5stNRz3nb1euTobfJ131js2Fu/3kWfYukzu+UDzvyQLEw8O0x4VJwGuyoERMOVmqAmFJrt7qxD+DPgXo0b45/nrbQOE1ImMrfcFFgb0ZHNts1/btIE0ndnxhJ/RG06f5FDz043PklTDS8RWVm/y66W+xd0F5em+OL3zGPYr20JlcuIPdk8XV0VHIsj9vMm2WqLL+fpfZ/b6ojm5g9xzy9ZIKdIALxxf2miynvlYUBW8vyzMdi3Uhz02TWML+CMqiPVlESrP+wCn8v0+/x0nOJI735iTC7PkKKK0OSs+LEE3yP99wRJo+UQ+TyUTJxYeaD3SZDGEKAF6ZtwvvrTxgOrZq/0nX17PtUxUMmwTWGsEE2c2+KL7JZRup3cDmJYprJnIXblzrYs4ctyZLJmQ5Or6wz1c0bD9YcxD9n5qHFXutpmh2RCaXApI0KNmJRXFFQJwGcgHMuYDon27EouwMeSwavQVUVUMwhj07gbBqehs4Cu0uhpvXV1aa3yedkMXy/lu594S0nmyQX8ueLJtBHcvClh0KzNq2dN67IKx9kQhNFjSrxlNve5HGSq8MPw/VzUwVRcE5Z7SQFsdOGF+//SJMueVCYTov5oJsnY3fAq0SDy9wRNZJ5IK13W+9jtbrJIUjdnNB0ztesZataZqxd4qvp8Vc0KXwomPnpEe/dtR5nYTxv7wKWey+UqtZozwv0Z4sNkiy36d7FxTjRtu6cp/5m+XGVFyUrRvnJ/x1/BwTIE0WkeLcPH0V/r3xCCb91xwPy51WgFmJhCaMZWKHaFK843ipi9Liw2Si5OI2edfO8pWk2Ccf+4vKMW3RPkz67/aY9/jwl1Uxe2hqgt40WdGXmzlNhoM5glvyTlgDG9v7PHFuEzcLA3aw2r7pS6J7YcTmgqwLdwdNluDYH77chkBYxfgPN3qqY6VMyIqDlftO4K8L9wgn1uyR47WCMX+77608EHPbJ1KT1bN9JP5QyMFcUEYobNZYi54ZrziNW36xgY2TxRPLZKIiELbZa8MGYDWnsetOL1oIu0mbue8ZbZ4RJysqvCRjT9a+ogqLWTw7gRVNZhVYJ36GJkuJCIhr/+9a3DOkO+66vLv5Wua6FplpGHVeJ2G93Di+uObcMzDrvkst+brdv8ObXamMcGKpj1fvgg5lA9407+ef1Uro+CJaTvRv1lzQqybLSRBi3w28ptekTWTa1jCd9DibVjVWk2U+J92uoETGBU8bxpulYSwoycRxy6ti3d/t5r0kXK9wo8ni0ogWQut6T3QiISGrCbG/yDzp9TpJ0TTzJPeF3J1Y6xDDyqvmQfQwxbKoqkn+lhFWNdMkQL7x1HtddNj2fuBf621N59zC1lm8J0s+idS9Ulk1WbHfJJvVrnyrMG03IXUzVET346W27Av8pTnRvW+iCQQ76YvHu6CTDT1PlcT5RDy6hV/8cw2mLPgB//3+mOUc+8yJnEUAwPZj8oURJ0wBywXNdNslXXHbJV2N3zLvWf3OzMEFXVoZecq0knaEOE2Wkwc7N4K/0/ef1zCn+3w2++ucF3pEyNqCDUbMV1P2blYQmytmOxTFXAFdyAqEdccXgj1ZNfEvNpTXhCzmZ+ytiYRJVbMuphlxsmp/d8jJwuSfn49LeraV5h3Jn9cQRf617CUSmAtO+ul5uKr3GcJ87Mpg82TR4GFvjeCYaU+WYl92JI37MTR+aC/jHSyyKOHNBWVxsiwu3C11sq8HWzY/F2GvFS3KxaLJ0p8JL/XUxwRLq2bR+F36NgJZFk7mgvuLKrDuQLHpmJtxI1uwcMLNwnUDlrFIyGpKWMapR1MYVdNME89/LN2PRz7cZHu9WyFLZtISK7wL90BIxROffY9Zqw5I0yciaKWIQEjFhoOnTC+3b3cW4vppVnfMOrKVG/44+1NkLmgnSGdJJrPx7cmK/i2amNtpFd04xYjXhbsXxxdevAvanXbyBsXDbspO9Are3sJyyzG2CF3ISmSppneI4IPau2NLTBjRx/jNu8/WuXVwF+MZCqtaTPvzAmHzvpRYBDUep7bi65nmV6SaA/1xVVUNAQ9jXSaY+xQYMx2rMxN5/l4mjHYp+e+HTqbfqsnin+2qYDghZkIfrDlk+s3em0gQCIRUqSbPYrbHayC41pBpN/j+9/sUi5a5OfPeYMuxxhVyp8mKaIDE9XGDaE+WXd97DUZsv9fNbC4oi5PlNhixDHaM8q8X9kp2Uc6NwClC06LaMjfmmuzx7u2yTcfZuYUeP1NanVj2uLtIIzQXjEGTJaIh78mSG78TDZ6T5TX4dmeB8dsyQfc4lVI179ovt+nTfAqCYXHsm5jWVE0rUsCWIyX4fMMRfL7hCK45twO6tjW/pMKq5soLYSx1+cOXW/HZhiMY0b+j62tqQqpQCOKb08n0iRcc2QmfvveKv2tWyFJVzbNrWp39ReWoCoRNQobdy9JuqOjzr3hduMsm1SKPRl7iZNkJQ7I4Nm4QxYyJB5Fgwt7bMYkmKx709ww7iWyRmRadDMA8qZCZq2ak+Y2JTNjBhbuM6Uv2mTRlooUJU91dLUTZJ6oKcEKWT5FOyPTn48531uBEuX2cHVMZErNHnxIty7UmS0nO9j+R44tqmz1ZAHC0JP6QGWvzzNYW7OtM9GoLhFXpvlSLWZeDUCUTpsWOL8xpsjOj0zO7CbzMRM66J0seW84yFxBkKdKAJMqFOyBuK8MUjzmlmoQT5zoKM5QgWxTgyxK5GY/lM6mbpFs0WQ7X8d3I1k33Oixt/hgEFjdCTqxbKdxc1YBlLNJkNWbunbEOv/t31A00P1BdTSCYv3lNlhvcToREpgLC+rh82sz5mE2LNgnM9FTVPAnUX1BvLd6HD5mV0Fg2hH9W6+hjwY4Ch5RRRJs/AevH0MkzHN/+7Iq3HoSWb1JW4PAaEJSPM7KTMxm0e1nbCf26maDI85QXZJNqkeMLkwt3hwUJu7NeNVk6rbPTPccac0K0r4p9psprP9CJLFYfgqyAzC8gsBMUmVCazuxlYvczeMW0j9FhfLt53znVg9cyKYoi9y5Y20Yr97l3hgPInaWYHV9w7w5bF+4eNFk2SdleYkuL7skKG3mMH9oLAHD7pVHT0V/OXO+6Hm5h2150n3Z9zr//s7lnm59oWif9ipEPe0rkXZBdDDCVy2XJO3vQ4U2gWTM7APgXE+/L6uTB2i6s0KYY9yEsGoD3PUpu93zZmQsqimLS7DmZb/KYLGAsYV2i14oC5iqKgoevOQdntW5mOSfDMEPlhfc4VjnKaucOMqEnlvemq++BsDjn+2jsmiwSshohmqbhmy3HsJULvBr7tKT2etW7uZZrIcsvXm0FYHoK7bLTNM1Y/eUn++xkNf+0dbU+zJkL+hQFu/PL8PLcXfi/L7da0icbPgaWjsVDmIMmi9f8sBtajxZXRVY3uVZnBQ6RGdLx01X489xdOC5oR54dx3ghS57WTn7S5z0iTdYXm+TeKnlkjg5EZibxehfU8boni4VtE7uVQrcCvGgCyVY9GU439ALYscqaBCoK0JxZtW/bPLqJmyUjzWdMWnlX7LHipMmqduEYw6keomdItuqtarGZiIoCkevoRfHZJsrxhRsUhdNkcd4FAQXnn9UKO5+5Di/eeIGnfL3i5PgiEFKlAgKf+sd9zPtjvEyW2XN+QZwsv0kYlGYj1WTxZoSsd8HLz26Ly85uazrnhFCTZVMxr4KCW6GM1ciJ6iQS1ow6SY4/Pjxirrxy30kUlEYc1dgtcJkdX0Rz/d11ffHSTQOk1wHmMRKdT3EaUSeNG/fNZpOX6aFdJHl4fb18veW4O++ComOuhoBzogYsY5GQ1RhZsfekcK+URZPF/D11wQ+O+SZTk6WvCMbirVBn6oIfMPi5bzFvez63gdV83UmBm2qRueD+Iuv+lbpi2qK9wuP83Zv3ZDmbC24+VGL8rWrA28vybF9gognive+uw5uL95lWmctrQvjTV9uwmnNHv7ewXBorh2XToWJc/uJCaT3Cqloby8x6bttR904ZarwEI2YkHGfvgvLzsj1GbmDrsGxPEX4oKBOme+Bf67HhoL0TGkBmLhituz5Zj3dBhkXPix2LvHOLrHQ/Pv3VEHz84OUmT1ksGX6fYVKkqtbFgVhwEqJke53MOJkLWvOQmTWVVAViEnRl9Uz3y80FZZosBXJzRnH6CKJHhD3WqVU0iC8fJ0svzqvWNxYHHab9TSJzwZAqXdDgy/P7FFzcrbUwbzaNCPa58/t8tu9hG0UWurbJhgjrnqxomBIF8n2BfHlGHT06NnDbM78eFtFgCl3ES+qjt52onmahkxdenE0rb/vHagD2Jnl2XgydxiS7oBcNDcCV5dB6dmNFM/pYjFet0KmKgDvvgoIC3YwB/jpWk61DmiwipRB5dQPspwKvL9wjjGvE2yh735PlTijTXTM7PUt2D9tfv4sIJpP+Y3aRHomBFf19qjwiZG1gAgCrmma5V31Fqz74YqM4EKrV5JPRZDmYC1bUhPDgrA2m86/M323J83vGnFI0QdxdO9Hfybji/9vCPZi1+iBW7zdP9GtCqqVdRTz8vr2b84jLbvlY2lNQ5mq1LfY4WQ5Clk2/yByMOFEZCKOkMmo2uv5gMUZOXSpNLxM2TW6JRc8vcygZmiy9eFXSJvo39tKebXH52e3QTCKUspqsRDmpcbpfOw2RjtOwE+UhW+V/5MNNGPzct4IyvAtyQGRc60VZXbjL87TTQjz447Ndpe3VIRpPSoGCe37UA7+4rBveuWewJU4WP79263yHvaxTTpa7axw0WSFVs3WhbZefaFrJCidsUrb5/UpU6D0rW8PsR4aY8hDV8+27B+P6gZ3x2PA+lnOAYE8WouPI53MXgJjF79HZg5OwMWFEH8z+zZWGFsm+PtFzmhbV8IvKEO2vNXKRFMHmo4ce4d8xbJp0QVuI0jmVxQa5dlNPL8iey1jklVj3ZLnRZvIphvXtaHHs0XBFLBKyGiVsYDoW/kHhP9yi1dDdzMp5LPMat5OhM1tF7JhFq9PsQ+gmv8x0n8WFO2vmeKpWk3XTWytN+bJ5a1ok/oylLgk2o7FDJDRZPYSx6eWarEn/2YbzJs2znHfSCDh5X9MFrQMnrTGxAKvLbNnL2kkYV1XN1lR1xNSlxt43O6SurkV1YrQ+Tu6k9dtavf8k3l990NQXrNZmztbj+Pm0FTh8ynlDfyCk4qo/L3JMpyMbm6xHRVELssf0d0Bi92TpmqzoMZmbdkAulKb7fYZ5UlhLjLmgkxDlylxQ/1dSIaGWyabyovROrz3ZfaQz7gUtpsa2e7LkZf3uur7omJMpT1BLms8cgDgzzY8XbhiAa/t1tMbJ4p7ATBcB0XOy0kwT1r5ntnS8BgAqmSDHbr0I2h03iVhCIcy5Tn6fzxB6+7XR0Kej+V4UgaA2vH9HvHbbRWidnQ4RYu+CtUKWonATYLn5mY5TDCoeJxnO71NwXudWxjMt1JQJ8tCgMfchqKetCaOsLtZjFscXbBm2mizpqdrz0f14umWBzNW/DKuWTcH1AzsDAIb362Cpr+layOeIbssTIbpvd5os7t5hdkkPkCaLSDFaZIpfujwW8xHBQP7NR1GzQ03TPPmP2VtY5krzNeq8jkzATPu0bhwBpPkUzkTNrMmSmguyAYw1zdiUzVKXQtYfv9wGwGziFeuerPdWHRSW4TRZlbk81xn9+jLb8yEu/hhblqZpmDJ/N+Ztz3dc8Qq70KLOWHHA9jwg34Mjyplt9z9+tc02X/0eb/vHavzxq21YvLvQOJfJaGYe/mAjvj9cgic//96xrl6RtSArWIr6mu0fmUYkHvTc2Wc307Qny1xzmclYRprZXDAROAtZ7jVZsudI1KaiBRw7nCYZMo1cut9nTH6s7w5JZor9arzfp+CCLq3Z5ELsPGNmSswFjXq70GS1zEo3XTesbwfHawCz4Cy7T9k9OQlRovxkGhpWGGD3rInu3G7iLtP6WeNkRYMRx+JYQXQfdotwnr0LutSsqSrTVg6aLLdmeKLjFmcgTBKZ23zA+T40aMa+Mb39+Gv4+pzRMhN3D+lu/G6eaX1HvnDjAPz19osw5daBlvqaytc0LP/dMNuFLtE1TsiclPDk/uYq83XceZ/POpdJUnSdOoGErEZItuABBOCoc3Xed+JNyBg+ZSkW7y5yTNcs3W/kK1rhZ8t0M7niN8X/8ctteIgxRztZYXWNzJsUqppmuBeuLz7bcATztuej9x/m4PNaLQ2vdWJ/ic0FHYKtOjSnSND0QjCsWtpVZ9HuQvz1u7341awNjqt/qmrWLIlwipECyCcForEfjOPNvuO4eO+Uzslyq6AfL7KJk1O8L/ZQIKw6trNX9Pz1SbdPsXdrnylxFJLuZ8wFE6TJchIqRR47efQ2lQlCIs2UHjDULYt2Fdqel+3JitVc0Hk13v48AOkeSoDdkyV2YS1zoc6S0yzdNMm+pk8HvHTjAPx+dF/nytUiFTak5oIiTRYjLAmuke19eu22gcbf7L5hUXI7gUVmHscfV02aLHNau/1HOqL3a1aGnWleJH2XNhErFTdOQmRxx9i0kfhpmnGNpZ4xaJlE1hxWTVb0YlOcLO46NwKs/h7TFzF5ByJ8Paf94mI88/Pzjd9/vf0irm5AdkYafnZhZ+RkpVvqy9OqWTr6d85xrKeOqz1ZgmP89/Z/BnWxlCsShPm9w4mOF1mXkJDVGJGMx5CqYfPhEmPgO61sztueb7ne/XZW94RUzfjYfrDmkGVPGfuykJkLsg9hGhdzpIyb0JwSTHCtmizJXook3L8dv6rdQ/XEZxHNh53Jj9hc0LmMeDRZMgwvcGF+r1v072Ml0T1vTqueIVWVmiQaebgRsiT3I5JFvQgbfBuWM94hRWM2lkC6TkjNBZlxIbp/fjLhztmDd/R28PsU2z03Mk1WZjL2ZDncq+hdwaPXROQeHxAL1OUehSx+LyWP1FzQr0jfWVLHF4rzRNEkWEiShmw0Wbx3Qb48N3uyWmalWfK97dJuuKp3e8drdWSvDJlHUKc3jNCckDnEnv3JBZ3x0o26J7roIp8i+IDbBSN2bcanRcdqLA5D/D5rn3domYVX/+dCTL9zkKXP9DQfP3g5Jozogym3XOipDBmbD5dg+pJ9AJzNBd0KQKJvIP+Ocev4wukeFERDURiaLIHAaUffTjno07GFbRq5Jkuvh3tcmesJMnTy3hq5jNPiKda5TKIsF+oDErIaOKpmfRnIHohDpypx/bQV+K3EVIm/7lfch/2Kl77zFCDTLdVBFWe0iNr4HzoZ0WbpLtl5d+wi2Mljut9nu/JREQhbJiWqBjz0fvR+NU2TbFi3v5dkYw1GHP07Fk0WYO9JzmlPlg7/otTNKUKq3PEF+7fTRz+sapj89Q7bNG5W16WaLEEbeAlXwD87rKZCZOYom5DHs2Inm0yz9ywSxPkSZ6w4kJSVQ3Y/iJ1JT5Zkgs07vkiId0EHTZabfX56Ux0uFu+ze3dFnuWYV02WE7J4X3bmgvaaLIeJouD0Y8N7AwD6dorsJ4p8l8Rl8HGyZOftyMkya7L0P2WaUBGy+2zXQuzhUviOYQUgwXm7Sbfh+VFjYz8JirDpD5nWT9do6GiIuj53elUK42RJ7uOmQV1w3fmdLPXQk3dpk43fXNsb7SShGczXWCfcovoeqJ0jiNrWzvGFW18fNaGwrWBhfn/Za6FE8EIWv0Bo1fJZ8xCNfdM1krL196aXuYybN60oO/695GbPoqIolsXABixjkZDV0Hljux+jXl9hWhl3GpBfbT4mPB5nnNeYqQmF8aurox6r9Enpi3N2YfBz32LRrqjJoezFVx2IVt7PabJE8MJiRU0IPxREXbarqnjTez3LWAJzwehvUX3d7Imz1WS5ELJUgTcu/SMUDPN7sjTTdW4JqxpKq8QBmnXsXBLryO5HVBUv5oJ8SlZTIbrPoyVVOClYsIjnYyITOgJhh+C73GVTXIRziAWTJstmIiTTZLVkHB2EVftx6xY35oBOaJqGJT8U2Xp+5PEa5FvmaGLI2e1sr0vzRx0c8O/OWB1fAPzEKPLjN8N6Y/ZvrsTLN0XiXLHObPhJO28uyIc2spso6zx09dnCSZudKSqP7D7ZRT8WsbmgPbaajdpTqqYZ/SFKbed2nhdM+p2Zg9zfXIUWnHMDVpDj78PNo+R3CGTFa3dEgYJNvz0IctkZYkcNIiE5zSYYsVS7w/2euy3f8i5my7IzTXejJdSv14UJ/tvlRVCT4qjJcj+biXVPlpv5g9Vc0HodOb4g6gVN07CvTMHBU5XYnc96AYxtQCYyNo4XaoIqOuZk4UfnRCYMusD4j6X7AQDf7owGWpWZCVlNnOzvhXdXz+/NUDVNaDYVTyT2hGBj4ukmTpaLLE24mQwGBdK5PkkKqbx3QaZuzN9OgShDqoa+nextyN2YC8ruR/TI8OaCdh8a/hxroipTiF07ZYnlWDwfk6Dk3th7FmkORGUm401g0mSlyfc08N4FHxveGxNG9MGZrZoZXsAS9dFNhMt6DcDr37oTTCeMiLirlrndlpYhuV19v4sMVlgJqRp2HCs1JvMyTZYC52dJNEHz1XqL052a2O7J4s0FJUKYjIevOQeDe7QVThO9CFmy93n7lmIhS6xlYs6LYj3ZaBzYGGZ2sZ/sJsR8kb07tED/zjmW4+y+Y29CdASzGZ6zBknUto57/SQJOrXKMjSkzvV03ifGI3qf8IsQZscXdtoy5++QxVzQct+8QGrFqT9kY0a/Ky9TGTcL8KKuc2UuaBEwrXuySMgi6gV2As2qV2O1X62vcayvJuuxiuwEAzdCViisOWoEjnFCFh+kVtXMrn6TBeuFzokrXvoOX2wyx88yexe0j5MVC25WokSmb7q5IK/Jkmm1HPdkhTVc0LWVbZp4NFkiAYo3F7R7Pqx7sqJat7Cq4v++3Ip3l5vNxtgYWDrxfExk+83Y/uGFzK1HTmPmygOWaxK158mcZ+Rfv8/esQHv9eqBq87Gb66NmKJFNVni+p1dG2/PLYnwpqhp4knXTRd3sRy7unbzf8/2zbH0yaGuy5CNC6cYbOl+xVjA+NNX2zDmr8vw5uJIPEG7bYGOj5KNZkWf/NntyeK9B1r3bNlX4KzWEeGSnZTHZC4oGYbtJeaCTnor0VnboL+1/6qsuaAgHVtPPjeZRkNRFHxw/2V44YbIvi8NrEkip8ly8d5x0pykOzhv0OsU/dt6ntcQsWlECxNi74LO7c3SrW02urU1x2Vqlu6P3YW7i1m1fp9BieMLNwKQ40KI5LSdMC/DVZwsQYa8l0CxMMjnY/1OJ2ELc51BQlYDhp0DsqvYbuZH32yxmgwmY2LlBn3vk/FxttkLwz7sgZCKu95Zg9e/3WMy/wty+4BE5J+uMv3mH2pN04SxkfJOVODxTzajWOAGPhbunbHO9LsHF4SP5WhJleWYORix9U30wZpDjnWw+8DywqeIYEiVmguGwio0JguTJkt1L2QFw6rj4oGbj5tMyPpi01Es22P2hMlr6Ow+NPtPVGBtXjQQM2sumLs1Hx+uOYRnvrHfU7blSAlmSVztu0GmlbHbk/XTN5Zj2Z4TlmvcjBsvaIw5lE/hHF9wfZ8pCUYMRN8RondV+xaZ+L8x/YTX8ZMoHd6DaEaaz+IFzQkNmlDIEmljnPZRyJC9m520Nmk+nzGx2VEb0+7VWnNQ2XiOeHmzr5ybILSRfXNi+DhYfG5Omiz9vkX1sBs/POmSl0Z7ibmgOBaQfZ/aCSd6ejbMiFfvghYzPObnFb3aY3j/DrVlmIMR2yHUnDgIvrzgLKqzc+wsecVE7Sh2fMFqya1aEpasdB8WPXGN5d3ZPDPNYoHAtrOdtszNYp8uIOnvY6u5oAttmMyjivwQgBjNBV2kEeXmxhJGZNLJb3MgTRZRL7CT44iHvjB++rfl+P0XWxyvfeTDTZZjbmJQJQN9L5GxumOjm2YfvjnbjmPZnhOY+u0PWLE3OlEMhTWcErhpZ2E924lQNU2qyfpy01G8OGen7fWx4mYvAouT44sNB4ud87A5F/VEKU8VDKsCxxe6uaDZQQE/ZnWcvikh1TlOlpsPk53QeNc7a02/eZMFp+fjlr+vMv6OxUPfz95Ygedmxz6uDpwQe180C1nJ8RzoRFUwbPRfmk+xXW22i99icnxhmQTJJ7STf3ae8Djv+KJ722z865eXoq2LTfo6miaegIqczjiZlsmQjX1nTZbP8mzxLvVFeNnuwSfVJ6CmOFlcGqsnOnMKJxfu+n2b9yopttfefmlXjD6/E+PRD2jZzBpT8vqBnaVCltPGfaFgYdJCiSfTkf1S8j1ZZg2QN+GFbQ/9XRDbnix7YdJqLmhN42Ruz78X2PYSdavTnixr+ebfmha5L36/b5pPgWZrLhj9YdF4edmTJY2TZV9vwI0my5tQzDL9zkGm3+40WdZjV/Rq75jG4l1QFLOsAXu+ICGrAcN+xIJhFUt2F2Hr0dMoq47NzI0dyF5dDMeDrsmKaj806aQ+JDF9Ylfjw6qGaYv22ZapBySWvadUDUJNls6RYqtWKRF4FbKc9mS5wcnxRSisYsxfl+PeGWvFaQSCi9lcMHr80MlKTPxiCxbtLsQr83Ybx/cX2btnB5zvz437X7feEgFv5oI8Iick8rRhzN123H3mEnYzjltYTI4vPNQrkZRVh6L7QXwKMvxR4cB5Ah79W59YiARenyKfeMgmXpVB83uueWaakRfLJT3aCK8HIhNU0cq2eCWfmahKc4zAmj6KJhljB5yJLAetTcSFuxh7xxexmSIBgN/wLCp/j9v1MeD8Hoxq8ERCjYKHrj7Hcjwr3Y+37hyE2y7tZhxrxQlZz/78PDx/wwCpkO3FRbvdNfy1GqIhRERD2DlumXxctWS8DOomynwaSzeJhBcnc0GLd0FBW0n+NsqwEZBEFi4iQcLOc6nFTLL2386tzXsbVc36jmGvTGPK4Bfj3HyHLHGybLSR0jxifEb1Z7KTxJkOAPRob9b8u/v2WQscco69Yx5A1EfWNA1YxiIhqyHDri6EwprULbRb2NXSLUdK4srLC3okcyO2kqrZ7C+JHmdfTJsPl5jSOL3oqmq1VO1aZApX1e00WcnEboVfhHlPVqwTaBtzwVAY+09UYOfxUizeXSRsE9G40yedIS4Y8dvL8/DR2sMYx5lJusFp/4zTR8drbKp4Nt/K4haJeDF3pylYdqzsPF4qdA0eCNmblNYFZdWhqHdBRUF6mryv7PpRP6cKXLj7FEU6EZRN2qsC5vZoUStkiSZvb95xsfC9omkaMrj7GT/0HFzYtbUlLSuLOQkyzTPTTMGXeV64cYCjJivN75OWY+f4gr3/zq2yAABnMM4gTJNlLnuRSadlzxUvZHF1GHvBmcK66WSKNFnM+d+P7os22WYBSiRu8kLW9RedheaZaZ40Webz1gS2e7KM8Wwfv8hJOLcbS36fgpa1ngaLKwOO6eX5OAv0LF7NHgGr+SabXLSH1SlOlhO6wHHdeZ3wu+v6mo5bhDqTuWD0b17L7KZ4/fuoL/o5eWYUYdIsCs7zx67q3R5ntMzEHZdF5ltntpI7zYllz56syt1ttkCI6il6hurLyioRkJDVgGHngMGwKh2Ibr0t6R9FVdWwaJd7hwyx8vptA/Hxg5cbq476iyYUVqWTwYBJyIoeZz/oIVVDb4dAfboNdmaaD62aWVctNUTiacmI4RvlCnaFzM3L2iRkxWgK5qTJYuvBe2UExMKLbooQsvEw5hWn+3Myj/Ai+AAiu3D313oReD9d7xyLiYWfGLJM/GKr5Rj7zNSXuWBZddB4P/k4F+58t1lNZ6K/WU0WP658NnuJZEIW7ywmO8M6edfrMGbAmdj5zHWWPHhN1v8M6oInR/WVaCSYe3HSTvgUY4IuMu3zKc7v9nS/IlWZ2XkMY+t226XdMOPeSzDn0auMY3bPmjmWmRjepI/P72cXdpZXDtFYavbChThuE0vLLLFrcJnjC7ELd2ayK+pzpmCZMwUN9p7/vHgDFNVRf2dEhSzzeX4SLSrOycjCjSbL6T7sNFmnKq37oIVxsmyeCZnprM+n4OFrzjE8GKqaNbwDu4/Q5LUzbF3ssUODZo2T5TihEGtsba/gTj/78/OxZuK1aFOrpdUXlERYPVM6VE9YwwjsIoPwNvl3rSBNMuI21hUkZDVgWKEqqGpS84/rzu/kLr/a6z9Zfxj/XJYXfwUdaJmVhsvPbmcIFvoqVkjVpJNU1sEH/2LSXxrBsIpKG1M/ICpARYQs68smEFJtTcvcbBoNq5pw0msHuxroxuzAvCcrRnNBm3OBkGoyfcsvtQpZgZBqeVHqt6FqcpMhrziZ4DlNAryY8AHWj6f+fJRVBx3vSaaJFeGmn1nOrNUsiPjv91aHNk7BiOuC8pqQ8X7yK4qtOZjdBN7O8YXdnizZPp0yTvNnaLIkz7fQIYNmnnTpJodX9rY60DBVz6Hb/UpU8yUWshRDoyMj3e+TFuM2GLHfp2Bo3w4m7Y75NswlsKv8YeMZMqdx0mQpimKE9NDp3i4bnVtl4cIurXD+Wa1q68leY86D16yIJqVWb3aR32l+H1b8fhi++fWVtvXkyxVrmaJ/F5bVcOdqNVlatI8d9zIJzju9Q1rXavWKK4Kmcr3gVZMVm3dB+bgYO8Cq3RS9K7IY75JO5oK80BvtD83yvWAFcra9Q9xqhUz4eenGAWiZmYZ3773EECaNOFlc07rpHpMLd2F6q3aMrZu9IxPzOfb9894vLzX+ZttBNqacxqZ1n6I1TX05ZUsEnoSsF198EZdccglatmyJDh064Prrr8fu3btNaaqrqzF+/Hi0a9cOLVq0wE033YSCggJTmkOHDmHs2LHIzs5Ghw4d8OSTTyIUMn/sFi9ejIsvvhiZmZno1asXZs6caanPtGnT0KNHD2RlZeGyyy7D2rXmPSNu6tKQYYWq4oqAdCC63eejXz97S/z7Q9zAv7TTjH08qnTFndUuVHCma/qHOxTWLOd4dHPBzDQ/WmdbVy1FZlduqQqEUVwRQO7W4/horTcvbekmTZY3IUsmRDhtGrXVZHF9IdJkhVVN6lZY1RIXfc1JE+X0MveqyeI1dJqm4YeCMgx4ej4een+Dp7zs8CpkOZkt8v3NCllOiwc8j9a6To+X8uqQMan3+3gzL/f3b6cl8SmKVNC2M09k0QUkS/wpm8sj3gWjCXTt0lmtm6E5F1iZnRQ6Pd9pPl/UPFLQ5X6f4uixIM0n1+7JvQvaCy+RY86aLEDusMOqyRLXQ+es1s2w5MmhWDnxWvznkSuNfjJN2rlOsmhEhRoi+X2c1boZzj+rFQZ1b8PkYU3PNqPTPjwe45TGBAoWpItnTxZg1WRZPRI6t5XXPVlCrZ/DfdiZy3dtm20RekVVstunaNFkceeNRQ1NsyxI8cGddfjFOJl56A0Xn4XvJ43Ej85pb/RXwKV3wVhML/nTMrNeN9fqguTkn52Hq/ucgW8nXI0JI/rg94yJpaw6jkKW5bSCJ0edCyDalw1YxvImZC1ZsgTjx4/H6tWrsWDBAgSDQYwcORIVFdFN648//ji+/vprfPbZZ1iyZAmOHTuGG2+80TgfDocxduxYBAIBrFy5Eu+99x5mzpyJp556ykiTl5eHsWPHYujQodi8eTMee+wx3H///Zg3b56R5pNPPsGECRMwadIkbNy4ERdeeCFGjRqFwsJC13Vp6LArkZP+ux3fSUz8nNzh6ugfxLpyl8nH1WBXqWUCA6sh+MOX20zn9A93SFUdg4zqTi0y0nxC86t4HH+MeG05Lnp2gdDluhfcTL7dmAs6aS9sXbgHnTVZookUu9cgUePJSUhy+uh4MZX7bleBZdVZ1WDElJq3PXGLNV6FLKdVvQ85wZ4XFvv8cQ5W7z/pqqxYVrxFlFWHDPM0n6J4srdlk9rFyfIp8vq6XWjSJ+9TbhkoTTPn0avwt9svwoVdItoU3rsgu1rcidM6+h0mwyw+n/ME/aRDKAmRd0EdXRjvJwzyKhde9LJFfwNmbQS/yq9j1WQJynAhfNsNI3fma9xkVpBPd8b9v+hRZcV9UX3snm/9lFOgYJNJoiAfU7mCBK1rTeJl5oJu9jE5vad409VYBAOrYGz+zTskEeXH7lN0cuHOf5r051PTNMseYJl5nds9WQqimiTeu2AscbLY4e02/hRLms07kW8nXsvaq0ML/Oba3ibBU1Zln8Pg5I/4FGD80F7Y8MfhuHtIDwBNyIX73Llzce+99+K8887DhRdeiJkzZ+LQoUPYsCGyqnv69Gm88847mDJlCoYNG4ZBgwZhxowZWLlyJVavXg0AmD9/Pnbs2IH3338fAwcOxOjRo/Hss89i2rRpCAQiL4Dp06ejZ8+eePXVV9GvXz888sgjuPnmmzF16lSjLlOmTMEDDzyAcePGoX///pg+fTqys7Px7rvvuq5LQ4dfsZ69VayBcnKHqxOuYyGLf6HqD30wrEknxEEbgSGD2QfkpInSXWxnpvnQWiBkbTly2vZ62UuwJgwU1E7O9xeJvb3Z4Ub9zmIWssRt46TVs+vtikDIlSaLR/9YHS2pwswVB2zLd4uzuaC5vSoDIcw+5DPiA3kxF/zlzPWWY6qmMeZPiSGsap4FGafH85N1h02/RZqrxz/ZbHnGeEcBQOL2HpbVhEwu3GPN1qQhFbhO9mouyKNrnrq1yzZps9hc+52Zg59e2NloHE0zCxYit+LRc+6fb79Psd134VMUdG4tNx0FdHNBcR76It21fc1mjQrM2i+hlsmmTJEmi8/Dybsgf0zWVHb1dHKLHUkjztdcD/eCsait7eI+6jlqsHfh7hTXymks5RiaLLG5IL/uIboPs3ma9fwfxvZ3rJOTBpuf+DsJCp41WdIzev7RxUF+T5Zs/54sDzv4PVm8JsvNG9JZQ2QvYNrGb+N+686tLBpPm/J0nOKrybSq7Vpk2i6qNRTcjRoJp09HJqJt27YFAGzYsAHBYBDDhw830vTt2xfdunXDqlWrcPnll2PVqlUYMGAAOnbsaKQZNWoUHn74YWzfvh0XXXQRVq1aZcpDT/PYY48BAAKBADZs2ICJEyca530+H4YPH45Vq1a5rgtPTU0Namqiq9elpZHJWTAYRDBo9WxT39QE3NXJr7gboIHa+wzVUXhtRVNN7eqrne6XVQVMMYdYqgPyvtBNDTQtsm/GDl0IS/craJFpv69BhKpqlnoEg0EUM8oPj44CAQBn5mTisp5tsCav2NUENxgKIRiM7BGSmYGVlJsFo3S/YvIIyJvqsnyz5bhpMnusuNKSpiYQFMQUif7++9L99jfhklUO2pc0H0x9MmX+D5h/1If5b67G9DsGoqDUPnaaT4Htc14TCCLIuENPxDuhoqrG1USPRaQdyEr3GUKkopjHZpXgPXH8dDUuemaB6Vi/M1viyl7t8Od5e4xj4bB77d8NF3XGl5use8IA4HRlDQI5uokXoDH3oKph27YMBYMIojZemxqpTyisWsatAg2qrL6au/vISleEddE06/OuS7uhUAhBdkLGpFW4JYxwOGScs3vuItfam4mFQyGM6ucQOFkNW+oAwPSe79Ai3XJOb2dA3D/sO4FvG/ZdoCcLBUOmNIpgDMvaV3oe5kle5DsdfZfzFqIa973h7wMAQqEggj6+vVT2Akse7GJnOBwEX01+kYu9Xh+vqqoibLjztm8LRXCeHSeisZpT+42Lxj00t0VY1ZDh9xkLdWHRM8lElddUa1t2aZWB9i0ycKK8VrsqSMMiKoPvs2AwaFpoCHPPjOheWQsZlauD6H1mGpe1z0owFEIlN4fI9Mvf+ezxbMmsOhAMQtEiL3t9bmDEbeT7I2y+z3AoZCnbPK0TjEsujxCXh0+Tz/M6tDDfhP7d07g+U1W2PQXvSJifUdEzGAqZf5vutbaOoXC03FSYi3upQ8xClqqqeOyxx3DFFVfg/PPPBwDk5+cjIyMDrVu3NqXt2LEj8vPzjTSsgKWf18/ZpSktLUVVVRWKi4sRDoeFaXbt2uW6LjwvvvgiJk+ebDk+f/58ZGfbu6GsD4qqADddePhAHtwoLdds2ATtkIaTp/xwXvOJn9WrV+I4Y/F34JAPgA9fbzqEiqC4/HW1dYxgvveaynLo9a5y0FroH5OSk0UorC4EEPkItc/UcKLG+d5PnChCbm6u5fgp5trZmw/DazsePnQIozqrWIM0VAeCjtevXLkSx1sCkdsVj4W5CxebzqUrKoJMvr/7eJ1tObO3Rp+Xb3cVWeuweg2OFypgx9ipEyfgUVHumiy/huqwtb7Hjx5Bbm7UVO7brdFx/NAHmx3z9UFj+tTalt9+uxAHD0fGKIDatHGtU2HuvHkI1nh73sorKi3p/VrYOFZacto0NrczdWbhTWpPnjiBveEi6M8CAOzZ8wMubqdg40nnvqwoPCIsBwC27NyD6mMaAD/Ky8qwbdtWo5ytW7eiZSEfQD3arnPnzYO+OL3tlALAj1PFJVi5cqUpXUVFBVauWA5Rnyxd9J3wOM/+3TuQW7wdAFBdGe2XU6dOWp730yWR8+s3bEBecXT879u7F7k1PwAAysvNfbt48SK0rfUfURky3yfPqRNFCAUV0/U/6RbGN4ci7TZ3zhwoCtCxmR8FVZE015ypoiIIrDsRqcuKZUtQVmYdX3/7OBdFRZFxsXvnDrB9Pm/ePGw7qRjHdu/ahdxSc5DsI0eiYyr/+HHk5h41nVfgB7tTc+nSJdhl2eYWTVNWWmpp3xMnomVUVVYK37eVTB999913aMVYk/Ftv3/vPuQG9piuP3DQ/GzMmzcf/JrbMeZejx47itxcs6aYreeC+QvAKzxKuHqw97GVGc8Vfg1AxFHJggXmBZD849EygoGgpS2CgWgZR4+Y34MAcPxotD8B4Mjhw8jNPQh9/NUEArWT9kgee/f8gNwq83773SXRPIqKxN+/APMu27dvH3KD5vaOCMGR8zt37kTu6R2m88WnzP0xp3aM65QGAPaZOXjwAHJzzYt4B45F65mfbx6bBYI5E3sfJbXP9Lr1G7D3tPmbtnLJd8gyjY1oPnxbtEz3o4yZwwxqr2Lh/LnG71MnI/epC717ftiN3Ipdxvn8SnP+K1euxDHOqjc/P9pWJ06csNThcLk5j8WLzM/H1hPmMcGyYN5c/LKPgnd/iJwvLDoJQMH2bduQWxR15rW1MJpHVVWVcEyUno72+aFDh5Cbe8B0PuKLJVrPVStX4Eitc+j9tXPC/XkHsGBBpJ/5Z6M+qKy0LjbLiHmGMH78eGzbtg3Lly+PNYuUY+LEiZgwYYLxu7S0FF27dsXIkSORk5NTjzUT88Px08DmNY7p+p7bG/OP2gfnBYCeffpjzJDumHlkDVB2OhFVtOXHV16J8zpH23Xvd3ux4Oh+VKk+yIzYzhtwAcZcfBYA4NFV803n2rdtjSMV9vVWFPMCaeczO2FwjzaYeyTyQTmnc1ucyCt2rHv79mdgzBhzVPRgMIjls741fpdKBEU7evbojpE/7olnNi2FCnk76Fx2+RAM7t4mErF+zSJhmoGXXA5sjZq/tWnRDJUlUe3W0cr4BOrmXfpi407zx7Rjxw7YdfqE5Ir46NymBfafsAYv7tWzB8aMiW7EnbJ7GVDpfl9cRnoaxowZBcA6tgBg6LBhWDv3B+BEROgcPXo0Hl3l7YXv9ykm04fhI0bgr3tW41SNtZ59O7XErvwyy/HMrGZAjVk72bpFM1TU9mm7tm0wZkzUA9SO+XuAI3kY3L011h8skdatwxlnYGD/DvjiQHRC3afPuXh+SDdc9Nx3jvd2Tq9zgKNir6QdOnfFBb3aAru2ok3rVrhgQBd8sj8ywbpgwACMGdzFlP7x1fONzc7XjRpleNHL/qEI/9y9CQfLFfS/6BJg2ybjmratcnDN1QPw5y0rLeWPHjUCf1gvfj5Yhgy+CKNrvbFO2b0cJ2oiH9N27dphzJhLTGlnHlmDA+WncfHFg1CyuwgojEzmzu3TG2OGRsJSvJW3Cscro3147bBhhnfIsuoQJq6Tt2unjh1x4lgpyoJRDez5/fvhm0MRAW7s2DEAgH8cXIWCqkgZ115yPr4/chrrTkTqMvzaYfjs+CYcrTSPo79uT8PlPdsAp4tx4QUD8MG+6GT3uutGIbw1Hx/tiwib/fv1w5grepiuX/HVdqyuvd8zzzwTY8ZcaDr/xNoFJm351VdfjZ5McGUA+H9rFhjmhK1a5WDMmCGm81+c3IidJZF3SHZ2NsaMuQo8r+9ZjqLqSB9de+216MDE8nr38BrT96BPn14YM6yX6fpd3+7Bt8eiY3bUqJHIzjBPi1b+ZwdWFUbCLHTt0gVjxpxvOv9h/jqgtNi4vjm3d2fihoUAogsaY8aMMf7O3FX4/9v78gApirPvX8+19y67y32DXCI3CIKIIKerxisGExLxTDSSaExiYmJUjEmMMZrLxORN1JhIjvdN1HyKRsSg8UJFEBAPUBQQORRhuZbdnenvj9meqequqqe6p3d2dqnfPzvbVV31dFV19fPUc+H3b61BVacqlCViwL49sCxg9uzZiMezGsYnD67Fqx+n9514Ip7Zpxzcsm4FDrRokHoLaDzwyjb8a0t2jvv164u6uuGZfS4ai6M4aqGhJfrg4MFDMmvYQe3mPfj1G+nvSNeu3u8fAPxw/dOob1mvQwYPQt1MfrxvWbcCB5rSdIrW1cN7VuONvdmDvLq6Uzlzso8PHMH3Vj2d+X/QwAGomzeUa+OTl7bioffTe5h7bb738UH8cM1zXH12Pv784cvYvP8TjBk7Fnve3AXszB4wnnXaqZxWjf1GsG0AwO+3vIh1H6Qtoa6YNgDXzOYDCP3z41e57+Pw4fxYvLP7IH70WpbOKVOmYIwr795//m8dVn2UdhHp0rkz6uomcOWvb6/H7euyrjHu9yPy+k78ceNrcKM4HkFdXR3mJFO456Y0P1PZqRqo3+vZqw+/+kFmnyiTvKPOmAJA377pdcdi3+EmfIfZm6cyfOHG5ZvwxAfvom/ffpg9exCWLVvmeTfaAo6Vmw4CCVmLFi3CI488gmeeeQa9e2cHvHv37mhsbMTevXs5DdLOnTvRvXv3TB13FEAn4h9bxx0FcOfOnaisrERJSQmi0Sii0aiwDtsGRYsbRUVFKCryJiGMx+NtPqkiWFE9M7eShB7tBxvt9HOG5YhBoKQowY1rUdwJwS4XLFKISOeiKEaPB2sSAQARK4Ka8qxfQ1mR3lhFIpaQjk80tGD9akvx/sfik5BoNIqy4vQa1LFDjkSiiMfjSDakP+IRyxuJ59I/8Yluy4viALy+VUFx+7KNnmu6gQaCoFtlsVDIKopHuTnxG7I92jKnskAgkWgUNjO9sZj/PSFqWUgygnMkGsO2T7wCVkVRDMf3rxEKWSLyWMau2QY3Dk4uYlEUTRaRSASlRXydWDSC6nJ50koWO+vlQRgamm1YLY4lsWgE8RgTDjka9bxLEcvK+KjEE3HEW97tBFPvsj+t5u7pXFGEIsleVyLY10WoLC3K0BLh/CO9+06k5Xki0Sj3zg3rUZWp6/Z7KEpkvyWJlHqviEUjnvvZvdxphxUKYrEolyeopCiBqMRu2SE5EefZgHg8Ts5PlPn2RCLesYlGeJNk0Tc0wmxWov2UjT5rWeL9NsLUicdjXB33HiR6jrjrG5qIJxB3hcVnxzMqeFZWCEgk4oi7xtOtMWbvz4591qgzAu94xRg6RWPBrVUBjew3zmmPrWPbQCIaBdAkLAfAvVuW4H1w0yEab3asROUJ1zc8keD3o3ic39NFdLLfcPdYxAV7NlvuvG+RaBRHmvmNtqhIvn+6aehRVZIRsnTWXTwWk6yLbPvuNmJsqHrB+xOL8W0kXG0US/bK/3xjOuLxOGIxxgzWFtPJ9iHjiVh/VdH7E3dZTbPvsbMP2cyaLwR+3E//vjgh27axaNEiPPjgg3jqqacwYMAArnz8+PGIx+NYvnx55tpbb72FLVu2YPLk9CnV5MmTsW7dOi4K4LJly1BZWYnhw4dn6rBtOHWcNhKJBMaPH8/VSaVSWL58eaaODi3tHVRobge60QXrW2yQ8+VjKAt8oQIbKW1wVz7hsM5ziiIgdWIc/uNRS8tJXhYcZI/a7QcA8Ncvev0BWXpUyRTdcKhw8oqJBE23sFEWwAdNBZGjsY7zb1BUl4k3OPeUqJJJi+CsR1nYadvmDwCCBIhxr/mPDogXjGXJHZNF/ZYwjLbbp9IxSXGf0LsRseh36NcLxqF/rdh0WpQs1EHStjOHBhHeAs5XFDJZeGQAqC1LSMt1lyMrrFK3ZMvtzJrp1amEy0uoCkhABXSLCsKvH9sjfcLL5qxi33l3kwlV4At2Plzgg054K1DR7Nz5jkRg54oMkiAZK54Mlwmt68GEfWhE1fMTrMRvSBenvm1nk0NTQUAoGkVVq1xBbbzJZm3u3fcbJVHUt99w9gAdJMEbsMNbv1iRO47qn81b5g584QeqXIaAN5qj+7F1vp9cIBIiAqjof1FEyXnHdUePqpIMDc49yZTj7+tqU/Kb64cMfOFuk33f0n/bczJiX5qsK6+8EkuWLMHDDz+MioqKjG9TVVUVSkpKUFVVhUsuuQTXXHMNampqUFlZia985SuYPHlyJtDEnDlzMHz4cHzhC1/Abbfdhh07duD666/HlVdemdEiXX755fjVr36Fa6+9FhdffDGeeuop/P3vf8ejjz6aoeWaa67BwoULMWHCBEycOBE/+9nPcPDgQVx00UUZmiha2jtUySRZ6ApZTrCIfC1od04MnTCyrJDl1vRYloVYxJIyyYBzUtbM3AMuhHssGkFRPEImkxVFjLJtG1sP0s9QrdAoRCxLmSvEDYfhdiLFFcUjmciJMrjNWXJF/9oyj8ZFZy6DQsbIuKedGgc3nMiB7iiNZYkoDjYmkUzZ3JrTff9YuBmVvYfEDrSRiCUdQ5GQxTp7u0O2Z4UstXBtWd4DBvfHfny/akwaUIv3BJrY/Q3yQA6plJ2Zn6hGdMFIBKyFFX9dgq6Vxb7D4btRxgiiVHQ7K8MAZPeiL508UJlwlR1fahSiEW+0xNJEFK8vnssxLu6IpOzyiEUtKYPOzocb7D3ikOJq6EX2UwsGOn6KKqbZzdyJnsMT1Y0Q+EXl7Hj7PVty6rMh3EVNUEIUJTy405S43+tkyia/Ozp7Op8HzltONUFZQLifUxxdUL7P6QqrqZSdObgMgu5VTGRS0bpzjTX1vgjn3HeSXxe/JZhvdy6wqGWh2bYz/I4qn5pMMPQbqZTd451nPGqiC/7mN78BAEyfPp27fu+99+LCCy8EANx5552IRCI499xzceTIEcydOxe//vWvM3Wj0SgeeeQRXHHFFZg8eTLKysqwcOFC3HzzzZk6AwYMwKOPPoqvfe1r+PnPf47evXvj97//PebOzdohz58/H7t378YNN9yAHTt2YMyYMXj88ce5YBgULe0dkhQkHiQ0mXaHN8vXgvZosjQ28VsefQNj+nTChP41HmGqsTmJWFQtZLk1WQBQVZIVemIRC0WxKPZDHflLNEb7DjdjdwP9DPFoRCoMlsSjiGucAjtwPvANGU1WRGgyyEKW7yMoRLKGzglxUOyR5AZi89XYtjdBMgUn0tMRl3DmPEvK5oWsIGcRupqsqGVJzbxEc8t+vLpV8qeojtBFabIsiN8PAHju26dgf0MTulUWSxmVr88Zgovve1loptmcymp73BoakbAhK1dpsiYfUytdd7rML/tuUKfJGS0EshEfqTw/1UyeH4qm5qQtZCLdhyRcHYsXwtN5ssQdOWtZNaYtTXqvWepyPYZc9o9eH546rko6yXH9arKEyYgl9OjAac+2s4c2QYQT6kDAK2Tx5bbNm+qJnpMTijWeUzS21DtFrRvLtT2J82TxZqZ8/8rmOaHX7yEdC7+aLPdY6aT1IN9bV7G7tuhwxZ08PU2HnfmGuG/ReUf9hprnNVnOt1fZREHDF7elo+EoLi7GXXfdhbvuuktap1+/fsIoJCymT5+O1atXK+ssWrQIixYtyomW9oywNVnOx1mUC6k14P4I6pgLAsBF976MdYvnegSdw41JxCMRNEAufYqSYLIfoIhlSRlNFiIBad9hvbCeESv97M0p7ybeuTyR0WKohEUHWU1W1lwwGrGQUvi1ha3JEmn9ckli27emFFv2yKP3fHxQLJiwr0N9Q7PW+LFobE7Btm2PJovd6DlNVoCd3ytkiQVGRysrgqhf2wbmHtcN/359J7q7hCxHeKTMRC3F2u/VqQRA1oxEhOE9KrH+prn47TPv4if/5iOTpVJ2xrw5asm1Kw5k60dlejJ5YK1UMwgA/7hiMs79jTg1hAN2jAgZIFOB1WR5mCfm33F9O/G3E2Pw34270Y1g1tJ98FoOdnnEo7RG1BIkQuWS34oEIA0tnLtNVR3hSb0OI68YxBtOH44Vbz2trKuzT+mYLWbKfR7tOG2nNVlOG+p2KQFIBLc/pifZrG2Th7E6JqBslSBmjywPoKX1ENRRa7L01m3K9u/Ty4I15xX246JDR6PqaYMQet3X3HMu0hp6DnBaLAqypsVygUi29Ekhy/0/c8EhUdc1phDRet7pBq0ObZ8szQAZKdvGB3sP42OJpiAoZGYI7pdP10zOsZV25ws63JQk7X89TKTFn/IdamxWJjN0IGJ092oKWZbCJLC2ZXPWDRzhCBYZc8GY/OTagfu0KleI8nMFyRHmYEi3cmW5bGzYE/zd++mDgotO7I/FnzqOu5ZOhJ19nmlDumTWqW3b3Jr7wh/oyJ5uuNe8TCsXsXjHfxYyX7Dj+6fzFbLmgs3JFB5dm45ARWqyLL0DGXZ5fenkgdnrsBBr0dK60Zyysyf1EZeQRTAIvOmaeGFNG9IFxfGo1JzQgoXx/WowvIc6SizLZND+N2nYYLV0PAEqfx6q/YONSS3my3L1wZuvyfearCZL1CbVp7h/BzqaLPbZxAy1WrDw0OEqG9ilnIvIJjYFJMkkTSdZVZZfBT77jM4htpBOH8mIRYJeWSKqfI6UbZPMsJ5Plny9e+gUlLNrVSx4u98Hb62SuNxHkXqE7IGa7UnW7gecsCko9/gLktoeQR+amnYZIUJNVpHXXBBgkxHL6ZJREyXWplcYZH9n56O9wghZ7RgO09KTOO3UFV6SKRsvbVYnfA2CYknUP7dZnIypdMNx9HYLOocak6Q2zKvJ4q8dONKsFaXQbZIFqDVZbl8XGTNbW54+cdSdM48mKx4hPySqkz4gLXTe8ZnRyjoswtZkXTI1zbgP7VaB9YvnYuawrlz5tfOGiW7jNuJd++kIJCcN7owLJvfD/Rdnw503JlPcx/WehRMy45l0mQu+umUv2cet54zk/ncznx9LzAUjCk2W7HDFWVPsfDy2PhuCmPTJguD9IE6To4KvrOjjnXRpsnQd0N0QPXoiGsH/XDDeS48A1HtVJHH+VzEHtp310VRpsvwKWYAeY+vWtNiutA/SQwkmsp8KQjM7SiPgGmehSSilydL4HFBDyPurqctl7VECDDvefgP+sJqsjLZAUI/z8xOWq/uxLEsZaESHh40R8+WmQywkUX349cnyNqg6JKU0jZn5SNlkrk11O+p+3IfB7n1Lx4yVOodVCS+Al/8CBOaCmWBQTuALuZArDVZEPIv3Pm+bCsOcgke4dkMGeYWzKVNaD11zQdv2LvipgzqjvqEJa7ftC0Yk0qG19x/x+ji5P8S6goWzibrNwQ43JklTPypy4IEjSRRpaLIq3RknARwUPKOD43pVYjXDlMs+Jo6ZgZ85A7LRBYtjUXKDp8ZobN9OGNe32nM9ERUHBBFqsnLwyRrfrxqvL56LolgEsWiEG4svThuIfjXi6HYso7CbELIuO2kAZgztCsuyMHVQ58z1xuZUZix7dSpBjPFpSaXkkQdlcK8l99x8JNFkRSOWVCsrMxN29oHGZht/fP49vPfxQQztls1gSQlZEcvSWnfsM4hMVmRClkO3ztqQ1RFp/npXl2QORmT3ObTJ9soll01CbVmRLyZZ5JPlnjNeG+O+n4bSPEdQx7K8DLNc85v+69GWwf2/GqLyMKILcmMn7Zt9dlEbWQQ1F6SCOcj60wIjqGfMBYWCnroZKrgAAC5kvjhipLqNMKILUm1wmiwhje72vG1w0TYJQcPbfstebwMNjE/WXZ8bp77R3Q7fqKfcPTY6gWI8bfg2w3MLct57PJosV+AJj08W176YDt++fEydrPlm+5WyjJDVjuEsPJ2wp+4kqCKIyi0r95xHspMl96mvzocZSG+iT7+92+N/0ZRMoZTwO/Ge1PM0HGhoQpcKOqeOSGhUDe+YPp04ISseE89ZbZmjydIUsuCNLkgKWQpN1qkjumPxp44TChPxqAVRVPSwhaxEjBes4lxENlVo8+zvXfVpIWtYVQpv7uPHcnTvKnz3tGxCRNYH7khzktMKAuLTZl2M6t2J+3/7Pj4nlkyTZVlyrYws4I1zgNCUTOHGf73uKad88SzLewhBmXeIzOFEGjhWkxWx6JN5TjvDXJ80sAbVpXF8wr77go+yDLK9clzfao+Gl4yKlWGQbalPlsrUkWI4bjh9OP65epu6ElzRuCzL4zstNRdUCL0Uw+1HgySrTzJfPhkyYRNsuZDZdXepXu/CwBdEdMHZw7th2Yad3gKmv5Rtq80FifnQ8RvjhVoRLWro7Ols1FERHe693A3f4b6Fmqzse+zhzal1y5inOULW8q9NxTHdqtQ3ukAJQB6NHPG+iNYlp1nUEEjdJIn4BHdQLGfPdnyHVXuYTEtIB75w/+9dp8Yny6BN4CgVKEdylekRi5Rte15W2849HLdMc+LJFaHZz/6GJiy85yXPddsWq8BZiMwFWRw8kiTN6QDgw33eBLIyBnxw13JPmzIhygnvritkOQw3G/iCYoBkzzeqdxV+8/nx6FpZLJwzWf4ukXYraJ6si08c4O2XHQtL/iFmmcvdLcJL91IBkymgLWNq15xi/NtatCMt9VmzMKI5AGnB2i20uD/6H0sCXzgHIyKkJMxxnHkGEShfw4hlKQVwB2yvotDSIrPfpG1nTD7S0QWJPiSDWlkcxwvXzURfiTZTqslq+evnwIg2wUr/fW7TR1o+WVTkQQDoXlmMf189Da/dOAcXTx3g2ycLANwrlDQXtCwPk86dUIsED4WGDtD7ZvB+KyIBiJCgZJ1zxWphPog5pm5/DlRaEKdtG1CaCwY1rxX1BdCCcxCmXocmSohiD1rFhy+W8n+A3+fceyE5jk6gBdtGQ8u9OvyAG34FVioQhrANso5r7wA9dqUuIavelZbDfQe1DwA6gS/cdDI0dgBNlhGy2jGcBHHxmKV84WzY2kKWu1oyZWubrskg83EKGviiSWKgm7Rt/4EvXDh4pFkruuD2vd7ACrKNwLK8/crMFp1NJbBPVkxDkyV5PvYu0ZzLaBYJl0GVnyLSE4zWz4J8rXM+WfXp+amM21rJpYtYIYsJh5+mKbvRi55V9m7paIE37jogvB6xVH5JaRruu+j4zDUb2VQN7jxZ2TYpDlGgySKYek7+bbksC3zh0BV3JcjV0TCwKI5H+TDN3H3qZwxVyGrp+e+vbMtoqb2hmfXbqy1L4MXvzMTQ7hWZYDzUCTfgDSbgXqLS95YR1lUn1EKtB/EsWiahhBClswNywiDRhogknfHlzRa9FSj2LxGLyPdc5gAnE+3Rog5yCIFUMnLsswbxmWXnVIfpFY03Za1Cfff85slyJxQmxZKW9huakpkDsRIN9wFZO7I+vWaP/AW3b7nwvSd85LwaItf9gpvKNSLQUnS5EfU5FiLrCCJtaUHDCFntGE0ZZ+uIUj3dnLS1wqOnBD5ZyZSegKaCzMfJ/cLqarJKJL4laVopTRZ/r/sF368Z+GLPwUYcdtnOyTRZFixPmxSzp63JyvhkZaMLBg58wQyGSMjyw6DqnMQJSRBcc/crWyecT1aLJqsyAcwb0Y2rJ7rbed4jzSlOYAWyjHJaGyNigMSaGQv0ya0MkYhKk9VSxzXGccZcUASKL7LgP7og/6FP/xbRzSb3LI5HyI8zFYVM9p7LfbLUhxcUc617jydqmIBh8NWeTw1FxPKmWpGtwS17DmfuUZknUcKLqHU9TZY+8yVrzc86En0j/WqARI+lk9pG1k9Gk0WEcNfVwKjAm2d626O1k9lOdMymyeiBoj6IEO46Jm/s98KdUFhXI3jwSPbbrsMPuEEeQhC8j84hq9/8diqzPAe9OoktBByofbJo4V4EFZ2s+WZ7hRGy2jGyJ8NqTVZjMqX10iZTAk2WbQuZ65qyhOeaDDqaIUBuOuWG7Elsm96cvD4naXz/rBEAgF8vGEfS69gtu/1rVBuB21SLYr71A1+4NVl04AuZ2Rh7l+j020eO5MDJiEWkx10fXhmDLfLJqkwA36vjoxGKtWXZyHxZ/7b0x9UZT9u20SwQYKIS0z7LsnwllmbhNuHSASsoiuCOOifqU+ddlSUHzmiyBGu7OWVnTpUTsSjpS0NGr5MwjBTjITtsEpurMeWahwZenyxWyNJqgkO1a5/VSdysG/jCQTRiKU/eqciAsja5NggBMngOK6+QL+tXmF/KfTIv6kSwxv1Cdp9z3Ub2+0H5S9HaTHFflE8W6a/EvNetpckikxH71KR4NFmk8JP+6yQijsDWtiphQfrQeVwl+HKdA03ukEK0ZjxaP/f/fP2TBndGdyJStTq6oPieXObU+W2ELIO84c5lb+P+F94DkNVkxaMRpRaoOUlreABnIfPtNKdsoS/OX794Ar46c7AWzSWaNs29q0u06sk2yrS5YLBIi184oR/euHke6kb2IG2w04lZgXWuiIsylbZlAScN7gIgOxaiTfSxq07K0qmpNXI0KxlNVlyt1QTSgtiSSyd5rrPbmA5DokJQTZYILNNuwRuV0gF7ouyEcK+M2ygriuHkIV2UfTjj3SjQZDlzdaQ5JQwI4g7kwNKqo8m6pUXAd7fp9wQwzjyDCKQmy5IfQrhpcyDad2SarEZuXIkTZd4NT1AuFgpkY+Zc1X2v0jepaXRrsgGBmQ9Lm1Ajx7HPnvIRPWmHezdTohvCnaXLc0KtJos8wdaxnCCTqRJ9SEjjIPIZ5O7X2KZ4TZb3Bh32T9YNa4qcMRcU0eCTUaXqiKM5in87YNdqUE0WtR/ygTEkc07MBwt3QmFqnJz2DjWmfZHiEf0DFr4dqlwtAOkIWb6T/BI0zDq2Gyio9gmpcE9qUN1tZq+4oxu2Rxghqx3h3d0H8PPlG3HDw+nIYU7Y4HhUferdnEppMXu27X1RUikbcUHj3auKcc3sIVp06zqOThxQo1VP9snSSaioOml2zBCp0/xOpWl/iav/toaLeuMIPDOHeRn6QV3LsfzrJ+PF62YCEDN7g7pmk/DqmuY5mw/vk6W+pzgewZRBndHVFUXxSJM6+aIf7VTQ6IKiTdg9VpRP1pHmZCZnWWVLnmku/5HgXseMNO2TleTuqWgJ17+/oVkYpj8SEWuSLUtPyBJphSOWWjstgrNmGiTzmIhFcO28odL7SxMxRCLy5LUOZNoBVXTB5lQqw/AUxyLkx5k261EWS6Hyn/Nck/x2sL9BkJbCYy7I9uFt5XOT+grpcTCiF588mRqrtLkgX05pxd0+WZZlkcIhJd2o9llRu9RJvFxIUdNEMeR6gS/YSfSW6xyyy9azc9W2s0GMxGNBta8kEQCvLQny/kR9ClmUKZ9QkNPYL1XBZNxwJxSmxtFZc4dazAUDuGOl26EOkVzFnkAYEXUwM0DDXNBVTAl2egcOrnu43+IG/EYXFB1qtGNFlhGy2hPYj7pt25xPlmohNyX1glekzQUtzzURw+/HcVZXk2VZVoahddC53MuAyrrWMRf0bLqCOlSeLNYci/XRcQSuRDSCfrVe2+ZjupSjqkVAE9HJjqlbe/jp8b2FtHiFLB1zQbE2TcacO/DD9AeNLiiC21xQ6pPV8tfJkRWPWihtWU5s1DyhIMdFF8yOJYBMEII9Bxv50OEtkJn2WdAzF3QiSnrapDghV7EjFDZINFlTjumsNN1wtH0J13h7upWYiDiXRdEFU7a/4CykuWBAEy5ZhExRE9Tw1zd414I3GTHLEIr6UHcyohevyaLptDymNdSeKEoOTcgVrmAQgjZ1Al8I/PlkNMhA+82J16qIBnf9bB/6/ckJEV9mmciMuaCinqwpv9HoqJDfoubY+3XyBYrNBdV0xikVNtxMuJoG39EFW4oPtmiyiNSCUvDvj/pbD4jnT8fMN9uHgAa417acRl1426D3YVrIcgtuzDtrNFkG+QS7zJpTWf+QeFTuJA8AzcmU1HmzJ2ODK4oumJKY4Pk5CSv2sVOxm8/s4d1w6ogevvqmzCLd5gOi3YlydJVFWXIErrQ2gGVU9TZQtlaCYYy+W3csbjxjuKc+wApZaQGpWCdPVguj6T41PEwJWb40WdpVOYh6cJuQyD7Uzj7sCFldyosyGz+lnSxiTALdebIqi9NC1uaPDgrvjUYkApGlp/2rFRwkRCL+hFqb8Z0UmbGdMLBGGEWORUbIIsaKbUL0oZdrsrK+bhzjKhTk1OV+ff6cNlitPCnDEgxE/WGvkKVi2im/I1EfXSuKUEbsn26zO78+WZGIWnQIolnxaLJE/bLMssinUac/Yp2wl4QmchrvWIRYM7mZC7a0wZoLitY7QaZ2MmJFHVL7wn73QtBkieA2DReBfy997gNEufMuHWrMUZNFzZf7MEYwwXFivnLJPyXqU2ckvQIRfb/fSJa89jn91/hkGeQFHEOfstHoaLKiasbasuRM5plje+GzE/tm2nc3k0zZHMOfadPHiV6xQGiR7Q/s9eP7VwsZPlXf1Kktpa0B6HxCLPO7/oN9+GBvOgCG8+GJWhavDRDSKXguS1xuWapgD45Plv88WW5GyCOAuuBnswzTJ8sdkUrGYDtj4fhjsUmlKXNBR6Cqb2jCHcve5u5xNFkfSRIHRyxJQldhbS8c81O+TYsMNOJ+D5xxEgnLDn2yObx61uCMuWwixgu1qn5FUQBFY5FM2pwmK1dTGD4ssP5aYw+MqAiGVKsHhT5ZLkaGYxi8LVKHEZZlkRHX3ILcNXPSZtyXTB0AQMdcUKS5ohhy2T9Om/4c90Xbts5+QzF5Ik0rC63AF2x5wG1N7lOWvp6ysz694udQz4dfMzuxwOmlSwYdTZaoCU6IEtCg48tHCc4s3Lw5HeEzHCHLT/JoQLxnyrTumTYIX6c4t9fRNOhA7bspblAn0qjsUM1EFzTIK1jH/qZkKhNdMCHRZBXFIhjduwqfGt1LKmSVF8UwfWj6BFu0byZTYk2Wn4+NSGiRncK4o0X5CRsO0Jos98dB9DFRabISLgbx3N+8gBNvfQoAm3fGxagKHlUkDLIbpfu53YySc3+z21zQhybL3Yc7FPHkgbXc/340WUGjC4o+zH4jLWaELEZDxM6paHgcofiBle977nGErL0CU0HAMRdUMy0qdCoRmcSqtU6i+qp3xWlLNC2PfnUqrp6V9a+kNLlBNFlJ2/albQ0jZDWLbAh3hvEgzG0oEy0R3PuPH42crA/qvXP74wzrXom3bpmH752e1n5TwT5Epqn8abK3fyqqn9cny9svFV1Qh+mnXhFK66HzeSHD8GswgDI6M5os2Jn9S6gUJx60nEkiq+MbI+5D2QWHoD5ZZJ4sQnvjbtfvZ4bUMLWUt7Ymyy3cU2MlmlM6kqrPPVZHq6ugW3Y3pUF13yvKodiOrQWNkNWewO7lyZSNZia6oOgl/da8YXh40VSUJKJSRrU0kfXh+fjAEVx83ytcuSyEux8GUBT4QuoI7DoBEtHNbqz/e/lkrozdWAZ0LkO/2lLcf/FEfHn6MagtS+CL0wa6+vPSoDItW/GN6dI8XY7jciRikYyNnzxZlpUWolnBzPlgOtqzhgB5stybsJtXuMFloujLXDDgka/oY0I5Sztwxn+3SJNFaSdbnm0fYwLmrIPKkjQD89Sbu6T3iqN16Y2BaI1HLX/mILZtK9et05aoTSdapogeSosh9skSCFkpm/d1IxhoXjghmHwfS417h0gOXb9dB6WuvYFi0P3maRIRJRoLVlAuInxiowJzQYoqkonU0aywTL9IE+yT6aO0kTrCi1hTKG7PQRjmgik7e0gnFvjZtrw1Koq92nBVG0FytrGQCVnTmCiuovH2kydLBj/P4Rfe6ILBuHv6kIgvF+2ZIgsi/p7sb1FN9rspmq4gQ+e5h5sL8T06vIDMd9JEFzTIK9iF1pyyM5qsmESTxTLRstPp0kQ087K+9/EhT3lzUpwnwunul58di2N7pCNgdXFFq3MgCnwh12Tx/4sYR+eFLC+K4fj+fERCdmOZNKAGT39zBqYN6YJr5w3Dy9+dhT416mR7gJwhH92nE3p2KsF1px4rLE+y5oKUJovQziRi3pvYOXROuQIFvmhphz39BLwqeY9zrmtyZh3bVdqHjAR3YBMdxEScvAAO/bv3NwBI+2Q5KCJM4Jx1k0xmx8BZB44mSwZp4Iscvv+5RBcUwRlDESPqfj4dzYcDkaZAdILKClnFsYi2b0TQchlkJjSUMKnD8A/vUYmeLoGVOnXXCeBB+YZRglyRjiZL0QcZDELELHv8PbyV2GeXRedU9aG6ni1Xj43fZM9BA/rI9mQu8EVK5ZOl7pfdV2VVRaG0x/btBADoV1vqy+xWxvSO71ud+S3UzhCCA++TpR4zgJ5/t3WGbv49JxlxIrC5YPa3WGh2fVuFY6W/D4vgZx8H9M6UPME02N8SenTmlJ0nkcClk/C7UGGErHYE1tQtmbIz/8vyZLHXZIJDcTyq/HCkJJos554zRvfEY1edhI0/OBXPf/sUcR8CzY+OuSCg9rFySsb3S2/skwfWKnOvRCLeoAmi1kU+ZGna0n9FkQMBd+AL9cbiR9Pl3M0KCjGPuWBWk0V9eJy10NclcLq/m+4pYv9f/KnjMOWYztI+RGtqeI9KfKdOLKBm7/Ne0zUXzApZIp8sZk5FzG6EH08gO0eVxClxJCLxycpRyPJrcqkS3J33yk3nhVP6e+bKV+ALoQmW9/6mpI01W/el23eZCwZhKoNqStkPPqkF8dnFOeN6KdsQzafOFPsK1Rzg/YlYasFK2Lsms6pbR2RF5pfpE9WnBDV3v2KBUr1Wdfg/Ski0bTvTjmi2KKGWE7IkNIgE/t9+fjy+PP0YPHDpJF/rXeaTRY03tZa1krez75TPl5QWytN/ne+p4KxTtydlqefbKnhsSutH5Zmj/NODaAG9PlnEPhGgH1FAnKQRsgzygSYm2y3rkxWLiE/S2Q1NZkpUEo8qN760TxbNHMSjEelJerHIHEpDk2VZYrO7DLnOh+IL43H9acfirgXjXBuLWvDk2mIgE0idcRImpLRtPvAFwdiQoWwFzu6ckNWyK2dzQ2V9sigGx2mnWyWf3d2tyVJljE/EIlrO1tz9AXcbKlStA+fDnw18kfV1ooKZOM/CntA6z6+nyVIzZ35hWRomPa7/VYJ7NvAFf/3607xCLxWJkW1CqEEXXDvA5BfTOQigeHQ/EcbYYio8PU+D3rpzIEqmTpoLcmtbY08k6BT1oZMnyz2ebCvita2mSccni4/aJ/rG0KPuZx1RZqc6fQQ3T5PNbfq6DcZckBgrEXQsBETruWtlMa6dNwy9q2kLDxYyTRYvDFLr3QtKcAD456C+dW4qdX1BM9ETA043pSWnrEQA2n8tV22/MoiF7B7FIbXsfp3AF3yb3n0hpY7JVdAwQlY7QlOS12Q5/yd0NFnMh/bCKf0zv0sSavOylG1LBB39F0fkwyQT7NwnIwmBVsmp4tTsXF6ES08aiJqyBLkx6ZixyEwrIxJGFUjPjTyEu7c+ZS4o1GQxZpeewBdN+uaCzhi763kjMfH/s+tJtObcvj2efmGRp77CD69C69Gloihj8uJ8+HfVZ0O4O+ACXwj6cNYFe0LrhM6uJISsqCWOBKjzijimtN+cyycJdvvJUKeSVJ3s2nUzv2qmXKzhYT6CxL4jQnEsSgqg1P4SNEUA+/77DYHsBruPttzhqcP7j3jb0PLJ8sEsiWqSQrPlPaSjNBIU2TrRBdnlGoYmWEgnx7AJaNBgAClh29bwypJqslr+ppgQ7pTpsagp1idL9u7wmsPc3j+pkEWsd1KTxSyKQ4Lone52fa8RotxpW+Ufp9M3NX4en6wAmnR+7ar3aRGCmL667+DXpeQgQUNw5lYTuy84QpbRZBnkA6wmy+2TJQ4PzApZXgYdaAl8oVgFzSnb90mEG8IQ7jJNlosWEePonGqINomH13yQ+U2p2GWQMSXOCy/qN5myM3RFLXcYbC+owBcip1eWLnfgCzZym+7m6V4z7o1MlIXeQTwW8ayL84/vQ/QXbLNUnfYP7lqOi08cACDtP5hK2ZlQ66y5IOUj59i/s+HPu7fkkKM0WZYV3HzNOYG+csYgnDM2a24Wsfikst8VmFl6nfYtqaAl08IGY8qzv+OC94nMSaYRnIUq19VuusvZww1aU6hmDm48YzimHFPrLWBAaWv8ntwHCQJCmtvatlLoFZWQIcU1zLLZZxcymexvrUM5wdgwjx6Gtkz03dLZ0mTr2aE/7ZPVck14v5pOt3+tkAaBT5aIFh3IzQXV650S7vQCX6j7UMGygEFdy+VtO+ZpGoEWVD373d+owyohLxNYqyqmQZw02VXH8/0gpH+I0zPo0uX8NkKWQV7AClk6Plns+8AyPuwLXRKPKTeqZMomtS4URJosmeDm/niLGATVBljfkDVLEvWgCrHsQBQNEZCbXAFAUyrFhHCnowtSkYNEyYzZOcwEamhZEnzgC2XTGbjr/fKzY13llvT/tCaLf0b2A2nbNi47aQBXrvMR9/sxsW1WC5XCJ4caM+9FZyaEe0whqLHljc3Zd+zEQWmfM1KTFZGFcKefl3dY59c+u8rnH98X/7iCj6TJwqkrE97/9dr2DK0UqAMCdvxG9emEiQNqOAGRimYXiVhcw+LQ2mo6g5ptsT4ffswMxeUWujKCPLV2g5qrUQIlxdhSexGCaLLULfrXEAV8f2gBmx0bigZxG2FEsKNC0HPJiIU0sPd4a+iZC4p/Z2kU/xZBh+klNbeC5/CbU8lvnizLsvDvq6fhmC5lwvpOew6PoWpdtT5FYchZeA4wg+yBGgc0yvt1tOgeHsBdLi9zEPVpdiCylDDRBQ3ygiNNLp+s5qwmS4QDDbwfhAP2xSlJRJUvczJl6zmjKiDyh5H16DbNYBkEJ1DDjvp09DjRHnHbp0dl7xcxPTo+WRKh0nnhRZumo0VxnoETDgX1SU2WQPPCRxd0Np/0GmATveoyBWy1O+ePxqkje0jLAZe5YMxCpevDzmpRUjbw3dOGc2ZwbsFBSBPhR+emyYbNBa3Y3aLFqilLkCabLFjhOx618Mw3Z2Tudz+nG7IgFTqzUM6Z+fBtshGVohHLExkziNbCfY+wDTIqVfZ31LLw9y9Nxh3zx2SuiXwwWRTHIzmbC/qJMMbln2M82f34fclmMxpRC6RUbiLK1C9Nh5xGnTaoNVFbllCeUFNBQXTyZKmCzaR/e8stjbGhTMd4nt4/I+tuI6jARQlwtg2luSAdXZAO4e4rLxnxmFqaHuF4q+/RyYspC/eti2hEnlMwqzmh21H17WdPcmjyts/yQoKxzFmTFUTIkr/X0vxsLp6O7tPbXztWZBkhqz3hnd0HMr+TKRtNjCZLtOmxOX8SAi0IAHStKFJuFmlNVm4vM5XclIX7o5iQ+JIB4hd2VO8qpjzYSZmM3qjiI9SclGuyRD1SZhExoU+W11zQ6fNIJk+WviaL3ehFYfZVG2w8GsGMYV3Ro6qYu+ZAdNIZsaxAu6XKWdq2Wa2enfHH6upKJ0CZXrAHFZ8e3wd9mQiSOgx/EJt6gBfgOOElYnEf+piGdhSgmRTvIYOXSFbzTDOu3nKVJqssZqNPdalGMAdpEwCCh3BnhWm/gUXEdDD1CSae8puV9kEIlLx2wFuu2n/P7Z8Ut0vMD+kz5zNPFsVkyuDH74RaZ3IhVz3+WtEFietpnyx5H9Rz6oRw501Xlc2R0PPJ8i8Y6ARTorR6LHT85fi23fujvK7qoIgyi/QkIw6wNwTdAx3oHLi5H9ErY6nfDUDPf9bifnsPX0x0QYO8YMOH9ZnfrE9WPGIJmdq9h9jEqoxPVsTCU18/GU9eczLKitTmginbJoNJiNCrUwk+Pb43vnLKIBzXsxIzh3XFZyeqfXYA7ybHC4c0g0iewkcs12bgbUMWiY4/lebva0rxmiwyDxaVL0To68JoslyBLxqY6ILBfLLoTZ4d2kRLNMlPj++ducYJWcxYZPujaRJqHxXPYzN0NidtJrKgS8giGCX2WXt1KvaUf3XmYCkNPaqKA2uy+NDL/Fixr3QkYnkEc1H7svX/9dlDWtqlqaotE+e7y/RLtKHyyZreI6XVhm4UsHRbyqquACKskKW+j9KSAH41WSJB3BL+5umgxkJdV6XJcqqr+ghiVuk3TxYZwVBCArWaqbHRSZPA1hBV10pGLHkA5zLLRIpmiyJTx1yQ1ygQ40201SwJ90aF1KeiC+pYzfj5pvjlzf3kjlILYFQ//P9Cc0Hqvffhlyqmwd/aF92jo/3k9kjZeyzZz53rxlzQoNVh2zZe354VspIpG81JsSZr0oAaAMC5DAPsDks+sEt5xgH0SLM8PmYyJc6TpYPbzxuNr88ZCsuy8IcLj8ePzmFN+SQfHfa3xTNFOhGr2FN02QvN+ecI6shOflVmCrwmiw4VTY1pRMDhsXOYCeGestN9t8y/TlAB0TNQGgvAG/jCfS3mMhf09AELI3plNY23nDXC47clpFNleWmzppO2MEdWug31oMS5NeGtW1uW8FxzMG1IF6HQrGJOe7ZoAL9ySlZ445/Te3Cio4WVMVtOwnCdD2u3SsbPSFBOKE6kKSXS/QvaENSlk4ayNOizGOxBTa4R1jx0EM8h3gc0GB3XO+QtVzNbVCASEW0Uw00NjVZ0QVIApfvzI2CLSPJrMiUa/1wSpYpCVAdZR6y5YEOT+Huu3Eeht94dyEJqc5oswXiHo8nK1gmqzdE90AgqZPnNAyhcm8R8hR/4wgtK28XvE2J6/LKPbB/OM7ZjRRbo4w+DgsDO+iPYc7Ax8z+XJyvKmxY9cOkkfHKoyZWMVc70sxHV3EjZeoxAWPD4ZDF0dyrl7c5FVOmYVEUjVib8vZApIfJkpe+zwJ5hNiXtTBAKt0+WkBGlzAUFp1RFAq1eMsULyToh3B340Ra4/3fGOSq4BrD+BfzHZmzfavzx4onoW1OKAZ3LsKu+Af/z383ZOgI6VMEDeJ+sFHbtT/vrda3gtVGkfTvBFLIfpGO6lGHakC6497n3AKSFrP/XElhCFz84eyQmDqhBGRcVjBfi3UKWzmFHn5pSvLljv5f+SLbdTG+S6e9UKhco01TSwklRLCrcV5z+SS1SawW+4DRZxHNIfrOgNKQxQpCQJT7n+iAOhaLEAYFSkyWhjXc+995HCo8avq8cMxXQXJCdGUpwEJpzamgSdYQ9CpTMyWqGRF1Q734ZY+LL5qTjaPClOVQ/qFyTpW6Deq+pIEMALZyz8Mube8jTFKTcoNaJ4zvsQGQt5MdcMMi61NNkuYVO+T6ho8mS9yPuwx2IpD3CCFntBB+5Xkp3dEF2EcaiEc9JPpcnyPU2TB3UGX1rSrFlzyFh30E1WUFg8bs0x7gP614hr9sCVkBi84qxSG9ocu2dTFBTbWrNqVSGKdaJLkgNqYh54wNfOH5IKU7ISsQiWiYwbLuAxLTD9ZB84IsWIYsRwNlTSFFiTef3yUO6ZK4VCyJPeuhQPI9t86aTMk0WpXFgaRd+LFynp987bTjWf7APXSqK0L+2VPiOOHf0rCrG9n0NnsIyV9hlt0+W+/Qu2qIhYn03nLbnDO8OwOuLlu3OyrThps8NX/mjJFWL4xGlkEUZuPgRwkhtBlPOzjMd+EJdnq5DCe/q/rTWP3kYIv7tQKXJcpr2e0JNDY2OTxZlLqjjVO9nDoV7nManzY8PkJQOGf0tjbM8pOiZShJUQJvsTQclQhYfYVjUhrILDnqBIdSCs6g/nVD05F6tAdltqmS7nro5CFmHXTnARFopWpsf8OFbQGmp0jS4/netG53x1znIkPXp9GdCuBu0OtxrjMuTFbFISV91mhmPRnDPhROk5ToqfDcoEwpZuXtjYfuuLk3gi9MGMqVeutgPSaPEDJI6AZLn8JIzBc1JOzMHEYvPVxQkdLOIBvbZnHFJ2nYmR1Y8amUYcR3Q+Xf4/93JiAF+A2VP7e2MuaCakfIE3PA5VmmfrDQtrE+WW9igxpsK8e727YhELPzv5VPw6wXj4Q7Q4n6Uf31lKu7+/HjMPa4b04cXvEBqCZ223RrQf31lKn6zYBwubTG7lJkUOm3rmUfxdKjKZZAm9HbRA8jGm2AwwtBk+TAXlHVHBZ2g8mRRkRjdbYhA0amjyVL2IJJ/LHUFv3myRI/oN4eVWBhUj7/bckLch75gLoPsUYT7gOBaiYYZvAPZt7UkwQbZodaUug+d+0RjpXNeO2d4N2V53Efwmlx9slRQ1eR907w1nW92pl9KWyzoI6jJdOYey+2fLq4joyn9v7zMgVbgC8k3J2NOa4Qsg9aGm+FKJu2MpiYRjZCLkLLLT0TlJ6o6JnhuBH0lODtk8Gp0ywI+N7Gv8n6W1sakWMiiGGoZVNEFPznUmAn2EI1YSLCaQ1FbpCkA01dLC7xPVvpac9LOhPZ3TI9EyXN7VhWjqiSOW88ZmblGRdZSZaUX+WSxm2NW4GTaE2zC8WiEF0gFdChDuNu2lk8WNd5cNEeC4ZM9hxfpep3LizBvRHfOb4ISvCOWhb413lwuvBmWhc7lRTh1ZI9M/9IDgpa2qYSkquvZXun3R2ZymzUXJA4ZiNeSWrssWBqDmgtK6xCVOHNBwUNRkRwBnbHg14Qbqv3bqa10aBfeR+1f/oRHYZ5HCT0yOqiTeGG0O5+BL4RjoXVwoX4v+fa89WS5G/2gNC63Zmm5mnMffoRaGSjLGV4bnTvNLHT8lHQKqWXl9oMPEnk0jGenzOjdV7wkqd8/gA4O5O7bbdEB6GlOCxXGXLCdwKvJ4n2yKE0Wby7oLVeddupkYQ8LbnMCt0aI0kKxHw+Z4Bk4/LOCQdv2yWE+hDsh1LpP4j/rEh5FZhXsHDq/G5NZc0GHsb3xjOOwo/4IPjOhN7774HoAwKjenfCbz48jfRRkNLj/d+aFZSKjgrHXMesqiUfRlBSbuLjbdX8IbIjNBT0h3InnFvnAsRCZMLAQHWK4uxGFyWfx/sdZc92IBYzvV43bzh2FAUzizHgsAjTKfShlGh5n7nRyllAmPTrfdmmuOcvbN/UeC9sJ+g4T2hOeBua3hrmaeN2o+6PWBKATwl3820EsGuHMTEXwmA4RzDJ/8izo0+OTJWAi2bERCVkaU0yfxGd/U9oyHW2liE6dpShlLkU0CepxmixCGJJNMyfQE7QEZd+pNnhzZankrAT/HfZBnAbC0mSx7YgsEhpcptRBTCtz9clK9wHIvyYQPKT7vVZUbYEW+8jtJ9490/hkGbQ63Eus2RVdkNRkSU6WHahMAoMEvgiq3XX7OLgTyuYathSgowvKwNqLu2/7+MCRTMQlr3DobYt9jutPOxaXnjSQKxf5zrCMqzOfTcmsuaAjePXsVIKHrzwRDU3JjJBlwxao/rO/KebNaSPTf4vmkzP5YZaYM/86Ql1JIor6lsTZ4rES3gYgzTg687m/oSkjcHatLAb71lBMO2Xnz+XuEGqyBEyi63+KyXn67d2ePj5zPJ/2wK3ZdUN2gJDVIAmLhXVl0DGjk528Z4Qsog/KHJArJznt7E8/mizfkecITYnQXFDDDIzqQ2Zqw0IWiMTKrAsF8xRgo9XK/yU5oHGgZ8oHZR3SnNOnIEcJJ/JG6LZV10o0fPccyL69bBtU4IswEDT5MwUqEiwPOp+X6npQ4YW9TzQf3vQoorFS9xGGJis9fs7HWlDu6VNeHjQFhaRr7l5jLmjQ6nAvsiSbJ0uSjJgFnxxXwCQqONl8Br5wv8RcMIWkTZ7q6iBKmKfJUFYkZ4iaknZWk2VZfDRHkUM8xfQTPlnO78bmZCZkr1t7wHYhWh4Us+zeHFnrSydBdVRiH++sR7YF2fe1NKE+66Gjq6VpcASskniUi7blaUPQB2VCSjGywsAXrmqUyc9XTxmk7CPdDyEYSH2yLE+5FlMvaktJQRqUJovqg7I2C66NVgs9LHQEDSp8OhX5T8cMjNrndIQRmWbdqe+mjWOeCJ856n2SgdLy6Zjh0ZEuxf050NGsRIiFoGNyLhUSNUy0AKBUw6zUgVSTFWeFLHUbQT+ulP9a0MAhLPwEr5FBRoYnWbuyDXkpWybykVt0Cp93UZgni3QpyJ0XIk2RXRU8PvMapoAxtw+ID2TMBduxJssIWe0E7ve0KWmjqWXhaZkLxtUn4DJN1hmjewYSsvxmWnfgVpFXFGX9WIriEZfPVkBGi9MG6LfBCgPuzSeZYgJfRCxyzCjmS2guGPeaC7KaLDcjFSU2er/Oz6ygnwl8wXTJticM4S7pp5gwhVGauDE+WQ66VhZ5xpSKLkglTKRyswgDX7ioLSbewXH9qpn+vOWAS+MmKJebCzp/aabSzwdbVpUKfEG2S65Nel2JynkfKeo+HUGBpclbTgV34LWb4v50IkJm+xDXkApZFt2urraFhQ6zyu0dgsGJUYPruizW8qmFar/BNcSCA9mEtB/dsQ3DJ6uE8MkKQf7hIJpTnUNSigw+d6a6dqsGvlBUpTRZ3TTyOFK+ljoHGRT8Hqi5n5lNqyM9tPMZ+EJEXzuWsYy5YPuBW5OV9clKB75Q3y1jehy4N6uV35mJtdv2Yeqgzp7w8a0Jt49DSSKKv1x2AmzbRmkixoU+JQU5SXHQU/AyhblXExvC3XL5ZImYdoJxEp2wijVZqUzgiyLXh5izCxeMBT/WAsHB5cvRzCwyhz5WOGFpFiUjln3AqFNa0Qeoe2UxdtQ3YOax3Tzz2aXcG8ac+nhSGiKK0dLRZHF+kUJtmZohlPXDgoqMyd1OfNhaiBLQqSQBgIZPFiWcEJ2ohObyohiXK4hd+iq/Sjd0NFlk/jViTtnogjKTGJpOmnGVBb9wqnsYIeLZOfZPUK6VVJYwF9QKSkGNDdsfsbc0yXI/EXOspXHTedckNAK8gEQJDrLogqSwyAYxUHchBTXeYRjF8Ob+wSjVTQmgPHxQlPE+WYJ7NegmA18w5e6Q8LrwazLt/p8VstzBPBzw2i5/8+U8Y7IdmwsaIaudQBTC3fHJ0gnhzpuvecEyb8f2qES3ymLMHp5O6EoFcdChVxcihmHyMbWZa+zGQ35sJFJW0BMgNq+Rx5SOCeEejfDjKerNl5q+5Sc7hwlWyGqmzQVFI0H5K1iWhfKiWMZfKskmzLS8TDunyUoJNFkaQpYIotPPf33lRLzwzsc4dUQP7D3UyNXvWqkWskihljjxFn2YdAJfUBE+OQZFskBUZr2AIoR7hiYN5tcH4yr1AWrl6IIqIezfX5uG5W/sxA0Pvw6AT+VABThh4TenC3VAIGKaWE2WjEmhTDx1djPZfGSELFfDVATJKKmpl+9FmTrsOyUYGyrqqPu6eJ9Vv9e8tp/uQxw8Q0Ic14b6vcy2Ja7HrhN30ARdUHtYGJosvg31PipvQ13HT+ALv2yIp29F+0pzQZYGkam+Bi1+0lj8563dippy0Jpg9f+sn/reQ03CPrRCuBNCL5USqJBhzAXbCdxLzO2TRTkGJrgTU285u1klXSd6bemT5QYfPTBYH0FtmVkhy70hNadszkTOT3RB3ZN8UXTBl97bwwS+cDM27Fh5B4uQsQCACzsuEuR5n6zsdac/HW0Aby7ohUir17WiGGeO6YVELOKJftm1oljdhoAQyracPwUWMYS0uSB30CEUatk+BETAHaBDwDQSPll60QWhrKMjfBTLzAUtpw2uRUE9QghTCEu9OpXggsn9hfexQhZ1Osoz8OpxFdHh7k9oBhajmWdK40ytTYBOw+HxySLeW8qHUecgiwoKEtOwM6LopMr1AsHkLuTqarKke6TGOvFDA2kqG1DgogRSP6avMsR9+FX6Zc7d7QUcapcmS/3t1WlDyCOEbC4YpD67b7hzf/npQ1bF+V615+iCRshqJxD5ZDUzPll+8mQ1CfJHsS9Ls2tBB0pG7PuONEjzG84kLVgvQTVZKrO2pmQqExgiGrH4QCOij7svc8E02NNo9vfabfsAqO32qcAXMrAnVaK0YyzTLjYXZD+I4j4oTRZ1ku8xF6zwby5IMcOUT5bwIMJVjfKroMJmA3Q6BXk+Hm+5bEj8mODIalKaLDpgASFkBeQC2fFzLAHkNNDt+REGhT5BTLlj9usGZTqpM6cyLaqVWRfy9qn9SQSvT5ZakBYtaypCq4w2WTk1/jLw2kr/BwJKuG6VRmhjiGiQrBM/XVHCelCE4gNHlMd8JCP2C/c63HZI3r6qZ5asoN9eMrpgKEJW9reoNdXhiy6oiLgqOP23YxnLCFntBe4TGdYnSye6ILvQqbruSC5BkhFTkFFAmbCJcjH5BRVoQYZyzlyQL1u/vR7PvfNxSxmvyaKERUoj4ZSzjBLLkDn+JypzNHHgi+xv2aZfXpx95vFMYAYVnQCbJ4vtT9xHCRHG2m8kRpGQRUYXJEyTqBNxceALHpTJro4mK0Embhbf54y9jhMyZQKn86GkAl+Q5rJEOfX+AEBNWcJzraIohtJEFIlopCXMv4oGggNx00msXeqZZMnTKZ8rHW0xGV1Qch0QM3OUJj4UTZbGd4cOb68ef2pvSbfB/CZokLehPvyQ/S+CbJ04kJo9khq57EXKLFkHQYVaClS6DRYyDkH3gEk1Cqq+ubKAfAr1zdJZuxT8mIbr1Bf2oWUuKAZ3cNtOJS3jk9VO4F5eTUkbTZk8WRYp6ft5NzyarAAbY3CfLOa3oJx9YamXTkZD7+pSrNy8x9MfBS66oOvG17buzfx2a7JE8JVosOUvy7geasw69jvjoApuIg58od7EAV6w7F9biievmYbq0izzyuW6EWgZdU7ZqRwwfsN5izVZ2d9iplAdcZLWZHmvuYecC0wiZHKY/iTvHGVCJddkWZ5yqR088b5zcoWkas6BLyinb40XtzQRxZ6DrvsiFl793mzYNrBoyavK+3W2Bl4jLRAUCEFCB5Sswa0bSR+UkKUyA6IOJUTwzJ+gOhUUR8t/jhhSi+jDr4AkrK8xrbLlrAqdHxQyX2QyCBFbHlAYIt9rLU26uo94K2qydM03/bQThlWPsDyEs28qT18Y41HsI2iLt//s7/aaK8tostoJ3OvrJ/9+K/Nbx2eKfTmoperWdIVh+6sLP86eQd+5vjWlmd9+nozLk6WoF7GAOOF/E4SJZBnXOcd1z/w+2CJwqRJOB7ULZzVZlgUM6lqBWiZ6H89EZu/zYyJBhRb2q8nqKhKyCJUD5adHMSgioSLpMkejAl+A6AOgT3HlPlnectmwUj5AOgvHHekyQ1/mVkKQI7rgogtK6pRIaCiOR1GSiNKPQRz4ADRTyZu6BttHycMQjcMS2QGMc6uKmdI9BGKh409FBQXR+q4R6ygMRpU6VNAKfKHxrqX/b8VvLSEssleCmtRTAr9eEAQ1OOuISiRUwQAAWDZJREFUgBysrA+NswGtUrYkKJ9C8QiUubMOihU8A+Bdt6r3TfacLL+1fe9hST/idtk9IoTHbRMYIaudQBWuXGdD5F4O4q13a7KCMQdB82Sp+/XjkyV96WtLAtGmCnzBQkeTRQUgEDHD7IZYWRxDz6q0udPBI+LAFyxE0Yl1tEwVRayyW3ASLDmpF0YXlNBGRhck5tz9MRIGviDWMB3JTCxMZu/3jn2za9DJhMdEH7J+WMg+zFlNlvL2NB0+TEhkH125D5CzLsTtUVcd6KxdOrdQbgy6hw6ihwCurV46RDIv+1vSB/mNUBZ7C6n2PD5ZIkGNZfoF7VFBXmTtcuXM76CaLDIqn8ZRnTy6oC+uXgtBoySyCHywSryX4QiRjHBOtOdXwHE/d9BhoAJf+G1DtP6rSrJBqYLOVwmRPsV9KUg37Ddrf4M4AqFc6PXyFO0NRshqL1CsL7+aLAphLOagpzck08K+dGFosnyMSxmXjFheL2rxQpZbaPXcT2hvnJ9cniUr67OQ0WQpzAVFwomO6Vh5Ea/JciMmOY0WmQvKwxOrrZZ1giQ4fUcssS8OpcGJ8tK9p5zSZImFLPdhhbdfWbk8T5Z6zqTmghFvuc6HTfjh1XhnZEKWQz6dbFjdvg6zJtNk6YLzq5SNK3EoxJ+6B2OEqPt00iTIxsvKlIuvi8oAd/JutYAkA2dqLDQXVPswqq474A6BBEtSLxeX+LeqXVUbquutqcmyiLXKXms9TRb9zfGzNwTVDsvbdh0OaNKhKguDFxKBPfQN6p9F7ZEeHzVFPzok+B2KMHzw2xpGyGonUC0vKpEq4FJfE3VFQkG+oJNY00HQl65vTVnmd5MPHTSrSVIx/pEIH/hCFM2RMrdhP9yiZMSAlfkQHtLQZInzZDGtSR6HNRcUge2T3YCTKa/GQvbdpgJfWMxjyabcGYvO5UVCxomK5kjnNVMLiyKfF7c5B7W2uT5kPlk5a7J0GHJlFzwkdYskc2q5/srooEjQYdZU5rNuukTQEdLo8N70eNOmw+L2RP3KWqLMSN3tUoysb02WsrZMO+xPABKWc33oH0rI6gSNLqiridvf0CysB+jnq5TtkX5C0QfVjPAHRWoagkLnm+JAGsJd9i66hSyVIKXol51visOQPYOfeGNBtWV+g4DlOn9S1lLjEOLSP72KX74exdZPDuVEQ75hhKx2ApU8YVkWenVKm8BVSJhiTn1NvI9h5CQI2oKfE7SgyYg7l2c1Hbv3H9Huj4pU5SAasTiBzBGCuDrEZiXyaWA1VbZtZz6EWj5ZwjxZ9FhzmixBObtJsx8FZwnpRIGjzAV1DgicdSMKegH4M4+hTqt1/Ufc5oKW5LeoX6m5IMXcEhoLnTw1tAkcvW5Y4ZsL8295+xCB1GRp7BPkKa2P+2V1qQAROnNa7COnnpAGCT0yOioE77R3u1E/F8WE60Snow4VYkQajDRt1DpSP4fW50ZDiPXRhOu6fou5amYpgZO9FCRti7c9gUCq5dpAlbPf4dzpZFFaxI9xGK1Th8Fy6wN6r84VlEm15zXOkRC/ecvYfeaV9/diU72Fxub2pdHyLWQ988wzOOOMM9CzZ09YloWHHnqIK7dtGzfccAN69OiBkpISzJo1Cxs3buTq7NmzBwsWLEBlZSU6deqESy65BAcOHODqrF27FieddBKKi4vRp08f3HbbbR5a/vd//xfDhg1DcXExRo4ciaVLl/qmpb2AOqm4/5KJOGN0T/zf5VOE5X72IjdzmE9EfYRnpZKJysBu/kEFStXmHrEsrg8nxDpXhzRfg6ecFaKONKcyG9DhRkeT5TdPFvNbcl9FsdoPjdPuceUtEQ8JLVW6DfVpGncqKJkuZyxEQS8AOqoVdWrOayS85SItokqTJe4jC508WaTZo6BvnX3Aj1mjrC47niIBllp7dEADrrIQsuAbuqCiXrrpEJtW0gwh1Y+fEO4yHpbtu5oxp7UE5ar2Hfj3yVIz9SJBkjpQAGhTPUojp6OxIX2ytDRZsrbJWzOgghQ4kPEKOuvEQTRgRAnKrzRKvfg6fXDPoW7Ep+LE5YNMaauUXdNEtED2DH5MAINa0pFWJK4RUK2bXKz5ZM1SUUfbA3y/SQcPHsTo0aNx1113Cctvu+02/OIXv8Ddd9+NlStXoqysDHPnzkVDQ0OmzoIFC/D6669j2bJleOSRR/DMM8/gi1/8Yqa8vr4ec+bMQb9+/bBq1Sr85Cc/wU033YTf/e53mTrPP/88PvvZz+KSSy7B6tWrcdZZZ+Gss87C+vXrfdHSXkAt4GO6lOOXnx2Lod0rhOW8+jpYwAg/8Hti4YAKDsAiDBvdoGp2FWlupYZQyLLUzyn6cLN+Xo3JlEeTpfoIi/Nk0R+88qK4sgor2LEfhWQmrDwdbpdMRqyxpzrChyjoBeDTr4UwyRIxZiJG2W12S/nvUAwhkEvgC0G5BkNOQVaTy7kTZdeAdtNK6DAguR7GUwwIoKGR4+qK66gOR9z3CQVSYu2m62R/c0KWhCaKkaU0vzqaECotAnegENArizIt0xGQKEFaZ01LfeJ8vGt0IJc05IEv2DkT7D/M76A+PtQepiW7EV3rBL3JwOfn3W0e7wTqEUFXC0maC0rGRCcSrIOgvBDtk8X/n6vmMJcQ7g7yGe06DPjOk3Xqqafi1FNPFZbZto2f/exnuP7663HmmWcCAO6//35069YNDz30EM4//3y88cYbePzxx/Hyyy9jwoQJAIBf/vKXqKurw+23346ePXvigQceQGNjI+655x4kEgkcd9xxWLNmDe64446MMPbzn/8c8+bNwze/+U0AwPe//30sW7YMv/rVr3D33Xdr0dKeEKaClDazazv4yQ4ejjCoV48NlgGoNxu3C9ZBgZBFaVZEfgCsoNDYnMoIpA0tiYkpZs3bB12H9MmKi+fLkS+oBLwAL2RRp2kyodjZeGXmglTof1/+UoIK/WvLPNe85oLUgKtPgQFa48aukVjEygh6Ds1UVEu2LiCbDxoy06NMMmKCgfBjLihlv3M0SaSEf8A9T2rB2W8OK+o+Ua86wmB1aVxZ7m5TBL95ssTCofi3bh+y+/h+1e+tDijtjNb7ILkesdJjpWNRoSv46CTgpQTOwD5ZzG9SkxUCwkhuzKLcpclSNa/7KNSBM5XbsDVBatHd/+dIklzLqn8I0eGFLBU2b96MHTt2YNasWZlrVVVVmDRpEl544QWcf/75eOGFF9CpU6eMgAUAs2bNQiQSwcqVK3H22WfjhRdewLRp05BIZE/c5s6dix//+Mf45JNPUF1djRdeeAHXXHMN1//cuXMz5os6tLhx5MgRHDmS9dGpr68HADQ1NaGpSRx6Ml9obpY7xPqlLZVKkffkWm7b6jop2xaWR5iTo+bmZE50pFLiPng66TrLrj4R3SqK+XqKjfOTgw1c3WYBHakUk0w46X3OJDPfyebmTHl5UQwHjjRjcOcSzwcgZsmfRTTeqVTWV0xEAwCUMHtwMuWtE0NWkGg40sTUTa+xKLepiumLMXOeEvSRbE5yv0VtOPxYbVksU87+TTJucUnB+k8m1fPBjpXoOWpKBOaCzXw/bB/JZLOSBsjeD7Dvh7cNMHQWx6MZLarTH/scNsTvD0+neizSNHiaQJIZcC5Ut9UyH8ycNgv6sBkBVbimmXLZO0y1wTI/onJWMWxL9pIU04doTlPMONiyfZegA8w7lh5vfq2x8yGioaWTzK9OxbxPVlNTk4cGdv5EbbJjK3ouO8X7oTY1NaEpwu+Z7NhB0IbF9iHZO6g5pubHDXEb6veBHVt5+/I65UVR7DvMf9+pOVQ9h+x9oPZ7dixhB/v2UmvR1vjmUO+lbWfpTBFzmpKtG0kfxQKZQ4e/UtVJJtX8lmVJ7mees0m017NVNegUlbMylmht9+xUjPc+zgaaSDY3o0mi3dPhpWRjwbIyJM+Wot/j1oaf/kMVsnbs2AEA6NatG3e9W7dumbIdO3aga9euPBGxGGpqarg6AwYM8LThlFVXV2PHjh1kPxQtbvzoRz/C4sWLPdefeOIJlJaWCu7IHzZ8YgEQnzosW7ZMs5X0dG/a9A6WNol809LlyWTS49/mXirecr5eY1OjpE66vKGhQVj+wbYInPPu115bg9gHq6VtyOlIl+/YsYOkU14n28eGlU9jg6v04IEoZOeTK19di+gHrynp3Hsk28e6detQvmstV/5RQ7Z8zZo1iGxLj8ONo4GmFPDsf5ahfi9Pw/rXVsPa6t4A02188sleDw1vMGtq5Ysv4uM3vM+y9UC2jVWvvIKGd/j2m1PZ8qdWPJ35vWv3bixduhQ7D2fLt23diqVL3/f0sYup8+Ybb2JpPU8I28dbb7+FpQff9LTRdCQ9Flvefh1LP17PlS1btgzpoF3pNj7csdMzFux4i+bjrX3Zsdq+bRuWLt3ioaG2KIqPj2Tn45P6/Vw/2w5m+3jxhRew63X+/vf2Z8s3vv0Wlh7yPueW97Pvx3PPPYv3XQq01z7O0hlJNcFZH0+vWIHaYuAQMw6NjU3Ctc/O2bp161C2kx+LdbuyfTzxxBNCxuS1j7J1mpuOZOiIWun5YNf/K4J19T7znCIa1+7Otr9nz8fivWS7uo0dO9Tl65mx/GD7B1i6dKunzoad2TovPP88PnRZa69h2li79jUUfbjG08bBg9n3WETH1i1ZOp988kmUuxRR7Fj85z//QY1Amcvuq3t3fZD5bbXMx+7d/Fi8z6zF5559Fu+51hm7L2x+7z0sXfouV76HmV8gvU5cMQXw+o4s3WvWrAZce9cHzPuy5+M95NiIyt/Zmi133gEv1N+Tjcy7v/rVV9H8Hk/n7l1qGgDgkz3yOY6mvN8S0TedWifUWLHr5Pnnn8O2cr78gw+yz/HSi979ie1DRgO7Nzy9YoVnLW5m1tXatWtRsuM1TxvsWhX18f572fL/PPUUqrwZOzJ9NDc3C9vYt1c8lmk3Wv4QQsZfHT6sNx/vbt6MpUvfkZanJDRu2saPZWfV2rVtko8Rvj9b2XdwDaLbeH5rThXwPPse//vf8Cre0+UHDhwg+a2PPhbv1Y1NqrHkec9nn3nGswfmG4cO6Uc4DFXIau+47rrrOO1YfX09+vTpgzlz5qCysrINKQNK396N374pEjiA2bNnIx6nV91VLzwBABh4zEDUzRkiLY9EIqirmyssc1BXV6fsIx6Pe9pgy4uLi1FXd7Kn/OVH3sDzO9PMzNgxY1A3qoe0DRkdTnm3bt1QVzdWSaesDtXHb959Hh8ePuC5DgBfPWcaulaVKdvYtf8Ibnz1aQDAqFEjUTe+N1e+9ZND+P7qZwEA48aORd3I7p5+/rLjZbyz/5PM/1MmHY+TBncWPkdVpyrU1Z3AlVVs+gh3v/kqAOCEySdgYv8aTx+vb6/H7eteBAAcf/wETB/ShSu3bRtfX5n+CJ025xT8eO0zAICamlrU1R2PD/Yexg/X/BcA0LdvX9TVDff08eG+BvxgTfq+Y489FnVT+3Pljc0pfH3lkwCAoUOGou7kgZ42/rD1RXy8rR7nzJ6KYS1+iU1NTVi2bBlmz56NJtvCt15+CgDQpUtX1NWN4+7f9slhfH91ms5Ro0ahbnwvrrzm3T349YZXAAD9+vZBXd1xHhr+8dEqPLPx48z/JaVlqKubmvn/jQ/34ydrXwAATJ48GeP7VXP3v7ZtH+5cvzI9DsOGoW4af9AEAG8u24intm8GAEydOhXDe/D7UnzDLtzz9hoAQHVFGer3pD8GM0+ZgZ6dSnDwSDOuaxkHRKLCd3TzRwfxwzXPAQBGjvSOxaFXP8Bf3klzYHPnzOHytTiw1+3AHzemhbOK0hLsa0z7wVpWer/acziJG19Nz/nxEyZgxlB+Xa169E08syMtyIrev+TaD/HnTesAAJ1r02vNjRX/WIeXd38obWPpvjVYu2eXtDzxxi7c2zKWvXv1Ql3dSE+dA69sw9/eTR/BnHjiiRjdu4orj76+E/e+nWYkx44Zg7rR3v3s5xufw66Gg1I6XvzXBjy/axsAYPbsWagu5bnKxjXb8cCm9MHCzFNOQY8qLzf23wdfx0u7P0jTMXwIVny4CUCarZk9ezYe3rMeG/buztCwdts+3NGyFqeddJLH1/fNHftx+7r0Wh44YADqTh3Kle+ob8DilvkFgLlz56DUlQ+v/uVt+N/N6bGbMH4c5gznD0Q37TqA29Y+DwCora0RzvHLj7yBZ1u+F6Kx2/TUJvx7W1oAPOWUGZkovCyovX7l5j34Vcu7P2H8eMw8lj8k/n+frMb6T3ZL7weABz7M7tXuOr9+93ns2cl/S0Tf9F9ueg47D8vXifMc1TXVqKub6Cln18lJU6fiuJ783rHiH+vw8kcftpSfiJG9qjxtUGN1cFV2bxCtxde27cPPWtbV6NGjUDe2l6eNFf9cD+zeLu3jtcfewooP04d1s2fNROdy76mCQ2csFhPucfdtW4n3DuwT9nHNi9lntCHnr3684RnsbdnXVPPRv39/1NUNk5YnEmJeaeszm/Ho1vRh+PTp0z0uC2wbNiwlDTIatz/7Hh7b9jYAOb/10O6VWLM1PVannjrP4xfs9FFeXo66uhM997N1HL7AjZte+w8ONTcJ6XTznjNPmY7airZVejhWbjoIVcjq3j3NCO7cuRM9emQna+fOnRgzZkymzq5du7j7mpubsWfPnsz93bt3x86dO7k6zv9UHbacosWNoqIiFBV5X9h4PK4lxLQmolG57axf+iKRKFk/13LAUtaxJOVxxq8oFovlRIcVidB0WnQdUbkl8Vb9wYRmdK0q89zj/j8Rz5oCxKLe54zHsv/LxiHu8sEqLU5In8USPGeC7UNAQ5ru7BYho+NPl0zEvsNN6Ns5y4jZLfNbWsyYjUXFY13F7JcpwbqwItmxikTFa/dn88find0HMbKPV1CMx+OIsDF+LG8f8XhW/R+LeftgxyEqoWFglwpOyGpO2Vw9to14XDTn7FiL+6DeD7YP1t4+kUjvESVM0rGki75M3Ti79rx0xJi9KL33eD8jMZZO5qMctdL3JJojXF13H1HmHjGNbNRL8bqKuuj0lqv7KE5kr0Ukewk7Z3FiPkRznm7bYup4y9nxTgj2epYGUXm6jeyzdq7MMr5WS5+RCD8WPN3eNqmxKU7w/oiJeAJxl5M9u0ZEdJcUsQE6xN8LN91uxKL02LCg5lj0zlHrKE2nfI4rikX7rpdWap04kI0Vt1YFazESyc5HUSLYWFFzWsT8H5V8c6LEnLLjTc2pjM9gfX10njOnNggeQz5fzP4VCzYfVHkZs/aiku87+5yJeFyaq1H2HK5KOT9HcULO5+QLvvjtMDseMGAAunfvjuXLl2eu1dfXY+XKlZg8eTKA9Anu3r17sWrVqkydp556CqlUCpMmTcrUeeaZZzi7x2XLlmHo0KGorq7O1GH7ceo4/ejQ0p4QZrLrwBH1/PRBECxzoIz5iKgTDoKGcBdfF5lO+bk/U67h3Ol2AFUlIxYtICraXboOTcdJg7vg9FE9uWtOtCM2GEezICkzABQnsnQ74ehZ8CHcxfM1sEs5ZrtOwlmwzyGKxETmO2J+ywL8lbnsodzO7H5yQ8kcxFkGRBgFkfnNBm5w+mYDy8hSIPiKLiipytIWEyV6tsR1VddY6EQYy3X7YAMvSNsigjdQgQCUbRP3ifqVRwvMFtSwmjBL3AeVsoAKPKITZpmtInqnYhrpPPy8U0EDCbDPKjpbO39iXwDA2L6d5HQoZpkKLqTThtb9xFhQEVS1+pC0l+k35MysZAh3yR6nCoqT8JMFOARIQ7jngRcq1skFyPzOORiHNDe0frvtLYS7b03WgQMHsGnTpsz/mzdvxpo1a1BTU4O+ffvi6quvxi233ILBgwdjwIAB+N73voeePXvirLPOApA2B5o3bx4uu+wy3H333WhqasKiRYtw/vnno2fPNKP2uc99DosXL8Yll1yCb33rW1i/fj1+/vOf484778z0e9VVV+Hkk0/GT3/6U5x22mn461//ildeeSUT5t2yLJKW9oQwhSxKrgi1L599BM3PETYdFOQRgfzfLxJ6qY8V4N1s/ObJohhE93WdR+taUYRd+49g5rFpgYeNhieRsbjEpSLGP4wtlf1giYQsSuDkGC1ZJCQXpU2ePFl8bdX9svmgvv/s68OaZznNseMgDfVMzLnfvECtkozYJw1BIEoIrqKDSsUgTRRNClHqPri6kuvs+u7ECFmZaI/u6ILEGqAOw6JReXvZdtXvFJWuQAdU+HUdcHuxYDRmDO2K/3xjutAUUadvd0S7IG2w0PmmCYUs5ndQRpaK0qqTDJ3qmX2+oHmyVCgtiqLxEJ0rNLzogrLrrS9M6CS4pubUD6TRBX20IdOkFSp8C1mvvPIKZsyYkfnf8WFauHAh7rvvPlx77bU4ePAgvvjFL2Lv3r2YOnUqHn/8cRQXZ00UHnjgASxatAgzZ85EJBLBueeei1/84heZ8qqqKjzxxBO48sorMX78eHTu3Bk33HADl0trypQpWLJkCa6//np85zvfweDBg/HQQw9hxIgRmTo6tLQX5FHGEuLuz4/D5X9+tVX7APzlySJp0CAiKJ3iMN/BhCyRAMQzb3QbgH6yyqB96DDXj371JLzy3h7MatEqaWkcmOvi8Orqch2w8yLKtc0JOMT98pw3/P9JTwh3eV33NfnppjrFATtHJVxofP13idKiUkynp46A0c2VfdA55aUFEnU5Fy5fyggxVSR7QrZcTzj3tkEJpPQ7yicjFpkE6bXvgNJ06DDp1Hr324a4PHcGUaeNAZ29KRz4NuRl+kKW3gPIQ7izQq26jeDJiLMQ5lcLQXBgn89qBX67NB7FXqStqEJJE0OUy+Y1H6HKdXIB8nt5bjRpZCog0c4UWf6FrOnTpyslc8uycPPNN+Pmm2+W1qmpqcGSJUuU/YwaNQr//e9/lXXOO+88nHfeeTnR0l4QNLlvoL4E1+aN8DpEtgZ0TET00XpjJiLN16ZIMgfi3yzceWSKFKdSohMknZMyjdy1HLpUFOHUkdm1oiMgUYmy+fJgoPqgmGWeQaEFC8CbjNiXoCObcx8CEPsB9bM0/SRNltIhqeMsWT/zIWxHg7ki6STKdU5M/Zmr0XXEfbCVBfdrtMW2wZoLtqTYUz6HqIjPZ+hfCHPfRyUjluWRIgVpjYMLCjqCMgWluaCukBWo5yz8vNdBNVnsLIlNEnMXnH1psgJ8MErzrFmUarLyIWRp5AIMU6EmN9/UbyNXQS/faF96t6MY+UwQHIpAF7AJXpPVvuDnw8RWFWpvNNpwnzaqfLJEfeiZ0uQ2C761kXlY6CJNVhi+Ne4bmxXmgqImIgTTCYBM4su2URxXM8IyhOGTxT6hyN+NXP9+tDcybVqOG4iOVp3UpBAmcTrQOXCh+mDHi2UiDznpmSx3fea3oD1ak6UjoLK/ve2xmkT3gYWoDbq/oOPPzmGgJtSaLF2fLG2mnhZIKfPNoFoUtm9hMuIQ/IzYQ5mgmjHVXTpJyNNt6PUtMk9nIbVayIMwwftkyQ4Pw6NDoZ4JrY9CgxGy2glk7+k3RsqTFMvbUr/0YfC5VBsy29z8+2QFe1rRXX5oJ32yuA1WvAF5fbL8CVk6feTq0+D3fnLdhLA4xT5ZaoZaRwByX3WfvpOKFY0Tc1KTxRSzPnrUh15KB1Hut42MJou5GmRO9RgQYqyIu3V8gihzWE6TImmOEih9Cb0abbB1DifFffAMubdVdh2K9lBPIA1ibISaLGbA3AcWqnZlCCog8dr83AU1N8L2ydK5nwp8EYYmS6jh1NFkEWPMLjdS6xWAm9HxU9LpO0uDGjr+3a0lb+k+a1jQ8QPuaDBCVruBeHV2k/vaylvKp1rMJ/IdXTDoUIiY1nhUn2BOyCL8kKSmVz4CX4hpoOv4cboX9+GPmaYPAHJfvMLogsQ9Or5p7stNLpUZ1YaOaVOE0K6w97Ensn6ELNIETmMdcOK7YC2zvhRETBYhdPYJUstEVPAb3Y4KfCH3yVKDinzJ1xVfdzNsp43qgcriGMbW2p5y1b0OooSWSUdzyo6dqA8dTZYfDW1gAQlqOvXakKMi5OiCUp8s5jdtjhvwQQkBSOcc0p/grC+Q6fYhyvsnbEOrFv3dk76zeTAX5K0dWr07rbXZ0WCSEbcTtLcTgKAaIn5zb/2HCypwikzO/HyY2HkTnwTTwomb0VQJeaImdIJS5Hqa5veefBwAiPg12jwt+1um4HAzQe5nITVEGsycH5+sypI4Fkzqi8bmFLpW6Af74bWsgj78Cuec8OilU9yAuljHXyrX3SPu0+SNMjMNav7jy9VT4wDAgoVffXYsDjU04sknHm+5pq7vBrsOUxre7GRwD8FDss8iS//gZ0SDBknQUPj7a8OF8iK9nDu58tyUXyl7EBNG0AVh4IsQDkf4PvxSRYP1Uwrnc1S45oI6PlmhsmGFfMLfSjBCVjtBmCcA+TDJChxdMMTAF60ZXVBoLhiKL0tLuUYb7AerKBZRCgoiQY5i+tPXc5sEv9G98rI2CfMmsfkmW5dmZIXlfpz0JdwDtcbcwQR+cPZINVECcJEYA+a74/lSNQMtXJt+Iv/5pC3bhxo6ebKo9R0hGFvZfbI2/BwGyNpw2kkw5sXKEO6CNtm9R6ZlosCZ4BLPJQt8QU2inyAJMui8+xRU9+n6ZOl+ELVSMwiaYuXYwD5ZzN4p1ICGIDjwfl/hCyKl2uaCuc2HA9lQ8wJp6whccVEOQxd0e9bZBeSRLzU7aYcw5oLtBGFqstoyDxaFfIQtZRHYJytotIoWUNoC/uMh819jhSz/ttV+TeBynRk9c0GiPEcaAIkmizpp12GWiX4pJoe9FDRBJadxC8xUchKnulzahvi3A16QU98vAsccSOcjtxXrjt4pAuWvI9LiqerQfaghK6cCprjHkBo71l9KxxQ1qADqwG16q3sfX1e7qrSPoCtKdV/Y0QX1zAW9rbHzqBO4RIQUIdSGLSwEbU61vnlzwdzpDRr4Ih/mghQfAoQrAPkxW+8oMEJWO0EYSdzaA9pLdMFcNwvSHFDj4d2aLBUovy8ZwjCV8YMwfK4oCH2yWB8hYSTG3DUSlAmWDkNOMf4cnQE/0r40WRpR94T+ZzkuJp2gFH7mQ9gHkSQb0Ah8wfUXUBj0JUgEOwBQ+mQJCtlLsqAUN50xXNknr7lVVkVSFvhCfZurbu5aqKDvlGoKtX2ytKUs2n9N1BarkQweXZDtz1uukwydmlUquIasri60TOjgQ+gN6JPFHpK11qeXivKa7luvd51aQfoY3qNSq/9ChRGy2gnkizNAW3lgZIP2ESXyr/ijofVAMeIU+M1NbZ6m45NVHCBKkO9kxIXgIxfCSZhYk6UGpyEKGCWOXs+0IEfNGbuugkYII32yNNqgkjvzj0dHp3NDy5RP3QQJtg+ZuRolHOiE//alyRLU5ZlOWRtqBltpLihoj30umQBaXZbNx0WtVYqpb5IGvlDeFriu7L7AmiyVuWAb5MkSarKYMQ4eXTDbhuh7wQoOUhNQAr4OOAP4WQyoVSeW1mlDhwQHcqsFvfZzAbsuZeMapiYryOf7BuKwptBhhKx2gjBVuYWssY1rME+FANGG5OfDxG9u3nIdNT4rkJKaLCIZcVDmLN8IY+kGCTSik5A0V2aZP9kXN+YnhHtwTZb6w0uZAqYL1HWoQwRKoE9oabKIsSLuZ7Vl8hDi+sKkbD7CDeEuE86J+1zllqLMjaDMMttLUJ8sPwc/bZuMWA5dnyxd+nV4BVFT7BiHYaomaiJCWAwAbf+dOXd871Dbo32y6AO11gLvi5wbWssn64SBtUHIKRgYIaudQCcXSSGhEHyydPytgtIpuk/HhEkX7CjoaLKK4v7NBfVCuNN1wgR1ShnGAYGIYaNNyxiGUGPgqkvj+J8LJvBtUIEvmN+yLvz41sgYVz+CWhD/tXQd8W9RG0GmlPfJCtAAaIaZE7I0fIIoc8EwTPn8BE/hr7PCoLeSxyfLR59SAYgbG28bfoSXJll0QWLwqOS4esj9oEl1X1kiT3myCE25TCPpB1SgEXbvDNqfP0WW/z50eRDd6aBoaMsDTv5wMR+arNzMfq08WGGFDRNdsB0j6ElH0GAP+UD+82SFZ7LgJ08WT4MXOnPrJ/CF0OxLwxQwDFOZQgOVjJiaD6kAxNR59XuzlYyrCFSIZcBfCHeZzB+NWMqIcFzfQaNSEgx2rv5SOkEpct0/uAh6Ek0WPx0CQSJCrxs/6yLouNHmgvI2KZ5TrmVSw8/BRdA+ZP35AWVmp9W3glJ9pj68HZgyFwwKlregzFKl5mk5UxEeVKyS9noKqMnKRxAwvfkI8+A7t/sLWbEgg9FktRMEDVzQVgjqWsP7ZIVHj186KIi+R8GdhQmfLMlocposMvCFWhMqPQHnTnFbf0LyEvkywD1+NRLiYA9sOdWHmA7ejEekHchdUCMj/ynv9tYRmg0R5plUH6yWKagpmZ/VLPMJyocmy5ffUUjmgry9p/peqb8aYUrJ+WQRDyk9FPAxOIETCRPPoddGwBu5RvSqyfZQKry6jmaJ1BxyddX7U1CZzs9tYfqyB22DjC4o+XTnJbog07dEWR+uJksWwE2zkwJmeaUwQlY7AeVT46+twgUfXbDtmHr6YyLSZAV7nSgBWkZjxI+QJbims7Hl++SINBcMYfWKTmxpfypaePGjkaDuD6zJYhlXWa4tUshiBSDK1CXgWDC/hXNKmvJly4OakvlBUsKBUFo9nTnN1SdLxySOMzPV6MOPuWBQh3lubKjoglJBTn0f318barKI20b2qvJFhwo6e6RoTnV86ygSKDmN3XtkmjPaBJQggq2rX9U3QlJkyTVZGpYmuULH91sXOhQaTZZBwcJZnGwkooJecK3ok5WP56a6EPFcwc0FBUy/hs8Kr8kiogsG9snSZ7jDQFANqB+QgUYIzaJsjQb1lxHRoPPhpdoIKmSRPlk66wZqBoE6RPCjyZIGpSDa8MO3NEnNBVlNlug51ZouHTLCECQ4oYnQsrr/p+Zbx5RPqOXTWO90H5QAqiwGAJw9tpeynNfm0+0J2yBu1Anjrsto6zyzJeD89PKd6Qv8IrBrOXjAlNw/Avm0AqJDuIuJCZiqzBd0zAV1kUvgC10UsvWWDEbIaidw1n//zqWZa42SD79uW4UI7qRediqr+abl8phBPiZBw96K+6frcD5ZROALEfSiC2Z/52PZ5GNtCiPmEffwGgm6jrCc+U1GnNIwIREzrkxdqa2/eq1wgrW4huCXnA6KwQ4y5ey7FjS8t5/T4WaJtowyiWOvBdWA+nGAlxVTe6Z7v2NHlLpXZsrnJ7pjUFPrMJiu3tUl2n0EFrKocq0Dr2B9O6CCUoShySLvD4Gpzyf/oupKW+glymVLP+rjvQ8Krm+pVU94necaJr49CiztkeajEs7SrCkrylwLehJUCHmyZC9VlDBrAXwIWRqPGXQsRHfFQjQX1DHZ4vJkBQp8wfyWBb5gNWp5+bhR5oIh9ECNt+AeSmOhA5rRZX9LTjdJxpXWZPk5DKC0enI69OtTIfWF7TPlMgEoTOZAJkjQYfnp+aCYNT+56nQOS0RVVONNjWJQxklHc0shjBkmNYkhmLCHsRa1zdNkPlmckOUt1xKyqHeZbCGLoIEWCvmQWARauyc7DGt9tU0YQq8v5NiF0WQZtBqcF9WCfvLCtgT1vkrDknOhmVtfjR7UMba1owvqtBRlxooO4R7Mp481K8mLcB5w3fgBlftJBB0zPD8+V9T9MrNAVo4XMstMeRgfb9rURVbA/vT/Xvj5mAY1FwylD9J8U/ybb0Tdtx86dYRzSgPqt3+d8fczTn5ABQfQ2i58aNxaS5Ol10Z4HKYwuqCOmSHpn6dPQwjBDEnIQ4bnroUKzydLcj3P/iAyOsOkQtqH0WQZtDWcxWlZQJ+aUmVdsq0CPgnSOWUPM0lf0Jde9IGIBZT+gjD96f6ylYIEvvCbjDgf9oJtZi5IPKcOs0wy9T6i3QUNksD2IXuXdMKfOwhiWummg9ZkaZMjRJM0LJb6Pj+7iDxPFtuet0Wd6JykJiUEs6FchJzggS/0BaB8nNrL4Gf8w0hoLKZB48ArR6aevS5qS8syJoBWWoagGlA/h30FweoE9ckiTJHDhjzfXXh95OrXXdBxCCQwQlZ7QcvatAD0rVHbkGs21aoI2oeOuWCo71lAQkWbRWBNljC4gKUsB3zmySIEB9lGGu4pFj3YVJ1QogsGaYITsmQCENEEqxUkAkro5OKiErwGDXzBQmxmqiE4aKytbB/BBDkHck1KeKtXx++I9pETt01qUUPgLKjEvx6fLOZxRUESWEjHhqCJi4rYStyTVhAIH5rE1hJy8wEuh5VgdnTMxcKcJml0QeK+MA7i8jkd1DdLxycrH8g1UbBWH5Lrunt1279F/mGErHYC50W1LAv9asvamJrWA3vKrqVdUUBnL5bmbQhgFhFUk0VBRiO7CVOaLBF0khGHGeJVB+QHNAQigpymaYVwJ9pgy6mIkjKmjPrwcky9TMjy8fEOrsli6AjALPgz5QsWwj0Mc0E/+afk60ZfwxmUySDXpqcCy5CrETgUN/M7KEMZplWDDDqCMtmGjz7kdTS/ewGFJdka52gIkc2VvLahCqStaRmhPx/qctkazkd0QRZt+X3XnfICOKvwDSNktRM4i9MCcGyPilDaak0EVQvr5MnKi61yALMIP2ZYfiD3X2OELMonS8TUa33Y6Tq60PlA52OjpzRZVE46qdbPR7AGcXn2t9zvi/lN9CH36/KhySI0bjL4YZQoTS4FaXRB4j4/DKNWwl2RJksjEAmFUIKu+MiN5gbVpzwoiL6U1Vr5p7TaIIXcEMTcEOgM87Mn9snKfff100Tg6IKB7mo7UM8pW8PRCLHZhwz5YUmIQm+Os2fMBQ1aDaxP1hmjeuKccb3wvdOG5dhaMITxzskooMJLAz6SMraiNCnajyYNqA7UVlA6czcXZLVU9Gl0rsOpZS5ICkC5I8jHnWOzgpp9EWPJa3/EbfhJJCx7lfwcBgSOLsjUqSlLEH1okyNEUE2WH+gkPBab4dH0UHQGDFrq6kNfW+anDFD48hA3su9h0FP7MKbYz3sbPPCF+sZjupRrtKEHaXRBti1BYzo+WdS31w8T3S5CuCv60udD1OVBcyKGjXwEvgjoPptBexRYCj9MnQEA9kW1EItGcMdnxqCpqQlLl65vS7KkCLoPcposyZsXauCLYPwB94FY8Y3pWL31E9QN74rHP3zNNw2kZkWmyfIT+ILwyZKPAy2IhQnSJyuEL6zsxC7bh/eaThhtP0EphBQQDLubDqIJhSZL/1MVdLjZnr81bxh27z+C88b1BLat9vYRrIsM8uGTpaXJIsoD+/KF4ABPMYRu2qicSix0khGLwPYRlKEMI0gCqfEMYfwpOr8+Zwhs28apx3XFztdfIOkIAs7PTtBWMoRkxP6iCwbVZOX+DQhFA6orZJHtSPb6EFIH+IH0rKSAtEeFRIsujJDVTpD1yQqhrQLWt2sFvghVfZ37jf07l6F/5zI0NTUFayqg9oZlloMkI9bJkaEjiGn3p/OhyIspq/97KOd/wJ/fhVBDxLQgD3whbi9bTpun+cqTJbjmNxJa5/IiLLnshPShkEjICphewIEsumCYPlkyTZaf0OhBfbLCiC5Ijad7SVBaDxYy5jyM6IIRS82458MnKwwTJaqNiuI4Fp85Iv2OvN5adKg3PurwSasHX0KW+Do5pWEEvshjCAVakyW+XiiBL3SPFnQOQKXBNTSf1ZgLGrQaWJ+ssNoKCh0ayPw6kusxDTvkMF80+Uuvvi8viftaEEYyYhF0BKgwA1/oRRckykMYdmruRKXhhNFW96HDkFO+NVqBL3LNk6V1e46CnI8xzkeeLLkmi+hDo64fc7WgINvIgaELrsnK3idjslormBALP5rEwBYaYdh86jK7AanU0mQFalmMoEJdoZwR6wtqaoqle33ehSzx9TDJyHXu2qGMZYSs9gLWJ6ut0ZrhaLmPkeSNDDOnivzsJjyzCJqGEHyyWisZMaF9CRtUH2FQoMNMuKGz4mhTPn1TPx1TWWFeJuaS7CTUjyYrcHRBQuMWJmSBF8LsWBpcg5wPS/jbD8IIfJFTnixKkxUwuqDOHtpawYRY5JpEXAdXzRyMXp1K8I05QwK30drvkcxfhgWVozMfPllhIAxTP902qHUuT0bsv69ckOt86OxNQd0zsn3o01MoMOaC7QUtqzMMNXeuNs2haNMk11nBQWqGEkL/GToCDkWYH4igTfE+WUTgC8E1Tksl5VPD02SFEV0wHE2W/3t0GF0/5mlB/b7oEO7Z8nzkyZLSod2DuJMw3vEwqZQF1/ATFEEeMbL1mXy/BwB+fLJkGgn6EId+Ef0EehH2EMJ+EYZGoVtlMZ779ik5taGtN5E8MzUWOoEvfvP5cfj+IxtwxfRjAvXB9ye+Tn0n8nHYFyYoeqXpOvJsGxfmwbG8j9ykrPaoFTJCVjtBmJqsQt6jWMFBfkKaj9NNdXmYYxhUexPhhCz/gS9487U8aKlCiC4YEiG+adBZclQVnlkTaIg0GHaqTujJiANrsliBUQ2htiyEVzxMnywZA0IFvuAS7kq1k+q+wxAk6D5cbfrIkxX0MEyH7jhhZkcHvsgdhXJ4nqv2hRoLHQ1/v9oy/H7h8fK+fWzg7T2EezjGggXkkyXNGRpmH7mhPWqy2qNgeFQi45MVhpCV4/2tudBZBlAajEFz1ers4UFdPcMUSsiWJBX8aLJEoDQrunSEiXx8QIOYC1LMNKDB1DO/xSHcWW2ZuA1KQNLJy+Qr8EXACcl1iwhDY58P53ZOACKFOokmi+gjjBNtMvCFog/qUCtoCHedpUWv99xB+8QVBmenu56Danp0NFl03/p1Zd/3fB5w5gMUvdKgL3nWZOXqk6UX+ELSh14X7VJgaY80H5VwFnA+o+LIkAsNo3tXAQDOHttLWM4ygDKHdt0THi1BKGC0m3yo1h3InsOXTxaRYFdPxioEn6zcaaADXwTUMlE+V9Sy5fh1yYfXh2+NNP9Krj5ZOlo9brwITQxxf1D4EXrD6EM0Z+yzyQNf5CZI+J0PvyA1WdLAF9QeSr/LcTLQS9tbNeQLucYAoYY7lGTEPuoWsiarc3k6t9/wTgpHNW0+RA2puaCGOX+YkAYBC5HnHN6zUtxHB44uaMwF2wkyy7+dmwvef8kkvPjux5gxtKuwXEuTlY8PK1FeGD5ZTAj3QHmy6LGm2ggb+fDJCtKG1przockIKliQ0exC9skS8c9aIdz9RBdspXUVhnBC9kEI3zq+TTSdYZgLUsI5X87nVFK3LQs8EoZGIkoEvggn8mKOhyN5grYmS3pdPeBhaLL8QOaTNXNYV/zh2c0oTYitM/Lhk7X0qyfhv2/vAraultbRNhck6NWJLpiPICGtGT/o31dPw5KV7+PKUwaJ+9Bsp1DeRT8wQlY7Qagh3NvQqrmqJI65x3WXlrMMRdCPtx8EHYlQfbLIBLzi61Ef5oKiJsLMgRUaCoAOKnGzNBlxjn2w98tOrf2EcA8lGXHACfHzjrbWfpSPDzLpk8U8W9BkxHkxF3QVU4lrWcgCX1BU68x6nFqrIUhytIK5QDi7ViYj33myZMLHlEGd8eCXp6B/bVnO9MhAremulcX41OgeWPqBXMjSRdA8WezSz4eQ1Zoh3Id2r8DiM0dIy3X7aI+md+2R5qMSzvrPh3kEiTyRIM9NEx4Brbl3hRXiVVbMhjcuJkO4e6/xa6lQNFkFIGUJwIfipuvk3IeGuSAZoVBCTq4+WX4fk2S2ybUZDLQZXhh9qPvjNFnSV7T1tTV+/Y66VBSRbV4zOx2O/AdnjxS3SRDep7qE7CNBaOjz8SkqFBMl7VyIAbdQaSoEH/Czf6s0Z2P7VqO6LCHpg4azx/XqRK+xoNAPRBKGJkubrMDIRwj3XFEI7K9fGE1WO0HWJyuMxnK7PV/rXLYJh5snK0dPTAUs6A31yF5VyvIwNFkUJbkECQkTFB15ydVFlMuWhj9NlsDXif0taSzKfXgDtpGX6ILaXYhNJ/VvD4xQzAXJcNPZ30E1WdSh0pzjuqFXpxKM71etaEPdh7uLLhVFuP/iiSgrku8rX505GAun9EdVSVxY3r2yWNnn2L7VuO3cUehbK8+99NPPjMbCe17CNbOHatEdBHQUysLg7K6dNxSvbduLBZP6Css/M6E3/v7KNlw9W5yLq6ZULLQ4CENb4kcYCCw4aNz38KIT8cvlm/CNueJ1EwZ0V0XvTurcYrJ2OCErD1JWrj5ZuXybSxN6oohVoIewKhghq52ho0cXZJGrjXgu34wwHtGyLCURT3xtGtZu24dTR8jNJ1VgGW7Zie+sY7viyTd24aITByjb0hnq/CQjbvUuWg05CxacSaKkDyJXt04+L3/JiEVE0PfpREpU3p8H5lkHt507Ctf+Yy2+f+ZxZB9Ud8F9stTlpYkY/nvtDKXmiPY78pZPG9KFoAxSAQtIJ6797RfGo1rB3H/m+D7K9o/rWYWXvztLupbLi3JnYSgmMhqxMPe4bth7qAkDWtGEjUK3ymI8ec3J0vIfnzsKX58zFN0kwu3kY2pxxfRjMLRbhbA8DJ+sSQNqtOvqaEuD4rieVbj7C+Ol5fOO645n3t6NbpXBaaCE7yWXTcL/rdqG6+qGKeuVSdYwq/nOh7+crIvhPSvx6LoPW7Xv288bjcv/vApfkfhsOSiQ8w5fMEJWO0GYPlknDNTfCNsSQQNffGveMPz6P5tw4xlixohFq5oLEuVDulVgiOSDx0KmbYu3CFaJaESqnbhrwThs2F6P0b07kf3QdLQ+SP+0PNBAQW4umGO7GoKJH2doaf6VfIRw96fW896vcVssYilNnMIwB/zM8X1w2qgeUkaIMrjlfbLEfYQRQpz21Wt9k0QRVP63ulDRXjeyBx5btwMT+ou1eDrLV2et/vYLEzRaaltYliUVsJzyb82TM/xh8PEnDuqM+y+eiGO6lkvr/P6CCfjXa9tx5QxxQmMKw7pX5Mz0n398H/TsVIxROXwXqWUz5ZjOmHJMZ2n5D84ekdY8zhosLE8wOeK6V6m1wmFA9u299KQBSKZsabCyMDCoa7nyAMFBe/RvMkJWO4HzAuRiuvDfa2fg1S2f4PRRPcMiy4MxfTphzda9mD28W85tyaIPUb7QV0w/Bl+aNlArz4Tc2bNwjkxkNPasKsb8CX3QS+HbUBSLYmxfuRlRto9CEF90zAULgAhp4IvwfJ30wvp6G+GTyIahyfL2URynfUNyD+FO0xiLEkIW0cSXTj4Gf39lK+ZPUGtTZAJWupPsT+F8aASQoNZNGD6ouSY8LlTEoxGlxiJM0/KOjnsvOh5fun8Vbj1X7GOnC0oDOmt4N8zKgT+4bNpApGzglGHBmf5IxML0VhQadLBgUj8smNRPWm5ZFjbcPBfNKVtrz80VMq10USyKr84UC4L5Rnt8nY2Q1U4QhiarT00p+tTI7YP71JRg657DGKQ4hUrTIKfinguPx2PrP8QZo3MX5JIpsZQVxsluVUkc+w434aQh4pOmRTMG4QdL38BZY4I/RzwaQXMqGfh+CpZl4cefHpVTG0O7VWDLnkNaJ3pUmPgwIGOZi2IRHGlOYfpQ2oSptRGGJqu6TG5mBSjMBZkCkXzBXpO9AioTLx2M7dMJZ47pib6KvcQP0x40uEY8EkED5Hls6kb0wK2PvSk1j+rVqQTrb5qLWDT4umb3QtHaHdq9Ar06laBG4sQP6GiyAhLHtUFpunLvoxBx4ZT+eGj1B8qDxWHdxbl7jjbMGNoVG27O7X3IB4rjUVwl0f7kE6N6d8Ir73/Sqn1Qvkr3XnQ8vrpkNX5yXnA+4I7PjMaTb+zEBZP7B24DyM/BtBGyDFoNmQ94Ky6yJZeegHue24xLpqr9d1TvUk1ZQnk64wcyDU0Yp66PXXUSnn57tzQp8qUnDcC0IV1wTJfgNvj3XXQ8Fv1lNRZ/ijZbVKGiuPVe06VXnYTmVEoZOONrs4Zgw4f7cNLg3AScYd01TCMlUtZz3z4Fm3Yd8GXzHxTxgEzGjGFdUZqIYmzfTtI6d31uHHbUN5CMnVSTReSRY33ziiSnn5dNG4iX3/sEdaN6KGmQ9WFZFn5+/ljlfYO6lGNs306ks326PbKKEDEih1Lf2lKs/t5slCven1wZSpZ20dqNRyN4+pvTlXtWP8LPJwzmRZZzKMw+ChGdShNY8c0ZyjpTB3fGz+aPweBu6sPFowGFLmAVEr4xdwgqS2KYF9CnOgzMGNoVr904R8tqR4ZzxvXGOeN6B77/R+eMxE/+/RZ+Nn9M4DZ00R53KSNktRNkNVmtt8z61JRq+TG1NpZcOgnrt++T2gCHcZrRs1MJPjtRHKUJSDMdQxVCQdeKIuzaf4Szm3Zj0sBavPSdmYEZmO+fNQIvb96D00bSzHBQRCMWohE1A5brqeG/Fp2IZ97ejQunqIX3NMRSVufyInQubz1HaSAtTD636SOcJRG8Hchms7I4jjU3zEFcwfyfpiHYqPrgI055y8uLYrjt3FGwYUs1VhXFcfzliydo0RHUPDMSsfDPK6Yo1/7FJw7Aird34VzBB171XjnQYQhlYaDDAu+TJR4sis6vnDIIB48049SRYmatS0XuzzBxQA3OHtsLAzuLBbpyRRTBowHUO29g4EZpIoarZ4kjOeYTKgFryjG1eP6dj3FOK67vz07si/OP79OqBzWJWASNzSkM61QYbg1+YISsdoKsT1bb0XD22F54cPUHuHKGOgJMrpgyqDOmDJI7jCp9JPKEP186Cbc9/pbUadVBLhvPF07ohy+cEI5WsC0xqncn0hzRMd+ckYOdPYVoxEIyZUuFoKtmDdYSKFVzSuX1UaEoFsHkgbU41NgsNcVjv6eywBdUxDY/6KcIr02BWvs3nDEcN2C4sOyssb2w5KUtSsfxr5wyCDc8/DpO1xRcWwOchirg97+sKIbvnyVP1DmoawUWf+q4nA4ZLMvCnYqT5tNH9cSja3dg4gDaf9PAwKB94DefH48Vb+0KxUdehdbWhD/9zel46Z2PkNryaqv20xpoe27VQAthRhcMip98ehQuO2kgju1Bm321Jm45awQu/eMr+NLJwaIThYEh3Srw+4WFH3GqveDJa07Gmq17c3JmpvB/l0/GLY++getPOzandsoI06ugsCwLSy6blPktq+OgNYOA/PWLJ+A/b+3K2U4/KIrjUfxr0VRlnS+c0A+TB9ZigEQ7kw90Ko1jyjG1aE7ZrRqSeuGU/q3WNpA2azT7mYFBx0JVSRxnjmn/WtoeVSWoG9kdS7e2NSX+YYSsdoIrZwzClTMGtWkUuFg0guE9295JuF9tGZZphPs0aD/oUlHU6qdtY/tW4x9XTAl8/3frjsXbO/dj8jG1IVLFw8+JIBU8IxecMLAWJwxsvecMA5ZlYbBGCoTWpuGBS9WCsYGBgYHB0QkjZLUzmA+5gUHb4LJpA9uaBADpgCr7Djehd3VwUz6D8GD2ZAMDAwMDEYyQZWBgYNCO0Nb5XQwMDAwMDAxoHBXxOu+66y70798fxcXFmDRpEl566aW2JsnAwMDAwMDAwMDAoIOiwwtZf/vb33DNNdfgxhtvxKuvvorRo0dj7ty52LVrV1uTZmBgYGBgYGBgYGDQAdHhhaw77rgDl112GS666CIMHz4cd999N0pLS3HPPfe0NWkGBgYGBgYGBgYGBh0QHdonq7GxEatWrcJ1112XuRaJRDBr1iy88MILnvpHjhzBkSNHMv/X19cDAJqamtDU1NT6BPuEQ1Mh0nY0wsxHYcHMR2HBzEdhwcxH4cHMSeHAzEVhoZDmww8Nlt2WMcFbGdu3b0evXr3w/PPPY/LkyZnr1157LZ5++mmsXLmSq3/TTTdh8eLFnnaWLFmC0lITycvAwMDAwMDAwMDgaMWhQ4fwuc99Dvv27UNlpTqtUYfWZPnFddddh2uuuSbzf319Pfr06YM5c+aQA9kWaGpqwrJlyzB79mzE462XM8dAD2Y+CgtmPgoLZj4KC2Y+Cg9mTgoHZi4KC4U0H46Vmw46tJDVuXNnRKNR7Ny5k7u+c+dOdO/e3VO/qKgIRUVFnuvxeLzNJ1WFQqfvaIOZj8KCmY/CgpmPwoKZj8KDmZPCgZmLwkIhzIef/jt04ItEIoHx48dj+fLlmWupVArLly/nzAcNDAwMDAwMDAwMDAzCQofWZAHANddcg4ULF2LChAmYOHEifvazn+HgwYO46KKL2po0AwMDAwMDAwMDA4MOiA4vZM2fPx+7d+/GDTfcgB07dmDMmDF4/PHH0a1bt7YmzcDAwMDAwMDAwMCgA6LDC1kAsGjRIixatKityTAwMDAwMDAwMDAwOArQoX2yDAwMDAwMDAwMDAwM8o2jQpMVFE4KMT/hGvOJpqYmHDp0CPX19W0ebcXAzEehwcxHYcHMR2HBzEfhwcxJ4cDMRWGhkObDkQl00gwbIUuB/fv3AwD69OnTxpQYGBgYGBgYGBgYGBQC9u/fj6qqKmUdy9YRxY5SpFIpbN++HRUVFbAsq63J8cBJlrx169aCTJZ8tMHMR2HBzEdhwcxHYcHMR+HBzEnhwMxFYaGQ5sO2bezfvx89e/ZEJKL2ujKaLAUikQh69+7d1mSQqKysbPNFZ5CFmY/CgpmPwoKZj8KCmY/Cg5mTwoGZi8JCocwHpcFyYAJfGBgYGBgYGBgYGBgYhAgjZBkYGBgYGBgYGBgYGIQII2S1YxQVFeHGG29EUVFRW5NiADMfhQYzH4UFMx+FBTMfhQczJ4UDMxeFhfY6HybwhYGBgYGBgYGBgYGBQYgwmiwDAwMDAwMDAwMDA4MQYYQsAwMDAwMDAwMDAwODEGGELAMDAwMDAwMDAwMDgxBhhCwDAwMDAwMDAwMDA4MQYYQsAwMfMHFiDAwMDAwMDAzCQ0flrYyQVaBoaGhoaxIMXNi7dy+am5sz/3fUTaE94J133sE777wDANycGLQN1q9fj3/84x9IJpNtTYoBgI0bN+L222/HW2+91dakGLRg06ZNmDZtGv70pz8BMN+PtsSOHTuwfft2HD58GACQSqXamKKjG/v37+f+70jvhhGyCgyNjY342te+hgULFuCCCy7Af//737Ym6ahHY2MjrrzySpx66qk47bTT8OMf/xipVAqWZbU1aUclnnrqKQwePBif/vSnAQCxWKyNKTp60djYiEsuuQSjRo3C6tWrEYmYT0pbIplM4sorr8TIkSPxxhtvYPfu3W1N0lGPxsZGXHDBBRg2bBieffZZvP766wBgvh9tgKamJnzpS1/C5MmTccYZZ+DUU09FQ0OD2bfaCE1NTbj88stRV1eHT3/607j//vsBdKx3w6ysAsJDDz2EQYMGYc2aNZg+fTrWrFmD6667Dv/4xz/amrSjFkuWLMExxxyD119/Hddeey169eqFv/71r/jjH//Y1qQdtXjrrbcwbdo07N69G//zP/8DwGiz2gK//OUvUVtbizfffBOrV6/GLbfc0qE+ju0Rd9xxB1577TU8/fTT+MMf/oCpU6cC6Fgnw+0Jt956K6qrq/H+++9j06ZNOOOMM7Bjxw4AMFrfPOODDz7AtGnTsHHjRixZsgRXXXUVtm7dim9/+9ttTdpRiXfffRfHH3883nzzTVx77bWoqqrCrbfeissvv7ytSQsV5gi4QPDOO+/gz3/+My6++GLcdNNNAIDzzz8f8+fPx8aNG9uWuKMUu3btwtKlS/HVr34V3/zmNwEAJ598MqZPn45EItHG1B19sG0blmXh/fffx5AhQ3DyySfj5ptvxsKFC5FIJDLlBq2P+vp63HTTTZg4cSKWL18OAHjzzTcRj8fRtWtXVFRUtDGFRxds28ahQ4fw4IMP4uKLL8akSZPwwgsvYN26dRg+fDjGjBmD8vLytibzqMIf/vAH/OUvf8F9992H8847DwAwfvz4zGl9NBptS/KOOvz3v//F4cOH8eCDD6J79+6YPHkyli9fbvaqNsJjjz2G6upqPProoygtLcXpp5+O3/72t/jyl7+MOXPm4KyzzuoQGsb2/wTtHM4JY2NjI0aNGoWFCxcCSJ9ydenSBdFoNON7YpAfOHNSXV2Na6+9FhdddFGmbNeuXejUqRM6deqEjz/+uK1IPCrhCFC7d+/GaaedhvPOOw/xeBw33ngjAODQoUNtSd5RAefdqKysxO233441a9Zg2bJl+MxnPoPTTz8d8+bNw6xZs3Dvvfe2MaVHFyzLwvbt2/Huu+9i3rx5+PrXv45zzz0Xf/zjH3Huuefi7LPPRn19fVuTeVTA8e85++yzsWbNmoyABQBlZWUoKSkx3/Q2wN69e7Fx40Z0794dAPDhhx9i7dq1qKmpwbPPPtvG1B192LRpE5qbm1FaWpo5IHW+Lz/84Q87DH9lhKw2wksvvQQguyEfe+yxuOGGGzBgwAAA6VOuxsZGHDp0CJMnT24zOo8mOHPivOjxeByjRo1C586dAQDXXXcdjjvuOBw6dAhXXHEFZs6ciaVLlwIwjrNhw/1+ANl52bt3Lw4ePIghQ4bguuuuw29+8xssWLAA1113XYfZmAsN7ncDAC688EIMGjQIc+fORWVlJe655x78/Oc/x8iRI3H99dfjqaeeaityOzxE70fv3r1RW1uL66+/Hu+//z6WL1+Of/3rX1i+fDlWrVqFW265xZgNtiLc70hNTU3mYMi5NmnSJGzYsAHFxcXcdYNwIXo/Jk+ejKqqKkyaNAmf/vSn0bdvX1RVVeHRRx9FXV0dbr75ZjQ1NbUVyR0aovmoqKhAcXExli5dmnlPnnvuOSxevBjr16/H448/7rmnXcI2yCsefPBBu2fPnnZtba29efNm27Ztu7m5OVOeSqUyv/fv328PHjzYfvHFF/NN5lEF0Zwkk0lPvauvvtp+8skn7SNHjthvv/22/aUvfcnu06dPnqnt2KDmoqGhwR48eLC9c+dO27Zte/HixXZxcbFdVFRkr1q1int/DHIHtV+9/PLL9re//W37o48+ylzbvHmzfdZZZ9l1dXX5JrfDQzUfe/bssS+55BK7oqLCPuecc+xkMpl5d37/+9/bVVVV9qFDh9qK9A4L3e+Hbdv2pk2b7L59+9r33ntv/gg8iiCai6ampkz55s2b7ccee8wePny4ff/992eu//nPf7bLysrsrVu35pvkDg3RfBw5csS2bdvesGGDfdZZZ9lVVVX2/Pnz7fLycnvixIn2Bx98YM+fP98+44wz2pDy8GA0WXnEAw88gB/+8IeYNm0ajj32WNx6660AeNts1qfkueeew4EDBzBkyJDMtZ07d+aP4KMAsjlhbYGdk5Q77rgDM2fORCKRwODBgzFhwgSkUim8+eabbUJ7RwM1F6lUCrZtY9y4cViyZAnGjh2LX/3qV5g/fz5KS0uxb98+WJZlgmCEBJ39avz48fjud7+L2trazLX+/fujvLwctm3j4MGDeae7o4Kaj+rq6sz+lEwmEYlEMpqSESNGIJFI4I033mgz+jsidL4fLIqLi1FUVJQJHW4QHmRzwUaf7d+/Pz755BNEo1F8/vOfz3zbp06disbGRqxdu7ZNaO+IkM2H4z997LHH4he/+AXuvPNOdO7cGX/+85+xcuVK9OzZE42Njejbt28bP0E4MEJWHuBEERo0aBBmzpyJH//4x/jUpz6FFStWYMWKFVwdFg8++CCmT5+O6upqrF69GjNmzMAVV1zR/tWnBQA/c+J8MN1BFV599VVMmzYNw4YNyx/hHRC6cxGJRHDgwAE8/PDDuO666zB16lRs2LABt99+O2bPno3Pfe5zAExI91zh592wLMsTUOHw4cPYvn07RowYgbKysrzS3hGhMx+NjY0AgE996lP4whe+gH/961948sknMwLYs88+izFjxmDMmDFt8QgdDkG+6bZto1evXujWrRtefPFFAB3AFKoA4HcubNtGJBLBrl27Mt/2Rx99FOPGjcPEiRPzTn9Hg5/56NOnDy666CL86le/wplnngkgncNsy5YtGDRoUJvQHzraUo3W0fH22297zJcc1fX69evtT33qU5xJDVs3mUzaZ555pv2Tn/zEXrRokR2JROwLLrjAbmxszA/xHRS5zIlt2/bevXvt999/37700kvtAQMG2I888oiwngENv3PhrP3/9//+n/3yyy9z9/373/+2v//979upVMrMRUCE8W5s2bLFvvjii+1jjz3WXrVqVesT3YHhdz4cs8F3333XvuCCC+yysjL7nHPOsT/72c/aNTU19m9/+1vbts1elQtyfUdSqZR91VVX2VOmTLEPHDjQ+gR3YPidC8eEc9myZfbJJ59sjxgxwr777rvtiy66yK6pqbHvvPPOvNHeEZHru/Hee+/Z27ZtsxcsWGCPHTvWfv/991uf6DzACFmtgL/97W92//797aFDh9oTJ060//CHP2TK2IV1zz332MOHD7fvuece27Z5O+4tW7bYlmXZlmXZU6ZMsTds2JC/B+iACGNOnnjiCfvqq6+2u3fvbk+fPt1+++238/cAHQhB54K1rXfXN4xjcITxbjz22GP2FVdcYdfW1trTp0+3N27cmL8H6GAI6/24++677W9+85v2RRddZL/55pv5Ib6DIox3xMHll19uX3HFFRnfFAN/COP9eO655+wzzjjDnjt3rn3mmWea9yMHhPFuHDp0yL7++uvtmpoa+6STTrI3bdqUvwdoZRghK2Q88cQTdv/+/e277rrLfvzxx+1rrrnGjsfj9u9+97uM07Hzsm/bts2+5JJL7OOPP97ev3+/bdtZp8D169fb8+fPt5ctW9Y2D9KBENacbNmyxf7DH/5gP/XUU23zIB0Auc6F0eSGi7Dejffee8++66677CeffLJtHqSDwLwfhYew5sTRNJo5Co5c56KhoSHTVjKZtPfu3Zv/h+hACHO/WrNmjf3000/n/yFaGUbICgmOxL548WJ7/Pjx3OL58pe/bE+YMMH+5z//6bnvkUcesSdMmGDfeOON9muvvWafdtpp9pYtW/JGd0dGWHNy+umnmznJEWYuCgtmvyosmPej8GDmpHBg5qKwYOZDHybwRUhwgiJs2LABxxxzDOLxeCbnwi233ILi4mI8/PDD2LFjB4Cs49+MGTMwceJE3HzzzRg/fjyam5vRtWvXtnmIDoaw5qSpqcnMSY4wc1FYMPtVYcG8H4UHMyeFAzMXhQUzHz7Q1lJee8UTTzxhf+UrX7HvvPNOe+XKlZnrv/vd7+yKigqPacDvfvc7e8iQIfaKFSsydQ8cOGDfeeeddjQatadPn26vXbs2vw/RwWDmpHBg5qKwYOajsGDmo/Bg5qRwYOaisGDmIziMkOUT27dvt08//XS7a9eu9oIFC+yRI0faVVVVmYX31ltv2b169bK/973v2bZtc86t3bt35yLYvP766/akSZO4pHgG/mHmpHBg5qKwYOajsGDmo/Bg5qRwYOaisGDmI3cYIcsHDh48aC9cuNCeP3++/e6772auT5w40b7wwgtt27bt+vp6+5ZbbrFLSkoytqaO/erJJ59sX3rppfknvAPDzEnhwMxFYcHMR2HBzEfhwcxJ4cDMRWHBzEc4MD5ZPlBaWoqioiJceOGFGDBgAJqbmwEAdXV1eOONN2DbNioqKvC5z30O48aNw2c+8xm8//77sCwLW7Zswa5du3DWWWe17UN0MJg5KRyYuSgsmPkoLJj5KDyYOSkcmLkoLJj5CAeWbdt2WxPRntDU1IR4PA4gna09EolgwYIFKCsrw+9+97tMvQ8++ADTp09Hc3MzJkyYgOeffx7Dhg3DkiVL0K1bt7Yiv0PCzEnhwMxFYcHMR2HBzEfhwcxJ4cDMRWHBzEfuMEJWCJg6dSouu+wyLFy4EKlUCgAQiUSwadMmrFq1CitXrsTo0aOxcOHCNqb06IGZk8KBmYvCgpmPwoKZj8KDmZPCgZmLwoKZD38wQlaOePfddzFlyhQ8+uijGD9+PACgsbERiUSijSk7emHmpHBg5qKwYOajsGDmo/Bg5qRwYOaisGDmwz+MT1ZAOLLps88+i/Ly8syCW7x4Ma666irs2rWrLck7KmHmpHBg5qKwYOajsGDmo/Bg5qRwYOaisGDmIzhibU1Ae4WTjO2ll17Cueeei2XLluGLX/wiDh06hD/96U8dP8FaAcLMSeHAzEVhwcxHYcHMR+HBzEnhwMxFYcHMRw7IZyjDjobDhw/bgwYNsi3LsouKiuxbb721rUk66mHmpHBg5qKwYOajsGDmo/Bg5qRwYOaisGDmIxiMT1aOmD17NgYPHow77rgDxcXFbU2OAcycFBLMXBQWzHwUFsx8FB7MnBQOzFwUFsx8+IcRsnJEMplENBptazIMGJg5KRyYuSgsmPkoLJj5KDyYOSkcmLkoLJj58A8jZBkYGBgYGBgYGBgYGIQIE13QwMDAwMDAwMDAwMAgRBghy8DAwMDAwMDAwMDAIEQYIcvAwMDAwMDAwMDAwCBEGCHLwMDAwMDAwMDAwMAgRBghy8DAwMDAwMDAwMDAIEQYIcvAwMDAwMDAwMDAwCBEGCHLwMDAwMDAwMDAwMAgRBghy8DAwMDgqMGFF14Iy7JgWRbi8Ti6deuG2bNn45577kEqldJu57777kOnTp1aj1ADAwMDg3YNI2QZGBgYGBxVmDdvHj788EO89957eOyxxzBjxgxcddVVOP3009Hc3NzW5BkYGBgYdAAYIcvAwMDA4KhCUVERunfvjl69emHcuHH4zne+g4cffhiPPfYY7rvvPgDAHXfcgZEjR6KsrAx9+vTBl7/8ZRw4cAAAsGLFClx00UXYt29fRit20003AQCOHDmCb3zjG+jVqxfKysowadIkrFixom0e1MDAwMCgzWCELAMDAwODox6nnHIKRo8ejX/+858AgEgkgl/84hd4/fXX8cc//hFPPfUUrr32WgDAlClT8LOf/QyVlZX48MMP8eGHH+Ib3/gGAGDRokV44YUX8Ne//hVr167Feeedh3nz5mHjxo1t9mwGBgYGBvmHZdu23dZEGBgYGBgY5AMXXngh9u7di4ceeshTdv7552Pt2rXYsGGDp+z//u//cPnll+Ojjz4CkPbJuvrqq7F3795MnS1btmDgwIHYsmULevbsmbk+a9YsTJw4ET/84Q9Dfx4DAwMDg8JErK0JMDAwMDAwKATYtg3LsgAATz75JH70ox/hzTffRH19PZqbm9HQ0IBDhw6htLRUeP+6deuQTCYxZMgQ7vqRI0dQW1vb6vQbGBgYGBQOjJBlYGBgYGAA4I033sCAAQPw3nvv4fTTT8cVV1yBH/zgB6ipqcGzzz6LSy65BI2NjVIh68CBA4hGo1i1ahWi0ShXVl5eno9HMDAwMDAoEBghy8DAwMDgqMdTTz2FdevW4Wtf+xpWrVqFVCqFn/70p4hE0q7Lf//737n6iUQCyWSSuzZ27Fgkk0ns2rULJ510Ut5oNzAwMDAoPBghy8DAwMDgqMKRI0ewY8cOJJNJ7Ny5E48//jh+9KMf4fTTT8cFF1yA9evXo6mpCb/85S9xxhln4LnnnsPdd9/NtdG/f38cOHAAy5cvx+jRo1FaWoohQ4ZgwYIFuOCCC/DTn/4UY8eOxe7du7F8+XKMGjUKp512Whs9sYGBgYFBvmGiCxoYGBgYHFV4/PHH0aNHD/Tv3x/z5s3Df/7zH/ziF7/Aww8/jGg0itGjR+OOO+7Aj3/8Y4wYMQIPPPAAfvSjH3FtTJkyBZdffjnmz5+PLl264LbbbgMA3Hvvvbjgggvw9a9/HUOHDsVZZ52Fl19+GX379m2LRzUwMDAwaCOY6IIGBgYGBgYGBgYGBgYhwmiyDAwMDAwMDAwMDAwMQoQRsgwMDAwMDAwMDAwMDEKEEbIMDAwMDAwMDAwMDAxChBGyDAwMDAwMDAwMDAwMQoQRsgwMDAwMDAwMDAwMDEKEEbIMDAwMDAwMDAwMDAxChBGyDAwMDAwMDAwMDAwMQoQRsgwMDAwMDAwMDAwMDEKEEbIMDAwMDAwMDAwMDAxChBGyDAwMDAwMDAwMDAwMQoQRsgwMDAwMDAwMDAwMDEKEEbIMDAwMDAwMDAwMDAxCxP8HmxyHfOR+U5oAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAA1AAAAG5CAYAAACAz9VSAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8rg+JYAAAACXBIWXMAAA9hAAAPYQGoP6dpAADM8klEQVR4nOzdd3hTZfsH8G92m7ZpS3ehQNmUvalsGWU4EEVFXIi44FXgffEnDmSouMCJojhwoIi+6qsyK1soq+y9CmV0r3Rm//5Izsk5WU3aJjlp7891eZmcPDl5ktOEc5/7ee5HZDKZTCCEEEIIIYQQUiuxvztACCGEEEIIIYGCAihCCCGEEEIIcRMFUIQQQgghhBDiJgqgCCGEEEIIIcRNFEARQgghhBBCiJsogCKEEEIIIYQQN1EARQghhBBCCCFuogCKEEIIIYQQQtxEARQhhBBCCCGEuIkCKEIIIaQRWLhwIUQikb+7QQghjR4FUIQQ0oSsXr0aIpHI4X8vvPCCV15z7969WLhwIUpLS72yf2/5888/MWzYMMTGxkKpVKJNmza49957sWnTJrbNlStXnH6eAwcOdPu1duzYwXuuTCZDmzZt8PDDD+Py5cveeHuEEELqSOrvDhBCCPG9xYsXIzk5mbeta9euXnmtvXv3YtGiRXj00UcRERHhlddoaO+++y7mzZuHYcOGYf78+VAqlbh48SL+/vtvrF27FmPHjuW1nzJlCsaPH8/bFhMT4/HrPvvss+jXrx90Oh0OHz6Mzz//HOvXr8eJEyeQmJjo8rkvv/yy14JgQgghVhRAEUJIEzRu3Dj07dvX392ol8rKSoSEhDT4fvV6PZYsWYLRo0djy5Ytdo/n5+fbbevduzcefPDBer/2kCFDcM899wAApk2bhg4dOuDZZ5/FN998g/nz5zt8DvM5SKVSSKX0zzohhHgbDeEjhBBiZ+PGjRgyZAhCQkIQFhaGCRMm4NSpU7w2x48fx6OPPoo2bdogKCgI8fHxeOyxx1BUVMS2WbhwIebNmwcASE5OZoeoXblyhR3+tnr1arvXF4lEWLhwIW8/IpEIp0+fxgMPPIDIyEgMHjyYffz7779Hnz59EBwcjGbNmuH+++/HtWvXePusqqrC2bNnUVhY6PK9FxYWQq1WY9CgQQ4fj42Ndfn8hnTrrbcCALKysgC4/hyczYH6/vvv0b9/fyiVSkRGRmLo0KF2gaE7x5sQQogZBVCEENIElZWVobCwkPcf47vvvsOECRMQGhqKt956C6+88gpOnz6NwYMH48qVK2y79PR0XL58GdOmTcNHH32E+++/H2vXrsX48eNhMpkAAJMmTcKUKVMAAO+99x6+++47fPfdd3Ua3gYAkydPRlVVFd544w3MmDEDAPD666/j4YcfRvv27bF8+XLMnj0bW7duxdChQ3nzrg4cOIDOnTvj448/dvkasbGxCA4Oxp9//oni4mK3+lVVVWX3eep0ujq9R65Lly4BAKKionjbHX0OjixatAgPPfQQZDIZFi9ejEWLFiEpKQnbtm1j27h7vAkhhFiYCCGENBlff/21CYDD/0wmk6m8vNwUERFhmjFjBu95ubm5pvDwcN72qqoqu/3/+OOPJgCmXbt2sdveeecdEwBTVlYWr21WVpYJgOnrr7+22w8A06uvvsref/XVV00ATFOmTOG1u3LlikkikZhef/113vYTJ06YpFIpb/v27dvt9uvMggULTABMISEhpnHjxplef/11U2Zmpl075j04+m/79u21vo5t37766itTQUGB6ebNm6b169ebWrdubRKJRKaDBw+6/By4jzEuXLhgEovFprvuustkMBh4bY1Go8lk8ux4E0IIMaPB0oQQ0gStWLECHTp0sNuenp6O0tJSTJkyhZeVkkgkGDBgALZv385uCw4OZm/X1NSgoqKCrTx3+PBhDBkypMH7/dRTT/Hu//rrrzAajbj33nt5/Y2Pj0f79u2xfft2vPjiiwCA4cOHs5mx2ixatAidOnXCJ598gs2bN2Pjxo146aWX0KtXL6xZswadO3fmtX/iiScwefJk3rYePXp4/P4ee+wx3v2YmBh88803dvPVbD8HR37//XcYjUYsWLAAYjF/wAkz1M+T400IIcSMAihCCGmC+vfv77CIxIULFwBY597YUqlU7O3i4mIsWrQIa9eutSusUFZW1oC9tbKtHHjhwgWYTCa0b9/eYXuZTFbn15oyZQqmTJkCtVqN/fv3Y/Xq1fjhhx9w++234+TJkwgKCmLbtm/fHqNGjarzazEWLFiAIUOGQCKRIDo6Gp07d3ZYGML2c3Dk0qVLEIvFSElJcdrGk+NNCCHEjAIoQgghLKPRCMA8LyY+Pt7uce7J/L333ou9e/di3rx56NmzJ0JDQ2E0GjF27Fh2P644W/TVYDA4fQ4368X0VyQSYePGjZBIJHbtQ0NDa+1HbVQqFUaPHo3Ro0dDJpPhm2++wf79+zFs2LB679tWt27d3ArEbD+HuvLkeBNCCDGjX0ZCCCGstm3bAjAXUnB1Il9SUoKtW7di0aJFWLBgAbudyWhwOQuUIiMjAcBugd2rV6961F+TyYTk5GSHQxIbWt++ffHNN98gJyfH669VX23btoXRaMTp06fRs2dPp22A2o83IYQQK6rCRwghhJWWlgaVSoU33njDYRW5goICAGCzPbZzit5//3275zBrNdkGSiqVCtHR0di1axdv+yeffOJ2fydNmgSJRIJFixbZ9cVkMvFKqrtbxryqqgoZGRkOH9u4cSMAoGPHjm730V8mTpwIsViMxYsX22UEmc/K3eNNCCHEijJQhBBCWCqVCp9++ikeeugh9O7dG/fffz9iYmKQnZ2N9evXY9CgQfj444+hUqkwdOhQvP3229DpdGjevDm2bNnCrlfE1adPHwDASy+9hPvvvx8ymQy33347QkJC8Pjjj+PNN9/E448/jr59+2LXrl04f/682/1t27YtXnvtNcyfPx9XrlzBxIkTERYWhqysLPz222944okn8J///AeAuYz5iBEj8Oqrr/LWmLJVVVWFW265BQMHDsTYsWORlJSE0tJS/P7779i9ezcmTpyIXr16efbB+kG7du3w0ksvYcmSJRgyZAgmTZoEhUKBgwcPIjExEUuXLnX7eBNCCLGiAIoQQgjPAw88gMTERLz55pt45513oNFo0Lx5cwwZMgTTpk1j2/3www/417/+hRUrVsBkMmHMmDHYuHEjEhMTefvr168flixZgpUrV2LTpk0wGo3IyspCSEgIFixYgIKCAvzyyy9Yt24dxo0bh40bN3q0WO0LL7yADh064L333sOiRYsAAElJSRgzZgzuuOMOj99/REQEVq1ahfXr1+Prr79Gbm4uJBIJOnbsiHfeeQfPPvusx/v0l8WLFyM5ORkfffQRXnrpJSiVSnTv3h0PPfQQ28bd400IIcRMZHK3pishhBBCCCGENHE0B4oQQgghhBBC3ERD+AghhBAvqa6urnVNrGbNmkEul/uoR4QQQuqLAihCCCHES3766ada5xFt374dw4cP902HCCGE1BvNgSKEEEK8JCcnB6dOnXLZpk+fPuyaWIQQQoSPAihCCCGEEEIIcRMVkSCEEEIIIYQQNzXpOVBGoxE3b95EWFgYRCKRv7tDCCGEEEII8ROTyYTy8nIkJiZCLHaeZ2rSAdTNmzeRlJTk724QQgghhBBCBOLatWto0aKF08ebdAAVFhYGwPwhqVQqP/eGT6fTYcuWLRgzZgxkMpm/u0NAx0Ro6HgICx0PYaHjISx0PISFjoewCOl4qNVqJCUlsTGCM006gGKG7alUKkEGUEqlEiqVyu9/TMSMjomw0PEQFjoewkLHQ1joeAgLHQ9hEeLxqG1qDxWRIIQQQgghhBA3UQBFCCGEEEIIIW6iAIoQQgghhBBC3NSk50ARQgghhBDSUAwGA3Q6nb+7EVB0Oh2kUilqampgMBi8+loymQwSiaTe+6EAihBCCCGEkHowmUzIzc1FaWmpv7sScEwmE+Lj43Ht2jWfrMsaERGB+Pj4er0WBVCEEEIIIYTUAxM8xcbGQqlU+iQQaCyMRiMqKioQGhrqcvHa+jKZTKiqqkJ+fj4AICEhoc77ogCKEEIIIYSQOjIYDGzwFBUV5e/uBByj0QitVougoCCvBlAAEBwcDADIz89HbGxsnYfzUREJQgghhBBC6oiZ86RUKv3cE+IO5jjVZ64aBVCEEEIIIYTUEw3bCwwNcZwogCKEEEIIIYQQN1EARQghhBBCCPG7K1euQCQS4ejRo/7uikseB1A3btzAgw8+iKioKAQHB6Nbt244dOgQ+/ijjz4KkUjE+2/s2LG8fRQXF2Pq1KlQqVSIiIjA9OnTUVFRwWtz/PhxDBkyBEFBQUhKSsLbb79t15eff/4ZnTp1QlBQELp164YNGzZ4+nZIgCmu1GLZlnO4Uljp764QQgghhAS0goICPP3002jZsiUUCgXi4+ORlpaGPXv2AABat25td17fokULt/bNfW5ISAh69+6Nn3/+2eVzkpKSkJOTg65du9b7vXmTRwFUSUkJBg0aBJlMho0bN+L06dNYtmwZIiMjee3Gjh2LnJwc9r8ff/yR9/jUqVNx6tQppKen46+//sKuXbvwxBNPsI+r1WqMGTMGrVq1QmZmJt555x0sXLgQn3/+Odtm7969mDJlCqZPn44jR45g4sSJmDhxIk6ePFmXz4EEiBf+exwfbbuIOz7+x99dIYQQQggJaHfffTeOHDmCb775BufPn8cff/yB4cOHo6ioiG2zePFi3nn9kSNH3N4/89wjR46gX79+uO+++7B3716HbbVaLSQSCeLj4yGVCrtQuEcB1FtvvYWkpCR8/fXX6N+/P5KTkzFmzBi0bduW146JYJn/uAHWmTNnsGnTJnzxxRcYMGAABg8ejI8++ghr167FzZs3AQBr1qyBVqvFV199hS5duuD+++/Hs88+i+XLl7P7+eCDDzB27FjMmzcPnTt3xpIlS9C7d298/PHH9fk8iMAduloCAFDX6P3cE0IIIYSQwFVaWordu3fjrbfewogRI9CqVSv0798f8+fPxx133MG2CwsL453Xx8TEuP0azHM7dOiAFStWIDg4GH/++ScAc4ZqyZIleOSRR9CyZUs8+eSTDofwnTp1CrfddhtUKhXCwsIwZMgQXLp0iX38iy++QOfOnREUFIROnTrhk08+qf+HUwuPwrs//vgDaWlpmDx5Mnbu3InmzZvjmWeewYwZM3jtduzYgdjYWERGRuLWW2/Fa6+9xtbFz8jIQEREBPr27cu2HzVqFMRiMfbv34+77roLGRkZGDp0KORyOdsmLS0Nb731FkpKShAZGYmMjAzMnTuX97ppaWn4/fffnfZfo9FAo9Gw99VqNQBzGcP6lDL0BqY/QuuXv0k4hVN8/dnQMREWOh7CQsdDWOh4CAsdD2Fp6OOh0+lgMplgNBphNBoBmBdtrdYZGmT/ngiWSdyuMqdUKhEaGorffvsN/fv3h0KhcNiOeW91wX2uWCyGTCaDRqNht7377rt4+eWXMXfuXISEhLDbmc/yxo0bGDp0KIYNG4a///4bKpUKe/bsgVarhdFoxJo1a7BgwQJ8+OGH6NWrF44cOYInn3wSwcHBeOSRRxz2yWg0wmQyQafT2a0D5e7fhEcB1OXLl/Hpp59i7ty5ePHFF3Hw4EE8++yzkMvlbCfHjh2LSZMmITk5GZcuXcKLL76IcePGISMjAxKJBLm5uYiNjeV3QipFs2bNkJubC8C8mnNycjKvTVxcHPtYZGQkcnNz2W3cNsw+HFm6dCkWLVpkt33Lli2Crd2fnp7u7y4IilYrAWD+YfDXnDc6JsJCx0NY6HgICx0PYaHjISwNdTykUini4+NRUVEBrVYLAKjWGpC6fF+D7N8TGXMHIlju/uKwK1aswHPPPYfPPvsM3bt3x6BBgzBp0iR2DpLRaMQLL7yAV155hX3OK6+8gieffLLWfRuNRtTU1ECtVkOr1eLjjz9GWVkZBgwYALVaDaPRiCFDhvASMdnZ2QCAyspKqNVqvPfeewgLC8Nnn30GmUwGwDzsEDAnQl599VUsXrwYo0aNAmBOyjz99NP49NNPcddddznsl1arRXV1NXbt2gW9nj+iqaqqyq3PzaMAymg0om/fvnjjjTcAAL169cLJkyexcuVKNoC6//772fbdunVD9+7d0bZtW+zYsQMjR4705OUa3Pz583lZK7VajaSkJIwZMwYqlcqPPbOn0+mQnp6O0aNHs38wBHj7zC6UaWsAAOPHj/fpa9MxERY6HsJCx0NY6HgICx0PYWno41FTU4Nr164hNDQUQUFBAACp1j9TDcJUYVDK3T+9f/DBB3HPPfdg9+7d2L9/PzZt2oQPP/wQn3/+OR599FGIxWL85z//4WVzoqOj3TpvFovFWLhwIV5//XXU1NQgNDQUS5cuxeTJk9nHBw4ciLCwMJSXlyMsLAyhoaEAgJCQEKhUKpw5cwZDhw5lR7JxVVZWIisrC88++yxmz57Nbtfr9QgPD3fax5qaGgQHB2Po0KHs8WIwo9Nq41EAlZCQgJSUFN62zp0747///a/T57Rp0wbR0dG4ePEiRo4cifj4eOTn5/Pa6PV6FBcXIz4+HgAQHx+PvLw8Xhvmfm1tmMcdUSgUDtOTMplMsD9oQu6bP0gl1ml7/vpc6JgICx0PYaHjISx0PISFjoewNNTxMBgMEIlEEIvFEIvN5ykhChlOL06r97495ckQPoZSqURaWhrS0tKwYMECPP7441i0aBEee+wxAEBMTAw6dOhQp/7MmzcPjz76KEJDQxEXF2fXt9DQUHYb8xkCYD9LpVLJ287FZItWrVqFAQMG8B6TSCQOn8PsWyQSOTz+7v49eFREYtCgQTh37hxv2/nz59GqVSunz7l+/TqKioqQkJAAAEhNTUVpaSkyMzPZNtu2bYPRaGTffGpqKnbt2sUbh5ieno6OHTuyBSlSU1OxdetW3mulp6cjNTXVk7dEAoxETKt8E0IIIUTYRCIRlHKpz//zNHhyJCUlBZWVDbNcTHR0NNq1a4f4+Pg69a179+7YvXu3w7lJcXFxSExMxOXLl9GuXTvef7ZTgRqaRwHUnDlzsG/fPrzxxhu4ePEifvjhB3z++eeYOXMmAKCiogLz5s3Dvn37cOXKFWzduhV33nkn2rVrh7Q0cxTeuXNnjB07FjNmzMCBAwewZ88ezJo1C/fffz8SExMBAA888ADkcjmmT5+OU6dO4aeffsIHH3zAG3733HPPYdOmTVi2bBnOnj2LhQsX4tChQ5g1a1ZDfTZEgKScAOq5tUdQrfX9BE1CCCGEkEBXVFSEW2+9Fd9//z2OHz+OrKws/Pzzz3j77bdx5513+rt7AIBZs2ZBrVbj/vvvx6FDh3DhwgV89913bEJn0aJFWLp0KT788EOcP38eJ06cwNdff82r3O0NHgVQ/fr1w2+//YYff/wRXbt2xZIlS/D+++9j6tSpAMzpsuPHj+OOO+5Ahw4dMH36dPTp0we7d+/mDZ1bs2YNOnXqhJEjR2L8+PEYPHgwb42n8PBwbNmyBVlZWejTpw/+/e9/Y8GCBby1om655RY2gOvRowd++eUX/P7774JfeIvUj4STjv3f0ZvYfMp50RBCCCGEEOJYaGgoBgwYgPfeew9Dhw5F165d8corr2DGjBmCWRYoKioK27ZtQ0VFBYYNG4Y+ffpg1apV7FC7xx9/HF988QW+/vprdOvWDcOGDcPq1au9noHyeJWq2267DbfddpvDx4KDg7F58+Za99GsWTP88MMPLtswKTtXJk+ezE5EI02D1GYI35lcNSaiuZ96QwghhBASmBQKBZYuXYqlS5c6bXPlypU677+25zKPc0ukt27dGiaTideue/fuLuOLBx54AA888ECd+1kXHmWgCPG3ZiFy3n2Nrm7rEhBCCCGEEFIXFECRgPHGhjPYeb6At02jpwCKEEIIIcSX1qxZg9DQUIf/denSxd/d8zqPh/AR4g/56hp8vuuy3XYtBVCEEEIIIT51xx132JUOZzSFUv0UQJGA4CzTpDVQAEUIIYQQ4kthYWEICwvzdzf8hobwkYCgN5ocbtfo6lfG3Gg04ct/svDPhcJ67YcQQgghTZtt8QMiTA1xnCiAIgHBYPROBurnzGtY8tdpPPjl/nrthxBCCCFNEzNkraqqys89Ie5gjlN9hhrSED4SEHQGx1cL6jsHas3+bPZ2eY0OYUGNf9wuIYQQQhqORCJBREQE8vPzAQBKpRIikaiWZxGG0WiEVqtFTU0NxGLv5XZMJhOqqqqQn5+PiIgISCSSOu+LAigSEAw2Q/gilTKUVOnqVYVPqzfixI0y9v7N0hp0jKcAihBCCCGeiY+PBwA2iCLuM5lMqK6uRnBwsE8Cz4iICPZ41RUFUCQg2M6BYgIqjb7uc6CqtQZwh8GWVevqvC9CCCGENF0ikQgJCQmIjY2FTkfnE57Q6XTYtWsXhg4d6vUKfjKZrF6ZJwYFUCQg2M6B6tYiHHsuFtUr6Km2KUDB7Cv9dB52nS/AK7elQC6laYKEEEIIcY9EImmQE/SmRCKRQK/XIygoKGBKoNPZIQkI3DlQTw5tg5cnpAAAiiq0dZ4HVeMkgJrx7SF8t+8q1h26VsfeEkIIIYSQxooCKBIQmCF7HePCMH98ZyQ1UwIAqrQGdHh5I/Ze9LwMuW0G6iRnPhQA5Jdr6thbQgghhBDSWFEARQICMwdKKjFPLgyRS6DgDK974Iv92He5yKN92gZQV4oqcSZHzd6XiqmCDiGEEEII4aMAigQEZg4UE9SIRCJEhyp4bVbvueLRPmu0/ADKYDRhzk9H2fsSCqAIIYQQQogNCqBIQGDmQHGDmugwhU0bz+ZC2WagDEYTLhVUsPcpA0UIIYQQQmxRAEUCAjMHSspZYC0mVM5rU1yl9WiftgGU3mjiFaugDBQhhBBCCLFFARQJCLZzoAAgKoSfgSrwsOhDtc0QvrIqfkl0CqAIIYQQQogtCqBIQGDmQHGDGts1mgrKNTCZ+AvuusKUMWf2cy6vnPc4DeEjhBBCCCG2KIAiAUFvYIbwWYMaVTB/HWiN3gh1jd7tfTJD+MIUjteTFlMARQghhBBCbFAARQICM4RPwpkD9digZMSpFBidEoewIHMQ9OHWC/jtyHW39lmtNWe1QoMcB1BGo/vZLEIIIYQQ0jQ4PnMkRGCYAErGnQMVqsA//3crpGIRRi7fifIaPb78JwsAMKFbot0QP1tMBirUSQZKTwEUIYQQQgixQRkoEhAMBvs5UAAgk4ghEokQa1PSvKyaXxDCEWYOVIiTAMpAARQhhBBCCLFBARQJCGwVPifzkmLCgnj3y6prL2leoTHPlwoPlrl8TUIIIYQQQhgUQJGA4GgOFFdMqOcZqPIac5sIZwGUhwvzEkIIIYSQxo8CKBIQDA7mQHHFqfgBVGlV7QEUk4GKUFIGihBCCCGEuIcCKBIQmDLmzha3vb1HIjrFh7H3a8tA1egM2HOxCACgCnIcQNEcKEIIIYQQYosCKBIQmIV0nc2BSowIxsbnhqBNTAiA2jNQ53Kti+bG2mSvGB9tu4hNJ3Pq0l1CCCGEENJIUQBFAoKuljlQACASiZDaJgqA6wzU8euluHPFHvZ+v9bNeI+HyCXs7Vf/OFWn/hJCCCGEkMaJAigSEGqbA8Vg5jO5CqCe+i6TvT25TwvIJPyvQVy4taJffHiwx30lhBBCCCGNFwVQJCDUNgeKwcxnUtc4D6CKKq0lzltHh0BnU21vXNd49nYzJwUmCCGEEEJI00QBFAkItc2BYoQxAVS13mkbbhCWHB2CVlEhvIV4I5VyfHB/TwCAlkqZE0IIIYQQDgqgGimTyYTCCo2/u9Fg3JkDBQCqYCkA1xkortZRIZCIRfjrX4PZbVKxCAqp+XU0OgqgCCGEEEKIFQVQjdT//fc4+r72N/4+nefvrjQIg2UIn7SWOVDMEL7yGscZqEqNHlVaA3u/fVwoAPDmQYlEIiik5kISGj0FUIQQQgghxIoCqEZq3aHrAID3t573c08aBrOobW1D+FTB5gDqTI4aL/9+wm4tpye+O8TefvSW1mzgJJNavwoGo8magdIbQAghhBBCCIMCqEZOBNcBR6AorjQPR6ytiERYkJS9/f2+bOy9VMh7/EphFQCgV8sI/N/YTux2ucQmgJKZ72spA0UIIYQQQjgogGrkRI0jfsKpm2oAQHSo40VvGcwQPmdqdOaM0puTuiOYs94Ttzx6cZWWhvARQgghhBCHKIBq5BpD/GQymdjS4/2Tm7lsy81AAYDNCD42IFJI+X/6Ik6kWVqlhZwdwkcBFCGEEEIIsfI4gLpx4wYefPBBREVFITg4GN26dcOhQ9Z5JSaTCQsWLEBCQgKCg4MxatQoXLhwgbeP4uJiTJ06FSqVChEREZg+fToqKip4bY4fP44hQ4YgKCgISUlJePvtt+368vPPP6NTp04ICgpCt27dsGHDBk/fTuPXCFJQGr2RncvEzHFyJkgm4d3X6PhzmJg5TcwQPa5/j+6ASKUMjw9pw6nCR3OgCCGEEEKIlUcBVElJCQYNGgSZTIaNGzfi9OnTWLZsGSIjI9k2b7/9Nj788EOsXLkS+/fvR0hICNLS0lBTU8O2mTp1Kk6dOoX09HT89ddf2LVrF5544gn2cbVajTFjxqBVq1bIzMzEO++8g4ULF+Lzzz9n2+zduxdTpkzB9OnTceTIEUycOBETJ07EyZMn6/N5NDqBHz4BFRprRT2lTYBUmxpOBslgNEFnqebHDNHj+tfI9sh8eTTaxoSyj9M6UIQQQgghhEtaexOrt956C0lJSfj666/ZbcnJyextk8mE999/Hy+//DLuvPNOAMC3336LuLg4/P7777j//vtx5swZbNq0CQcPHkTfvn0BAB999BHGjx+Pd999F4mJiVizZg20Wi2++uoryOVydOnSBUePHsXy5cvZQOuDDz7A2LFjMW/ePADAkiVLkJ6ejo8//hgrV66s36fSiDSCBBQqLQFUiFwCcS1FJGxxM0jcghC2Q/gYzP6Zx3UGEwxGU63FKwghhBBCSNPgUQD1xx9/IC0tDZMnT8bOnTvRvHlzPPPMM5gxYwYAICsrC7m5uRg1ahT7nPDwcAwYMAAZGRm4//77kZGRgYiICDZ4AoBRo0ZBLBZj//79uOuuu5CRkYGhQ4dCLpezbdLS0vDWW2+hpKQEkZGRyMjIwNy5c3n9S0tLw++//+60/xqNBhqNdXFZtdpcmECn00Gnc2/hVV9h+lPvfplMgntvniqpMGcvQxRSj99LpcZ6bCuqrc8VmwzQ6UzOngaRyRp4VVZrECyXNNwxIQ2Cjoew0PEQFjoewkLHQ1joeAiLkI6Hu33wKIC6fPkyPv30U8ydOxcvvvgiDh48iGeffRZyuRyPPPIIcnNzAQBxcXG858XFxbGP5ebmIjY2lt8JqRTNmjXjteFmtrj7zM3NRWRkJHJzc12+jiNLly7FokWL7LZv2bIFSqXSnY/A59LT0+v4TPOhLS0tDfi5YRfVACAFdDVuvZcgiQQ1BnPG6Ojxk1Dln0BGvgiFNSIwo1a3bN7kch/mkX7mz/CvjZsRwpl6xT0mJhNwtlSE5iEmqOQgflD37wjxBjoewkLHQ1joeAgLHQ9hEcLxqKqqcqudRwGU0WhE37598cYbbwAAevXqhZMnT2LlypV45JFHPO+lj82fP5+XtVKr1UhKSsKYMWOgUqn82DN7Op0O6enpGD16NGQy14UTHHkuYwsAoFlkJMaP79/Q3fOp7ecKgFNHEBcVjvHjB9baPqJjER5ZnQkAiG3ZFoc0evycdZ3XZvz48bXuZ96BdBiMJgy7dSRiwxQOj8kfx3Kwct8JtIgIwvZ/D63DuyN1Vd/vCGlYdDyEhY6HsNDxEBY6HsIipOPBjE6rjUcBVEJCAlJSUnjbOnfujP/+978AgPj4eABAXl4eEhIS2DZ5eXno2bMn2yY/P5+3D71ej+LiYvb58fHxyMvL47Vh7tfWhnncEYVCAYXCfh0hmUzm9wPmTH37JhaLBPve3FVjGU0XqnDvsxjWKR7L7+2BueuOYXVGtsPFcN3Zj0IqRpXWACPEvPYymQw1BmDKqn04ecP8RbteWhPwn3OgEvL3tymi4yEsdDyEhY6HsNDxEBYhHA93X9+jKnyDBg3CuXPneNvOnz+PVq1aATAXlIiPj8fWrVvZx9VqNfbv34/U1FQAQGpqKkpLS5GZmcm22bZtG4xGIwYMGMC22bVrF28cYnp6Ojp27MhW/EtNTeW9DtOGeR1iJmoEdfgqaixFJBTux/ujUuIgl4gdBk/usq4FZV/KfPOpPDZ4IoQQQgghTYdHAdScOXOwb98+vPHGG7h48SJ++OEHfP7555g5cyYA82Kks2fPxmuvvYY//vgDJ06cwMMPP4zExERMnDgRgDljNXbsWMyYMQMHDhzAnj17MGvWLNx///1ITEwEADzwwAOQy+WYPn06Tp06hZ9++gkffPABb/jdc889h02bNmHZsmU4e/YsFi5ciEOHDmHWrFkN9NE0EoEfP7FV+EIV7pcwVwXJ0K1FeL1eVyYxfz20evtiEzW0PhQhhBBCSJPk0RC+fv364bfffsP8+fOxePFiJCcn4/3338fUqVPZNs8//zwqKyvxxBNPoLS0FIMHD8amTZsQFBTEtlmzZg1mzZqFkSNHQiwW4+6778aHH37IPh4eHo4tW7Zg5syZ6NOnD6Kjo7FgwQLeWlG33HILfvjhB7z88st48cUX0b59e/z+++/o2rVrfT6PRqcRxE/sOlChQR79uSJSWb80sMRSA95osg+g8ss1vPsxYfZDQwkhhBBCSOPj2RkpgNtuuw233Xab08dFIhEWL16MxYsXO23TrFkz/PDDDy5fp3v37ti9e7fLNpMnT8bkyZNdd7iJE4nM2RKNzojwegYU/sKuA+XBED4AUMo9/vPmYdZ+0hvtA6gqzuK+AH+9KUIIIYQQ0nh5NISPBB6xSITxH+xGj8VbUFql9Xd36oTNQHkYENV3EWEmgDI4CKCqLQHTvX1bAABq6jHXihBCCCGEBA4KoBo5kwm4XFgJANh3udjPvambijpmoOQS65+3TGKNpl6b6N4wTyaAcjSEjwmgIpXmxZ+0eiOW/HUaJ2+UedRHQgghhBASWCiAauSqtNahZoFa+KCyjnOg4sOt8+7EnHRUp/gwt55viZ/YDNTeS0W4ZCm8V601f5YRSuvquV/+k4XbPvrHoz4SQgghhJDAQgFUI1fOmatTVq1z0VK4KjXmYCXUwwzUtEHJaB4RjGmDWkMqtgZQMol7f/ZSsbmd0WhCWbUOj6zOxIenpNAZjJwMVGDOKyOEEEIIIXVTv1n2RPDU1dYAKk9d48ee1F15HYfwNQuR45//GwGRSIRfMq+z26US9yZHiTlFJNSc4LOwQstmoEKDpJBJRNAZ7If5EUIIIYSQxocCqEbGZDJh2uqD7P2yamvhiDy1xtFTBK8u60AxRJahe3XJQDHNDCYTKjlDIZ/96RiOXjPPdQqRSxEklUBn0DvaBSGEEEIIaWRoCF8jU1atw45zBex97tyfQM1A1bWMOZekLgEUsw6U0cT2AQAbPAFAi8hgKGSeB3aEEEIIISQwUQDVyNiW3NZwymsHagDFljGvRwDFXVI4RO5ewCPmlDEvr3GcYWoRqUSQjP81+nzXpTr2kRBCCCGECB0FUI2Mo0VfGbllNTA5KMktZHqDkQ0CQ+qxMK66xjqHqVmI3EVLK2bYn9ZgZAtZ2AqWSxBkk4F6Y8NZfL0nq449JYQQQgghQkYBVCOjMzhf0LVco8e14mof9qb+tJz3o5DV/c9Vy8nESd0cwnfsunmo3qwfjrjM3tlmoABg6YazHvaQEEIIIYQEAgqgGpnaqsHdLAusAIr7fpiy4r7CDboW/3XaabtIpX1GS2sw4mJ+hVf6RQghhBBC/IcCqEZG7yIDBYBXDEHoTCYT5v50lL0vc7P8uCtyN7NP7hjSPhoA0D7W8cK8F/LKG+y1CCGEEEKIMFAA1cjUloGa/s0hH/Wk/o5dL8PWs/kAzFX0RKL6B1CRIQ238O379/UEAHSKdxxAZRdXNdhrEUIIIYQQYaAAqpHRG11noAJJBafynW11wbpyNNyuLlISVIgKVQAAOtgEUPf1TQIAXCqgIXyEEEIIIY0NBVCNTG0ZKMC8VtQDq/bhh/3ZPuhR3VVpG364obsV+Grzw4wB7O0OcaG8xwZZhvZdLqhskNcihBBCCCHCUZ+FdYgAMXOgIpQylFbpHLb5ZPtF7L1UhL2XilCp0WNohxh0dDIMzZ+c9b8+4lRBDbKfCE4mSymXYvrgZGQVVmLlg31wId889+lCfgVMJlODDD0khBBCCCHCQBmoRoZZByouLAjP3trOYZvPd19mb7++4QzS3t/lk755qrhK22D7mpfWEc0jgvH82I4Ntk+uV25LwVeP9oNcKka72FAEycQoq9bhAlXiI4QQQghpVCiAamSYdaCkEhEinQxXc7SWrhAX2C2pbLgAauaIdtjzwq1ICA+u134kIhPentTVZRuFVIJ+rZsBADIuFdXr9QghhBBCiLBQABXg9AYjdp0vQHmNznLfHAjJJGKP5vs0UI2GBlXcgAFUfY3qHIuTC0bi7f4G3NUrsdb2HePMQyIDbd2t2nyx+zI2nczFv348gt+OXPd3dwghhBBCfI7mQAUgvcGI7ecKMKhdFL7NuIo3N54FAFx5cwKqdAYA5jWTPAmgDEYTJGJhzdUpacAhfHWxelo/fLD1At65pzvaxYZBp9NB6uYlB6VcAgCo1hq82EPfOnilGK+tP8Pe//PYTdzVq4Ufe0QIIYQQ4nsUQAWg/x29iX//fAztY0PZOU8AsO9yEY5mlwIAOsSF8QKoJXd2wSv/O+V0n0YBDuHzdwZqeMdYDO8YW6fnBsvNX62qRhRA5ZbV+LsLhBBCCCF+R0P4AtDuCwUAzFXesgqtpbJP31TjRql58dZO8WG8SnHjuyXgwEsjne7z4JVizFxzGDdKhTPkrMQLVfh8JVhm/mpV6xpPACW0DCUhhBBCiD9QBioAhSgcH7YavQGFFeasTXSoAtGh1gAqNEiKGq3zRXYf+vIAAKCwQoOfnkxtwN7WjclkQmGFxt/dqDOlJQPVmIbwiakcOyGEEEIIBVCByNncoMNXS1FQbg46YsIUUEgl2P38CADmynBG5/ET62pRVYP1sz4KK7QorzEvpHtPnxa4rXuCn3vkmWDLHChvLAbsL5SBIoQQQgihACoglVQ6Htq263wBtJYy5jFhCgBAUjMl+7jcjQoIQjlHvl5iDuQSw4Pw7uQefu6N54Jlja+IhFD+NgghhBBC/InmQAUgZxkoJngCzEP4bLmTQbhZVoNnfzyCUj9XwNPqze8lyBKIBBq2Cl8jmgMlpgiKEEIIIYQCqEBUWktxBaVc4nSelDv+OHYTL/1+ss7PbwhMdUGpJDBP2q1D+BpPACWhOVCEEEIIIRRABSJHGahQTsDEDN+rze8zByFI5vhPYNe5grp1roHoLNk0qTgw/0QbYxEJmgNFCCGEEEIBVMAxGE3Q6O2rQdzXL4m97Wj4HiMhPIi93TMpwmlWocrPQ8/0BnMGShaoGShZ48tAUQKKEEIIIYQCqICj5QRP4cEy9vaTw9qwt6UuMgXfPz4ALZspsXRSNwDOswoGo38X1tVbSgZKJYH5JxrMmQNl9PNn2WAaydsghBBCCKmPwDw7bcK4AdRzI9sDAO7rm4TYMGtmiVtMwlbbmFDsen4EpvRvCcD1sCyTyX9nzDpLBspVMChkTBEJwLw+V2PQWOJAQgghhJD6oDLmAUZjsJ6MP5TaCr1aRqBHiwheG09OdEtcFKTovGATPri/F9K6xHvazXpjMmCyAM1AKeUSyKViaPVGFFVooWwW+F81ox8DakIIIYQQoQjMs9MmjMlAyaViyCRi9GoZyZaXZrI1A5ObNchr1eiMeHvTWdToDLhW7HyB3azCSiz84xRullY3yOsCnCISAToHSiQSoUVEMADgWokwFieuLwqgCCGEEEIogAo4TAClcJCZ2fjcEMwd3QHPjWrfYK93qaASU7/YjyFvb8epm2UO29z3WQZW772CJ7/LbLDXZcuYB2gVPgBoHmkOoK6XNFxg6U8UPxFCCCGE0BC+gMPMb5JL7QOL9nFhaB8XVqf9jkmJQ1SoHOO7JeChLw/wHsu8WgIA2HAiB10Sw+2em1+uAQCcuOE4wKoLveV9BmoVPgBoEakEANxoJAEUZaAIIYQQQiiACjgbT+QCAIoq7deCqo+oUAVbmc+ZhPDgBn1NV9giEgE6BwoAWjSyDBQVkSCEEEIIoSF8AeeDrRe8sl/ugrpDO8Q4bOPLqnxMGXNZgFbhA7gBFM2BIoQQQghpLDwKoBYuXAiRSMT7r1OnTuzjw4cPt3v8qaee4u0jOzsbEyZMgFKpRGxsLObNmwe9Xs9rs2PHDvTu3RsKhQLt2rXD6tWr7fqyYsUKtG7dGkFBQRgwYAAOHDhg14a4j7vA7rwxHR228eWisNYMVGMIoBpHBsqfZe0JIYQQQoTC4yF8Xbp0wd9//23dgZS/ixkzZmDx4sXsfaVSyd42GAyYMGEC4uPjsXfvXuTk5ODhhx+GTCbDG2+8AQDIysrChAkT8NRTT2HNmjXYunUrHn/8cSQkJCAtLQ0A8NNPP2Hu3LlYuXIlBgwYgPfffx9paWk4d+4cYmNjPX1LAaVZiBzFlVr0ahnRIPtbNrkHtp3Nx8OprdltCpnjuLrShwEUE3Qo5YE7ypSZA5WrroHeYAzo4YgADeEjhBBCCAHqMIRPKpUiPj6e/S86Opr3uFKp5D2uUqnYx7Zs2YLTp0/j+++/R8+ePTFu3DgsWbIEK1asgFZrntOzcuVKJCcnY9myZejcuTNmzZqFe+65B++99x67n+XLl2PGjBmYNm0aUlJSsHLlSiiVSnz11Vd1/RwCgslkgkZnDmLendyjQfZ5d58WWDG1N4Jk1oVfI4JlDtt+6MbwwSuFlQ3Sr3O5agBA71aRDbI/f4gJVUAuEcNgNCGnrMZhG5PJhMIKjY97Vjc0hI8QQgghpA4ZqAsXLiAxMRFBQUFITU3F0qVL0bJlS/bxNWvW4Pvvv0d8fDxuv/12vPLKK2wWKiMjA926dUNcXBzbPi0tDU8//TROnTqFXr16ISMjA6NGjeK9ZlpaGmbPng0A0Gq1yMzMxPz589nHxWIxRo0ahYyMDJd912g00GisJ6tqtfkkXafTQadzvqCsPzD94fZLXa1js0AxSqnX+hwZLMHiOzrDaDRh1T9XcKPUevJf22sOf3cH/ngmFZ0T6lYNkFFjCRRDZSLBHBtHx6Q2IQoJtFVGqKtqoAuToUqrR55ag9ZRSohEIsz75QR+P5aDbx7tg1vaRnmr6w1Cp9M72Oa/Y1OX40G8h46HsNDxEBY6HsJCx0NYhHQ83O2DRwHUgAEDsHr1anTs2BE5OTlYtGgRhgwZgpMnTyIsLAwPPPAAWrVqhcTERBw/fhz/93//h3PnzuHXX38FAOTm5vKCJwDs/dzcXJdt1Go1qqurUVJSAoPB4LDN2bNnXfZ/6dKlWLRokd32LVu28IYaCkl6ejp7+0YlAEgRIjVh+9+bvfq6TLHyZzuYX/fDU1IES0zYsGGDg9b8P6M7PsnA/W0MSI2re8aiqFQCQIQjhw6g3Dt1M+qMe0xqY9CZ38eOXbtxMQR486gEOdXmeV19oo3ILDQngV/79SBmdTF6o7sN5nCBCICEt83x34NveXI8iPfR8RAWOh7CQsdDWOh4CIsQjkdVlXuFvzwKoMaNG8fe7t69OwYMGIBWrVph3bp1mD59Op544gn28W7duiEhIQEjR47EpUuX0LZtW09eyivmz5+PuXPnsvfVajWSkpIwZswY3lBDIdDpdEhPT8fo0aMhk5mH1G0/VwAcP4JWMSqMH5/qs77kqWvw4ald0BhFGDduHEQifmGH5zK22D1n7WUJlkwbU+fXfOfsbqC6GkMG34JeSRF13k9DcnRMavPW6V1Ql9VgQOog9GgRzvusmOAJAGJiojF+fN8G73ND0h69CVw8ydsW0XGA3zJndTkexHvoeAgLHQ9hoeMhLHQ8hEVIx4MZnVabes3Qj4iIQIcOHXDx4kWHjw8YMAAAcPHiRbRt2xbx8fF21fLy8vIAAPHx8ez/mW3cNiqVCsHBwZBIJJBIJA7bMPtwRqFQQKFQ2G2XyWR+P2DOcPum1pgzFFGhCp/2t1mYOWAymgA9xFDK3PuzqU8ftXrzew0Jkgvu2Hjy9yJjFjwWiV0+RyqRCO592hKJJXbbHlmdiStvTvBDb6yE/P1tiuh4CAsdD2Gh4yEsdDyERQjHw93Xr1dZsIqKCly6dAkJCQkOHz969CgAsI+npqbixIkTyM/PZ9ukp6dDpVIhJSWFbbN161beftLT05Gaas64yOVy9OnTh9fGaDRi69atbJvGSm8wBxUKqW+ruQXLJGCWYyqvsZ8H44yhHmXbNHrmvdqftAcSqeWD23wqF38dv+m0XSAsd0VFJAghhBBCPAyg/vOf/2Dnzp24cuUK9u7di7vuugsSiQRTpkzBpUuXsGTJEmRmZuLKlSv4448/8PDDD2Po0KHo3r07AGDMmDFISUnBQw89hGPHjmHz5s14+eWXMXPmTDYz9NRTT+Hy5ct4/vnncfbsWXzyySdYt24d5syZw/Zj7ty5WLVqFb755hucOXMGTz/9NCorKzFt2rQG/GiER2cJSKRi3wZQIpEIoQpz1un0TTX+d/QGWz1u0Z+nnD5v08ncOr+mRm8uIuHrYLGhySyly1ftzsKsH444bScWCT+ConWgCCGEEEI8HMJ3/fp1TJkyBUVFRYiJicHgwYOxb98+xMTEoKamBn///Tfef/99VFZWIikpCXfffTdefvll9vkSiQR//fUXnn76aaSmpiIkJASPPPIIb92o5ORkrF+/HnPmzMEHH3yAFi1a4IsvvmDXgAKA++67DwUFBViwYAFyc3PRs2dPbNq0ya6wRGPDZKD8sbhsWJAM6ho9pq0+CAB4bu3RWp9z6mYZJnR3nJ10xWQyWTNQTtakChSBvBCwLWcJxfIaHcKCaAgEIYQQQpoGjwKotWvXOn0sKSkJO3furHUfrVq1qrVy1/Dhw3HkiPOr9QAwa9YszJo1q9bXa0z0BvMZrMwPC7KGBXk+XS45OqROr6UzmMAkOwJ/CJ/jY9UlUYVTN60TFZmy7ULmbAjfjdJqdIqnAIoQQgghTUNgX95vYnRGSwbKDxNmmCF8tTm9OA2jOpszgXWdA1VSZV5UWSwCQuSBHUDJnGSgokP5xUz2XirCwSvFvuhSnTk7nDdKqn3bEUIIIYQQP6IAKoAwGSipHzJQoW5moJRyKRvg6eoYQF0vMdfgTwgP9st7bUiXCyodbp/Uu7ndto+3Oa5mKRTO5kBdpwCKEEIIIU1IYJ+dNjHMHChnWQ1vatms9oWGW0WZ2zDzfgyG2heGvVZched/OYaL+eXsNuaEvEVkcF26KihFlVqH20d2jsPm2UPx178Gs9v2XCyEzo3PzF+MTgLiCo37lRkJIYQQQgIdBVABxF9V+ACgfVxYrW3WPzsEgHWIod6NDNTDXx3AukPX8eR3mew2awBVe9AWqGQSETrGh6Fr83BceN28QLXeaEKFB2Xifc3Z4WQyo4QQQgghTQEFUAHEnxmoDrGhDrdPH5zM3mbmSUksAZ47AVRWoXmI2yXOULdVuy8DaBwZKGdknCBYJhEjWGae6yXkbI6zIhIGKm9OCCGEkCbE89JqpMGZTCbkqmtQWqVD5wSV03Y6dg6UHwIomwxUmEKKdyb3wNiu8YgKlSM2LIh9jAnw3tx4FsnRIUjrEl/r/pmiCpcKKlBapQMAxKoUrp4SsAYkN4PYphBIWJAU1ToD1DU6P/WqdleKzEFudKgChRUadrvBKNxhh4QQQgghDY0yUAKw7Ww+Upduw9x1x1wuVsrMj/HHEL7IEDmiQ+Xs/d9nDcLYrubA6Jnh7XBPnxbsYxJOcMAMzSso12DF9ovIL69hH9Nz5vskhAehsEKDHecK2G3xKmtQFqj+PbqD3bY1jw+w28YU6SgX8BC+fy4UAgCW3NmFt92dTCMhhBBCSGNBAZQAMNmdMzlqDFy6FSVOCg+czjGvG+SPIXwAEKG0BlAyF0GcozLr0785iHc2n8OLv54AYM66zVl3jH1cIRVj3Ae7seSv0+y2WzvFNkS3/WqEg/fgqLJgpOWzLapwfOz97VpxFa4UVUEiFuGWttG8xww0B4oQQgghTQgFUALQPCKYXe8oT63BDweyHbY7kl0KACj000m2krMmk6thhI4ChOPXywAA/1w0ZzGOXS/Dn8duso8fulqCgnLrsLCFt6dAJPJPoNiQgmTurWOVZJnvlV1c5c3u1BkzV61dTKjdosqUgSKEEEJIU0IBlACIxeaKbAx1tf08GO5wt8Htou0e9wVuMOAygHKx0G/rqBAAgEZncPl8R5mbQOTumsctLZ+LUAMoZlFkuVQM27i2rgsmE0IIIYQEIgqgBKJjvLV4RLUluMipsg7bY7JOErHIb0PbuAGUqyF8EpuogZtZYtaKclS5bVzXePw9dxh+efoWtLIEFIEuOToE9/VNQpsY8/uZNaKdw3atLOtsZRc7XnjX35ggSSwW2WUGKQNFCCGEkKaEqvAJBBNYAMC3GVfx/Jj2ePOYFDi2D8cXjkGe2lx8ISZUYVfBzVfknKyTJ0P4zuVaF8ndfCoPOoMRVRr7DNTUAa3Qzkm59EAlEonw1j3dAQBFFRo0C5E7bNfScvyvFgkzA8UESY4OO1XhI4QQQkhTQhkogbBd82jb2Xz2dr5ag3xLFifOj6W9ZRKxw9u2dAb+CfXN0mre/QX/O4U/j5vnPyVHWzNNIQr35gsFqqhQhdN5XUwG6mZpNbR64QUkzBpQTAXILXOGYkL3BACAQXjdJYQQQgjxGgqgBGJER/6wvP8ethZYKKvW4aplDZ6YMP+V9uYOzXM1z6nKZjHY6zYB1I8HsvG/o+b3xxQnAICwIFlDdDMgxYQpECyTwGiyDziFwDqEz3y/Q1wYeiVFWB6jCIoQQgghTQcFUAIRopDi6ILRUEjNh2SnZc0dAFj4xym8tv4MAP9moLhs5zlxTR/cBgnh1kDv5I0yp23v7JmI9+7rgfnjOjW64XueEIlEaGnJQl0VYCEJJgPlKIimOVCEEEIIaUoogBKQCKUcx14dA7mUf1hOcAKQWD9moLhclRhvGaXEnv+7FZ0TzIUxrpc4DggmdEvA4ju64q5eLfDksLZe6WcgSYwwH9u8sppaWvoem4HiHHeJZRgnVeEjhBBCSFNCRSQEJkgmQYhc4nQejFAyULURi0VsNu18XgW7/Y4eiQiWSXA6R43XJnZFuLLpDtuzFWxZZ0ujd17i3V/YIhKUgSKEEEJIE0cBlABJXJQIj/VjAOXpwra2o/x+e+YWdG8R4XL4X1Mmt2R0NEIsImFkikhYjx1zM/10nj+6RAghhBDiFzSET4BcFLgTzBA+dxzOLmVvt4kOQa+WkRQ8ucAM3RRiAMWs28UdwsfNLAqxciAhhBBCiDdQACVAUhcZqDhV4ARQXNeczIMiVtwA6vRNNfQCqg9udDCEj7tAstHBwsiEEEIIIY0RBVAC5CJ+QpSThViFTmegE+zaKKTmOVAfbr2A8R/uxuK/Tvu5R1bWMubWAGrGkDbsbZoHRQghhJCmggIoAXKVgRIH6BC4jx/o5e8uCJ5t9cVvM676qSf22CISnCF8nRLC2NtUiY8QQgghTQUFUALkLEYKC/JvzY/6hG63dU9ssH40VnJXk9/8jBmixy0iwQ2mKIAihBBCSFMh3DO2JsxZBmr7f4b7tiPEp2wzUELCTMfiZkDFYhGYGKqwQoMLeeV+6BkhhBBCiG8J94ytCXM0TK9zggrRoYGxBhSjeUQwACCpWbCfexIYFA4CKJNAijMwGSiJTSl7JiM15r1dGP3eLlzMpyCKEEIIIY0bBVACxB0mtWZ6X0zonoD54zr5sUd18+30/pjcpwW+fWyAv7sSEBwFUHlqjYOWvueoiAQAu7L0GZeLfdYnQgghhBB/oIV0BUjHKV/dOV6FFQ/E+bE3Vp0TVPjj2E2327eNCcU7k3t4sUeNi6MhfEJZXymnrBoAP7g33xcDsPYxMEucEEIIIYS4jwIoAarU6tnboQqJH3vC99jg1tDqjRjeMcbfXWmUHAVQeqMwAqgfD1wDAOy5WMjbHqBFIQkhhBBC6owCKAHSc9ZMEomEc4aqkErw3Kj2/u5Go8WsA8UltAVqLxdW8u5LBVw5kBBCCCHEG+jsR4CoJHTT5KiMuUEACah9l4ucPmY7B0pA8T4hhBBCiFdQACVAFD81TY6G8AkhmJ71wxH29jPD2/Ies50TRQghhBDS2FEAJUBCKV1NfMtRACWEIXyFFdZKgJN6t+A9JqaUEyGEEEKaGAqgBEgIJ83E9xyVMdf7OQPFDZ4A+z5KJTZD+KgOHyGEEEIaOQqgBEgIw7aI73GPeliQub6Lv/8WcstqePdtAyjbOVCEEEIIIY0dBVACRAmopolbRCI6VAHA/9lI2wDOdpghzYEihBBCSFNDAZQAUfzUNHVJVOHfozvgoym92PWV/J2BMtgEcLal1m3nQNGUKEIIIYQ0dhRACVCQjA5LUyQSifCvke1xe49ESMXmvwG/B1C1ZaAkFDERQgghpGnx6Ex94cKFEIlEvP86derEPl5TU4OZM2ciKioKoaGhuPvuu5GXl8fbR3Z2NiZMmAClUonY2FjMmzcPer2e12bHjh3o3bs3FAoF2rVrh9WrV9v1ZcWKFWjdujWCgoIwYMAAHDhwwJO3ImhKOa1v3NSJLSkoIQVQwTKJ3Zwnmc3aVRROEUIIIaSx8zjV0aVLF+Tk5LD//fPPP+xjc+bMwZ9//omff/4ZO3fuxM2bNzFp0iT2cYPBgAkTJkCr1WLv3r345ptvsHr1aixYsIBtk5WVhQkTJmDEiBE4evQoZs+ejccffxybN29m2/z000+YO3cuXn31VRw+fBg9evRAWloa8vPz6/o5CIpSLqm9EWnUmLjEdgidrxktAVRieBAyXxll97htAEUIIYQQ0th5fPYjlUoRHx/P/hcdHQ0AKCsrw5dffonly5fj1ltvRZ8+ffD1119j79692LdvHwBgy5YtOH36NL7//nv07NkT48aNw5IlS7BixQpotVoAwMqVK5GcnIxly5ahc+fOmDVrFu655x689957bB+WL1+OGTNmYNq0aUhJScHKlSuhVCrx1VdfNcRn4nejOscBAIIlNBuqqZJYJhMZ/ZyBYsqohyvlDjOjjkqvO2M0mvDzoWu4mF/RYP0jhBBCCPE1jwOoCxcuIDExEW3atMHUqVORnZ0NAMjMzIROp8OoUdar1J06dULLli2RkZEBAMjIyEC3bt0QFxfHtklLS4NarcapU6fYNtx9MG2YfWi1WmRmZvLaiMVijBo1im0T6P41sh0W3t4Z87ob/N0V4ifMUDl/rwPFZMCcVduT15KB4i4K/b9jNzDvl+MYtXwn5vx0FPnqGhfPJIQQQggRJo8m2wwYMACrV69Gx44dkZOTg0WLFmHIkCE4efIkcnNzIZfLERERwXtOXFwccnNzAQC5ubm84Il5nHnMVRu1Wo3q6mqUlJTAYDA4bHP27FmX/ddoNNBorAuDqtVqAIBOp4NOp3PzU/A+MYB7e8UjvfCEoPrV1DHHwhfHhIlXtDq9X/8GNFrza4tEJof9sI2ftHprf9cevI4Pt13Elw/3QeeEMPxx9Abb7rcjN1BapcHnD/auc998eTxI7eh4CAsdD2Gh4yEsdDyERUjHw90+eBRAjRs3jr3dvXt3DBgwAK1atcK6desQHBzsWQ/9YOnSpVi0aJHd9i1btkCpVPqhR7VLT0/3dxeIDV8ck9ISCQARMjMPw3jVf1mo48UiABKoS8uwYcMGu8cL88TgJrKPnziJ8IITAIBXMsw/L899txezuxqw/Rz/5+bElQKH+/QUfUeEhY6HsNDxEBY6HsJCx0NYhHA8qqqq3GpXr3JvERER6NChAy5evIjRo0dDq9WitLSUl4XKy8tDfHw8ACA+Pt6uWh5TpY/bxrZyX15eHlQqFYKDgyGRSCCRSBy2YfbhzPz58zF37lz2vlqtRlJSEsaMGQOVSuXZm/cynU6H9PR0jB49GjKZzN/dIfDtMVmbdwgX1cXo3rMnxndP8OpruSI+lQecO4boqEiMH9/f7vGdNSdxuOgmez8xuQOCE1UY2j4ayDD/EEZGmp/7XMYW3nNDQ0MwfvzgOveNviPCQsdDWOh4CAsdD2Gh4yEsQjoezOi02tQrgKqoqMClS5fw0EMPoU+fPpDJZNi6dSvuvvtuAMC5c+eQnZ2N1NRUAEBqaipef/115OfnIzY2FoA52lSpVEhJSWHb2F6VTk9PZ/chl8vRp08fbN26FRMnTgQAGI1GbN26FbNmzXLZX4VCAYVCYbddJpP5/YA5I+S+NVW+OCZSZmycSOzf4y8Ss/1x1A+pzRi+D7ddAgC8MM66vIFSLnX4XLFI1CDvjb4jwkLHQ1joeAgLHQ9hoeMhLEI4Hu6+vkdFJP7zn/9g586duHLlCvbu3Yu77roLEokEU6ZMQXh4OKZPn465c+di+/btyMzMxLRp05CamoqBAwcCAMaMGYOUlBQ89NBDOHbsGDZv3oyXX34ZM2fOZAObp556CpcvX8bzzz+Ps2fP4pNPPsG6deswZ84cth9z587FqlWr8M033+DMmTN4+umnUVlZiWnTpnnydggRLIlA1oEyskUkHP9UXCl0nOr+bOcl9jazMHSwjF+eX0SLRhFCCCEkAHmUgbp+/TqmTJmCoqIixMTEYPDgwdi3bx9iYmIAAO+99x7EYjHuvvtuaDQapKWl4ZNPPmGfL5FI8Ndff+Hpp59GamoqQkJC8Mgjj2Dx4sVsm+TkZKxfvx5z5szBBx98gBYtWuCLL75AWloa2+a+++5DQUEBFixYgNzcXPTs2RObNm2yKyxBSKBiy5j7eR0ovcH8+mInVfjO5ZU73F5SZZ2EGSSTwGQyoVrHryqp0RsbqJeEEEIIIb7jUQC1du1al48HBQVhxYoVWLFihdM2rVq1qnXi+PDhw3HkyBGXbWbNmlXrkD1CApXQyphLnGSL/nVrO7y2/ozLfQTLJA6DpTYxofXuHyGEEEKIr3m8DhQhxPukEoEM4bO8vsTJEL7HBiXj95mD0DMpwuk+ZFIxqrXW7NN79/UAAOgNlIEihBBCSOChAIoQAWLmHDFD6PxFzwZQjh8Xi0XomRSBX55KRdfmjitZ6vRGVGr1AAC5VIwQuTnxbTukjxBCCCEkEFAARYgASdkhfP7N0jBzsCRO5kAxpBIxnhja1uFjWoMRRRVaAEBUiBxKJoDSUgBFCCGEkMBDARQhAiSUOVBMBszZED6uni0iHG7X6IwoqtQAAKJDFQiWm/dVRQEUIYQQQgIQBVCECBCzvpLBz0P4jLUUkeAKDXJck0ZrMKKQyUCFyhEsM7ejAIoQQgghgYgCKEIEiBnCp/N3FT6j6zLmXCEKicPtWj13CJ8CSrm5XWGFBr8evu73QhmEEEIIIZ6gAIoQAbIupOvfOVDMEEKpGwGUQuo8gCqssAzhC5MjPNi6yvfcdceweu+V+neUEEIIIcRHKIAiRIBkEmHMgbKWMXdjDB+ANyd1s9umMRhRxARQIQpEhsjRIjKYffyPYzcboKeEEEIIIb5BARQhAiQRWBlzsci9AOr+/i0RHSrnbdPqjSiqtM6BAoDeLSPZx49dK8X2s/kN0V1CCCGEEK+jAIoQAZKKBbKQrsn9IXyM8ho9775Wb0BBuTkDFRWqAAD0ahnBazNt9cF69JIQQgghxHccl80ihPiVVCKMdaA8KSLB0Oj5fa7RGVFsyUBFO8hAEUIIIYQEEspAESJA7EK6fh7CZ/CgiIQzN0qrUVKlg0IqRuuoEABA5wQVr02b6JC6d9JNJpMJm0/l4kphJXQG/wamhJCG8dams5j6xT5o9fSdJoT4DgVQhAgQOwcqgMqY16ZFZDBCFOakt1wqxu7nR+COHokAAJ0PMm3/XCzEk99lYvi7O9BlwWbsPF/g9dckhHjXpzsuYc/FImw/R/MoCSG+QwEUIQLEVOHz9xwoJoCTuFlEArD23VaQjF/mPKmZEjNHtAMAVGm8v6juoSsl7G2twYh/rzvq9dckhNRfcaUWR6+V4qEv9+NCXjm7XaO3/m5QBooQ4ksUQBEiQEzZcH8PNatLEYl1T6bi1k6x+OHxAbztwTL7daKYRXUrtXq7xxqaXMr/uav0QdBGCKmfkzfK0HtJOiau2IPdFwox+r1d7GMllTr2NvNbRQghvkABFCECJJQqfHUZwterZSS+erQfOtnMcwqW2wdQzLYanREmL58A2QajzTlrURFChGnN/qtOH8sqrGRvr9p92Wk7o9GEjSdycLO0mt1mMpn8/vtKCAlcFEARIkBSibDmQHkyhI9hm/FRSO0DKG4brZezbSWWSoAMpYOAjhAiLK7WoPvzuHUR7vBgmdN2/z18HU+vOYxRy3ey26Z/cwgj3t2BGh1logkhnqMAihABkrBV+IRRxlziZF6TK3IJ/+fFUQaK28bbcxiKbAIomjNBiPA5CqB0BiP0BiPWH8/hbHN+sWnHOXPBmCqtOVgymUzYdjYf2cVVOJxd4vR5hBDiDK0DRYgAsWXMAzgD5ayYBJcvA6himwDK3/PLCCG1czR6uKBcg+JKLcqqrXOgXF1sMoH/O1qusc65tL3QQwgh7qBfDkIEiBnC5+8x+gbLvCRJHcqYi2yCrniVwq6NWCxig0VvD+FjAqjZo9oDAPLLNfhs5yVsOJHj6mmEED9yNP/y4JViZBdX8ba5uthku0pCWZU18KJZUISQuqAAihABElwGqgHWgfrXyPYOtzPzoHR6775XJoCKVwUBAMpr9Fi68SyeWXMY6afzsOlkrt8DVkIIH3cIX6f4MADAK7+fZAtCMHMZj18vw/xfj0Ndo7Pbh22FvlJOAEVzoAghdUEBFCECJLg5UPUMoHq3jIAqyPEkb5kl28Zd06WhmUwmlFSZA6i48CC7x2d8ewhPfZ+JlTsvea0PhBDPcX96PpzSC9Ghcqhr9PjnYiEAIE5l/T7/eOAa3t501m4f3PDJZDKhirNsQrWWAihCiOcogCJEgISykC5bxrwOc6C42sSEOn2Mmcfw8faL9XoNV8o1enaSeVyYfQDFWJ5+3mt9IIR4jvvbEyyToF2s+bfkxPUyAEBMKH9o8Kmbart9cH+9KjR63nDhaspAEULqgAIoQgRIIhZWGXNPFtJ1ZGSn2Frb/O/ozVrb1FVxhTn7pJRLEBbkvHaOwWjy+npUhBD3cbPf4UoZuyB3sSWjrLIpX+4oo8S9EFVYoeUVrNHoqJgMIcRzVIWPEAFi50C5KM3rC0wRCU8W0uX6Y9YgnMlRY2zX+IbslseYEubNQuRQSF1fN7paVIXW0SG+6BYhpBZMAqpNdAhUQTJ2PTnmOkeE0iaAcpBR4lbdy1fX8AKoy5zFeAkhxF2UgSJEgNg5ULblo3ysPmXMAaB7iwjc16+lXUU+XyvhBFCyWsoW55drfNElQogbmKG3o1LiANgXhLBdQNfRRaeKGmsAVVyp5Q3h++diQYP1lRDSdFAARYgACWUOFLNWkrQOC+m6a+mkbgCASKXjIhMNocJyBVoVJLMb8mPLm8UsCCGeYbJFzG/izvP8gMdZcRquSk7RiAqNHhpOBurUTTWKKuiiCSHEMxRAESJAzBwonZ+H8DHlfiOUcq+9xtAOMQCASo3Ba/OPuIGgRCzC2C7OhxTSnAhChENtKTITojDPOAiyzIFiyKT8izslVVpelT2An4Gq0Oh5Q/hMJuBifkWD9pkQ0vhRAEWIADFzoPydgWLWTmrmxQBKZSnqoDUYeVeGG5JtMYz37uuJffNH4o4eiXZtvdUHV0wmE05cL0OlRl97Y0KakBuW9Z6aRwQDsK77xOjXuhnvfpXWgNs+/Id3MYY7B6qihh9AAd5fxJsQ0vhQAEWIADFD5vxZhY+7dlKzUO8FUCFyKTtR3NEimA1BzwZQ5p+8YLkE8eFBDgtK+GMIX/rpPNz+8T948Mv9Pn9tQoTMNoDiZuX/njsMraKUds+5XFiJKks1Pq3eyAuYbMuYM20IIcQTFEARIkBSARSR4K6d5M0MlFgsQphleI662jsZGGZBYonNXK5Ey0kZlz8yUH8ezwEAHMku9flrEyJUBqMJuWU1AIDmkebvKvc3sV1sKGJCFRjaIQbRNhd5tp7NBwC7rG5RpdZumz++84SQwEYBFCECxMyBMvhxDhRTuS5YJkGwzbCZhhZmmQhe7vUMFD+AuqOngyF8flhYs1Uz61V0o5+HbRIiFPnlNdAbTZCKRYi1LIB9b98kAMDANuaheyKRCN8+1h/75o/krTf37I9HAFgLyDByyqpxOLuEt40yUIQQT1EARYgAWTNQ/juZLuaU/vY2pjKeusY7GSi2HLtNANU2JtSubY0fTqZUwdYl+bw1jJGQQHPTMnwvPjyI/e7+e0wHfP5QH3z+cF9eW6lEjC8f7We3j3Kb35Sc0hpkF1cBsJZAP52jbvC+E0IaNwqgCBEg6xwo/10ZLa1mKvB5r7w4IyyIGcJnHzwcvVaKq0X1W+ySCURlYvufvM8f6gO5VMwWs/BHIQcRrIFdSRUFUIQAwPUScwDFHWqrkEowpkt8reXL28aYF8NmSpgz105ulFazwwITws1Zrc93XUapZb4nIYS4gwIoQgRIIoAMFFPO21GhhYamYofw8YOXrMJKTFyxB8Pe2VGv/TOLa9rOgQKAMV3icWbxWMy6tR0A8wR0X9NxAuUSOpEjBABws9Qc6LRwMFfRmdfv6goAaBVlDqCYEubtY8MAmOc76QwmiETgLaqdebUEhBDiLgqgCBEgJlNiMvlvTgyzdpLcJwGUJQNlM3zt0JXiBtm/wRKg2M6BYkjEIvaE64blqrcv6Tlz3SZ9shdbTuX6vA+ECM2NUvNQO6aAhDuY+ZTMWlBMCfPIEBnv+28yAaXV1osVzHBBQghxBwVQhAgQN1Oi89MwPmZiNfcqrbcwQ/j+On6Tt91VNubDbRex/ISELXPsis6mjLkjoZZKgNVa3xeR0NuUVX7iu0yf94EQoSksN3//Y8IUbj9HaVlol/keM0NyQxUyu4w+d93uXHVNfbpKCGliKIAiRIC4V0r9tZguk4HyxRC+TEtVrJM3+JO5uUP6uAtjavQGfLT9Mq5WiPDgV4d4jznCLqTrYAgfI8hy4lWl8/0cKB1V3iPEDjt30YOLOCGWCyHMbwcTSAXLJbinTwte20V3dGFv56k19eorIaRpqdeZ0ZtvvgmRSITZs2ez24YPHw6RSMT776mnnuI9Lzs7GxMmTIBSqURsbCzmzZsHvZ5/0rJjxw707t0bCoUC7dq1w+rVq+1ef8WKFWjdujWCgoIwYMAAHDhwoD5vhxDB4GZK/DUPSuvDIXzdmkewt7nBEDcuYj4Hrd6ImWsOs9uvl1SjzKb4xLazebwhOewcKCdD+ABAKedfufYl2wwUIQQwmmr/3tpi1oMqrDAHROzvmESM+eM68dqO7ByHdyf3AADkUQaKEOKBOp8ZHTx4EJ999hm6d+9u99iMGTOQk5PD/vf222+zjxkMBkyYMAFarRZ79+7FN998g9WrV2PBggVsm6ysLEyYMAEjRozA0aNHMXv2bDz++OPYvHkz2+ann37C3Llz8eqrr+Lw4cPo0aMH0tLSkJ+fX9e3RIhgcDNQ3PkxWr0RI5ftQOsX1mPCh7tx4nqZ1/rgyyF8c0d3YG9fLapy2EZnMEKrN+KZNYfx95l8Xmbs7zP5+L9fjmP1nixsPJGDx1Yfwu0f/cM+zlQzlAk0gNI5WO/r420XfN4PQoSEuWgiEbkfQDHD/dQ1emj0Buj0zIUgEaJCFXj77u6QikX4wlIGPU5lbp9PGShCiAfqdGZUUVGBqVOnYtWqVYiMjLR7XKlUIj4+nv1PpVKxj23ZsgWnT5/G999/j549e2LcuHFYsmQJVqxYAa3WPN555cqVSE5OxrJly9C5c2fMmjUL99xzD9577z12P8uXL8eMGTMwbdo0pKSkYOXKlVAqlfjqq6/q8pYIERSxWATmnIFbynz3hQJcKjBXiTt1U43ZPx3xWh+4V269jblqDAAv/37SYZsqrQEzfziMv8/kQSEVY+XUXgiSmE+w/vPzMfx06BoW/nka7/9tDjyKKq3zp9gTMRdzoILZIXyGWocENjRH5erf3XLeb8M3CRECoxtDb22FB8sgs7QvrNCyQ5GZC0H39kvCqcVpGJUSBwCIU5lLmeeVUwaKEOI+ae1N7M2cORMTJkzAqFGj8Nprr9k9vmbNGnz//feIj4/H7bffjldeeQVKpRIAkJGRgW7duiEuLo5tn5aWhqeffhqnTp1Cr169kJGRgVGjRvH2mZaWxg4V1Gq1yMzMxPz589nHxWIxRo0ahYyMDKf91mg00GisV5nUavN8C51OB51OWGuvMP0RWr+aMl8fE6lYBJ3BhBqNDrog88n92Rx+xulSQaXX+lNjmXwtFfv27zC72PqeDAZrNuiJbw/hcHYp5FIxPp3aEwNaqSATAzU2CaNzeeXsbfaY6c2NRDA6fS9SkflkzWQCyqs0CLZkpHxBq3Oc9crKV6NVlNJn/agP+s0SlsZwPHSW77/J6Px760hUiBy5ag1ySypRY5nTKBFZPwsxAJ1lmYZmwebveWmVDhVVNVDIvPO9bwzHozGh4yEsQjoe7vbB4wBq7dq1OHz4MA4ePOjw8QceeACtWrVCYmIijh8/jv/7v//DuXPn8OuvvwIAcnNzecETAPZ+bm6uyzZqtRrV1dUoKSmBwWBw2Obs2bNO+7506VIsWrTIbvuWLVvYAE9o0tPT/d0FYsNXx0RkkgAQ4e+t2xBlvkiKLefE4CaOJSITNmzY4JXXP51tfq0b17KxYcMVr7wGV5hMgnKdCK3llex7OnfV+n4PZ5dCKjLhsfY6lJ8/gPTzgFzs+mSH2c/Zy+b9ZF08hw2Vjn8jjCZALJLAaBLht/WbEeF+4a96++9h87G22755JzpFBFYWin6zhCWQj0dhofl7cezoEYiuuf89kBnMz9u0Yy8uqEUAxLh2JQsbNlyya2syATKRBDqTCOv+3Mz+1npLIB+PxoiOh7AI4XhUVTmeRmDLowDq2rVreO6555Ceno6gIMe/Mk888QR7u1u3bkhISMDIkSNx6dIltG3b1pOXa3Dz58/H3Llz2ftqtRpJSUkYM2YMb5ihEOh0OqSnp2P06NGQyVyvuE58w9fH5KXD26DV6DFk2DC0tqxRtPTUTgDWLKrBJMKoMWO9Uujh+KZzwI2r6NCuDcandaj9CfV0NeQylv99EXHNkzB+vLk61uENZ4Gb2Wybzx7qg6HtowGYj8fSo9tc7nP8+PEwGk1YcHQ7AD2mjElFr6QIp+3fOLkDBRVa9BgwGF0SvfubYDKZkFNWg2XpF2Ew5Ths07NPX9zaMcar/Wgo9JslLI3heKy+vh8oL0O/Pn0wOiXW7ef9VnQY184XonWnbqjOLQdyrqFTh3YYP7Kdw/YLj21HabUOqYOHol1saEN1n6cxHI/GhI6HsAjpeDCj02rjUQCVmZmJ/Px89O7dm91mMBiwa9cufPzxx9BoNJBI+FeEBwwYAAC4ePEi2rZti/j4eLtqeXl5eQCA+Ph49v/MNm4blUqF4OBgSCQSSCQSh22YfTiiUCigUNhfVpbJZH4/YM4IuW9Nla+OCTOOXySWQCaToUZnQK5lovOBF0ei/xtbAQA6kwghXuiPZe41guVSn7zfsGDzPKhqnZF9PaPJmpW5u3cLjExJ4D1H5iJulEvFkMlk+N/RGyir1iNUIUWvVlEui2JEhSpQUKFFmcbotfdcozNg86lcvPL7SahrXJdMN0EUcN9/+s0SlkA+HkZLVlbh4W9QnMq88G5xlZ79HQtysQ9mjpVY4v3fukA+Ho0RHQ9hEcLxcPf1PbpsPXLkSJw4cQJHjx5l/+vbty+mTp2Ko0eP2gVPAHD06FEAQEKC+cQnNTUVJ06c4FXLS09Ph0qlQkpKCttm69atvP2kp6cjNTUVACCXy9GnTx9eG6PRiK1bt7JtCAl0TMEDpkIbU5ZbKZcgJkzBZp0qbarGXS6owDubz6K40vkitO7QGnxXhQ+wrt/y1/EctqSwjlPeu3mEfdbb1dxy5qFNJ81Dg6f0T6r1vTAVvLxZ0vip7zPx3NqjdsHTM8PtM/TXiqtxNte9q2GENDYGS3EVsQdlzAEgOsx8MeZSQYVbv2NiS8UeR8VcCCHEEY8yUGFhYejatStvW0hICKKiotC1a1dcunQJP/zwA8aPH4+oqCgcP34cc+bMwdChQ9ly52PGjEFKSgoeeughvP3228jNzcXLL7+MmTNnstmhp556Ch9//DGef/55PPbYY9i2bRvWrVuH9evXs687d+5cPPLII+jbty/69++P999/H5WVlZg2bVp9PxNCBIEpZc5UYiupMgdE0aEKiEQiBMsk0OqNqNaaT8TP5Kjxwq8ncOxaKQDzyfeHU3rV+fW1evPr+mIdKADokqiCTGIunDH/1xP46tF+vPLeiRHBLp8vEYt4Ves0eiMyLhVhoyWAGt8twdlTWS0iza9xvaS6lpZ1t+NcgcPt/Vo3w6qHI/HzoWvIU9fg2PUyvL7hDLABeHxwMl6+LcVrfSJEiJjrJ1IPA6ikSPOc5v1ZxQgLMp/muAqgbH9rCSGkNg16ZiSXy/H3339jzJgx6NSpE/7973/j7rvvxp9//sm2kUgk+OuvvyCRSJCamooHH3wQDz/8MBYvXsy2SU5Oxvr165Geno4ePXpg2bJl+OKLL5CWlsa2ue+++/Duu+9iwYIF6NmzJ44ePYpNmzbZFZYgJFApLOPTsgrNZcs1lqpRQZbtTGDDBDpTVu1jgycAOHGjfmtE+ToD1SUxHJ9O7QMA2HY2H+U1Ol4GalLvFnbP4Z7unFqUZvf4lFX72NvdW0TU2ofmliDthpcCqEqN8yF7vVtGYnRKHD5/uC9iVfxs2xf/ZHmlP4QIGZOB8mQdKABIbRsFAMgpq8H5vAoAgMzFhSAxBVCEEA/VqYw5144dO9jbSUlJ2LlzZ63PadWqVa2Vw4YPH44jR1yvcTNr1izMmjXLrX4SEmgmdEvAJzsuYemGMxjRKRYaPRNAmYfKMuszMUFGaRW/9OaVokroDUZI6xgAaS2lv32VgQKA7i3C2dvLtpxn39uSO7vU2o8gmQQvje9sztrYuLdvC0jcuIrd3JKBulHqXhUeTzHDKuUSMWbd2g7L08+zj4UrreOuz3NKsTOuFFaidXSIV/pFiBAZ2PXbPAugmOHAXAoXvx/uZqB0BiOOXitFjxYRPv1dJIQID/0CECJQ/7q1PVo2U+JmWQ3e3XwONZa1gpgTAabIBDdLw2UyAe9sPgedwcguSOkJZvicwkcZKMBcxIGxeu8VNvvm7snKjKFtcHbJWLvtDw5s5dbzW1iG/two9U4GijlBU0jF6BQfxm5fPa0fr12+WgNbuy44HvpHSGNV1wAq2MFaTtzFum0x+9c7+Z28VlyFdQevYfGfpzF5ZQZe/eOUR/0hhDQ+FEARIlDBcglev8s85/CbjCvYn1UMAFBIzScHzNA6rZMACgA+23UZXRZsxhsOsjK10VoyXjKpZycv9SERizCxZyJ7/2xuOUIVUgxu77iUt9bBWw9ycPLkaJsjzBC+nNIarwznYU7QxGIR+ic3g1IuQZuYEAzrwH9/NXprYZChlscuF1Q2eH8IETKDyfp98YSj73t0qPOF3ZgAytmFptHv7cTz/z2O7/ZdBQD8eCDbYTtCSNNBARQhAjakfQwm9WoOk8kcRAHcDBS/Sp8zWoMRX/yT5XEWignM5A6qa3rTff1a8u7f2zeJDWxsVTlZMPyuXs15910N3+GKUwVBKhZBbzQhv7zhK/ExQZlULEKEUo5dz4/Ab88MgshmjoeJc6gGJDcDYM7InclRw2SieRqkaTAYrN8XTzjKWLkqQsNUPHWWgarRUXU+QggfBVCECNxLEzojUiljT6rZOVBsEQn3/nF3dnLgDLNfX4/1Dw/mr8GglDsP4JJV5vfElB9nyG2GHbqbgZJYAhsAKKl0Ep3VA1MmmTnBiw5V2L1fW9z3Mu6D3fjf0ZsN3i9ChIjNQHlYRMLWqof7usxAURU+QoinKIAiROCiQhV4eYK1hDWTTbEtIlEbo4eZC3YIn6vFlrwgQskPKAwu+j052YhnhrXBf5+6hbfddthhkNT9LJoq2DwBXV3T8AGU0c2yzJN6mzNot/dItDtur633fDgmIYGIzdjW4zcoJUGF0Smuq/NSFT5CiKcogCIkAEzq3RyD2plL86osGQsmSCip0uKDvy/Uug9PAygmMPN3BspVt0NlwJxR7dAySsnbblt6nSkJ78nrq6u9mIGq5YTw9Ynd8NlDffDW3d3sAkjbbBshjRVbRKIOGagwSyW+ni0jam0rraWIBCGE2Kp3GXNCiPeJRCK8f18vfLP3Cu7tmwTAGiS8s/mcXQlzRzy9usrMgXJ3/lBDsR2y52ngB9gP4fPkPaiCzAFUmSWAqtTo8fwvxzG2azxu75Ho6qm1ss6Bct2fYLkEaV3izc+xmePGVGMkpLHT17EKHwBsmjMUP+7PxoyhbWptywRojn4j3c3we5PRaEJBhQaxYQq7+ZKEEP+gAIqQABETpsB/0jqy95kAyjZ4emBAS/yw375KlNHD8wDrED7fBlC2Jwh1GVZTpbUGGUsndfPopIPJ8KlrzIvefrfvKtafyMH6Ezn1DqDYKnwenAPZXhUvqdLWqw+EBAKTycSufVeX36DmEcG830tXmADN0XDhPHXDF5PxhLpGh6mr9uPEjTKEyCU4tdh+mQZCiO/RED5CApRtloXh7OTc1VwiR/w1hM9WXQKoy4UV7O0p/Vu6aGlPFWSZA2XJQJVz5kIVVtivz+QJdzNQXCM7x/Lul1bpUKHR16sfhAhdWbWOvYjj7WGrzBwrg4OrTLll/g2g1h7IxokbZQCASi1lnwkRCgqgCAlQ3IVYGaEKKZzFG54OhWOu/joL1HylLmW7PQlQbDEZqIIKDTadzMGK7ZfYxx7+8kCd9wvUbWHQ7i0isHn2UBxbMAZJzcylmHeeo0V1SeOWa8n8RCplblfRrCumyp/ewZIQOQ4CqMTwIK/2p7bXJ4T4HwVQhASoDjYB1IdTemHtEwNRUWPNTkzpn8Te9ngdKD8N4QP4c5Y6J6g8fv4rt3VG/+Rm+Pax/h4/l5kD9cP+bDz1/WHeY6dz1B7vj6uuVcU6xochXCnD4HbRAIBTN8vq1Q9ChK7MMjQ50rKsgDcxRSQcXWRylIFytXh5QzEYTSgo16C8hp9t9vR3nBDiHTQHipAAxZzoA8C0Qa1xh2V+TpzKOtxl6aTu+CXzOnQGU52H8Pm6iARgLqLAZMAm902qpbW9drFhWPdkap1eO1LpfF2mUEX9fjLrMykeAFISwwFcw6mb9QvkCBE65vuv8HL2CbB+Hx1V4btZVm23zRcL676z+Rw+23UJtr8UOqMRCrFvFzcnhNijAIqQAMWsVwQAE7olsLdn3doepVU6TOxlXkvIPDzF5NFcIr3ByA4F9EcGKjZMwRbHqGuwUVe2mT0udxctdoaZY1GXsswA0CXRnI2jAIo0dky1SV9cwJG4WAeKyUAp5RK2OE21DyphrtxpHjps2yOdwYR6XschhDQAGsJHSIAKU1gzJdxhbuHBMrwzuQcGWYZ7MScHniSguENU/FFEYnIfc9Yp1g9rHqW4GDKoNRjrNYSmvhmozvEqiEXmYhb5fq4ORog3MRmoIA/WcKurEEtEYjtcDrDOQVo6qRseTm0FwBxoebu8ebzK8TwrXT0v4hBCGgZdxyAkQCU1C8bjg5MRE6ZgTwAcEbtY48QZnd7a1h8B1GODkxGhlGFgmyifv3aQTII+rSKRebXE4eNagxFX8isRqZQjzslJjjN1nQPFCJZL0CYmFBfzK3DqphqxHr4+IYHCmoHy/nA1JlhxNN+J2dY6KgRpXeLxbcZVtn/eys7nlFU7zXIJYV0qQghloAgJWCKRCC/floInh7V12Y5JdngyB0pjsP7jLfXxEDrAnKGZ3DcJSc2UPn9tAPjykb7sbds5UYezSzDhw39w58d7UFihwfgPduPF3064tV9rFb66//S2jQkBAFwrqarzPggROl9moOIsVfXyy/kBlN5gZLclRARBIRWDGX3rrXlQ64/nIHXpNnYh7yeHtsErt6Wwn4OrAhbLtpzDrct2IPNqCQa9uQ2z1x5BcSWtG0eIN1AARUgjxwwX82ToGTOUJVQh9WgR2sYiQinHoju6oFN8GDY+NxTnXrMuXvnB3xdgMJqQq67BPZ/uxekctcOFix1hyiTXJyiNCDZXJSur0uFSQQWOXiut874IESKD0cRWvPRFBkppKVRRbRMUbT9XAKPJ/BsaHaKASCRi52TVeGEeVE5ZNWb+wK/8+cK4Tpg+OJnNdjG/P1xavTnQ+2jbRVwuqMRza4/gRmk1fj96Ey/893iD95MQQkP4CGn02ADKg6k7zFXLqFDvlxAWqkduaY1Hbmltt31/VjF7+0qRNQv0zuazyFNr8M493Z0GnUcswU591tYKsyz0u3LnJSxLPw8A2DVvBFpG+SdbR0hDW7X7MntRwhcZKGaYslbPD4pmfHsIgDmgE1t+R4NkEtTojF4JoA5e4Q8bHpMSx/6WML8ZP2dexy3tonBXrxZsuyV/ncZ3+66y9/PV1gW/j1+nJQ8I8QbKQBHSyIncmAO1YvtFfLT1Anu/qMIcQDULaboBlKdWbL+EXzKv40J+hdM2ZyxX1W9pV/e5XQctc7MqtdYTuP1ZRXXeHyFCs/+y9e85Nsz78/yYAGrf5WLsvViIKq0eO887Xqw62JKt8sYQvpul/JLpb97dnb1dxBmKx/w+M7jBE8Af5ldYoaG1owjxAgqgCGnkmJLZjhaJBIBKjR7vbD6HZennUVhhvnJZVm3+B9oXi1gGiufHdnSrnbNAVW8w4kJeOQDUqzjGzOH2c95ulNqvVUNIoOL+7jw6qLXXX49bKOeBL/Zj+upDeOSrAw7bBjEBlL7hM1AXORdfmkcEu3UBq7bgSG80oaSK5kER0tAogCKkkXO1xgkAdm0TwBxMffD3Bbzyv1MAzFXfiNkzw9uhV8uIWts5+5yP3yhDpdaA8GAZ2saE1rkfo1Pi7LYxJ156qtBFGgEmg/Lq7SmIDvX+Uga2Q2ozLvMzukz5csC6LlW1tn4BVFGFBr8duc4bCsjNXttW4Xv21nbsbTWn3Hp+uQa1KaiovQ0hxDMUQBHSyDEF35xloKq01n+MCys0eO/v8+yCscxwFWI2d3QHAED7WOcBkLO5ERmXzCdlqW2i6rU4sEgkwiCbIYBnctRYvScLnV7ZhC92X67zvgkRAqZUt68W8a5tqYYFt6Wwt5mLSrbfc53BiEmf7MHzvxxz6zUf/PIA5vx0DO9Z5jF+t+8qjnEKwjxjk2meO6YjHhpoDuTKa3Ts9uxi8zzMqBA5vpven/ecMMvyFgVuBFmEEM9QAEVIIyeuZQgfNwN1s5RfxpcCKL4h7WOw8bkhWPVwX6dtnK3fwhSfSG1b/7Wt7uzZnHf/UkElFv55GnqjCV/szqr3/gnxl2vFVdh8Kg9A/YqteMLZ6/RoEY7Ml0dBynk8SMoM4eNne49eK8Xh7FKsO3QdJjeWjGDmQ64/kYOyah1e+f0k+9ivz9yCxwYl2z0nMSIYAKCutl70YgKozgkqqIL4Sy60sCwDQQEUIQ2PAihCGjkJW0SCv3398RxsOJHDC6CyCit5bZQ0hM9O5wQVWkQGO33c2dCeIsswmoaolndv3yTsmjcCn07tbfcYLbRJhOSF/x7HzDWH3QoqrhVXYcjb29n7MqlvllBwlOl6YEBL/G/WYETZDCFkqgLW2HzPuftInr8Bb28669ZrXy+pxryfrVmrDnGh6N0ykq36x8VU4HSUgUpqprQbcp1k+Z2iAIqQhkdlzAlp5MQO5kBVafXseiPck/DlluEkDEUtQ1uaKqmLK+POMlBMYBUib5if3ZZRSofBWJzK+1XLCKlNfnkNCsu1WHvwGgBgdn57tI8Lc/mcW5ft4N333RA+a7Dyx6xBUMolaBfruK/OikjYZvg/2XEJz4/t5Nbrbzmdx95eNrmn03aqYHOGqZwzB+qaJYBq2UxpN2IgSaAZKJPJhEV/noYqSIo5ozs0ybUGSeCjsyNCGrk8tXlY3tUia3ZJp7f+Y3+9xHkFN62Byt96ytkcqErLXLOGzupN7JnIu3+lqBJ/HLvp1hV/Qrzlzo/3YPyHu9n7ZdU6F63NJbx1Nr83vgqguCXJO8SFOQ2eAG4Zc/73XONBWXNn38020SHo1iLc6fOYDJTaQQaqpU0GSioWId5yMUVoRSSyi6uweu8VfLjtIo7ROlVuyS2rwb9+PILMqyW1NyY+QQEUIY0cc7XyhV9PsNt0Rus/9rnqGrvnMNypOkf4qpwM4WO2N3Rlw8UTu9q9zrM/HsEfx2426OsQ4omcMv7vCjdr4gizcC6Xr+ZAJUeHADAXXQiqZd4nU3Di0x2XeNs9KWte14yQih3CZ5+BSmoWzMtAmQDEhCnq9XreksdZ6PfQlWIXLQnjPz8fw5/HbuLuT/f6uyvEggIoQpog7nA+28UbAaB1lBLb/j0MaV3ifdmtgDW8Ywxb8crRED6TycQGUA01hI9hO3GcseVUnsPthHibxkEw8f2+qw63M2xLhwO+y0CFKKQ4tmAMDrw0qta2py3FH0qqdLzfUU8yUBedLLbNFH1wJszyXWcyUBfyytky5i0i+UP4woNliBVoAJVfbg2uKQPlnvOWNQSJcFAARUgTxC00cNzBP2A/P3UL2tRjraKmRCYRYfW0/rirt7kynu3kcsC8rg1zsuWNtbWmDmjZ4PskpK4qNfbfga1n83Hnx3scZkY1egNOOPgdkkl8NzcmXClz67vJ7REzfA5wHDQ6c7HAcQDFLJPgDHOxpLxGD5PJhBd/s44qiFTKIBaLsPLB3pjUqzlem9gVzS1FJLIKK5FdVOVwn/7AHc7557GbuOzk8yBW+loWTCa+RwEUIY3ctn8PA2BeUJcJnPScuQY3bDJQErEI0aFy33UwwDHzNpirv8VVWrvFdLmV+bxR2XDhHV1wfOEYvH5XV3ah3drmnBDiLRVOhuudzS3Hsz8ewRWbap8nb6ihNRgRFSLHgRdHstvjw4VXEEXDKV+ezxn+7G4G6q/jOVhgWagcsA6ze+OubuiZFOHyucwcKIPRhGqdgV14t0dSBFuIYWzXBCy/ryfGd0tAq6gQDO0QA73RhE92XHSrf75gW6n01mU7/dSTwEGLpAsPVeEjpJFrHRUCuVQMrd6Iq0VV+GznJZeV2lo2U1JVpDpg5k58vy8b3+/LxqU3xrML5lZaThjkErFXhiXJLPudOqAVEsKDkH46jwIo4jflGtd/e2dy1GhtmXcEmNdQAsxzLmNVQfjfzEHQGoxoFRXiZA/+w63/wP2OMXOg2saE4FJBJTuk19acn61Zo3fu6Y4xXeJx8kYZbnFjfTilXAKJWASD0QR1tR4tIoNRWqXD7JHtnT7n3r4tsOt8AS4JKMvjrNAOcc72ohzxP8pAEdLIicUitLSMrf9g6wX8nHkdH293fjWyU7zrUsPEMdvhP39yhipVMxX4FN5fV4sZ5kMBFPGX2v72yjX8DNVZy7yiLonmCnQ9kiLQr3Uz73Sunpbe3Y29zbzPE9fLUFypBQBEKM3Ze4MbVTDbxYYiPFiGQe2i3bpoJRKJ2CzU25vO4uQN8+cWrnQ8DxIAQi2BnLPiNv7AzBO9u3cLdhsFVWZGowkL/ziF/2Ze523XUQAlOBRAEdIEtLIEUEev1V4CtVO8ytvdaRTendwDALD8XvP/k6P5V8u5V3yZOSHKWip8NQQmE+bJnAxCGpK6lgDKdrHnPEuRg6RaiigIQe+WkbitewIAYN4vx/HQl/tx+8f/4P2/LwCwDtF1lDGwjak61LIuliNMAPXrkRvstngXIwpCPAygzueVY+66o7xlLxpatdZ8/GNVCnaeW5ElAG3qdpzPx+q9V/BvzuLKlRo9tHoawic0FEAR0gQwC65eK3a+5hNjRKcYb3enUbinTwucWTwWkyxXUdO6xOOnJwYiKsR8Bfr0TTXbljl5UToZ1tOQmCGCelrDi/hJbRkonc3JYJUlIxXihfmB3hCptM4R3X2hkPcYE0DZLqwLANzaGt9PH8AGN54IU/CzTf+6tR0SI4KdtmfmZlZpXZeRZ0z7+iB+PXwDT36X6XHf3MVkoJQyCZpZfi+LKxp/AFVcqcV+B9UmuQodfA4/WRajJsJCARQhTUCb6NrnEkwd0BIrH+yD7i0ivN+hRsJ22N6ANlH45rH+AIB9l4vYK+1VXlpE1xHmiq6WJh0TP2ECqK7NVZjUqzkevaU1Pn+oD+7qZa5UabtgrrfWSPOW8GDnQ+aYZQocZaByq63PH9w+uk6vrQrmB10P1FKBk81AOaiM6AhTVOhsrvfKZjNDmoNkEjQLMRfRKKwUVql1b3j4q/247/N9SD/NX2Iip6wam0/l2i2wbLT8DXGrNsapFN7vKHELFZEgpAlIbVv7P9aD20VjbFda96m+UhJUiFTKUFKlw/HrpejTqhlbKr6lD4YoUQbK6us9WbhcUInFd3ahwig+xARQfVpGYtGd1oWe/z5jPnG0De7ZjEQDr5HmLa4CqGA2A2Ve/437d/fTZfNj9ZnfZfva3GyYI8xFmyqdwa4//pJlKakeHx7EVnx1loEyGE1sMZ5Ax8xZW7P/KlstFQBe+O8J7DxfgOfHdsT/jljnztboDRCLRLxFpht6HUFSd5SBIqQJaBsTghaRzod5kIYjFotwiyVg/eeCebjGOcvV3D6tIr3++kwAZTvPpKnRGYxY9OdpfLfvKs7k0CKUvsQEUOE2J/fO/jZ9maFtCK4yZdxhedwk1NFrpbhZZQ4EBiTXPYC6q1cL3n2F1PVpHHdOlqaWeTTlNd4vPKM3GNmiIV2bh1uH8DmYA/Xbketo++IG3PnxP3bLbQQabnbJtmDGzvMFAIC3N53DOc6CuZUaA/46nsNrqzM27d91IalXAPXmm29CJBJh9uzZ7LaamhrMnDkTUVFRCA0Nxd133428PH66Mjs7GxMmTIBSqURsbCzmzZsHvZ4/PnfHjh3o3bs3FAoF2rVrh9WrV9u9/ooVK9C6dWsEBQVhwIABOHDgQH3eDiGNlkgkwvCOruc2BQXIyUsgGNjGfIJ05FoJnv/lGDadygUAtIryRQbKfJKmN5rshoQ0JVc5C4eK6VKhT5VVm/89t82WOA+gAmsI38A2UVBIxbivbxK7zh4jiBPQcIfxfbnnKnu7fz0CqLFd49l5TQBqzShxs3q26y9x7blYiG4Lt7D3XWXZ6uNSQSU0eiNCFVK0aqZkA6jXN5zByGU78M7mswCACo0ec34yF1I4dr0MH2+74JX++Eqlk8/e6KK6XpVWbzefUKdvur/pQlPnf1YOHjyIzz77DN27d+dtnzNnDv7880/8/PPP2LlzJ27evIlJkyaxjxsMBkyYMAFarRZ79+7FN998g9WrV2PBggVsm6ysLEyYMAEjRozA0aNHMXv2bDz++OPYvHkz2+ann37C3Llz8eqrr+Lw4cPo0aMH0tLSkJ+fX9e3REijNqJjrMvHh7Wn4hENpaOlkuGFvAqsO2QtR5uSEO7115Zy1pmynWvSlFzMt17JpeGMvqEzGLFm/1WcsWQYbE/C5VImgOIfD2YR2mAfVKlsCO1iQ3FiYRrevLubXdAXy6mIxy0kkcdZdLdHLQvm1saTTJ1ELGKzVJVOCklUaw2Y+sV+3rYKjd4rF2BO3jAPZ05JUEEsFrFFdwBzcLVi+yUAQEE5f05UblkNApmGk3Wq4JTxd1V98Eh2KZut6t7C/G9HlVZPa0IJRJ0CqIqKCkydOhWrVq1CZKR1SEpZWRm+/PJLLF++HLfeeiv69OmDr7/+Gnv37sW+ffsAAFu2bMHp06fx/fffo2fPnhg3bhyWLFmCFStWQKs1/yGtXLkSycnJWLZsGTp37oxZs2bhnnvuwXvvvce+1vLlyzFjxgxMmzYNKSkpWLlyJZRKJb766qv6fB6ENFqpLhZq7JEUAXEjGWcuBO1jQwHAbthJfLjzcsMNRc4LoPw73OO7fVcx6M1tuJjv+0U8L+RZX5MKavjGxpO5eOm3k+zxbhvDL17DFjjhDCUzmUzs8ZHXMhxNSORSMUQiES/oaxYix4RuCex97olugWWOz/eP9a33awd5GGgyAZezDNR3+67YbTMYTbwT/YZyylKdtEtz80WmqFD7oghGowmlVfzAotJFEQx1jQ67zhcIOrDg/gZx53vllNkPTUxtY/63evZPR9nvUpdEFVRBUqhr9NhiGdFA/KtOs9FmzpyJCRMmYNSoUXjttdfY7ZmZmdDpdBg1ahS7rVOnTmjZsiUyMjIwcOBAZGRkoFu3boiLs06gS0tLw9NPP41Tp06hV69eyMjI4O2DacMMFdRqtcjMzMT8+fPZx8ViMUaNGoWMjAyn/dZoNNBorFc11GrzF1mn00GnE9aik0x/hNavpizQj4nMQXx0euEoHM4uRUqCKuDel5CPR6jcfGWVe3Wxe3PffMYmzhj5ao0WcrFvTiocHY9Xfj8JAHjhv8fw4+P9fdIPxtlcaxn5ao1WkH8n3uSP78eZm6Xs7ZbNgpESF8J7fea0X6PTW/vHObEUGQ0Bd5y43697+zSHjHNfozV//0wmEwotGZWYEGm93+OUfi3wbvoFDO8Q7da+lHIJSqp0KKvSQKfjX8S5WVqNNzacdfi8ovJqBDVwUvC05W+kY6z5byPcweLixRXVKCrnBxbZxZXYejoH/VtHIkgmgcFowvm8CkQoZRixfDcMRhMWTOiEhwa6rkrIcPb9+DnzBv537CY+ur9HrQU6PFFZbf23oKBCA61WC5FIhINZ9mXN35rUBUPf3QUA+M2y3lczpQwPDWyJFTsuY+2BbIzqxC8MVaHRs4smByIh/Xvubh88/rTXrl2Lw4cP4+DBg3aP5ebmQi6XIyIigrc9Li4Oubm5bBtu8MQ8zjzmqo1arUZ1dTVKSkpgMBgctjl71vEPAQAsXboUixYtstu+ZcsWKJXCXMAvPT3d310gNgL7mPC/8umbNwEAdp/xR18ahlCPh9wkAWCNWu+KK8aGDRu8/rrmUTfm47xxczpUDXcO4BbmeHD7cfp6iU/eO9exy9bP/5+9+1F4WrhXp73Jl9+Pc1fFYAa2PNyyHJs2beQ9fvmGCIAEvx2+hoHSKwCYtZHMfyfb/k5HgEyDsmHu/9kLl7BFe4G9v2lzOkJkQI0eqNGbtx3b/w/O1vM9tjABz3QWIV6Z69b3yqAxfxd27N6LG+H878HHp6zHzNb69O1oUfsKGG6r0QP7ssyfQ+6FY9iQewyX1YDtv0v/25iOM6XmvxWFxASNQYRctQbTvz2McS0MGJtkwurzYhwp4vf7821nEFV80qM+2X4/Xsww9+X51dtwV+uGy1znVAHM+9QZTPj1z40IlgJLMvjvfViCEUf2bEOIVIJKvfXfjxtZF5CgBAAJ9l4swK9/bIBlTWVsyBZj8w0xHu1gQK+owP6dE8K/51VVVbU3gocB1LVr1/Dcc88hPT0dQUHeH4rS0ObPn4+5c+ey99VqNZKSkjBmzBioVCo/9syeTqdDeno6Ro8eDZnMO5M5iWcawzGJ6lyMB786xN4fP368H3tTP0I/Ht/nHETOlRIAQLuYEDx41yCfvfa8g+nQGUwYNuJWJPhg2CBgfzwqNHpg3zYAQJVBhEEjRnttYrotk8mElw5vB2AegtSrT1+MqKWISmPjj+/H7t9OATdvYM7IdnhkeBu7x0v2Z+Ov7LOoMYjQ85YRSIwINk+SP7AdADBh/Fi20EQgeS7DXHyheVIr3Da+E+buM58E3jpqFKJC5MgqrAQO7oFCYsJtYxvmeEzwoO13Nw8g92opklN6YnyPBN5j75zZBcDx/KLufQayBXEawmPfZAIwZ1wmjx+J2DAFzuaW44NT/JFDp0UtUR1iAJCH4R3jsPm0dW57VXAcugzohCMZ/9jtP0IVhvHjb3GrL86+H8yxDGqWgPHje3j4Dp07dVMNHNvH3u99yzAkR4ewrxeikODbR/uia6J5blhit1JM/txaGO3uWwcgPFiGT89kQGcS4bMsFdbPugWncsqxOcM8f+1YdTO8NH5Ag/XZl4T07zkzOq02HgVQmZmZyM/PR+/evdltBoMBu3btwscff4zNmzdDq9WitLSUl4XKy8tDfLx5fZn4+Hi7anlMlT5uG9vKfXl5eVCpVAgODoZEIoFEInHYhtmHIwqFAgqF/XhbmUzm9wPmjJD71lQF8jEZ3MGatVXKJQH7PriEejwiOMM/xnSJ92kfZRIxdAYD1BojWvr4s2GOR2UFfxhE5jU10rr4Zp2x0iotb/6GEWJB/o34gi+/H1WWCe8RIQqHr3lPv1ZY+Jd5lMhXe7Ox6M6uMNVYr/IHK+SCWKeorrq1iIBcbv3e/3ToJp4b1R4rd10BAKhk/vm9ah8XhkNXS3GluNrutZmiM21jQjBndAfklNZg48kcHM4uRbnW2KB93X3ROlwtMTIEIpEIHRMiEB0qRyFnXtDFgircKDEP4ZsyoBVO3ixn55NeyK/AuI/2ONy/Qub5v2nc48EtL641mBr0vRtssnwFlXq0iOKsEfZEKro2txYZig3nj4rqlBjBK+pxubAKk1cdwO3dE9ltGn3D9tkfhPDvubuv79GlnpEjR+LEiRM4evQo+1/fvn0xdepU9rZMJsPWrVvZ55w7dw7Z2dlITU0FAKSmpuLEiRO8annp6elQqVRISUlh23D3wbRh9iGXy9GnTx9eG6PRiK1bt7JtCCGuhQTweOlAwM229KtH2eL6vPYzaw77rZBEaRU/gNp7sdBnr51dzB+C4e9iGk2F1lJi2VkWKVQhxccP9AIAHLdUY2OOjVwiDtjgaeNzQ/Dq7SmY3DeJt/29v8/jYn4FfrXMY1H56bywbYy5qI1tMReTyYQcS3W7rx/tj9u6J2LG0DZIsiz4faWossH6YDSaILUUKvr2sf7ssZZLxdj7wkj8PnMQnhxmzloeu1aKwgoN5FIxBraJws55w/HP/40AANwsq3FaXfTY9TK8/PuJOveRW2SjsELjoqXnNHp+EYzZPx1lKwuGyCW84AkAIkP4Y6+jQ+WICeMnAE7eUCPjsjUo9UbRD+KcRwFUWFgYunbtyvsvJCQEUVFR6Nq1K8LDwzF9+nTMnTsX27dvR2ZmJqZNm4bU1FQMHDgQADBmzBikpKTgoYcewrFjx7B582a8/PLLmDlzJpsdeuqpp3D58mU8//zzOHv2LD755BOsW7cOc+bMYfsyd+5crFq1Ct988w3OnDmDp59+GpWVlZg2bVoDfjyENF4hgTnZIGDc2zcJA5KbYdEdXXxeIv7jB3ojSCZGdnEVMq+W+PS1GddL+JPA15/IcbnmSUPKsSl5TAGUb+gtBUykEueBEDOktMiScWCOjczFc4Suc4IK0wYlQ+KgkulmTsW0YKl/5qe0s1QFvVzAD4hKqnTs4rpx4daT83aWgOvtTefYsuP1VVChgd5ogkQswi02FWHlUjF6JkVgSj9+AYg4lQJBMgmkEjGaRwQ7/TerRwtr8PH9vmyP+2YwmvDxtgvYetZ6Yf9asXvzYNyltVnEuKBcwwZQcQ6GWYcppIi1BExT+reESCSCSCTCe/f1APc6Q06p9bfOFwshE6sGH2z83nvv4bbbbsPdd9+NoUOHIj4+Hr/++iv7uEQiwV9//QWJRILU1FQ8+OCDePjhh7F48WK2TXJyMtavX4/09HT06NEDy5YtwxdffIG0tDS2zX333Yd3330XCxYsQM+ePXH06FFs2rTJrrAEIYSPKRU8tEPTmhPia/2Tm+GnJ1PxyC2tfV4ivk+rSPRtZc563f/5Prz0W92vytbVgaxiAMCE7uY5F4UVWp+VE3d0skK8j1lvS+5iHlNUiPmkkLnCz2QTZAFUwtwT32VYF9CV++ktNo8IBmBfMvumZVhcdKgCCqk1OGkfF8revu0j+7lGdcFcUIlXBfHWquP1MzKY7SvAz+KLRCIkx9hXtJiX1hFfT+NX+LxZal8a3NaFvArszRNBqzfi24wreHfLefzn52Ps4yVVOrz212mXpdFLq7RuB5jMb1I0p2w7c3ErXmUfQIlEIvxv1iBs/fcwLJ3Ujd1+V68WOLN4LPq3Nv++53LWFyup0kHthSDKZDLhQl65oMvE+0O9x/Ds2LGDdz8oKAgrVqzAihUrnD6nVatWtVaOGT58OI4cOeKyzaxZszBr1iy3+0oIATY8OxgbTuRi+uBkf3eFeFFihPUf5TX7s/H6Xd1ctG54+y3leYe1j8H64zkA+AuLepNtxumrPVl4clhbn7x2U8Z87q4yUHGqIEjFIlRpDbhWXMXJQDXOAIp7guugYrdPMBkOdY0e1VoDu/jv9/vMwZ1toRkmY1Ufey8VYtPJXAzrEIMRHWPZOUzcAMmWTCLGqof7YvyHuwEA5TX8IWnJ0aE4eYM/wX/miHZ2+7nlzW04sXAMwoLsx0xq9UY8+vUB7L1UBECCgrXHUFbjeOjbF/9k4fYeiU4XPh61fCcKK7T4+alU9GvtfJh2dlEV/rEMYe6SqMLN0mpcyK/AgSvmi0xxDgIoAEgId/xZBckk7G9pWTU/YNp0Mhf32gwlra+v91zB4r9O44mhbTB/XCeYTKB1I9EAARQhJLC0iw3DsyPD/N0N4mWjOsdh3aHrfnntsmodTueYT3S4CzjrfXQF0zaAcjZngjQs5vhKxc6DoWC5BF2ah+PYtVIcvVaKP4/dBNC4soSfPdQHn2y/iGPX+dkJf42aDlNIESyToFpnQK66BsnRIajQ6LH24DUAQISSH2i0iqp/7fLlW87j0NUSfJtxFSFyCZt95l7YcSQl0VoRudJmTk+ii4qiz41sjw+2XmDvZxdXoUtiuF27c7nlluDJbNu5Apf9sQ1QuJjCF5tP5roMoIa+s529nRgRBK3eiAv5FThtWVTYWQDlyiEnQ7OLK7UOt9fH4r9OAwA+33UZRqMJPx7IxkcP9MLGE7n4163t0TJKmMsAeVvjvORDCCFN3OiUOIy1VL1zNDfDmw5nl8BkApKjQ3hXt301B4oZLjOkvXmxyeJKLc0P8AG9m/OZOlgyHD8eyMaW03ku2waitC7x+L+xney2KyX+CeRFIhHiLd/DPEtGjBsY2A65bIhs4A3OMLpKrYG9iNE80nkGisHM/Rmdwp+ScXuPREfNAQBzRndA1tLx7BC5So3BYbvCSs8C9Sqt4/1wVdq0KazQ4HxeOca+v4u9QMBoEalEs1BzgQhmofV4lX116Npwl2UIkUvwwADz/LE3N55tsHlrAL+wBmDOylVqDXhs9SH8nHkdM7495OSZjR8FUIQQ0giJRCK8YRk7bzCa2PHrOoMR28/l80r2NrQSy4lBUjMlL3jz1Rh6reVkLVIpZ+dR3Cx1vNYNaTjMSbKzOS4MZogYNxPQwo0T60DiqDDAkHj/ZULjLCfpTACl5gRQQbKGT42JnVRUTHQxhI+xelp/zB7VHq/e3oW3vWvzcNzaKZa9v/LB3rzHzYEiE0A5HpbHFC8Z0i4KU9o6/w1sZqmCV62rvbLdjwey2Qs0X+y+jH6v/40x7+3C2dxy/OtH/lSUu3o1R1wY/2+DqXroiQ+n9GJvq4JlGN/Vur4XM/+0IeSXu/7dPJdXXu/XMBpN7N9lIKEAihBCGqkgmfUnnimjO+PbQ5j29UHMXnsU2UUNW2mKYS1Nba4cxcRQvgqguPNq2lomnh+7XuqT127KmCp8sloynkxZbUbziGD8+rR7C6AGCtthWWcWjkKIH5e3YfrDVH7jBlCD2kU3+OtVaR0HHi3dCBZSElWYPaqDw8CO+5s2tmuC3eNKuXlmSqWT12eKl0SFyBHBqRSeHM0ftti3VSQA9zJQANBt4RZczC/Ha+vPwNlUz1CFFIkRweiRxB9a6M5nYos7v6uoUovB7aNxb98WABq2nDl3fS5nDl0pxpkc9xafdeSLfy5j3Ed7cawosOZVUQBFCCGNFLeyVlZhJSo0euywjPnfdCqXNzbfHcWVWkz6ZA+e/fGIy2CIGULHDAVislAGHxWRYF5fLhVjsOXkcPcF361D1VTp3cxAdW/BP4Ec2iEGsXWYByJkoZx19mLDFLV+Jt7GVHpbd8g874k7hO++frUXHbhUUIGZaw4jq9D12lC5ZTUwGk1s4DGiYwxeHN8J89I64u7eLXBL2/oFa0zxI24miov53J1loJi5dtFhCrRTmdAzKRxT+rfEptlD0CneOjdYaZmwVq01wGg04es9WfhhfzZW7ryE/2Y6nls6/RvXw9miLEP3+nPWBVTKJXYXFDzF/N4xi7c3bABV+5DHe1ZmYNwHu9khvJ7YcS4fb286h/IaPSoCbBkrKiJBCCGNFHf43NQv9rMnuHW17tA1HM4uxeHsUjw4sBXvRICLGULHlMw3D+cx1SkDdS63HP/++Shmj+yAUSnuLVPBzYAN6RCDD7ddxD8XCmA0mqh6lBeYTCZsPZPPLmDsqgofAMSqgpAcHcKejIf6qzydj7gzbM3bmLlBVy1Z53xLIDGqc6zDOZI/zhiIKav2AQBqdAbMXXcMx66VYse5fJxaPNbha3yXcQWv/O8UXp7QmV1favm9Pe0Wha2PPq2aYf+LIxHlZJ8hbADlOHPEBFAxoXJIy4CfnxgAmcyczVn1cF9MXLEHD6W2YtsdvVaK9DN5WPTnad5+JvZqbrfvq7Vk9AcmmwvqcKvrVWkNdf5NkopFvMI8TPBYXqPHgaxiJEYEoUVk3Qs81OgMeHvTWbvtf/1rMJ798Qgu2wTTlwoq0THedYGq7KIqXC+tYgPpj7ZdhN5owi1tmuGW2HyXzxUaykARQkgTUFqlc3hl0pOrhsc5w+COXnO+QK9tBkrKZKDqEEC99NsJnLyhxuMeTFbWcobw9UyKQKhCipIqHfZeKsK53PqP2Sd8m0/l4vFvD7EnczIXVfgYAzjBd4iicV7LZdbqeXyI/5eMYNZj0xtN0BuM7FpJzoK7gW2asVmYVbsu49i1UgD2BRMYGr0Br/zvFADgtfVn2O3BXig9GOdiLSlmsV1nGSgmo8Jdj4mR1EyJQy+PwuxRHTChewJEIuCv4zn4Yvdlu7aPfn2AHZr83Mj2bvX7pds6u9XOXWseH4BWUUp8/Wg/ANYA6scD2bj3s4x6r+G1/ngOLhXYZxzbx4Xi77nD7LbvOu+6oiFgrkj4wKr9bKGLIsvxeHJoMpxMmxMsCqAIIaQJq/KgmERhuXU8/FHLCZUjtmv7MFdY1x685tY/sly2a8G4Q6e3ZsBkEjH6tTbPZ3jwy/1Ie38XWz6YNAzbSnoyae1nQtyyz53iVS5aBq7PHuqDH2cMxIRu9nN1fI2pbAeY14M6a7mQ4KxkuUgkYufmLEs/z3vM5GAo7g5OOXBuFUZXiyp7AxOMVziZA8UO4Qt1nMESWc7ib2kbjTGWjLejAjS7LxSCuR7UIa72ZUEW3dEFKgfrUtXHgDZR2DlvBEZYhjO2juZnm0qrdLiYX1Hn/TMZZVsKqQRisQifTuUX8dhwMsfl/rhB7b7L5gIyJVXmoaQxYZ5XIvQ3CqAIIaQRW3BbisvH1x28hm8zrri1L6ZIAAAcyS512o4JoBRS/hyoT3dcwsNfHXDrtRhhQZ5nJ7QGc1DIBHCdE/gn6Hsu0nwoRrXWgNlrj7CLHdeJzfm01I0hSUM6RCNUIUXHuDCM6ux4PkugiwyRI7VtFHtS7k9SiZj9LhVXanDQUqmNubjgyMA2UQ63q20uahiNJjz5XSZ7n63GKBb5fMgsk4GqcjaEr4IZwlf7CXtrS2EJbkl2R2obtgaY5/l5m6P5ZaOW78TfdVwqgBt8fTilFzrFh+GnJway23q15P/tHMkuxeUC5wHb57usmbwanQEGowlqS/XCSKUfK6zUEQVQhBDSiDVzMFfg1dtTEGypcPXa+jNY8L9TbpWR5Q7By3ex8OkvlknWzJVo2xPqnw9dw7B3tuOCGyVwuZW4iio0WLH9Yq3VA6u15gCOGT50Z0/+fIXwAPzH2lt+PJCN34/exMwfDrtsV1alw27LPDJb3DlPvVpGuLUQa2xYELb/Zzh+eTrV7wUWmgomA7LvcjHKNXqEKqRISXCe/RvW0fFJP3exVpPJxC60aouZA+lLIS6KSGQVVqK0SgeJ2LoulivRIfwga3KfFvhxxkC7di0ig7HoDmvJ9Z5JEeD+5MklYrS2WWyWqZjnbB5pXQTJJBjYxn5/ey8VoahCwwYr7jh5owzrT5gvqjw4sCXu6JGITbOHYgAnqI5zsH7VfZ/vc7lPxrtbzuP0TTVbsZBZbiKQ0K8WIYQ0YrbBwvb/DMe0QckIsZm4z8xbcoU7YdlgNDkcynM+rxw5llLJzAmUbSnceb8cx9WiKsz75bgbr2nt18wfDuOdzefw8Ff7XT6HWbuFCRI7xodh9/Mj2Mc1brzXpsJZuWlbD365Hw99eQDf7bvqYB/mq/0vjOuE354Z5PZCrDFhCl45ZuJdzByZHefMk/X7tIp0GbwyRQ8YzDArbgB14kYZVu+94vD5/giglArnZcw3WAKCW9pGuZXZVgXz29zVqzlS29pn5WQSMR65pTVGp8ShR1IEfn4qFScXpWFK/5ZoFiLH+/f3tMtCvnp7F7x9T3esfLCP2+/NHV880g9b5gzF0kndMKqzeQjiV3uy0O/1vzHhw90Of7Md4VYt5VZz5RKJRHafY4GLC2tnbeafvrvlHAAgTCFtkMWbfS3wekwIIcRtEZwre/99OpVd70RqM9HfnQIPtm30NvdrDECu2voPaG1BWWlV7WuMcCtb7btsHnZ0xUkGqlKjx+jlO7HhRC4A/gT2pGZK3NPHsk5KHeZVNVZM6WPA9fE6Ybl6/OOBbLvHmOIkjrKdRDiYiyZ/nzEHUN2ah7tqblcAItGStSnhBFCXbYoMcE+o/XFSzFR0dFSF7y/LMNXburs3J802uGeyRW9aFigHzBdpmCHKqx7ui9+fuQUyiRhKuRRLJ3XD4VdGY7yDOXAhCinu7ZvU4N+ZUIUUHeLCMKV/S4ztGs9uN5qAa8XVuFnm3oK13EPnqEoj496+/BL4PZIiHLbLL6+xGwp58Ir59zzCnwuk1QMFUIQQ0ogxC0sC/Anjr03sylv3xDYYcsQugOKURdfqjXj9iATTv7UOBZPUUo2tRuc6wKrS6tlsljt2nS/ABc64/WCbhTitZX7dH8riSyaTCXsuFrq19kpD4Z7w5pS5nusBmK8iZ1wq4m1jhkuFNtJqeo2FbbXDvi7mPzFescyhfHZke7YceTHnwkeuZehv+9hQ7Js/EkPaW+fh+LqABACEWH7vbCuOllRq2cVex6TE2z3PEdtkDZOtu69fEp4e3hbPjWyPzbOH8toIYb4bw9EQu/2Xixy0tMf9qXdVyOc/Yzpi9qj2mDWiHQAgWOb4mF/KNwfaLZsp0SIy2PIa5heJVAbmhRcKoAghpBFrFaVEbJgCydEhvLVTRqXEYdPsoWw1qrploKwBUEGFBmod/+Thgf4tXe5Po3deAdBoNOHWd3fW2idGblkNW76cobS5gs5cUa8tcPOXzadyMfWL/bj13R0+e03uMa1tkVTGR9su8O5XWK72N9Zy5I2F7Ynw0Pa1FzZ4bFBrbHh2CGaOaItmlhNdbgbqQp75gsW4rvGIDw/izVlU+HEOlO3Q1CJLn8OCpG6vS9U21nrBiRsXiUQi/N/YTpgzugNaRtV9nSVvu6VtNF4azy+dPnfdMVwtqv17folzIcrVBadguQSzR3VAT0vmqdpJmXtmWHWEUoZ/3WoOtpjf4YgADaDo144QQhqxIJkE2/8zHDKJ2OHVUWZ4hs6N9aBss1TcDJTtY53iw2o9uXAVyOSXa9ir27ZkNgu15qtrMHDpVrt2tgFfkGUsf7UHpdt9iSkHblvlzJu4xzCrsBLDO/IfP3SlGCu2X+RtY0oPM5gTrLpUTCS+w53/clv3BLcq5IlEIqQkmgtN2GagdAYjtp01/832sZSl52Z9/TGEz9lCukz2yZOgjltePxCzqxKxCDOGtsEjt7TG3kuFePTrgwCAnw5ew/NjOzl9nsFowraz1kVt3VlKgrlY5ey3lfmtD5JKeEE2EJgV+ADKQBFCSKMXopA6ndDNzIWqSwZKx8lAaWz+4XTn5MlVBoob0D09vC3vsSCbSc3cf+y5utrM8QiWix321R/Ka3Qoq9JhxreHsPAP8wKkdVlouL64x/DLf7JwiVOG+HJBBe5ZmYHt5/hrd9medjMZiWYBeiW5qZg7piO6NQ/H2icG4qMpvTx+PjNfhzneOaU1KKnSQS4VY5CluAL35NgvVfgsJ/I3Sqt5673968cjAOwL2rgrLAADKIZcKsYwThn1CCcBi0ZvgNFowtFrpWzGDnA9B4oRxJSPd5aBsmwPkkvs5t8G6hC+wP2LIIQQUm9MCWp35kBxh+wB/BN+28p2tlkiR1y9JDMcLzxYhgSbksM1NoHXTZvJyYPaReGtu7sjMSKYt505ufN3BqpGZ0CfJX/zhhxO6d/SrWPQ0LgZqOsl1Rj/wW6cXjwWErEIr68/4/A53H7X6AyotJwcuTs0ivjHsA4xvBNpTzEnuusOXcfEns3ZAClOpWDnB/EzUL6fD8T9Gxz/4W5smj2EVzXQU/8e3QHL0s/j7Xt6NET3/EYkEuHh1Fb4NuOqwyI6p2+qMfGTPbi7d3NeBb52saF4aUJnu/a22AyU0yF85u3BMjFKbIoHOVvUWOgoA0UIIU0Yc3XRvQwU/77eYMLh7BLMXnsEr284x3usvlefmQyUTCJCtM2ilzqDiZehsh3yFhsWhBaR9sMHmcxVjZ8DqDM5arv5WvuzimAw+CEDZdMPjd6IGyXmgNTZWl/can2lluF8ErEIKhrC16g141RLe+CL/WyBl7gw6wWOIE4RgSg3FqttaNGhCiyZ2JW9P/b93dhvqd4JmAMiT/xrZHucWDgGgznFMQIVsw6YoyHCy9PPQ6s34scD13Dd8v2/o0ci/p47DG1jQmvdt1Jm/u47H8LHBFAS9LZZgNdRafhAQAEUIYQ0Ycwit3o35kAZbDJQ+eUaTPpkL34/ehOZ2aW8x+o7/0GnN7H7iXCwyCL3H2rbCeO2Y+zZ7bWM0/cVR5UFT94og8HNNVoaErPoMde/fz6Ksird/7d353FRlfsfwD8zw74qKCKIoiIKKrhimCHmjph2texmuVSWlve6VN682aJttult8ZfV1axr3m6b2c19SW+WWxS54IYLqKjgguwMzDy/P4Y5zAoDDMxh5vN+vXrlnDkcnjNfzsx8z/M838esiqGeYQKlv7vf0sdDVhXIyP5Mh1qduKIbIhcVUv0F2/Da01dba2oP3tbB6HFa1k3p3zOSOtX5eM6yVpl+XauCUvOiEJYqcJr2FNXEq2p4dGmFxuJaU/oEystdhdiwAKOCRr0iaq8GKUdMoIiIXJi+1LhtQ/iM9zEdOmfIsITxsykxiG5j+S6m1srvVUs9UEr4WejZKDMYKmI6YdxS+V4A8HLTf8jrjn3uWrHNC8nak6WqVsdyCpp8DpQQwmxxSwA4dP4m3v/xNG5Z+KIFGPda6b9kBTXTtVzIduEmCdHRS7oEqrvBXEN9wQmFAri9szx6bX7N0vVAbZuXZPXmiiuo7oGqQKlagyfW/YbR7/yEn07n4ZjBfDG92qqoGtIvlyGE5YXK9cN89a//u1Vz8CYPaG/THCs5Yn87EZEL089TqE8RiYIaytsa9kDNSOqEGUmdEPnMRrP9itWVFu/wVhoM4YtpG4CoED8EervjxOUCFKs1RpOVTdd86WRlyElrf11ilZNfisMX83HX+z/jtk5B+OLRRKvn0RiKLCzyeSynQCoJ3VSuFlhfb+rU1SLkVN2V7tjK16jEubUeKHJupsNiD1/MBwB0D6uuVjewcysc/PtQuKmUsllYuaxCCz9PN0TZMBTNmQVU9eQXlFbigz1nsLFqYeG5X6Sb7fv97NtrXWjZkGFvdfaNEvh6uiHcYA7qtarhwPr34NujWuGnBUPM5rc2J+yBIiJyYfq7f/XpgXp2/VGr+7pbmAM1KEp3R/pPfcKlHiprJbsrNNVD+NxVSmydm4SvHkuEt4f5WHvTRK5TK19YEt3GH0oFkFdYjqe/OgwA2H/2htWJz42luNzyOZvOi2ps+aXVQ3S83JVG80PUlVqpfPHb9xpPoC+32AMljy/L1LgMq/fpy9nHGJT7BoCQAC+H/z2YltSPaxdoU9l2Z6bvgTp4/gbe3Vm9ltt1C0U24tq1qNOQXJVSIc17HbH8f7h96S48v+Go9F6nn0/Z2mBeXESQj1R8pDlqvi0nIqIGq8scKGvD7SyJb2d+9/K9P/fGmxPj8NK4HjWOxweqh4npP5RVSgWUSoVUitwwgbplsi5RRysJlK+nG8b1CgcAnLxaPXTttc2Wq801FtMeM1NuTfRFz/B1K6vQYsrASOnx+arFNgO83NAjzDiWFRqtNM9B6oFiAuUS2gSY9xh4e8hvWNzev92JMT3bSo/1C726Mv17rjUP3NYe9/WPwDv39arX8U0XLv9sXxZe33ICgEECZWV4dXPEBIqIyIW52TAH6stDF/Dm1hM2l9nuEuKHBxM7mG1v6euBe/pFwNfTrXo8vpUEynAOlCH3qvamna+eGJ5vcgzfGtZsWTCqq9m2z/ZlScNZmoJhAjV5QHuzLywaISxOxLY3w96/0AAvBHq74/37dT0MUoW1AC94uCnx5sQ4PFY1AV8I4MXvj2H4sj24cEM3zI9rQLkGR5Qmrw/Dv2UAaPryLPJTWzW9YF9PLJ0QJ91kqqu+7c2LQWw+egUAkFeoez8J8WcCRURETsCthjlQQghsOXoFC745jBU/nrHpeA8OiMDXswbC063mu9L+VePxb5VWYOG3hxH5zEY8+tmvUi+XYRlzQ2er5uK8suk4jl66Ba1WIN+gWlRta4q0DfS2eDf68wNZNZ+YHemHtYyIbYMX7+qO1LgwzLijI16f0BOALkFpioIShkUiVk/rDwBmcQusitM9/SLwt1HdpKFZn+7LwuncInzzm66Kn7XFOcm5NLS6ZlNSKBTScN5R3UMd3BrH8/V0w7xh1su4m/Yg1ZWlCofF5ZWo1GilYYIh/s13zpOp5nMlEBGR3ennQJmuBwQAH/7vLGauTTPbXtNinEnRraQv3TXRrxm051Qe/n3wAgBgW8ZVXC4oM2pPTV/YUt/bi1O5hUYL8oZbWP/J1PJJvaR/64cI5pdYL4hhb/oEaki3ELirlFApFXh2TCxS48KkfUqaoNS6vvcvNa6tVD3NdP0uwwqISqUC0w2G+RkyXauLnJPp34dnA9d7a2zfPj4QG/86CPEcwgcAmDOsC1Y+0Ed63NqgR8inhp57W/TtYN4D5eOhws2SCug71B09N86e5P2XT0REjUr/Bci09OzRS7fw1taTZvu3a+mNNyfGWT1eqIU5EpboK0J9fiDbaPuZXF0lOsN1oGry1tZTRo8nD6i99G7HVr545e4eeP/+3vh4Sj+b2mtP+iF8pkMNvd1V0uu3+2Reo7dD3wNlmPCafiH2M2nj7DujkBAZZHYsZ/piRNaZXo///csgB7XENi18PNA9zPZqcq5gZPdQvHNfL+x8crDRXFU/z4b1QFl6r45pGyAt2+Dv6dZsS5ZbwgSKiMiF6dflKDPo8Th66RZS39trcc5TVIgfQgK88PeUbhaPZ20NJlPWKt/tPH4VgOEcqJo/cHdU7a9QAF/PTMS9/SJs+v2TB3RAalyYtDZUWWX9enw0WoFF3x3BV79esPln9OtWmX5hUSoVGNdL1wu1+0RuvdpTF/rqhQE1JFCm1cwUCgWm3x5pdiwmUK7B8Hr826huiG7j78DWUH0oFAqM6xWOzq39EN+uhbTdnksR3NFFV3H1VmmFVM3T9L2kuWMCRUTkwrzczBOovZnXrO7fIUg3RM6w98RwDZAWNgzfA4DeVobUHLl0C4DhOlDGH1PWErRuoQHoZ6FnpDb6BPJsXjGEELhVWoHPD2ThpoXSvpYcOn8Da/dn4+mvD1scBgnoSoK/sjEDY9/bizN5RdIQPl8P8y8Ug7vqhkfuOZVXp6qH9WG5B8o4qQuwsEbX7V3MF0gNrmXuGTkHfdEZoPpLMjVfcQbvw/a4CfLNrEQ8mxKDvw7tAsA0gXKueZJMoIiIXJi+BHFZRfWXf20NFeAeG9wZANDCu/rD1rCkuK1rh8xM7oyx8dVzfvSLLuqLROjXgfIwSaC+fCwRfx3aBTvmJxltr2/pby+D5O/zA9mY88XveHb9USz89kiNP1dWocGybSdxOrd68dszeeYL4Wq1Avd+uA8f/3QORy7dwtTVB60O4QOAfh2C4OWuxPVitVRKvLEUWEigIlv5SPPTACDUwkKXAV7u0ppeeuyBcg3Bfh7oEOyDbqH+iG0bUPsPkKwZDuGzdLOkrvp2CMKMpE7SjbSs6yV4YNUBAM7XA+VcZ0NERHXi6a5LUC7cLAEAfJN2EW9sMZ/7BAC7nhyMsKpEZ0T3NhjVPRR9OrTAq5t0a334utneY+KuUuK9P/fGf//IAVBdASq/pAJF5ZVWy5h3CPbF/OHmlaT0PVd15eVeffyvfr2APy7qjrPl2JUaf27t/iy8uyvTaNvlW2XoZrKo6P5z15F+IV96fPFmKXyrztV0fhGgm6TfJsALWddLcK1IjU7W63U0WEGpLpEz/OLk4+GGhwd1wvIdurllbS0kUIB5wlRb1UVyDu4qJbbPGwy3qnXZqHlr4eOBJ4Z0Rl5hOToE116Apy7HNeVsa8WxB4qIyIXph99tSM/BlqNX8ORXf1jcr32QDzoZrCPirlJi5YN98WhSZ+ku5vDw2hfjNaVPYJK7tpa+lD/5ZXp1FT4361/SPpjcx+pztlIa9Jgdv1y9uK6+R8yaizdLzbZdqVo7ydAfF8wTu+Kq+V/W1qsKrnodbhSX19iGhsqtWpvFtGpiz3bVSWCwlep6hoknuRYPNyWTJyfy9MhueGNivM2jB2zR2t8Tw2JCjLYFM4EiIiJnYVjMYXvGVaPhW4YM5zmZ+nhqP7x3XzwGt637nJ3Nc5Lw9MiumDMsGs+nxgIAth67KvWO1FSFT196G0C9q+m1a+mNpKqy7GqDOUy13Y31svB6WEqgjuVY7xmz1AMFAEG+uqTluo3zsOojt7AM56/reh0DvI3bYdgjZa0kfWhgdYI5oU+7RmghETVnL4/vafTY2eZJMoEiInJh/Q0KL/h4qIySEkM19TiE+HthVPc2qM9N6Y6tfPHEkCj4ebphfO9wKYE7d003n6imBMpwDZPkrvUb66ZQKPDZQwlmpdlrW9fI0rkaJlC/ZF7D9oyrVucxKRXWX1P9ndrrRY2XQO3IqK7y1yHI1+g5fxsSqNs6Vv/dxLVjmWgiMmb4/gwAwb7OtVYcEygiIhc2NCYE9/bT9SAUlFUYFYe432BNpdrWY7KXtlU9Gz9WrYNUUxlzHw837HxyMHY/ldzg9rUy+bD//o8cvPRDBoSVghqWKu4ZLgJ8/z8PYMZnvyIn37xXCtAN37M2ZCbITz+Er3F7oAAgpWcoAn2MkyTD19zaxPLe7asXzWzMnjIiap5USoXRjS32QBERkdNQKBRS+e9bpRVGicFf7+wi/bup5jyY9srUlhh1bu2HyFa+Ne5ji9YWepxW7T2H76uKXJgyrDyod7WqB+qSwfwoa0mQteF7QHUP1Jpfzlvdp6H0Cye3sbDwcWSwLwZ2Dsao7qFWe8m8PVRSgYnbOtW9fDwROb8RsaHSv2vr1W9uWIWPiMjF6b/MF5dXwrtqbaK37ok3GoKhsuME45roS3zrVWoady0kvfZW5jxl5BRgXK9ws+2GZd/1Lt/SJU7ZN0pq/X3WCkgAuqQQ0A3zE0LYdXK3XnlV+y1Vz1MqFVg347Zaj/HDXwYhM7cICR2ZQBGROcPS5c621EGdeqA++OADxMXFISAgAAEBAUhMTMTmzZul55OTk6FQKIz+mzlzptExsrOzMWbMGPj4+CAkJARPP/00KiuNPzB3796NPn36wNPTE1FRUVizZo1ZW1asWIHIyEh4eXlhwIABOHjwYF1OhYiIqujXWlJrBCoq9eXDFVAZ9DqpmqgHKr+kwuhxZSMvJqsX4OWO7hbmf12zMg/JsPiGXkFZJYQQDU6g+lclJFpR3VNkL5m5hbh96S6s+eUcAMDTrf4DUYL9PDGgU3CjJHhE1Pz5elbfoHHpIXzt2rXD0qVLkZaWhl9//RV33nknxo0bh2PHjkn7zJgxA5cvX5b+e+ONN6TnNBoNxowZA7VajV9++QWffvop1qxZg+eff17a59y5cxgzZgyGDBmC9PR0zJ07F4888gi2bt0q7fOf//wH8+fPxwsvvIDffvsN8fHxGDlyJHJzqyfFEhGRbTyqvkSrK7Wo1Fpef6mphvDdLKlOWDq39sXdvc17fxrLJ9P744khnY22XbdSStywnYbKK7U2JVB+ntarGvoYVPgrNumRa6i/rz+KS/ml0OelnixHTkSNxHAEQZCFtaGaszq9c44dOxYpKSno0qULoqOj8corr8DPzw/79++X9vHx8UFoaKj0X0BA9R29bdu2ISMjA2vXrkWvXr0wevRovPTSS1ixYgXUat2H0cqVK9GxY0e8/fbbiImJwezZszFx4kQsX75cOs6yZcswY8YMTJ8+HbGxsVi5ciV8fHywevXqhr4eREQuR58sqSs1UFd94JkmUDXUcrArww6nnU8mo2uof9P8YuiqCca0Ne6FslYJ71qR5cSqVK1B9nXzBOrdP/dG/8jqwgs1zYFSKhXSwsLF5eY9XQ1hOieLC+ASUWNp17J6aLRbExUiair1ngOl0Wjw1Vdfobi4GImJidL2zz//HGvXrkVoaCjGjh2L5557Dj4+uhdw37596NmzJ9q0aSPtP3LkSMyaNQvHjh1D7969sW/fPgwbNszod40cORJz584FAKjVaqSlpWHhwoXS80qlEsOGDcO+fftqbHN5eTnKy6s/9AoKCgAAFRUVqKiosPZjDqFvj9za5coYE3lhPOxHBV2vk7pSi4pK3Rd2hdAYvbYK1Pxa2ysew2NCsP14LobHhDgktgphPGTuWlG5xXZYS6AKS8stli7v084ff4QH4ND5mwAAH3dljefn46FCiVqDWyVlqAiwXAmvJtbiUaY27tFyUwheQ02A71fywng0jS6tvfHWhB4Ia+HdJJ8f9mBrG+qcQB05cgSJiYkoKyuDn58f1q9fj9hY3eKH999/Pzp06ICwsDAcPnwYf/vb33Dy5El8++23AIArV64YJU8ApMdXrlypcZ+CggKUlpbi5s2b0Gg0Fvc5ceJEjW1/7bXXsHjxYrPt27Ztk5I8udm+fbujm0AmGBN5YTwa7kIRALghJ1/fc6LAb2m/ojhTQP8xkZd7FZs2bar1WA2Nx51+QKvOCsT75WDTJssV8BrTH9cVAKp7ZfIKSrFx4yYYTvPRCOBmsQq6tNLYlh27cC7P/Lk9P+6CtqD62NcuX8KmTResN6RCd4xtu3/CWctLc9nENB63TNp9/NhRbLp2pP6/gOqE71fywng0PncAeTnApoza95VDPEpKah+CDdQjgeratSvS09Nx69YtfP3115g6dSr27NmD2NhYPProo9J+PXv2RNu2bTF06FCcOXMGnTt3ruGoTWPhwoWYP3++9LigoAAREREYMWKE0VBDOaioqMD27dsxfPhwuLvX/e4j2R9jIi+Mh/2cvlqEt478Ao2o/mJ9e+IAJEQGYc6+bQCAsLahSEnpZfUY9ozHxAb9dMMUp10CTlXP660UCiQNHWFUTepaUTnE/j1QKADTZaICO8WjPP0YFAqgfUsfZFXNh0oZNQI5+aX45JRupERsdGekjOgCa7678Rt+PHkN/u27I2VgB7PnL94sxaNrf8OU2zrgvv7tzJ63FI+i8kqI3/4HoLoXKqZ7D6QkRNT+wlCD8P1KXhgPeZFTPPSj02pT5wTKw8MDUVFRAIC+ffvi0KFDeOedd/Dhhx+a7TtgwAAAQGZmJjp37ozQ0FCzanlXr14FAISGhkr/128z3CcgIADe3t5QqVRQqVQW99EfwxpPT094eprXoXd3d3d4wKyRc9tcFWMiL4xHw3l7mU/u9fXyNHpd3dxUNr3OzT0eRQbV9fTD6ArVWgT5V59TfpmuXHlLHw/MHx6NtfuzcPZaMdSVWqzYratuN6RrCLqF+uP/dp/RHcvLA60CqhNUf++aX6cBnVrhx5PXkJadj0cHR5k9//fv0nA6txjPfZ+BBwd2tHocfTzO5BVh9D9+gtpkAeC7+0Y063g1N839+nA2jIe8yCEetv7+Bs/o0mq1RvOKDKWnpwMA2rZtCwBITEzEkSNHjKrlbd++HQEBAdIwwMTEROzcudPoONu3b5fmWXl4eKBv375G+2i1WuzcudNoLhYREdnGw6SUdUrPUMS0NS7e0FTrQDnaqO66z6v4iBZS2V3TUub6whKt/DzwwG0dsGVuEjoE6YaB6yvwTejTDnf1CpN+xl2pRKB39Qezac+VKX3BiUPnb0JY2PnAueu1nsvJfAU+/N85CCGwYlemUfL0yfT+OL90DAK8+OWRiKiu6tQDtXDhQowePRrt27dHYWEh1q1bh927d2Pr1q04c+YM1q1bh5SUFAQHB+Pw4cOYN28ekpKSEBcXBwAYMWIEYmNj8eCDD+KNN97AlStXsGjRIjzxxBNSz9DMmTPx/vvvY8GCBXjooYewa9cufPnll9i4caPUjvnz52Pq1Kno168fEhIS8I9//APFxcWYPn26HV8aIiLX4GFQHen51Fg8NMi8R8NVFkttH+yD354bjgAvN0xcuQ8XbpTiuknBCH1p82Df6hENpkloh2AfdAsNwMdT+sHLXQmlUgEvpQqt/DxwrUiNWAtrThnqGd4CSoWual5eYTlCAryk5yo0WqNqhRvSLyEy2BfxES2MjvF/x1XA8dOIDg0wSp46tvLFkK4hNr0eRERkrk4JVG5uLqZMmYLLly8jMDAQcXFx2Lp1K4YPH44LFy5gx44dUjITERGBCRMmYNGiRdLPq1Qq/PDDD5g1axYSExPh6+uLqVOnYsmSJdI+HTt2xMaNGzFv3jy88847aNeuHf75z39i5MiR0j6TJk1CXl4enn/+eVy5cgW9evXCli1bzApLEBFR7bwM1gIyXe7px6eScfDcdUzs6zrzZIJ8dT1Prap6oK6blP7OK9QlUK38qxMowxK9fdq3QI/wQADA8Fjjz6X//mUQLtwoNSppbomHmxKt/DyRW1iOqwXGCdS5a8ZV/uZ8kQ4AuK1TECo0Ah9P6Qd/j+pAZt8oMSpfbtq7SEREdVOnBGrVqlVWn4uIiMCePXtqPUaHDh1qreSUnJyM33//vcZ9Zs+ejdmzZ9f6+4iIqGb+BsO4itXG6w51bOWLjq18m7pJsqDvYbp0s9Rouz6hCvatnjtWalAefN2M26wes22gN9oGetv0+9sEeCG3sByX8kvRs12gtL1EbXltqP1nbwAA3tx6AkvGxkjb80sqkH4hX3psuDYLERHVnXOtakVERPXy1IhodGrti3v6mVd0c1WhgbpenxW7M5FlsLbTtaoeqNYGPVC3SqvXDvFyt8/itD3CdcP89p81nu9UXlHz4ro3i43XMXn/x0wp6erTvgVm3NHJLu0jInJV9V5Il4iInMfsO7tg9p3Wy2q7ogdu64B1B7ORV1iOb9IuIjTQGz+fuYaLVT1Shj1QBaWV1g5Tb93DAgFcwKV84x4w00p6prRCoMLCPpP6ReD1iXH2bCIRkUtiAkVERGRBa39PPDUiGn/75gje3ZVp9nwrv+oeqNJaeoXq+/uB6jlXmblFuFZUjvKKmhOoCzdLUWahPX071DzvioiIbMMEioiIyIqx8WF48fsMiwmSvsx5Y2lbNYQw/UI+Ip+prkQ7bWAkAKBNgCeuFpgvI3LxRglKLSRZAd4sWU5EZA+cA0VERGSFj4eb1d4lwx6oxtA9LNBir9GaX84DAKJC/Cz+XGF5pdmwPwDwcHONtbyIiBobEygiIqIa6Ht8TDV2AqVSKvDvGir6ebur0MLHuFdJX3r9u/Qcs/3dlPzIJyKyB76bEhER1WD+iGj83+Q+yFgy0mi7t4d9qu3VxMNNabZIr56nmwpBPtXDCBUK4FqRrsT6uoMXzfZ3lcWQiYgaGxMoIiKiGgR4uSOlZ1v4eLghIki3hlPv9i2a7Pd/O2sgfDxUmNQvAk+NiJa2e7opMa5XuPRYpah5iJ69yqsTEbk6JlBEREQ2+nR6Ah4b3AlL7uphtP2NCbry4Mvujbf77+wRHoiMJaPw+sQ43BVfnTC18vfE40M6S49VSgU+md5fehzoLnB37zAAwJ3dQuzeLiIiV8UqfERERDbq1NoPC0fHmG2/t38ExsaHNfqwvvCW3tK/3ZQKuKuq74OqlAoM6RqCpOjW+N+pPEzqrMUTqd0wODoEQ7oygSIishf2QBEREdlBU8yJUikVWDQmBuEtvHFf//YAIA0rHFLVy/Tefb3x/eOJ6N5SwMfDDeN7hyPQhyXMiYjshT1QREREzcgjd3TCI3d0kh5/8WgifvgjB/cl6BKqQB93xLT1x7nfHdVCIiLnxgSKiIioGQtv4Y3HBneufUciIrILDuEjIiIiIiKyERMoIiIiIiIiGzGBIiIiIiIishETKCIiIiIiIhsxgSIiIiIiIrIREygiIiIiIiIbMYEiIiIiIiKyERMoIiIiIiIiGzGBIiIiIiIishETKCIiIiIiIhsxgSIiIiIiIrIREygiIiIiIiIbuTm6AY4khAAAFBQUOLgl5ioqKlBSUoKCggK4u7s7ujkExkRuGA95YTzkhfGQF8ZDXhgPeZFTPPQ5gT5HsMalE6jCwkIAQEREhINbQkREREREclBYWIjAwECrzytEbSmWE9NqtcjJyYG/vz8UCoWjm2OkoKAAERERuHDhAgICAhzdHAJjIjeMh7wwHvLCeMgL4yEvjIe8yCkeQggUFhYiLCwMSqX1mU4u3QOlVCrRrl07RzejRgEBAQ7/YyJjjIm8MB7ywnjIC+MhL4yHvDAe8iKXeNTU86THIhJEREREREQ2YgJFRERERERkIyZQMuXp6YkXXngBnp6ejm4KVWFM5IXxkBfGQ14YD3lhPOSF8ZCX5hgPly4iQUREREREVBfsgSIiIiIiIrIREygiIiIiIiIbMYEiIiIiIiKyERMoIiIiIiIiGzGBIqrCeipERERE9uWM36+YQDlIWVmZo5tABvLz81FZWSk9dsaLvTk5c+YMzpw5AwBGcSHHOHr0KL755htoNBpHN4UAnD59Gm+99RZOnjzp6KYQgMzMTCQlJeFf//oXAH5+ONqVK1eQk5OD0tJSAIBWq3Vwi1xbYWGh0WNnuT6YQDUxtVqNefPmYfLkyZgyZQp++uknRzfJpanVajzxxBMYPXo0xowZg9dffx1arRYKhcLRTXNZu3btQpcuXTBx4kQAgJubm4Nb5LrUajUefvhhxMXF4ffff4dSyY8MR9JoNHjiiSfQs2dPHD9+HHl5eY5ukktTq9WYMmUKunXrhr179+LYsWMAwM8PB6moqMBjjz2GxMREjB07FqNHj0ZZWRnftxykoqICM2fOREpKCiZOnIjPPvsMgPNcH/yrakLfffcdoqKikJ6ejuTkZKSnp2PhwoX45ptvHN00l7Ru3Tp07twZx44dw4IFCxAeHo4vvvgCn376qaOb5tJOnjyJpKQk5OXl4eOPPwbAXihHeO+99xAcHIwTJ07g999/x8svv+w0H3zN1bJly/DHH39gz549WLVqFQYNGgTAee7oNidLly5Fy5YtkZWVhczMTIwdOxZXrlwBAPbUOsClS5eQlJSE06dPY926dZgzZw4uXLiAZ555xtFNc0lnz55F//79ceLECSxYsACBgYFYunQpZs6c6eim2Q1v7TaRM2fOYO3atXjooYfw4osvAgDuu+8+TJo0CadPn3Zs41xQbm4uNm3ahL/+9a94+umnAQCDBw9GcnIyPDw8HNw61ySEgEKhQFZWFqKjozF48GAsWbIEU6dOhYeHh/Q8Nb6CggK8+OKLSEhIwM6dOwEAJ06cgLu7O0JCQuDv7+/gFroWIQRKSkqwfv16PPTQQxgwYAD27duHI0eOIDY2Fr169YKfn5+jm+kyVq1ahX//+99Ys2YN7rnnHgBA3759pTvsKpXKkc1zST/99BNKS0uxfv16hIaGIjExETt37uR7lYNs3rwZLVu2xMaNG+Hj44PU1FR8+OGHePzxxzFixAiMHz++2fcMNu/WNwP6O4NqtRpxcXGYOnUqAN0dqtatW0OlUklzPajx6ePRsmVLLFiwANOnT5eey83NRYsWLdCiRQtcv37dUU10WfrkKC8vD2PGjME999wDd3d3vPDCCwCAkpISRzbPJeivj4CAALz11ltIT0/H9u3bce+99yI1NRWjRo3CsGHD8Mknnzi4pa5FoVAgJycHZ8+exahRo/Dkk09iwoQJ+PTTTzFhwgTcfffdKCgocHQznZ5+Ls3dd9+N9PR0KXkCAF9fX3h7e/Pz3EHy8/Nx+vRphIaGAgAuX76Mw4cPIygoCHv37nVw61xPZmYmKisr4ePjI9381H++vPrqq07xHYsJVCM5ePAggOo33JiYGDz//PPo2LEjAN0dKrVajZKSEiQmJjqsna5CHw/9Bezu7o64uDi0atUKALBw4UJ0794dJSUlmDVrFoYOHYpNmzYB4ATUxmB6fQDVscnPz0dxcTGio6OxcOFCfPDBB5g8eTIWLlzoFG+6cmR6fQDAtGnTEBUVhZEjRyIgIACrV6/GO++8g549e2LRokXYtWuXo5rr9CxdH+3atUNwcDAWLVqErKws7Ny5E99//z127tyJtLQ0vPzyyxzK10hMr4+goCDpho9+24ABA5CRkQEvLy+j7WR/lq6PxMREBAYGYsCAAZg4cSLat2+PwMBAbNy4ESkpKViyZAkqKioc1WSnZike/v7+8PLywqZNm6Rr5eeff8bixYtx9OhRbNmyxexnmh1BdrV+/XoRFhYmgoODxblz54QQQlRWVkrPa7Va6d+FhYWiS5cuYv/+/U3dTJdhKR4ajcZsv7lz54odO3aI8vJycerUKfHYY4+JiIiIJm6t86stHmVlZaJLly7i6tWrQgghFi9eLLy8vISnp6dIS0szun6o4Wp7vzp06JB45plnxLVr16Rt586dE+PHjxcpKSlN3VynV1M8bty4IR5++GHh7+8v/vSnPwmNRiNdO//85z9FYGCgKCkpcVTTnZKtnx9CCJGZmSnat28vPvnkk6ZroIuxFI+Kigrp+XPnzonNmzeL2NhY8dlnn0nb165dK3x9fcWFCxeauslOzVI8ysvLhRBCZGRkiPHjx4vAwEAxadIk4efnJxISEsSlS5fEpEmTxNixYx3YcvtgD5Qdff7553j11VeRlJSEmJgYLF26FIDxeGjDORw///wzioqKEB0dLW27evVq0zXYyVmLh+G4W/3dj2XLlmHo0KHw8PBAly5d0K9fP2i1Wpw4ccIhbXdGtcVDq9VCCIE+ffpg3bp16N27N95//31MmjQJPj4+uHXrFhQKBQtK2Ikt71d9+/bFs88+i+DgYGlbZGQk/Pz8IIRAcXFxk7fbWdUWj5YtW0rvURqNBkqlUurl6NGjBzw8PHD8+HGHtd/Z2PL5YcjLywuenp5S6WyyL2vxMKzSGhkZiZs3b0KlUuGBBx6QPt8HDRoEtVqNw4cPO6TtzshaPPTzlWNiYvDuu+9i+fLlaNWqFdauXYsDBw4gLCwMarUa7du3d/AZNBwTKDvQV9yJiorC0KFD8frrr+Ouu+7C7t27sXv3bqN9DK1fvx7Jyclo2bIlfv/9dwwZMgSzZs1q3l2aMlCXeOg/DE2LE/z2229ISkpCt27dmq7hTsrWeCiVShQVFWHDhg1YuHAhBg0ahIyMDLz11lsYPnw47r//fgAsa95Qdbk+FAqFWXGC0tJS5OTkoEePHvD19W3StjsjW+KhVqsBAHfddRcefPBBfP/999ixY4eUXO3duxe9evVCr169HHEKTqU+n+dCCISHh6NNmzbYv38/gGY+NElG6hoPIQSUSiVyc3Olz/eNGzeiT58+SEhIaPL2O5u6xCMiIgLTp0/H+++/j3HjxgHQrdGVnZ2NqKgoh7TfrhzZ/dXcnTp1ymxIkb47+ejRo+Kuu+4yGuZiuK9GoxHjxo0Tb775ppg9e7ZQKpViypQpQq1WN03jnVBD4iGEEPn5+SIrK0s88sgjomPHjuKHH36wuB/Zpq7x0P/t//e//xWHDh0y+rmtW7eKl156SWi1WsajnuxxfWRnZ4uHHnpIxMTEiLS0tMZvtBOrazz0Q/nOnj0rpkyZInx9fcWf/vQn8ec//1kEBQWJDz/8UAjB96v6auj1odVqxZw5c8TAgQNFUVFR4zfYydU1Hvqhldu3bxeDBw8WPXr0ECtXrhTTp08XQUFBYvny5U3WdmfU0Ovj/Pnz4uLFi2Ly5Mmid+/eIisrq/Eb3ciYQNXDf/7zHxEZGSm6du0qEhISxKpVq6TnDP9oVq9eLWJjY8Xq1auFEMZjp7Ozs4VCoRAKhUIMHDhQZGRkNN0JOBl7xGPbtm1i7ty5IjQ0VCQnJ4tTp0413Qk4mfrGw3Asu+n+/FJYf/a4PjZv3ixmzZolgoODRXJysjh9+nTTnYCTsdf1sXLlSvH000+L6dOnixMnTjRN452QPa4PvZkzZ4pZs2ZJ80Co7uxxffz8889i7NixYuTIkWLcuHG8PhrAHtdHSUmJWLRokQgKChJ33HGHyMzMbLoTaERMoOpo27ZtIjIyUqxYsUJs2bJFzJ8/X7i7u4uPPvpImsCrv5AvXrwoHn74YdG/f39RWFgohKieYHf06FExadIksX37dseciJOwVzyys7PFqlWrxK5duxxzIk6iofFgD6x92ev6OH/+vFixYoXYsWOHY07ESfD6kBd7xUPfO8j4NExD41FWViYdS6PRiPz8/KY/CSdiz/er9PR0sWfPnqY/iUbEBMpG+kx78eLFom/fvkZ/GI8//rjo16+f+Pbbb81+7ocffhD9+vUTL7zwgvjjjz/EmDFjRHZ2dpO121nZKx6pqamMhx0wHvLC9yt54fUhL4yHvDAe8sJ42IZFJGykLzKQkZGBzp07w93dXVpT4OWXX4aXlxc2bNiAK1euAKieRDdkyBAkJCRgyZIl6Nu3LyorKxESEuKYk3Ai9opHRUUF42EHjIe88P1KXnh9yAvjIS+Mh7wwHjZydAYnV9u2bRN/+ctfxPLly8WBAwek7R999JHw9/c367L/6KOPRHR0tNi9e7e0b1FRkVi+fLlQqVQiOTlZHD58uGlPwokwHvLCeMgL4yEvjIe8MB7ywnjIC+NRP0ygTOTk5IjU1FQREhIiJk+eLHr27CkCAwOlP6qTJ0+K8PBw8dxzzwkhhNFk0dDQUKNKL8eOHRMDBgwwWtCN6obxkBfGQ14YD3lhPOSF8ZAXxkNeGI+GYQJloLi4WEydOlVMmjRJnD17VtqekJAgpk2bJoQQoqCgQLz88svC29tbGtupHy86ePBg8cgjjzR9w50U4yEvjIe8MB7ywnjIC+MhL4yHvDAeDcc5UAZ8fHzg6emJadOmoWPHjqisrAQApKSk4Pjx4xBCwN/fH/fffz/69OmDe++9F1lZWVAoFMjOzkZubi7Gjx/v2JNwIoyHvDAe8sJ4yAvjIS+Mh7wwHvLCeDScQgghHN0IOamoqIC7uzsA3UriSqUSkydPhq+vLz766CNpv0uXLiE5ORmVlZXo168ffvnlF3Tr1g3r1q1DmzZtHNV8p8N4yAvjIS+Mh7wwHvLCeMgL4yEvjEfDMIGywaBBgzBjxgxMnToVWq0WAKBUKpGZmYm0tDQcOHAA8fHxmDp1qoNb6hoYD3lhPOSF8ZAXxkNeGA95YTzkhfGwHROoWpw9exYDBw7Exo0b0bdvXwCAWq2Gh4eHg1vmmhgPeWE85IXxkBfGQ14YD3lhPOSF8agbzoGyQp9X7t27F35+ftIf0+LFizFnzhzk5uY6snkuh/GQF8ZDXhgPeWE85IXxkBfGQ14Yj/pxc3QD5Eq/kNjBgwcxYcIEbN++HY8++ihKSkrwr3/9y7kXB5MhxkNeGA95YTzkhfGQF8ZDXhgPeWE86qkpS/41N6WlpSIqKkooFArh6ekpli5d6ugmuTTGQ14YD3lhPOSF8ZAXxkNeGA95YTzqjnOgajF8+HB06dIFy5Ytg5eXl6Ob4/IYD3lhPOSF8ZAXxkNeGA95YTzkhfGoGyZQtdBoNFCpVI5uBlVhPOSF8ZAXxkNeGA95YTzkhfGQF8ajbphAERERERER2YhV+IiIiIiIiGzEBIqIiIiIiMhGTKCIiIiIiIhsxASKiIiIiIjIRkygiIiIiIiIbMQEioiIiIiIyEZMoIiIiIiIiGzEBIqIiJzCtGnToFAooFAo4O7ujjZt2mD48OFYvXo1tFqtzcdZs2YNWrRo0XgNJSKiZo0JFBEROY1Ro0bh8uXLOH/+PDZv3owhQ4Zgzpw5SE1NRWVlpaObR0REToAJFBEROQ1PT0+EhoYiPDwcffr0wd///nds2LABmzdvxpo1awAAy5YtQ8+ePeHr64uIiAg8/vjjKCoqAgDs3r0b06dPx61bt6TerBdffBEAUF5ejqeeegrh4eHw9fXFgAEDsHv3bsecKBEROQwTKCIicmp33nkn4uPj8e233wIAlEol3n33XRw7dgyffvopdu3ahQULFgAABg4ciH/84x8ICAjA5cuXcfnyZTz11FMAgNmzZ2Pfvn344osvcPjwYdxzzz0YNWoUTp8+7bBzIyKipqcQQghHN4KIiKihpk2bhvz8fHz33Xdmz9133304fPgwMjIyzJ77+uuvMXPmTFy7dg2Abg7U3LlzkZ+fL+2TnZ2NTp06ITs7G2FhYdL2YcOGISEhAa+++qrdz4eIiOTJzdENICIiamxCCCgUCgDAjh078Nprr+HEiRMoKChAZWUlysrKUFJSAh8fH4s/f+TIEWg0GkRHRxttLy8vR3BwcKO3n4iI5IMJFBEROb3jx4+jY8eOOH/+PFJTUzFr1iy88sorCAoKwt69e/Hwww9DrVZbTaCKioqgUqmQlpYGlUpl9Jyfn19TnAIREckEEygiInJqu3btwpEjRzBv3jykpaVBq9Xi7bffhlKpmwb85ZdfGu3v4eEBjUZjtK13797QaDTIzc3FHXfc0WRtJyIi+WECRURETqO8vBxXrlyBRqPB1atXsWXLFrz22mtITU3FlClTcPToUVRUVOC9997D2LFj8fPPP2PlypVGx4iMjERRURF27tyJ+Ph4+Pj4IDo6GpMnT8aUKVPw9ttvo3fv3sjLy8POnTsRFxeHMWPGOOiMiYioqbEKHxEROY0tW7agbdu2iIyMxKhRo/Djjz/i3XffxYYNG6BSqRAfH49ly5bh9ddfR48ePfD555/jtddeMzrGwIEDMXPmTEyaNAmtW7fGG2+8AQD45JNPMGXKFDz55JPo2rUrxo8fj0OHDqF9+/aOOFUiInIQVuEjIiIiIiKyEXugiIiIiIiIbMQEioiIiIiIyEZMoIiIiIiIiGzEBIqIiIiIiMhGTKCIiIiIiIhsxASKiIiIiIjIRkygiIiIiIiIbMQEioiIiIiIyEZMoIiIiIiIiGzEBIqIiIiIiMhGTKCIiIiIiIhsxASKiIiIiIjIRv8PFs5ZJlR4sGIAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAA1AAAAG5CAYAAACAz9VSAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8rg+JYAAAACXBIWXMAAA9hAAAPYQGoP6dpAADLtElEQVR4nOzdd3xT5f4H8E92utK9gFLKLGVvizKUUYYDxQHigKuoCA64ohd/igwHDtwojitwBRTX5TpYFVlCWYWyZ6Hs7j2y8/sjOSfnZLRJm3HSft+vly+Tkyc5T3KacL7n+zzfR2QymUwghBBCCCGEENIgsb87QAghhBBCCCGBggIoQgghhBBCCHERBVCEEEIIIYQQ4iIKoAghhBBCCCHERRRAEUIIIYQQQoiLKIAihBBCCCGEEBdRAEUIIYQQQgghLqIAihBCCCGEEEJcRAEUIYQQQgghhLiIAihCCCEkQA0fPhzDhw9v9HO7d+/u2Q4RQkgLQAEUIYS0MCtXroRIJHL437/+9S+v7HPPnj1YsGABysvLvfL63vLbb79h2LBhiIuLQ3BwMNq3b4/7778fmzZtYtvk5eU5/Txvuukml/e1fft2iEQi/PTTTw4fnzp1KkJDQ5v8ngghhDSN1N8dIIQQ4h+LFi1CSkoKb5u3MhJ79uzBwoULMXXqVERERHhlH5723nvvYe7cuRg2bBjmzZuH4OBgnD9/Hn/++Se+//57jBkzhtd+8uTJGDduHG9bbGysV/u4ZcsWr74+IYQQexRAEUJICzV27Fj079/f391okpqaGoSEhHj8dfV6PRYvXoxRo0Y5DFIKCwvttvXt2xcPPfSQx/tSH7lc7tP9EUIIoSF8hBBCnNi4cSOGDBmCkJAQhIWFYfz48Thx4gSvzdGjRzF16lS0b98eSqUSCQkJ+Mc//oGSkhK2zYIFCzB37lwAQEpKCju8LS8vjx3+tnLlSrv9i0QiLFiwgPc6IpEIJ0+exIMPPojIyEjccsst7OOrV69Gv379EBQUhKioKEyaNAlXrlzhvWZtbS1Onz6N4uLiet97cXExKisrcfPNNzt8PC4urt7n+4qjOVCXLl3CnXfeiZCQEMTFxWH27NnYvHkzRCIRtm/fbvcaJ0+exK233org4GC0bt0a77zzjm86TwghAYoyUIQQ0kJVVFTYBRIxMTEAgG+//RaPPvooMjIy8Pbbb6O2thaff/45brnlFhw+fBjt2rUDAGRmZuLChQuYNm0aEhIScOLECXz55Zc4ceIE9u7dC5FIhHvuuQdnz57Fd999hw8++IDdR2xsLIqKitzu93333YdOnTrhzTffhMlkAgC88cYbePXVV3H//ffj8ccfR1FRET755BMMHToUhw8fZocN7t+/H7feeitee+01XnBmKy4uDkFBQfjtt9/wzDPPICoqqsF+1dbW2n2e4eHhkMlkbr2/qqoqhwGeRqNp8Lk1NTW47bbbcOPGDTz33HNISEjA2rVrsW3bNofty8rKMGbMGNxzzz24//778dNPP+Gll15Cjx49MHbsWLf6TQghLYaJEEJIi7JixQoTAIf/mUwmU1VVlSkiIsI0ffp03vPy8/NN4eHhvO21tbV2r//dd9+ZAJh27tzJbnv33XdNAEwXL17ktb148aIJgGnFihV2rwPA9Nprr7H3X3vtNRMA0+TJk3nt8vLyTBKJxPTGG2/wth87dswklUp527dt22b3us7Mnz/fBMAUEhJiGjt2rOmNN94wZWdn27Vj3oOj/7Zt29bgfmz7Vt9/ISEhvOcMGzbMNGzYMPb+0qVLTQBM69evZ7fV1dWZUlNT7fozbNgwEwDTf/7zH3abRqMxJSQkmCZOnOhyvwkhpKWhDBQhhLRQy5YtQ+fOne22Z2Zmory8HJMnT+ZlQiQSCQYNGsTLZgQFBbG31Wo1qqur2cpzhw4dwpAhQzze76eeeop3/5dffoHRaMT999/P629CQgI6deqEbdu24eWXXwZgHvJmsmStGrJw4UKkpqbis88+w+bNm7Fx40b83//9H/r06YM1a9aga9euvPZPPPEE7rvvPt62Xr16uf3+5s+f7/Bze/fdd7F79+56n7tp0ya0bt0ad955J7tNqVRi+vTp+Oc//2nXPjQ0lDdvSy6XY+DAgbhw4YLb/SaEkJaCAihCCGmhBg4c6LCIxLlz5wAAt912m8PnqVQq9nZpaSkWLlyI77//3q6wQkVFhQd7a2VbOfDcuXMwmUzo1KmTw/buDqHjmjx5MiZPnozKykrs27cPK1euxNq1a3HHHXfg+PHjUCqVbNtOnTph5MiRjd4Xo0ePHg5fZ/Xq1Q0+99KlS+jQoQNEIhFve8eOHR22b9OmjV3byMhIHD161I0eE0JIy0IBFCGEEB6j0QjAPA8qISHB7nGp1PpPx/333489e/Zg7ty56N27N0JDQ2E0GjFmzBj2depje/LOMBgMTp/DzXox/RWJRNi4cSMkEolde0+snaRSqTBq1CiMGjUKMpkMq1atwr59+zBs2LAmv7Y/Ofq8ALicpSOEkJaIAihCCCE8HTp0AGAupFBfRqWsrAxbt27FwoULMX/+fHY7k8HichYoRUZGAoDdAruXLl1yq78mkwkpKSkOhyR6Wv/+/bFq1SrcuHHD6/tyV3JyMk6ePAmTycT7zM+fP+/HXhFCSPNCZcwJIYTwZGRkQKVS4c0334ROp7N7nKmcx2QvbLMVH374od1zmLWabAMllUqFmJgY7Ny5k7f9s88+c7m/99xzDyQSCRYuXGjXF5PJxCup7moZ89raWmRlZTl8bOPGjQCALl26uNxHX8nIyMC1a9fw66+/stvUajW++uorP/aKEEKaF8pAEUII4VGpVPj888/x8MMPo2/fvpg0aRJiY2Nx+fJl/PHHH7j55pvx6aefQqVSYejQoXjnnXeg0+nQunVrbNmyBRcvXrR7zX79+gEA/u///g+TJk2CTCbDHXfcgZCQEDz++ONYsmQJHn/8cfTv3x87d+7E2bNnXe5vhw4d8Prrr2PevHnIy8vDhAkTEBYWhosXL+K///0vnnjiCbzwwgsAXC9jXltbi8GDB+Omm27CmDFjkJSUhPLycqxfvx67du3ChAkT0KdPH/c+WB948skn8emnn2Ly5Ml47rnnkJiYiDVr1rBztZxlAgkhhLiOAihCCCF2HnzwQbRq1QpLlizBu+++C41Gg9atW2PIkCGYNm0a227t2rV45plnsGzZMphMJowePRobN25Eq1ateK83YMAALF68GMuXL8emTZtgNBpx8eJFhISEYP78+SgqKsJPP/2EH374AWPHjsXGjRvdWqz2X//6Fzp37owPPvgACxcuBAAkJSVh9OjRvIp0roqIiMBXX32FP/74AytWrEB+fj4kEgm6dOmCd999F88++6zbr+kLoaGh+Ouvv/DMM8/go48+QmhoKB555BEMHjwYEydO5BW9IIQQ0jgiE80UJYQQQpq1Dz/8ELNnz8bVq1fRunVrf3eHEEICGgVQhBBCSDNSV1dntz5Xnz59YDAY3BoaSQghxDEawkcIIYR4UV1dXYNrYkVFRUEul3tkf/fccw/atm2L3r17o6KiAqtXr8bp06exZs0aj7w+IYS0dBRAEUIIIV60bt063rwxR7Zt24bhw4d7ZH8ZGRn4+uuvsWbNGhgMBqSlpeH777/HAw884JHXJ4SQlo6G8BFCCCFedOPGDZw4caLeNv369WPXxCKEECJsFEARQgghhBBCiItoIV1CCCGEEEIIcVGLngNlNBpx/fp1hIWF0eKChBBCCCGEtGAmkwlVVVVo1aoVxGLneaYWHUBdv34dSUlJ/u4GIYQQQgghRCCuXLmCNm3aOH28RQdQYWFhAMwfkkql8nNv+HQ6HbZs2YLRo0dDJpP5uzsEdEyEho6HsNDxEBY6HsJCx0NY6HgIi5COR2VlJZKSktgYwZkWHUAxw/ZUKpUgA6jg4GCoVCq//zERMzomwkLHQ1joeAgLHQ9hoeMhLHQ8hEWIx6OhqT1URIIQQgghhBBCXEQBFCGEEEIIIYS4iAIoQgghhBBCCHFRi54DRQghhBBCiKcZDAbodDp/dyMg6HQ6SKVSqNVqGAwGr+5LJpNBIpE0+XUogCKEEEIIIcQDTCYT8vPzUV5e7u+uBAyTyYSEhARcuXLFJ+uyRkREICEhoUn7ogCKEEIIIYQQD2CCp7i4OAQHB/skIAh0RqMR1dXVCA0NrXfx2qYymUyora1FYWEhACAxMbHRr0UBFCGEEEIIIU1kMBjY4Ck6Otrf3QkYRqMRWq0WSqXSqwEUAAQFBQEACgsLERcX1+jhfFREghBCCCGEkCZi5jwFBwf7uSekPszxacocNQqgCCGEEEII8RAatidsnjg+FEARQgghhBBCiIsogCKEEEIIIYT41bRp0zBhwgS3ntOuXTt8+OGHXulPfSiAIgGlolaH97ecwZXSWn93hRBCCCGkWSgqKsKMGTPQtm1bKBQKJCQkICMjA7t37wZgDlREIhHvvzZt2rj02s6CnAULFqB3797s/Q8//BArV670wLvxPqrCRwLK6n2X8PFf5/HxX+eRt2S8v7tDCCGEEBLwJk6cCK1Wi1WrVqF9+/YoKCjA1q1bUVJSwrZZtGgRpk+fzt73xIK0XOHh4V6vwucpgdFLQiyOXCn3dxcIIYQQQpqN8vJy7Nq1C2+//TZuvfVWJCcnY+DAgZg3bx7uvPNOtl1YWBgSEhLY/2JjYz3aD9shfFVVVZgyZQpCQkKQmJiIDz74AMOHD8fzzz/Pe15tbS3+8Y9/ICwsDG3btsWXX37p0X45QgEUCShhShl722g0+bEnhBBCCCH1M5lMqNXqff6fyeT6OVJoaChCQ0Oxfv16aDQaL34a7pkzZw52796NX3/9FZmZmdi1axcOHTpk127p0qXo378/Dh8+jKeffhozZszAmTNnvNo3t4fwXbt2DS+99BI2btyI2tpadOzYEStWrED//v0BAFOnTsWqVat4z8nIyMCmTZvY+6WlpXjmmWfw22+/QSwWY+LEifjoo48QGhrKtjl69ChmzpyJAwcOIDY2Fs888wxefPFF3uv++OOPePXVV5GXl4dOnTrh7bffxrhx49x9SySAKGXWmL9aq4eKE1ARQgghhAhJnc6AtPmbfb7fk4syECx37TRfKpVi5cqVmD59OpYvX46+ffti2LBhmDRpEnr27Mm2e+mll/DKK6+w99988008++yzLu3D9rkAoNVqkZaW5rB9VVUVVq1ahbVr12LEiBEAgBUrVqBVq1Z2bceNG4enn36a3c8HH3yAbdu2oUuXLi71rTHcykCVlZXh5ptvhkwmw8aNG3Hy5EksXboUkZGRvHZjxozBjRs32P++++473uNTpkzBiRMnkJmZid9//x07d+7EE088wT5eWVmJ0aNHIzk5GdnZ2Xj33XexYMECXkpuz549mDx5Mh577DEcPnwYEyZMwIQJE3D8+PHGfA4kAFXWNX4BNEIIIYQQYjZx4kRcv34dv/76K8aMGYPt27ejb9++vKIOc+fORU5ODvvfI4884vLr2z43JycHTz31lNP2Fy5cgE6nw8CBA9lt4eHhDoMibpAnEomQkJCAwsJCl/vWGG5loN5++20kJSVhxYoV7LaUlBS7dkz1DkdOnTqFTZs24cCBA2zW6pNPPsG4cePw3nvvoVWrVlizZg20Wi2++eYbyOVydOvWDTk5OXj//ffZQOujjz7CmDFjMHfuXADA4sWLkZmZiU8//RTLly93522RAKLVG9nbFXU6tImspzEhhBBCiB8FySQ4uSjDL/t1l1KpxKhRozBq1Ci8+uqrePzxx/Haa69h6tSpAICYmBh07NixUf1x9NyoqKhGvZYtmYw/GkkkEsFoNDpp7RluBVC//vorMjIycN9992HHjh1o3bo1nn76aV5FDgDYvn074uLiEBkZidtuuw2vv/46oqOjAQBZWVmIiIhggycAGDlyJMRiMfbt24e7774bWVlZGDp0KORyOdsmIyMDb7/9NsrKyhAZGYmsrCzMmTOHt9+MjAysX7/eaf81Gg1vbGdlZSUAQKfTQacTVjaD6Y/Q+uVvdVo9e7usWg2dLhjXyuuwcs8lPJqejDaRQV7bNx0TYaHjISx0PISFjoew0PEQFm8dD51OB5PJBKPRyDuBV0p9X3LAZDK5NQ/Kka5du2L9+vXse2HeW2P7Y/tcpn/cfjLt2rVrB5lMhn379rHl0isqKnD27FkMGTKE91rOXttZX41GI0wmE3Q6nV0lQVf/JtwKoC5cuIDPP/8cc+bMwcsvv4wDBw7g2WefhVwux6OPPgrAPHzvnnvuQUpKCnJzc/Hyyy9j7NixyMrKgkQiQX5+PuLi4vidkEoRFRWF/Px8AEB+fr5dZis+Pp59LDIyEvn5+ew2bhvmNRx56623sHDhQrvtW7ZsQXBwsDsfhc9kZmb6uwuCcvmaGMzI061/70PJKRPeypEgv06ETTmXMK+3wet9oGMiLHQ8hIWOh7DQ8RAWOh7C4unjIZVKkZCQgOrqami1Wo++tjeVlpZi6tSpmDJlCrp164awsDAcPnwY77zzDsaOHYvKykoYjUao1Wo2+eAOZ8/VaDQwGAyoqqoCYA5e9Ho9227y5MmYO3culEolYmJisGTJEojFYuh0OraNo9c2GAzQaDRO+6rValFXV4edO3dCr9fzHqutdW2dUbcCKKPRiP79++PNN98EAPTp0wfHjx/H8uXL2QBq0qRJbPsePXqgZ8+e6NChA7Zv385OAvOXefPm8bJWlZWVSEpKwujRo6FSqfzYM3s6nQ6ZmZkYNWqUXWqyJful5BBQWgwAWHFWgrOLRuG5LPMPYH6dyKtFROiYCAsdD2Gh4yEsdDyEhY6HsHjreKjValy5cgWhoaFQKpUee11vUygUGDx4ML788kvk5uZCp9MhKSkJ06dPx7x58xAUFASxWAylUtmo82Vnz1UoFJBIJAgLC0NVVRVkMhmkUinb7uOPP8aMGTMwadIkqFQqzJ07F/n5+VCpVGwbR68tkUigUCic9lWtViMoKAhDhw61O06uBohuBVCJiYl21TK6du2Kn3/+2elz2rdvj5iYGJw/fx4jRoxwOLFLr9ejtLSUnTeVkJCAgoICXhvmfkNtnM29AswHSqFQ2G2XyWSC/UETct/8QWfgp6MvlfHLbfris6JjIix0PISFjoew0PEQFjoewuLp42EwGCASiSAWiwNmQVgACAoKwpIlS7BkyRKnbfLy8hr9+s6eu3DhQixcuJAdardixQre5xYeHo61a9ey92tqarBo0SI88cQTbDtHr52Tk1Nvf8RiMUQikcPj7+rfg1tH9+abb7arq3727FkkJyc7fc7Vq1dRUlKCxMREAEB6ejrKy8uRnZ3Ntvnrr79gNBoxaNAgts3OnTt54xAzMzPRpUsXtuJfeno6tm7dyttXZmYm0tPT3XlLJIAUVWmwJ7eEt+3tTd6t808IIYQQQnzv8OHD+O6775Cbm4tDhw5hypQpAIC77rrLzz1zM4CaPXs29u7dizfffBPnz5/H2rVr8eWXX2LmzJkAgOrqasydOxd79+5FXl4etm7dirvuugsdO3ZERoa5AknXrl0xZswYTJ8+Hfv378fu3bsxa9YsTJo0ia3t/uCDD0Iul+Oxxx7DiRMnsG7dOnz00Ue84XfPPfccNm3ahKVLl+L06dNYsGABDh48iFmzZnnqsyEC89HWs3bb/jxV4KAlIYQQQgjxtjVr1rAL8dr+161btya//nvvvYdevXph5MiRqKmpwa5duxATE+OBnjeNW0P4BgwYgP/+97+YN28eFi1ahJSUFHz44YdsRCiRSHD06FGsWrUK5eXlaNWqFUaPHo3Fixfzhs6tWbMGs2bNwogRI9iFdD/++GP28fDwcGzZsgUzZ85Ev379EBMTg/nz5/PWiho8eDDWrl2LV155BS+//DI6deqE9evXo3v37k39TIhAnS+srvdxiVjko54QQgghhJA777yTHUFmq6nDI/v06cMbsSYkbgVQAHD77bfj9ttvd/hYUFAQNm9ueLXlqKgo3phGR3r27Ildu3bV2+a+++7Dfffd1+D+SPNQUKmx2xamkKJKY66gIqUAihBCCCHEZ8LCwhAWFubvbvhc4MxwIy2awWjC9fI69n5aormySjVnXSiZpHF/zvsulODo1fIm9Y8QQgghBECT118i3uWJ40MBFAkIhVVqaPTmKi37/28Efnl6MACA+x2QStzPQJ0vrMYDX+7FnZ/uRmGV2iN9JYQQQkjLwwxZc3UtIeIfzPFpyhBDt4fwEeIPtVrzArnhQTLEhZlr9sslYmgN1lWmG5OBOnatnL19o1zNvjYhhBBCiDskEgkiIiLY5XqCg4MhEtH0goYYjUZotVqo1Wqvln83mUyora1FYWEhIiIiIJFIGv1aFECRgFBnCaCUMusXK0wpRUmNdaVvWSPmQJ0rsBamqFTr6mlJCCGEEFI/Zj1S2zVPiXMmkwl1dXUICgryScAZERFR77qxrqAAigQEtc4cQAXJrFcLbAMoaSMyUOc4lf2q1Pp6WhJCCCGE1E8kEiExMRFxcXG89UyJczqdDjt37sTQoUO9vtC0TCZrUuaJQQEUCQh1OiYDZf2jD1Xy/3yNjZgUyC2NXllHP3SEEEIIaTqJROKRE/WWQCKRQK/XQ6lUej2A8hQqIkECAjOEL0jOyUAp+F8yrd4Id+gNRlwqqWHvUwaKEEIIIYQ0hAIoEhDUluDIdggfF7eghCvqdAYYOUkrZg7UjrNFeHPDKejdfD1CCCGEENL80RA+EhCYOVAKKbeIRNMyUMywQAaTgXr0m/0AgOToYEwZlOx2XwkhhBBCSPNFGSgSEAyWVJFEzK/Cx+V2AKXlB1CVdTrkFlnnROUW1tg+hRBCCCGEtHAUQJGAYA2grNtsAyi90QSj0fVCErYZqIo6Hf7181H2vtZgsH0KIYQQQghp4WgIHwkIJkuFPTFnfQCJg3WftAYjlGLXqt7YZqCuV6hxo6KOva/R0RwoQgghhBDCRxkoEhCYDJSYEzRN7NvGrp07hSSYDBQTk10trUV5rbWUOS0eTgghhBBCbFEARQKCwTIyT8KJalpFBNm1cydrxBSm6BgbCgCo0vDLmDdmYV5CCCGEENK80RkiCQhGdg5U/UP4CirVLr9mndYcbEWGyBETqrB73NSIhXkJIYQQQkjzRgEUCQhGSzBjO6xu+UN9MXtkZ/RpGwEAyCtxvXIeM4QvSCZBm0j7bJZWTwEUIYQQQgjhowCKBASDJYCS2ERQY7on4rmRnZCaoAIAHL1a4fJrcgOopKhgu8fdXZiXEEIIIYQ0fxRAkYDgaAgfV++kcADAqRuVdtX1nFFb2gXJ+RkouWXuk87NdaUIIYQQQkjzRwEUCQjM8k5iJwFUe0shiF3nitF3cSYuuTCUj8lAKW2G8AXJzWXQKQNFCCGEEEJsUQBFAgJbxtxJafGUmBD2dp3OgD9PFTb4mtwhfNznK2Xmr8Xf54pxsdj1OVWEEEIIIaT5owCKBASjkzlQjOgQOe9+iLzhxXRrLWXLg+Ri9G0byW7XWIbuaQ1G3Pre9sZ0lxBCCCGENFMUQJGA4GghXS6RSIQgmTVoqlTrHLbjKqjUAADiwpRQcp7rLEgjhBBCCCGEAigSEIwOFtK1FR1qzUJV1DUcQN2oqANgvyCvVEIBFCGEEEIIcYwCKBIQmCF8zjJQAHiL4ZbWaBt8zWvl5kV3E8OVvO09Wkc0ooeEEEIIIaQloACKBARrEQnnAdTUwe3Y24WW4XnOqHUGFFeb27S2yUCplFK8c2/PRvaUEEIIIYQ0ZxRAkYBgYNeBct7mrt6tMH1ICgCgoEpd7+tdKa0FYC42EREs4z1mNJlwW2oce99kyX4RQgghhBBCAVQzdbG4BuM/3oU/jt7wd1c8wtRAFT7AXEjirt6tAVgLRDhSo9HjhZ+OAgBSE1UQ2bym0QTIxNavht5IARQhhBBCCDGjAKqZmr0uByeuV2Lm2kP+7opHGCwBlG2wYyteZZ7PVFytgc7JQrjT/3MQR66UAwC6tVI53Be3kITeQAEUIYQQQggxowCqmbpaVuvvLngUEwtJ6ikiAZjXg5KKRTCZwM5x4iqsUmNPbgl731EAZTTyAyid0XEgRgghhBBCWh4KoJqp8tqGy3gHEiM7B6r+AEosFiEuzFyNz9EwvlV78nj3u7UKt9+XycQfwkcZKEIIIYQQYiH1dweIdzS3eTtsGXMXFrmNUylxvUKN/Ao1kMR/bNPxfABA/+RIDGof5TgDZTIHYmKR+bbeyVBAQgghhBDS8lAGigQEAxtANdw2xrKg7lOrs1Gl5mfi6rQGAMD8O9IwNyOVN6dqzqjOUCml+NfYVACA1FLyT9fMglFCCCGEENJ4FECRgGBwcQgfAChkEvb27zZVCLWWbJJcav+n/+yITjg8fzQ6xIYCAGSWfVEGihBCCCGEMCiAIgHhfznXATRchQ8A5JzFojQ6A+8xrd4cDMmcLCjFDdDYDBTNgSKEEEIIIRYUQJGAoLBkjNpFBzfYVsvJGNnOBWMzUPWtyGshs1Ti01MVPkIIIYQQYkEBFBE8vcEIjSVz1LdtZIPtmXlOAFBSo+U9xmSTHA3hs6WQmocCanQUQBFCCCGEEDMKoIjg1XACohBFw4Uja7V69vaVUut6WAajiZ1L5WwIH5dCZm5TZzMMkBBCCCGEtFxuB1DXrl3DQw89hOjoaAQFBaFHjx44ePAg+7jJZML8+fORmJiIoKAgjBw5EufOneO9RmlpKaZMmQKVSoWIiAg89thjqK6u5rU5evQohgwZAqVSiaSkJLzzzjt2ffnxxx+RmpoKpVKJHj16YMOGDe6+HRIAajTmgEguEbuUOarjZIyulNUBAN744yTm/XKU3e7K6wRZilGoKYAihBBCCCEWbgVQZWVluPnmmyGTybBx40acPHkSS5cuRWSkdVjVO++8g48//hjLly/Hvn37EBISgoyMDKjVarbNlClTcOLECWRmZuL333/Hzp078cQTT7CPV1ZWYvTo0UhOTkZ2djbeffddLFiwAF9++SXbZs+ePZg8eTIee+wxHD58GBMmTMCECRNw/PjxpnweRICYACpEIWmgpVkdJwN1tbQWhZVqfLXrIn44eJXdzsxvqo+SDaBoCB8hhBBCCDFzayHdt99+G0lJSVixYgW7LSUlhb1tMpnw4Ycf4pVXXsFdd90FAPjPf/6D+Ph4rF+/HpMmTcKpU6ewadMmHDhwAP379wcAfPLJJxg3bhzee+89tGrVCmvWrIFWq8U333wDuVyObt26IScnB++//z4baH300UcYM2YM5s6dCwBYvHgxMjMz8emnn2L58uVN+1SIoFRbAqhguWt/rhP7tsFbG08DMM+ByrpQYtfGlSISSssQPspAEUIIIYQQhlsB1K+//oqMjAzcd9992LFjB1q3bo2nn34a06dPBwBcvHgR+fn5GDlyJPuc8PBwDBo0CFlZWZg0aRKysrIQERHBBk8AMHLkSIjFYuzbtw933303srKyMHToUMjlcrZNRkYG3n77bZSVlSEyMhJZWVmYM2cOr38ZGRlYv3690/5rNBpoNBr2fmVlJQBAp9NBp9M5e5pfMP3xRL+E9t7cVVFrPmYhcolL7+WRQW3QKTYYj397CEYT8Nz3OXZt9Hq9/RNtKCxBVo1ay/sb4fbBZDLhwKUydIwNRVSI3OHrNDdGowliV1Y09jJPfkdI09HxEBY6HsJCx0NY6HgIi5COh6t9cCuAunDhAj7//HPMmTMHL7/8Mg4cOIBnn30Wcrkcjz76KPLz8wEA8fHxvOfFx8ezj+Xn5yMuLo7fCakUUVFRvDbczBb3NfPz8xEZGYn8/Px69+PIW2+9hYULF9pt37JlC4KDGy6P7Q+ZmZmNfKb10Ab63LAjJSIAEmhrq9x6L62CJbha4/hE35XXKSsWAxDj0JFjCC20zp/iHpMTZSJ8eVqC+CATXu7d/DNVq8+JkVslwr96GeDiiEqva/x3hHgDHQ9hoeMhLHQ8hIWOh7AI4XjU1tY23AhuBlBGoxH9+/fHm2++CQDo06cPjh8/juXLl+PRRx91v5c+Nm/ePF7WqrKyEklJSRg9ejRUKpUfe2ZPp9MhMzMTo0aNgkwmc/v5z2VtYW+PGzfOk13zOW3OdeDscbRJiMG4cf1cft6GihxcPVlot33a4GSMG9ulwedvrzuGwyU30KFLKsbdksI7JlKpFD8duo6/zucBqEFBnSjgP2dXPPeq5e+qTW+M69PKr31p6neEeBYdD2Gh4yEsdDyEhY6HsAjpeDCj0xriVgCVmJiItLQ03rauXbvi559/BgAkJCQAAAoKCpCYmMi2KSgoQO/evdk2hYX8k1q9Xo/S0lL2+QkJCSgoKOC1Ye431IZ53BGFQgGFQmG3XSaT+f2AOeOJvgn1vblKrTeXHg9TuvdZJMeEArAPoAa1j3bpdeRS89fDBDGvvUwmQ/aVSry8/gSvvQFitvBEcyeVSgTzdyXk729LRMdDWOh4CAsdD2Gh4yEsQjgeru7frSp8N998M86cOcPbdvbsWSQnJwMwF5RISEjA1q1b2ccrKyuxb98+pKenAwDS09NRXl6O7Oxsts1ff/0Fo9GIQYMGsW127tzJG4eYmZmJLl26sBX/0tPTefth2jD7Ic1HtcY8NM6VNaC4kiKD2NuhnOdKxK792Ustlfp0BnMVvt+P3sCxUvO2c4XVdu25C/g2dyL/T4EihBBCCPELtwKo2bNnY+/evXjzzTdx/vx5rF27Fl9++SVmzpwJABCJRHj++efx+uuv49dff8WxY8fwyCOPoFWrVpgwYQIAc8ZqzJgxmD59Ovbv34/du3dj1qxZmDRpElq1Mg8JevDBByGXy/HYY4/hxIkTWLduHT766CPe8LvnnnsOmzZtwtKlS3H69GksWLAABw8exKxZszz00RChYMqYh7oZQMWGKdnbXRLC2NtSFwsgMIvt6gxGlNdqMfvHY/j6jAQanQFFleay/BHB1isVLWnBXREogiKEEEJIy+RWADVgwAD897//xXfffYfu3btj8eLF+PDDDzFlyhS2zYsvvohnnnkGTzzxBAYMGIDq6mps2rQJSqX1ZHbNmjVITU3FiBEjMG7cONxyyy28NZ7Cw8OxZcsWXLx4Ef369cM///lPzJ8/n7dW1ODBg9kArlevXvjpp5+wfv16dO/evSmfR7O090IJfj963d/daDRrGXP3hsfdlhqHu3q3wusTuiM5ylokROrCGlCANdDSG0yo5WSX8is1bFbswYFtEaY0B3YtKYAihBBCCGmp3LukD+D222/H7bff7vRxkUiERYsWYdGiRU7bREVFYe3atfXup2fPnti1a1e9be677z7cd9999XeYYNKXewEAKqUMQzvH+rk37rMupOven6tcKsZHk/oAAC6V1LDbJS5moKRsBsrEWwvqekUdarXWoC5IJkGVWk/rRRFCCCGEtABuZaBIYPtPVp6/u9AoNdrGDeHjig61Fg+RubCIrrmdJQNlNPKyS9VqA2osGalguRRBlsxYVm4JNPqWEUTRHChCCCGEtFQUQLUgf58v9ncXGqWxRSS4ojmL3LqcgRJzM1BGdrtab0AtmxUzZ6AA4PU/TmHi53sa3UdCCCGEECJ8FEC1IGqdMSCHmVmLSDS+RHgMNwPlZhU+vcEIDedzU+uMbFYsWC7llS4/fq2S7W9zJqIUFCGEEEJaKAqgmqFVe/KcPlalDryT+8bOgeKKDnU/A2UdwmfiDeHT6A24UWGuwhceJENiuJL3vCNXyhvdTyEzGk3+7gIhhBBCiN9RANXMmEwmfLz1nNPHq9Q6p48JFZPtaVoAZc1AuV6Fz1rGnDuEb9e5ElwqqYVELEKfthFIiQnhPe/Br/fhWnldo/sqVEYTBVCEEEIIIRRANTOVaj1KarROH7//iyyYAuxEuIaZAyX3zBwoV4cxshkoAz8D9deZIgCAwWhCmFJmF0ABwKy1hxrdV6EycP5uaAAfIYQQQloqCqCaGb3Bmil5e2IPu8eLq7W4UhpY2ZFqTsGGxuLOU+Jmo+rDlDHXGx3PHbunb2sAcBhAHb5c3oheCpvR+qdFVfgIIYQQ0mI1/pI+ESSdwZwlkIhF6Jcc6bBNZQAN41u27Ty0evOZe1PKmAPA78/cgrJaLVpHBLnUnllI9+ClMmyzZJ245t+eBsBxAAWY50oppI0P+oTGEGCZS0IIIYQQb6AMVDOjs2SgZBIRIoKtw9Yig2Xs7fqG+AnJ+cIqvLv5DHufm0VqjO6twzGkk+sLCSdFBQMAymt1MDgooBAeZP5MozjDA4Pl1j4u+PVkY7sqSNzPQESD+AghhBDSQlEA1cxYAygxYkIVeHBQW0wemMQ7yS+p1vire26xrRgod3EBXE8ZlBKFEalxvG3JoeYg4h83p7ClvLklvQd3iMZLY1IBAD9nX/VRT30j0ObOEUIIIYR4AwVQzYzekiWQWYKNN+/ugbfu6ckr3V0cIAEUt/IdAIhdLD/uKSKRCMO78DNWHVUmnFs8GvPvSHP4nFqtAZMHJgEAtAYjG9A2B46ycIQQQgghLQ0FUM0MdwgfV1qiir1dXB0YQ/iEMFerdSR/vpS+gXioTmfgDTUMxIWLneHOgTKBgilCCCGEtEwUQDUzTBEJZg0jxqu3WzMmNyrUmLE6G7PWHhL0sCwhLPrbyqbgRKsQx59Xp7hQAMDY7glQSMVgkmV1zSiA4lbho2QUIYQQQloqCqCagZJqDbtALlPGXC7lH9roUAXevbcnAOC3I9ex8Xg+fj96Q9DZKCEs+ssNoOaO7oT+MY4jhx+eTMeXD/fDNMvcKCbA2Hm22Bfd9AleBkrAgTchhBBCiDdRABXgKmp1GPbudoz9aBe0eiO0lgBK6mC+UEyY/fpHd3zyN/57WJjFDirr/J+BUilluKVjDFITwjBtcDKkTr4xkSFyjO6WwM49Y7zw4xEf9NI3jJy0k5ECKEIIIYS0ULQOVIC7UFyNao0e1Ro9TlyvgN7ALyLBFRNiH0DlV6oxe90R3NmrNa/QhBAIIQMFAN8+NhAmE2Aw+D+g8ydu0PRt1iV0igtD99bhfuwRIYQQQojvUQYqQOkNRvyUfRXHr1Ww20prtNAbHReRAICYMLndNkZBpdrznWwiIRSRAMzV+BpbAVApaz5fMW4VvkOXy3H7J3/7sTeEEEIIIf5BGagAVKc1YOT7O3CtvI63vaRGC5XSvLir1EEGirsWlK2rZXV2BRP8jVtE4o5erfzYE/etmDoA01YeQFvLYrzNgaNhe7VaPYLl9DNCCCGEkJaDznwC0Jc7L9gFTwCQX6Fmy2ZHBsvsHldIJQhTSh1WtxNitTimnwvuSMMj6e382xk3qYLMn7/tWlaBzNGSVpV1FEARQgghpGVpPuOLWpDT+ZUOt++7WIILRTUAgPaxoY6f7GTu//FrFXjtf8dRIpBFdk0mE/4+b65glxQV7PNFdJtKYak2odELLzBtLEcZKComQQghhJCWhi4dByBnQ/EOXCxj14FqHxPisI3eyQI+724+AwA4W1CN7564yQO9bJojV61zu5hsTiBh5j5pGlp5N4AYHPztUPhECCGEkJaGMlABqLzOcXEFrcGI/RdLAQApTgKohmRdKGl0vzyJmwkTWnVAVyikEgCAphkN4XOYgaIVdQkhhBDSwlAAFYAqas0B1HMjOjlt42wI3+NDUhp8/cdWHkCxn4fyBckl7O2uCSo/9qRxFJYMlFpvaDaLzjrMQDWPt0YIIYQQ4jIKoAJQeZ0WANAlIYzd1ipcyd4OU0gRE+p4mN/skZ3x0aTemNDbeVW7racL8eJPRz3U28ZhTtY7xoXygqlAwWSgTCawwyoDHc2BIoQQQgihACoglVsyUImcoKkNp1x2+9gQiESOh72JxSLc1bs1lkzsic+m9EV6+2iH7f46XejBHruPWRA4UNdR4vZbKAsCN5Wj0XoUQBFCCCGkpQnMs9MWjhnCFxFszTLpOTWm27kw/0kpk2Bcj0REOclUAfz5LXpHNay9iCl2IRUH5p+oQipBh1jzcdidK4x5ZU3laAgfTYEihBBCSEsTmGenLVj2pTJUaczrI4UprUUUuUFTYrjrC+LKHSy4yzhTUAUAeP33k+i7OBNXy2rd7W6jMQGbNAALSDBGpsUDAP48WeDnnniGo4IRzWV+FyGEEEKIqyiACjATP9/D3g5VSLF2+iDc3ac1/m9cV3Z7W85wvobUF6AcvFQGAPj674uoVOvxzd95DtvVavX482QBu4ivJ7AZKEngBlCjLQHUtjOF0Pk4g+cNBodzoPzQEUIIIYQQP6J1oAKYQirG4A4xGNwhBgDQt20ErpXX4Y5eiS6/Rn0ByrWyOv7+nMxHmvvjUfxx7AYmDUjCkok9Xd53ffRGJgMVuDF+76RIhMglqFLrcamkFh3jnCxuHCAcD+GjCIoQQgghLQsFUAHMtlDEuifTYTIBcqnrQceRK9YFa+NVChRUWsuXL9+Riy4J1pP+ECfV8P44dgMA8P2BK54LoAyBn4GSiEUIUUhRozVAo/dcds5fHMVKFEARQgghpKUJ3Mv7xI5MInYreAKAzvHmACk2TIH37usFiViEge2i2MdnrzvC3lbKfFdOPNCLSDCY46HVN4MhfLQOFCGEEEIIZaBaunnjuqJtVDCm3pyCqBA5ct8ch22nC7F/Zalf+2UNoAI3AwU0swCK1oEihBBCCKEAqqWLVykxZ3QX3raYUIXDtp4sEtEQtgpfAA/hA6xVDrXNoIiEoyp8VESCEEIIIS1NYI+PaoFiLOs2fTO1v9f2EREsc7hd4ySL4o0kETsHKsAzUArKQBFCCCGENCsUQAWYSrV5DajO8WFe20ebyCBM6N2Kt84U4DwD5e68K1dYy5gH9p9ocxrC5yjbROtAEUIIIaSlCeyz0xZGozewJ+JhSsdZIk8QiUT4cFIfrJg6gLe9Rus4gBLB81mi5rCQLsAJoCzvp7hag2zL+lqBxtEQviuldQ5aEkIIIYQ0XxRABZAqS/YJMC+i621dEvhZrvJarcN23BjHUwvGVqp1AIAQH7xPb2LmQDHDH8d+tAsTP9+DPbnF/uxWoziqwvf8uhzfd4QQQgghxI/cCqAWLFgAkUjE+y81NZV9fPjw4XaPP/XUU7zXuHz5MsaPH4/g4GDExcVh7ty50Ov1vDbbt29H3759oVAo0LFjR6xcudKuL8uWLUO7du2gVCoxaNAg7N+/3523EpCYACpUIYXEB5mZMKWMlwEqq9E5bMddj6rT/23E17suNHnfzHpUCSplk1/Ln2yH8BVVmd/Xb0du+K1PjcXMgWofG+LnnhBCCCGE+I/bGahu3brhxo0b7H9///037/Hp06fzHn/nnXfYxwwGA8aPHw+tVos9e/Zg1apVWLlyJebPn8+2uXjxIsaPH49bb70VOTk5eP755/H4449j8+bNbJt169Zhzpw5eO2113Do0CH06tULGRkZKCwsbMxnEDCqLFkZ27lJ3vTHs0PQNioYAFDmJANlG8q9/scp7L/YtDLohVVqAECcynFFwEAhl5rXzrKdA/Xd/ss4drXC0VMEixnC1z6GAihCCCGEtFxuB1BSqRQJCQnsfzExMbzHg4ODeY+rVCr2sS1btuDkyZNYvXo1evfujbFjx2Lx4sVYtmwZtFrzyfny5cuRkpKCpUuXomvXrpg1axbuvfdefPDBB+zrvP/++5g+fTqmTZuGtLQ0LF++HMHBwfjmm28a+zkEBCYD5csAqktCGJY92BeANYA6cqUcr64/jrIaS0DlIBl2/xdZqKhznLFyRa1lvpUv36s31FfG/I5P/0bOlXJ8u/cSO+dLyJgRfNyMI+C5YZuEEEIIIYHA7bPTc+fOoVWrVlAqlUhPT8dbb72Ftm3bso+vWbMGq1evRkJCAu644w68+uqrCA42ZzCysrLQo0cPxMfHs+0zMjIwY8YMnDhxAn369EFWVhZGjhzJ22dGRgaef/55AIBWq0V2djbmzZvHPi4WizFy5EhkZWXV23eNRgONRsPer6ysBADodDrodI0/2fcGpj/cfpVVm7MyoQqpT/sbKjefMJfV6qDVanHXst0AAK3egNfvSnNaxvxycRVSExpXLVBtCaAkMAnm2Dg6Jg1hChTWacx/YyFyCa8YxwTLZ3m9rAZzRnbyXGe9QGsZaisCfy7UtdJqtI4I8nl/GnM8iPfQ8RAWOh7CQsdDWOh4CIuQjoerfXArgBo0aBBWrlyJLl264MaNG1i4cCGGDBmC48ePIywsDA8++CCSk5PRqlUrHD16FC+99BLOnDmDX375BQCQn5/PC54AsPfz8/PrbVNZWYm6ujqUlZXBYDA4bHP69Ol6+//WW29h4cKFdtu3bNnCBnlCk5mZyd7eXyQCIEFtRSk2bNjgsz6oDQAghVZvxPrfN4L5s9l+4grerb4EnU4MR2moX7f+jQuRjStzXVopASDCoQP7UH6msT33Du4xaciNq2IAYpw6cw4b6s5Arze/L1sr/r6AVO05z3XSC47dMP/9FRbkg5u8/mXTNnRQOX2a17lzPIj30fEQFjoewkLHQ1joeAiLEI5HbW2tS+3cCqDGjh3L3u7ZsycGDRqE5ORk/PDDD3jsscfwxBNPsI/36NEDiYmJGDFiBHJzc9GhQwd3duUV8+bNw5w5c9j7lZWVSEpKwujRo3lDDYVAp9MhMzMTo0aNgkxmLlledfAqcP4kWifGY9y4Pj7ri8lkwivZf0JnMKHvzcOB/eZ5bwV1Inx5WuL0eR269sS4vq0btc+3TuwA1BoMH3ILurcWxrFxdEwacnTTGezMv4SkdikYm9EZL+z/E4B9UKk2iDBu3DgP99izCrMuAXln0LpVK+SU5LPb23btg3G9En3en8YcD+I9dDyEhY6HsNDxEBY6HsIipOPBjE5rSJMmmERERKBz5844f/68w8cHDRoEADh//jw6dOiAhIQEu2p5BQUFAICEhAT2/8w2bhuVSoWgoCBIJBJIJBKHbZjXcEahUEChsC9KIJPJ/H7AnOH2zWjJXChkEp/3NzJYjsIqDZ7/4ajLz6nTmxrdT63BHGSEBMkFd2zc+XsJkpvb/Xv3JezLK4PO8r76J0fioM16UEJ7n7ZEInPWSWazuHFxjc6vfRfy97clouMhLHQ8hIWOh7DQ8RAWIRwPV/ffpHWgqqurkZubi8REx1efc3JyAIB9PD09HceOHeNVy8vMzIRKpUJaWhrbZuvWrbzXyczMRHp6OgBALpejX79+vDZGoxFbt25l2zRXTCU32xNYX4gMlgMAjl+rPzJ/clh7TBqQBIC/bpW7NDrzPCGl1HmGKxAwZcwB/mcX76A8e52ThYqFginsoZRJHG4nhBBCCGkJ3DoTf+GFF7Bjxw7k5eVhz549uPvuuyGRSDB58mTk5uZi8eLFyM7ORl5eHn799Vc88sgjGDp0KHr27AkAGD16NNLS0vDwww/jyJEj2Lx5M1555RXMnDmTzQw99dRTuHDhAl588UWcPn0an332GX744QfMnj2b7cecOXPw1VdfYdWqVTh16hRmzJiBmpoaTJs2zYMfjfAw2Qu5HwKoiGDXIvLkqBCogixDDtWNnwzILDyrkAX2Ws/cAIqrc7x9cY0rZa6Nu/WXUkvVxcgQOW87E+wSQgghhLQEbg3hu3r1KiZPnoySkhLExsbilltuwd69exEbGwu1Wo0///wTH374IWpqapCUlISJEyfilVdeYZ8vkUjw+++/Y8aMGUhPT0dISAgeffRRLFq0iG2TkpKCP/74A7Nnz8ZHH32ENm3a4Ouvv0ZGRgbb5oEHHkBRURHmz5+P/Px89O7dG5s2bbIrLNHcsBkoJyfl3hTn4oK2SVFBKKk2VzpsbAZKbzBCb6mZrfDDe/UkZ8HuqLR4fPLXOcSFKXC9wlxd8UpprcPASijKLWXso4L5AZSaAihCCCGEtCBuBVDff/+908eSkpKwY8eOBl8jOTm5wQpyw4cPx+HDh+ttM2vWLMyaNavB/QWCilodDl0pg8Fgwsg050Egs96OPzJQqQlh+O2I/fY5ozojXqXASz8fAwB0iA3FqRvmoWq2i8c6svt8MZ5fl4M3JnTH6G7mOWxMpkMsAoLlAb4OlIMAMDJYhrRWKpxcNAYSsQiz1h7CxuP5OFtQjRFdhXsRoLTWnFG0zUCpdbQOFCGEEEJajsA+O20mjl+vwLQVBwAAkwYkYeatHZEQZj9kjgmgZBInCy95UVqi40p4z44wr11kMgF6owmtIoLYOVqOFo+1NW3lAWj1RjzxbTbylowHAJwtqAYAtIsOcToELlCEB9kfx5SYEADW4Oqm9tHYeDwfm07kY8Zw/1erdIZZODnSZjinWk8ZKEIIIYS0HIF9dtpMtI2yrkH1/YErmLEm22E7JiDxR1CR1oofQHVrpcIPT1qLdkwa2BYP3ZQMwFrkQudCAOUoS3WusAoA0DEutNH9FYrbUuN4xxeAXZaRuX/8WkWT5o15W1mtszlQlIEihBBCSMtBAZQAJIYrIRVbs0rOKt35swpfXJgCUZwT508f7IuBKVEO2zJDDPWGxi2iy2SghDwfyFUhCin+nDMMn03pCwCIDpHjHzen8Nq0jghC26hgGIwm5Fwp90MvXcNkoOzmQFEGihBCCCEtCAVQAiCViNEmMqjeNkajCWv2XQbgnwBKJBIhLsy6hlZ9wwillse2ni7E/3Kuub2v85YMVKf4wM9AAeaM4bgeidj6z2HYMnuoXRlwwDzHDAAuFNX4unsu0egNqLGUK4+kIhKEEEIIacEogBKIJM4wL5GD2GTHuSL2tr8q04UprVPm6htGyA3wnvs+B0ajCb8fvY5iS3U+Z4qqNPjj6A0cyDMvMNutleN5V4GqQ2wookPtF3IGgHaWeVEXi4UZQJVbCkhIxCLe3wFARSQIIYQQ0rJQEQmB4M6TETuIoAor1extR4UJfIFbEa++SoC2GbIdZ4swa625quKFN8dBbBmuyH1PAHD3Z7txtawOgDlY6xDbPDJQrmgXbQ6gLpUIM4Aq5RSQEIv5f5+UgSKEEEJIS0IZKIFIjuYGUOb/m0zWeU/MukiAdYicryk5i9rWN4xQLuX3b39eKXv7l8PWIX0Tlu3mtWOCJ8CcrRE5SsU1U+0sxz+vRJiL6TIFJCIsw/eY6ouAddFjQgghhJCWgAIogeBmoBRSCUwmE947JsEdy/agTmvAJc6JtUrpnwyUVGz9cwlyMI+HYRtcMcUHAGDlnosAgIJKNbuArK3EcCXeuqdHU7oacJghfFdKa6F3oXqhrzGV9pjjPmdUZ/w8YzAAykARQgghpGWhIXwCERumZG8rZWJUqfW4WiMCamrx6Ir92H/RmsUZ3iXOH13ksR3GxcUNtAAgjzMsjSmScMNJ8PTlw/3YBXVbkgSVEgqpGBq9EdfK65BsGdInFExJem72k5kLRRkoQgghhLQklIESiF5twtEvORIAUFytxfazxexj3ODplfFdIaknePEqF3drNPHLl18vtwZLtVoDdp0rQmWduShBTKgcfzx7Cx5NT8ayB/u2yOAJMAekyQIexscMIZVxgmOmmAlloAghhBDSklAAJRBSiRg/zxiMe/u1AQC8l3nOYbsYJ1XcfMHVsK1Go+fdv1FRx7s/dcUBnLphXuuqQ2wourUKx8K7umN8z0RPdDNgJUWaA6hrZXUNtPQ9Rxkophy7WmeAydS4Nb8IIYQQQgINBVAC88TQ9gCcD3HzZwCV5mJZ8aGdY9G3bQR7X2ezoK7BaMJbG08DAFR+qigoRJGWhYrL67QNtPQ9ZlFkKWd+m1JqDqCMJvtjTAghhBDSXFEAJTCd48PqXVQ3Jkzu9DFve+yWFDxzW0f89+nB9bZTyiT45embcX//Ng2+5rDOsZ7qXsCLsASTFZY1l4SEyUDJOMNHFZyqjGo9DeMjhBBCSMtARSQEKC5MwSvpzeXPDJRCKsE/R3dxuX1D61XNzeiCh25Kbmq3mo2IYPPnVS7EAMrIZKA4AZRUDJHIXG5frTP4rTokIYQQQogvUQZKgGLDnAdJkcH+y0C5KzWBP+Tv/ft7sbdv75mImbd29HWXBC1UYb6eUW0zh0wImNLq3BL1IpGILSTBlDknhBBCCGnuKAMlQAqp8zWW/FaBrxG6tw5nb0cEy3BP3zYY3zMRx65WoG/bSD/2TJhklmBEJ8B1oJg5ULZrfCllEqh1RmhoCB8hhBBCWgjKQAlQIAVJ9Wkfa13LiCl1rZBK0L9dVL3rSLVUTIlwpmS4kOiMlip8NseNKSShpgwUIYQQQloICqAESCxyHFz8PCPdxz1pGm62gk6wG8bML9qTW4xBb/6JzSfy/dwjK0dV+ADzos8ArQVFCCGEkJaDAigBkjg5Kv2So3zbEeJTTHCi1hlRUKnBk99m+7lHVtY5UDYZKBlloAghhBDSslAAJUDNZQgfADw4qC0AYGAKBX8NkUuEe9zZKnxi/k+G3DJvq6hajfOF1T7vFyGEEEKIr1ERCQHiBlCJ4Uqni+oGglfHp6FH63CM6Brn764Inm1wIiRavSUDJeUHecycqNnrjgAAMmcPRaf4MN92jhBCCCHEh4R7xtaCcWsILJvcC53jQ/HOvT3916EmCJJLMHlgW8SFKf3dFcGTOshA6QVSka9abS6tHqbgX3OxDfq2nynyWZ8IIYQQQvyBMlACVKW2rgOUlqjCltnD/Ngb4iu2JcIB85pQEQJY+6tKY17cN8xmsVzboK+OikkQQgghpJmjDJQA6fTWrENzmg9F6mdbIhwAymp1fuiJPSaoD7XJQNn+fdZqKYAihBBCSPNGAZQAGU3CWweIeB+zkC7X1bJaP/TEHhNAhSn5AZRt1qxOqwchhBBCSHNGAZQACXAdVeIDMgdFJK6X1/mhJ/aq1I6H8FEGihBCCCEtDQVQgkQRVEvkqIiERu//IhJlNVrkFtUAcJSB4vdZK5CiF4QQQggh3kIBlABRBqplclREQiuAAGrx7yfZ27YBlMQmayaE/hJCCCGEeBMFUAJEc6BaJlWQNThhCkoIIQO190IJe9u2iITMZggfBVCEEEIIae4ogBIgykC1TJGccuXMcD6dAIbEXecs5Bxql4GiIXyEEEIIaVkogBIgE2WgWiTuED4RzIGJvzM63P0nqJRQSCW8x6U2ww6FkDEjhBBCCPEmCqAEiIbwtVwxoeYs1PAusQD8H0BdKjEXjwiSSbD7X7fZPW67dpUQMmaEEEIIId4kbbgJ8TWKn1quv14YjrIaLX7OvoqN8H9AotaZ9x8RLHO4qLNt5UB/B3yEEEIIId5GAZQAUQaq5VIpZVApZZBbFtX195wig+VvUSyyD54A+wwUBVCEEEIIae5oCJ8AUREJwsyH8vecIoPRvH9Ha1SZt9uUMachfIQQQghp5iiAEiAqIkGYDJTO4N+/BSYekjjJQEWHyHn3KQNFCCGEkOaOAigBSooK9ncXiJ8xGSit3uDXfhgs6VCxg/lPANDW5m/VlTlbBqMJecU1Te8cIYQQQogfuBVALViwACKRiPdfamoq+7harcbMmTMRHR2N0NBQTJw4EQUFBbzXuHz5MsaPH4/g4GDExcVh7ty50Ov1vDbbt29H3759oVAo0LFjR6xcudKuL8uWLUO7du2gVCoxaNAg7N+/3523ImivjE/D3b0T8UyavuHGpFkSTgbKvH/buU6MttH8AEqjcx5AafVGvLXhFIa8/ReGv7cdP2Vf9VxHCSGEEEJ8xO0MVLdu3XDjxg32v7///pt9bPbs2fjtt9/w448/YseOHbh+/Truuece9nGDwYDx48dDq9Viz549WLVqFVauXIn58+ezbS5evIjx48fj1ltvRU5ODp5//nk8/vjj2Lx5M9tm3bp1mDNnDl577TUcOnQIvXr1QkZGBgoLCxv7OQhKVIgc70zsgY7h/u4J8RcFU0TC33OgGigikRTJD6CqNHos35ELtc4+c7Zyz0V8sfMCuzDvx1vPebi3hBBCCCHe53YAJZVKkZCQwP4XExMDAKioqMC///1vvP/++7jtttvQr18/rFixAnv27MHevXsBAFu2bMHJkyexevVq9O7dG2PHjsXixYuxbNkyaLVaAMDy5cuRkpKCpUuXomvXrpg1axbuvfdefPDBB2wf3n//fUyfPh3Tpk1DWloali9fjuDgYHzzzTee+EwI8TvrED5hFJFwVMIcAEIU9oU8l2w8jQW/nsDxaxVY8OsJVNTqAAAH8sp47Zy9JiGEEEKIkLkdQJ07dw6tWrVC+/btMWXKFFy+fBkAkJ2dDZ1Oh5EjR7JtU1NT0bZtW2RlZQEAsrKy0KNHD8THx7NtMjIyUFlZiRMnTrBtuK/BtGFeQ6vVIjs7m9dGLBZj5MiRbBtCAp1cIpAy5kwRCTeDne8PXMHtn/yNlXvysPB383ebCaQYFD8RQgghJBC5tQ7UoEGDsHLlSnTp0gU3btzAwoULMWTIEBw/fhz5+fmQy+WIiIjgPSc+Ph75+fkAgPz8fF7wxDzOPFZfm8rKStTV1aGsrAwGg8Fhm9OnT9fbf41GA41Gw96vrKwEAOh0Ouh0OmdP8wumP0LrV0vmy2MiFpkjF43O4Ne/Aa1l32KR8/fdPiYEF+opCrH/Qgl0Oh3KajW87fW9pivoOyIsdDyEhY6HsNDxEBY6HsIipOPhah/cCqDGjh3L3u7ZsycGDRqE5ORk/PDDDwgKCnKvh37w1ltvYeHChXbbt2zZguBgYVa+y8zM9HcXiA1fHJNzFSIAEpRWVGLDhg1e358zh0vM/agoK3Paj3sSgfeKnf+UlNfUYcOGDSgulwCwpp1KK6o98t7oOyIsdDyEhY6HsNDxEBY6HsIihONRW1vrUju3AihbERER6Ny5M86fP49Ro0ZBq9WivLycl4UqKChAQkICACAhIcGuWh5TpY/bxrZyX0FBAVQqFYKCgiCRSCCRSBy2YV7DmXnz5mHOnDns/crKSiQlJWH06NFQqVTuvXkv0+l0yMzMxKhRoyCTyfzdHQLfHpPDl8vx6cn9UAQFY9y4IV7dV32MR28AZ48hNiYK48YNcNouqsM1vLz+hMPHQpRKjBs3DAuObAO01is7HVvV/5oNoe+IsNDxEBY6HsJCx0NY6HgIi5COBzM6rSFNCqCqq6uRm5uLhx9+GP369YNMJsPWrVsxceJEAMCZM2dw+fJlpKenAwDS09PxxhtvoLCwEHFxcQDM0aZKpUJaWhrbxvaqdGZmJvsacrkc/fr1w9atWzFhwgQAgNFoxNatWzFr1qx6+6tQKKBQKOy2y2Qyvx8wZ4Tct5bKF8ckWGleoFZnMPn1+IvEEgCAVCKptx8P3tQOy7ZfwLXyOrvHFDLzc9WWEueTBiTh+wNXEKb0zOdI3xFhoeMhLHQ8hIWOh7DQ8RAWIRwPV/fvVhGJF154ATt27EBeXh727NmDu+++GxKJBJMnT0Z4eDgee+wxzJkzB9u2bUN2djamTZuG9PR03HTTTQCA0aNHIy0tDQ8//DCOHDmCzZs345VXXsHMmTPZwOapp57ChQsX8OKLL+L06dP47LPP8MMPP2D27NlsP+bMmYOvvvoKq1atwqlTpzBjxgzU1NRg2rRp7rwdQgSLqcLnysK03qS3rAPlShEJR8ETYC7JbjKZUGcpbd4xLhQA2ICKEEIIISSQuJWBunr1KiZPnoySkhLExsbilltuwd69exEbGwsA+OCDDyAWizFx4kRoNBpkZGTgs88+Y58vkUjw+++/Y8aMGUhPT0dISAgeffRRLFq0iG2TkpKCP/74A7Nnz8ZHH32ENm3a4Ouvv0ZGRgbb5oEHHkBRURHmz5+P/Px89O7dG5s2bbIrLEFIoGIW0tX4uYy50Y0AyhmD0cR7H5HB5uxanYO1ogghhBBChM6tAOr777+v93GlUolly5Zh2bJlTtskJyc3OHF8+PDhOHz4cL1tZs2a1eCQPUIClUxiDlj8vQ4Uk4FytpAu17IH+2Lm2kN222u1BtRqrcFSVIglgNJSAEUIIYSQwOP2OlCEEO9jMlD+HsJnMJkDKKkLGajxPRORt2Q8nhjanre9VqtHldpcPEIpE7OL7xZWqbH9TCHUlIkihBBCSAChAIoQAVJIzMUbjCZA78cgqjFD+FqFK3n31XojLpeay4K2iQxGkMz83oqrtZi64gBe/+Okh3pLCCGEEOJ9FEARIkAyqTVg0foxgGKH8LkTQEXw14TTGYzIKzEHUMlRwQiS8392Vu+93MReEkIIIYT4DgVQhAiQXGL9aur0Jr/1g8lAuTKEj2EbQJlMwBc7cgEAydEhUFoyUIQQQgghgYgCKEIESCoRg4lZNAb/zRFi5kC5UkSC0domgAKAq2XmEufJ0cGIC1MiTMmvX1Nao21CLwkhhBBCfIcCKEIEilkLyp+V+AzsHCjXnxMR7HwRuniVEnKpGLf3bMXbvvt8caP6RwhpGQxGE1XuJIQIBgVQhAiUtRKf/4bwWQMo138qRPVkq7omhgEARqfx12yjAIoQ4kyd1oDJX+5F+pKtqNbo/d0dQgihAIoQoZILIAOlb0QGCgCeHt4B4UH2majk6BAAQEyogrd91zkKoAgh9i4UVaPr/E3Yn1eK8lod9l0o4T1+IK8Uy3fkUmBFCPEpCqAIESghrAXFljF3Yw4UALw4JhWHXx2FELm1YESvNuHsbVUQfw7UtfI6dl/edr28Dp9vz0VFrc4n+yOENN6K3Xn1Pv7Q1/uwZONprN57yTcdIoQQANKGmxBC/IFZcLaizn8n+kwRCXeG8DHEYhFkUjFgmbcg5aSxHGWntAYjlGLvV+h78Ku9yCupxYWiarx7Xy+v748Q0njBcv5vAjfTZDSaoLFk6C+V1Pi0X4SQlo0yUIQIFFPN7pqlgp0/NKaIBJeM80SZxJrFClPaB1Aanfczbdw1qbafLfL6/gghTRMs51/nvVGhBgCYTCb8cvgau92dxb4JIaSpKIAiRKDaRJoDqKtltX7rQ2OKSHDJeQGU9bZELMLvz9yCn2ekW8u1671bYaugUo3eC7ew98MUlIAnROhCFPwM1MnrlQCAracK8cKPR9jt/pwrSghpeegMghCBSooKBgBcCeAMVCgnSLFdS6p7a/OcKIVUgjqdgR2K4y17L5SghlMGWWfk709nMPKCPEKI/wXZDOErrDJnoPZd5BeToCIShBBforMFQgRKUBkoN4tIMBbd1Y297WwNF4XM/DPk7QDKdv9Xy+rYAh1f7MhFjwWbkXOl3Kt9IIS4RwT+b0+5pfiL1OZiR1kNFYUhhPgOBVCECFSbSHMG6qo/M1BNKCIBAIPaR7O3NU6qCSqkTADl3SF8JTVa3n2TyRq0vbXxNNQ6I/75Q45X+0AIcY/BJlN8Or8KAOyyxVfLnV9oMplMOHKl3K8FeQghzQsFUIQIFJOByq9Uez24cMZgaNoQPi5ncxQUUvMQHW9noEqqtXbbNDr+50onWIQIi97B8gYnr1dCLuFnpq6U1uGZ7w6jvNb+e/73+WLctWw3Hvgii922cvdFLPztBEwm/y1UTggJXBRAESJQ0SFyBMkkMJmAG+Vqv/SByUCJPVDhSuskCGQyUGqdd4PE0hqNfZ9ssmLltDYUIYKiN9gHOPsulkDkYFjxb0eu480Np+y2bzqeD8CavTKZTFjw20ms2J2H7EtlHu4xIaQloACKEIESiUSceVD+GcbHLG4r9UAA5azMcKjSXGiiss67k8CZIXxL7+vFLvD7n6xLmMup5OXoajchxH+438knh7UHABy/Vslmj8f1SIBSZj2VOVtQbfcaCSole7usRsv7rSmqsr+wQgghDaEAihAB83chCebkxbaCXmPclhrvcHtsqAIAUFTt3RMZZghfVKgcckvW6/Ptufgx+6pX90sIaTxmDtTkgUkYkBwFADh+rQJ1lgAqKTKYtzB3rdb+Qgw3CDtbUMX7rSmusR/yRwghDaEAihABYwpJXPFTAFVqObloyiKVP89Ix5ND22P2qE4OH48NMwdQxV6+Esy8l+gQeb3lyg2UhSJEMHTsPEwRu/TBucIqlFqq7illEpsAyn4ocJXaGlQVV2tRUWcNmvy5UDkhJHDROlCECFhSlP+G8JlMJvx9vhhA0xap7JcchX6WK8eOxPggA2UymdgAKipEjsJ6grWSag3iOEN+CCH+Y2CHEYsRr1IgJlSB4moNDl8xz10KkvMDKEdD8qrU1rmNNVo9NDpr+2vlFEARQtxHGShCBMyfpcy5VfGue/Ekg8lAeXMuQrVGzxaMiA5R1Ns2v9I/BTsIIfb0nHmYIpEIPVqrAAAXimoAAEE2GSiN3mhXtbSSE0DVcn4LAO/+thFCmi8KoAgRMGYO1JVS3w/h03FOMrQOKmF5ChNAFXoxcGHmPwXLJQiyFJBwpowq8REiGHrL75DEUra8W6tw3uNBMglUnAAKAH7Nuc67zx3CV6M18DLq2ZfK8Nn287zfO0IIaQgFUIQIWJIlA1VYpfF6mW9b3JMMvRdPLlITwgAAx69XOlzDxRNKOMP3AODefm0AACNS4+zaVtJaUIQIht6mEihzUYmhtBnCBwD//vsi7z4vA6XV2y1f8M6mM/hq1wWP9ZkQ0vxRAEWIgEUEy9iS274easI9yaj1YvCWHB2C1IQwGIwmZJ4s8Mo+uAUkAOCdiT1xZP5ovDgm1a4tLaZLiHAwVfWUlgW3mYw1I0gmQUSQnLftdH4V74ITNwNVrdY7zDbtv1jqsT4TQpo/CqAIETDzWlD+mQel01uH7Q3rHOvVfY1KM5c433vBOycx1RpzUBSmNF+pFotFCA+W2V25BiiAIkRImIIvcSpz4JQUFcx73DwHyr4eFjdo4maVb1SoHRbFqVZ7dx06QkjzQgEUIQLHzoPycSlzrcF6BXdi3zZe3RdTia9O552TGL1lDpdUwi/HHhFsH0Bxh/sQQvyrsNISQIWZK2N2jg/Dk8PaQyQy/270TApHeD3fY5PJxAumrpbVOQ6gNBRAEUJcR2XMCRE45oqrrzNQTBW+2DBFk9aBcgWzsG1TyqXXx2Azj4KhlNkXlPDHHKj8CjVmrT2EHm3C8dod3Xy+f0KEislAcYfuzRvbFQ8NSoZSJoFKKeMN4QuWS1CrNaCoSoMOsaFQ64y8hXSvlNXyKowyKIAihLiDMlCECByTgfL5ED5L1kZez6KznsLsw9GJjScwJ1CuBIL+GMK37UwhDl4qw4rdebw1awhpyfQGI0pq+EP4GElRwWxQ1b9dJIZ3icX0ISloHxsCANhywjyf0jajXKXWY+upQrt91VAARQhxAwVQhAicv0qZM9kghdT7PxMKmXczUEwVQWk9wWCQJRvljwDKaLJeIb9YXOPz/RMiRCU1WphMgFhU//ptYUoZVk4biP8bn4ZebSIszzUHXswFifAgGVtEJutCid1rUAaKEOIOCqAIETi/FZGwBB0yH2agbMsLe4ptKWSuyQOTIJOI8EJGFwBAZZ3vT6R0nMAxt6ja5/snRIiY+U/uDCMemBIFwDwsFgAqLN9nVZDUrgQ6s4QCYM24E0KIKyiAIkTgmLWgiqt9uxYUkw2S+yAD5as5UI5Owt68uweOvpaB3knmBTr9kYHiztHILaQMFCEAUFhlDoKYAhKuiFeZ2xZYFuZmMlBhChl7MYpxm806cN76/SGEND8UQBEicKogKcIU5novV31YiU/jhwDqxPVKu8f+l3MNWbn2Q27cUV8GSiQSIYizGKc/Aihu5u3TbedRZJk4T0hLVsBW4HM+fM9WgiWAyq9U8yrwqYKkdvOobLPrzLA/QghpCAVQhAicSCRCa7aUue+G8VmH8Hm3Ah/An2d1+HIZe/tKaS2e+z4Hk7/ay16NZlwsrsGWqyJsPW0/IdyWtYy58588lSWAqlTrYDT6djgPd80tAJj81V6f7p8QIWIzUCo3AqhwcwCl1hlRqdazRSTClDI2m89gFullVNFaUIQQF1EARUgA4JYy//tcMY5drfD6Pq1D+OxLfXtardY6NLGckwHirn1lW0TjuXVH8ccVCZ5ak4OSag1Ka7QAgG+z8rD+8DVeW4PRUkSinnkUKssiuyYTUK317YmU3sgfOnS+kOZBEWItYe76ED6lzJpNLqhUQ60zf7eC5RI8OKgtr61EzD8F8uUQaUJIYKN1oAgJAMzk5/c2n0FFnQ4xoQocfGWkV/fJDCvzRRnzjnGh7G1u9oc7lE2jM/La5HKq1fV7/U8AwM8z0vHq/06YtyVHsoGnK2XMlTIJFFIxNHojKmp1bEDlC46KZ5y4XoFurcJ91gdChKbMclEkJlTeQEu+BJUSFXU65FeoecVwuOu+RYfI8fiQFOw8W4STN8xDh9U6mgNFCHENZaAICQDM5Gdmfk5xtQZ7zhd7dZ/MiYdc6v0hfInhQYi3DNPhlhNmTqAA/hpRO84VOZzwvXrvZfb29west50tpGvLX/Og9A4qgL296YxP+0CI0DCV8dytBBofbp0HxVS4ZF5jzeOD0LNNOFZOG4iYUAU2PDcEXRNVACgDRQhxXZMCqCVLlkAkEuH5559ntw0fPhwikYj331NPPcV73uXLlzF+/HgEBwcjLi4Oc+fOhV7PHzKzfft29O3bFwqFAh07dsTKlSvt9r9s2TK0a9cOSqUSgwYNwv79+5vydggRLNvyuwDw4Nf7sOn4Da/tkx3C54MMFAD0SYoEAFRy5iFwMzMavfnkZu+FEsxYne3wNbhB1fYzRextnQtzoABrAGW7+Ka36RxkoC6XUDU+0rIxQ29dLWHOSLBcjCngZKDklrmcN3eMwa+zbkGPNtbsrtKyDl0dBVCEEBc1+szowIED+OKLL9CzZ0+7x6ZPn44bN26w/73zzjvsYwaDAePHj4dWq8WePXuwatUqrFy5EvPnz2fbXLx4EePHj8ett96KnJwcPP/883j88cexefNmts26deswZ84cvPbaazh06BB69eqFjIwMFBY2PKGckEBjO/mZ8dTqQ17bpy+r8AFApGWRS+5cJ+7aLGqdEdmXSvGPlQeg1hkxvHMMUsP5gccfx6wBZVmNFjlXyvH1rgvsSVRDGaiIYHMAVV7r/wDqermaXQCYkJaI+fo39L21xZYyr1JD60IWS2mZ50kZKEKIqxp1ZlRdXY0pU6bgq6++QmRkpN3jwcHBSEhIYP9TqVTsY1u2bMHJkyexevVq9O7dG2PHjsXixYuxbNkyaLXm4TrLly9HSkoKli5diq5du2LWrFm499578cEHH7Cv8/7772P69OmYNm0a0tLSsHz5cgQHB+Obb75pzFsiRNBaO8hAMZjMjKf5ciFdABiYYv4t+XLnBey9YC5bzs0oHcgrxdRvDqBWa8AtHWPw6aReUNRT3yK/Uo0Jy3bj9T9O4bv95uF8DV3Jjgk1X7kurFTX287Tfj9in0nUGow4W0DFJEjL1dgMFFP2vLBSY/0dq+dCEJOB0tAcKEKIixp1ZjRz5kyMHz8eI0c6nsS+Zs0axMTEoHv37pg3bx5qa61XlLOystCjRw/Ex8ez2zIyMlBZWYkTJ06wbWxfOyMjA1lZWQAArVaL7OxsXhuxWIyRI0eybQhpTpihZY4UVHhn7RJfLqQLAJ3jw9jbk740l/HmVqdbs+8yqjR6DEyJwleP9IdCJkF9XeNWIq9vHSgu9sTLy+swmUwmdq6XyWRClcZx1b/zRRRAkZaLmRvobgAVFWL+HpfVal26EMQUl1B76WIUIaT5cbsK3/fff49Dhw7hwIEDDh9/8MEHkZycjFatWuHo0aN46aWXcObMGfzyyy8AgPz8fF7wBIC9n5+fX2+byspK1NXVoaysDAaDwWGb06dPO+27RqOBRmM9MaqsNFfe0el00Ol8v3hmfZj+CK1fLZlQj0lpdR0SVTLkldTgy115eHJICpKjHQ/5c4faUspbIvLNe24Tzq+0pdPp2D4w+iSF44spvSEVGaHT6eBufQsRTPW+l+gQc6CaX1Hn1fe86PdT+O7AVayc2g8H8sqctssrqhLc35szQv1+tFTN4XiwQ1iNRrfeR7jSHCyVVGuh0Vl+x+r57jPxmVqr99rn1RyOR3NCx0NYhHQ8XO2DWwHUlStX8NxzzyEzMxNKpeN1GZ544gn2do8ePZCYmIgRI0YgNzcXHTp0cGd3HvfWW29h4cKFdtu3bNmC4OCmn3B6Q2Zmpr+7QGz475hYv67Pd9djzXkJitQi/LXzb1xSAUuOSHCjVoTMY1exsF/Tr6SeuygGIMblixewYcP5Jr+ea6zv8adfN+DcFXMfACApxIQHEkqwc+sWa2uxe9mxmqunsWHDKaeP3ygUAZDg5IWr2LDhstN2TbHtugjrL5mveD/0zUF2e5sQE67W8CPCbYfP4vqFM+gfa4IsQGqm0m+WsATy8SgplQAQIefwIRguub649Y1aAJCioLwaFy9VARAj99wZbKh1fIG14Ib5d+bEyZPYUH7C6euWa4AbtSKkRpggamRx0kA+Hs0RHQ9hEcLx4I6aq49bAVR2djYKCwvRt29fdpvBYMDOnTvx6aefQqPRQCLhT0oYNGgQAOD8+fPo0KEDEhIS7KrlFRQUAAASEhLY/zPbuG1UKhWCgoIgkUggkUgctmFew5F58+Zhzpw57P3KykokJSVh9OjRvHlaQqDT6ZCZmYlRo0ZBJvPdejTEOX8fk3nZW9kFZ2c+MA6bl2WhKL8KvfoNxNBOMXguyxxYlGtFWHQ0GF881Ae92jR+HaE9/zsB5F9DWmpnjBve3iPvoSHMewAAWdve2HngOAAgPkyB9c8MhoozlFGn0+HnL7ey94d0jMau8yVOX3vSgDZ4/o6uENVz5hN6rhjf5R4ClCqMGze4KW/Fqede3eJw+8RBHfHRX7m8bYdLxDhcApw3ROC7xwd6pT+e4u/vB+FrDsfj68t7gepKDBzQH7d2iXX5ecXVGiw5sgM1ehFOVckA6NGjexrGpSc7bL/jl+M4WHwdnTqnYtzQFKev22PRn1DrjFj+YG+M6Brn1ntpDsejOaHjISxCOh7M6LSGuBVAjRgxAseOHeNtmzZtGlJTU/HSSy/ZBU8AkJOTAwBITEwEAKSnp+ONN95AYWEh4uLMP0CZmZlQqVRIS0tj22zYsIH3OpmZmUhPTwcAyOVy9OvXD1u3bsWECRMAAEajEVu3bsWsWbOc9l+hUEChUNhtl8lkfj9gzgi5by2Vv47Jvx8dgFlrD2HBnd0gk8kQojB/fY9dr8KZwhqEyCWosQRYJTVa/GNVNo4uyGj0/pj51Eq51Gfvl/seXvj5OLv9kcHtEK2yzxJzQ6FPp/RDr4WOgxMAWDKxV4P7T4wIAQAUVWu98p65iwTbur1XawzuGItfj1xHgkqJpZln2ccOXirHn6eLMbZHosf75Gn0myUsgXw8mBF8Crl77yFWZT0XqbIsi6Cs5zXklip8EInq3Q+z0O6O8yUY07O1y/3hCuTj0RzR8RAWIRwPV/fvVgAVFhaG7t2787aFhIQgOjoa3bt3R25uLtauXYtx48YhOjoaR48exezZszF06FC23Pno0aORlpaGhx9+GO+88w7y8/PxyiuvYObMmWxw89RTT+HTTz/Fiy++iH/84x/466+/8MMPP+CPP/5g9ztnzhw8+uij6N+/PwYOHIgPP/wQNTU1mDZtmjtviZCAkd4hGgdfGclmUIItAdSHf55z2L5SrcfSLWcwoU9rdIgNdXt/TAlxX60DBQDrnkzH7Z/8bbfdWR+48UiwXIK4MIXDAhBfPtzPpf3HWdaPKakxTz73dAXC8noW6O1kKaIxqH00fjhwxe7xPbklARFAEeIpri6AbcvRem+KeirOMEUq9PVc4OBSU7U+Qlo8j54dyOVy/Pnnnxg9ejRSU1Pxz3/+ExMnTsRvv/3GtpFIJPj9998hkUiQnp6Ohx56CI888ggWLVrEtklJScEff/yBzMxM9OrVC0uXLsXXX3+NjAzr1fQHHngA7733HubPn4/evXsjJycHmzZtsissQUhzwh1+Fiyrp4a3xSd/ncftH9sHJK7QWipS+aoKHwB0bx2OX562HzqndbIeEnerTCLGL08Pxqu3p2HGcP58y26tXRvKGBUsZ0/Wiqs9X4mvmrNI8IqpA9jbf84ZxmsX7KA+e5WPF/clxN8MpsZV4XMkOcr5PGfmO29wMYCq01K1PkJaOrer8Nnavn07ezspKQk7duxo8DnJycl2Q/RsDR8+HIcPH663zaxZs+odskdIc6Z0sapAnc4Ak8lU79wfR/yRgQKADjH22bJTNxyPSQ6yiTPaRAbjsVtS8OdJ/vxImcS19y4WixATqkB+pRqFlRokhjtff6sxmBPCMKUUw7vE4omh7REbqkDHOP57FnEGJz45tD2+2HkB63Ou45HB7dC3rf3ae4Q0R0xA44kAqhNnmQRbEksxGlczUN5ae48QEjgCpK4TIcSWO5mhRb+fdPv1fb0OFCM8WIboEH5J8wcHtXXYNkbp+IRnWJdYRAZbxzHL3KjWxwzj88ZaUNyFQUUiEV4e1xXTh9oX6BjcIRptIoMw7eZ26Nkmgt1+z2d7PN4nQoRK38iFdG2plFJE2fymcEkl9Wegdp8vxux1Oex91+sBEkKaqyZnoAgh/uEssHn19jTUaPR4n1OEYMXuPLx2Rze3Xt9fARQAdIgNRUlNKQDgyWHtMbhDjMN2A2JNKFPG4Sabx2USMe7o1Qr/ybpkvu/Ge7AupqtuTNfr5eqCvpEhcvz90m0AgF3niniPVWv0CFXQTzdp/gyGxs2BsrV59tB6H5c0MIRvytf7ePddTFQRQpoxykAREqDkDqpeAkC8SoH7+rex216t0Tto7Rwz78jThRRckcSZr9A+JsRpO6kY+HRyb0y72b70cP92UZx2rp+ARQabr1SX13p+zlFjhiQN4LwPALj3c8pCkZbBE3OgwoNkDQ7FlYjcmwNlMlEERUhLRwEUIQHKWWZIJhEjWGafoSh2c0iaPzNQXCI07uQpPsy6ZIE7QWC4Za2pSk7FvPOF1ajVuheAOsIGUG7MR1PKJMhbMp69fzq/qsn9ICQQeGIOlCtPtVbhc626npECKEJaPAqgCAlQzgKbwioNguT22akiN6vKWTNQTZ/A7S5u1T13+83o3TYCbSKD0Dspwq0TsAjL3CkmA5V9qRQj39+Bu5c1PfPDDOGTNOIzfX5kJ/a2WkeT2Enz5+qQV0feu68XwhRSfDal4SUMqAofIcRdNJCekADlbF2TAe0iHQZXlfWsQeSIzhLE1Ld+ii9EBDduUT2FVIJtLwx3O3/FZKDK67QAgF9zrgMAzhQ0PfNjXdfG/c/02ds6sWt+ldfqkBDecBl7QgIZMwdK0ojvy7392uCePq0hdiH4Yi5o6A32AZSj4Xp1tA4UIS0eZaAICVCOMkP/m3kzUhNUAIB9L4/AjrnD0adtBADXr64y2CF8TuZaeRN3iMy9/eznc7lKJhE7XFSzPqFK83WlWstVZnefXx/mGDRmRJK5xLp5flZZrdZjfSJEiIxGE2otmdYgF9a8c8SV4AmoPwNVWmP/XavzwHBed+y7UIIBb/yJb7PyfLpfQohzFEAREqC46zPJpWJseHYIeiVFsNviVUokR4ew823cHbfPBFAyqe+H8HGv+iqkvg3gguXmAKpGo8fBvFJsPHbDYb8aoykZKACIsBS4cHRSR0hzUlKjhcFogkgE9sKBt9S3DlR+pX01zlofDuGr0xrwwJd7UVSladRyFIQQ76AAipAAJecEFn/9cxjSWqkcthOzV1fde31mHpKvF9IFAH/O0Q6xBFCHLpfj3uVZuF5hPYH6/sCVJr22vomT4ttaqhM6W1iYkOaCWUYgOkTu0SywI2wGysEPT2Gl/RxMX86BWnfgMntbZzDhalmtz/ZNCHGOAihCAhR3blJ0iMJpO6mbFaYY/qzC588AKljhPOPFXVurMYxMBqqRhTluam8uaZ6VW9KkfhAidNVq8zA5lbJxcyDdwa4D5WAOlKMMVJ0Pi7jklfADpuvlnl+fjhDiPioiQUiAGpkWj9gwBeJVCodV9xjMyYE7Q/hMJpNfM1BKmf+u7TAZKEeKqjTQ6A2NHlaoZ+dANTaAigYA7L9YCr3B6PUr84T4C/v744MLOPVdZMqvsA9Y9EYTtHqjV/tWUKnG7vPFdlVImQtbhBD/ogCKkAAVHiTDtheGN1hmXCxyfwifwWhis0D+yEDNHZOKY9cq8Eh6O5/vOzLE/or3C6M74+O/zkOrN6KwUsNb6NcdBssJWmPKMgNAt1bhCFNKUaXW48T1St6cN0KakypLBsoXVUCZC1COMksFlgzUkE4x2HWumN1epzV49bfxif8cxJGrFXbbde6OxSaEeAVdviQkgIUqpA1mQ6wVplz/h5e7DpM/AqjWEUHY+s/heHRwO5/vOy5MiY8m9WbvP5KejFm3dUKCSgnAPKRHrTM06kpwU+dAScQi9E+OBAAcvVaBrNwS/H70eqNeixChWnfgMp5ecwiAb4rIMMMEKxws9cAEUON7JOLI/NHsd9fbw/gcBU8AoKEMFCGCQAEUIc1cY4pIcIMDWQscJnZX79Z4596e6JcciWdHmBewTQg3B1DHr1Vg0JtbMenLLOgNRrz2v+O4/4ssaPQNn1AZmhhAAdZCEjfK6zD5q72YtfYwcouqG/16hAjNy/89zt72xQUcVZB5ME5lnX158nxLEYn4cCXCg2UItmSrar1Yyvx6eZ3dttYRQQCA0/nOC8jkFlXjtyPXm1wtlBDSMBrCR0gzx5Qxd1RhyhkmAyUSNX64WaC7v38S7u+fxN5nMlDrDlxBRZ0Ohy6X440Np7Aq6xIAYOaaw0gMV2LRXd0gcjLHyRMBVEK4+UTqBmduxuXSWnSIDW30axIiJO2ig5FbVAOg8QVX3MFkoCrVzjNQzPc/SCZBlVrvtVLmap0Bg5f8xduWEhOCVhFKXCuvw4d/nsMtHWPQv12U3XNHLN3B9lEqEeHbrEvI6JaA+wck2bUlhDQNBVCENHMSCVNhyrUU1PnCapwvNGc0QuRSp8FAS5NoyUCdzq9it63ck8fe/vNUAQDgwUFt0TXRcUl5PbsOVOM/01YR5n7kldSw22hiOWlOuiaq2ADqXIH3s6vhQeYAqrxWxysOodEb2DXX4i0BVHA986U84bcj/CG5vzw9GGmJKsxae8i67fA1hwEU4/3MszhpWeogr6SGAihCvKDljc0hpIWxZqAabmswmjDy/R14anU2AMcFFVoq5gSKy1FSr1rjfGjPJUvQ05QMVKIlA3Wx2BpA/XmygF03h5BAx/1eXXMwnM3TVEHW37nBS7ZCqzfickkturyyid0eGWxuE2Sp0umNtaBKqjWY+9NR9v4tHWPQu00ElDIJ73eF6QsXd9jeSc46cVT2nBDvoAwUIc2cxIUiEq+sPwa9wYT/G9+Vtz0qWO7VvgUSZwsV21I7uTJtMpmwbFsugKYGUOZArrzWOtzox+yr2HKyANtfGI7IEDpmJDD99/BV/JpzHWqdbzOq3Ep/xdVaPPntQWw7U8Rrw2TigyxLLHh6CN/GYzcwY401y9QpLhSrHx/E3s8rtq4HZbvvDcdusEU3bNXpDLTkASFeQAEUIc2cpIEiEtUaPVbvNa92f2+/NrzHwimAYg1sFwWlTNzgyZ2jSl4AP+C5t1/jh9Q4yoQx++2zOBM580chgo4bCUCz1x2x2/bYLSle36/tMGXb4IkrmMlA6TxbRGKGTQA0vEss7z53QV/bYhfOgidGeZ0OMaHOF1snhLiPLkkQ0swxQ/icLaRbwxkacqagivdYsMz7JYQDhVgswoB65h0wmPVrbF20DN+TSUQYlRbf6H40VJXsns/3NPq1CRGSx29Jwcvjujbc0Mvax4awt9k1o7TezZIx1T8ZvTlrvlVrHF+kcYaZx0UI8RwKoAhp5pgy5nonk6C4Y+tPXOeXyHWlNHdLsviu7ogIlmHKoLZO2zgbwpdnmbPUz7KOU1O8PqG708cuFNU4fYyQQNKjTXiThru64+cZ6Q63T+zbBuuesD7mqTLmFbU6bDp+w+Fv7II70hCm5M9z+mRyH3YJA+5vNnfu0/dP3MQrYMN8dCXVFEAR4mkUQBHSzLEL6dpkoPQGIyrqdLjBmWR86gY/gKIrl3ztYkJw6JVReOPuHk7bOKvOlVdinsOQEhPi8HF3PHRTMj6f0hcAcHPH6Ca/HiHecK6gCldKaxtu6IQv16DrlxyFtZw5R4zHh6QgNsw6/C1IxmSg7L/n3++/jG1nCnG2oArltfX/dk7/9iCeWn2InRfJldYq3G5bUlQw5t+eBgCo5mS5r5aZi2zIJCL0S45ETKh1+C5TcIYKzBDieTQHipBmjrmCazRaAyij0YTbP/mbV5IbAC6X8E92dK6U7mthxA1cEVc7mVzOZKCSo5seQAHA2B6JuPDmOGj0RnSdb60W5qsr9oTUZ9uZQkxbcQCAObvTKT6MXW/JVb5eg25wxxisnDYAUy39vr9/G6QmhPHaBDkpY36ppAb/+uUYe79VuBJ75o1wuq/9F0sBAB9vPYezNr/DqYlhjp6CUKX5lI2bgTpjeW6H2FDIJGJEcYrI9EoKx7XyOuy7WIq7erd22hd/+GJHLraeKsS/p/a3y7YREggoA0VIMye2zIHScwKoKo3eLngCgBKbjJPBSAGUu5xloJhyzMwwHE8Qi0XsCR3DYDRh0/F8XsBMiK/N/dFajnvi51nouWALtpzId+s1fJmBYgzvEocPHuiFFVMH4J17e9kVmLAO4eN/z22XL7he4XrWZ5PN5+Is0AxVOAigLPNWmUAvTGm9Lt4nyTxcuKhK43JffMFkMuGtjaexP68UP2df9Xd3CGkUCqAIaeakEvsiEq4GRrbD/og9iViEN+/ugXv6mK/wOgugmGE34UGev9o669aOCOEEUk+tzsbvx254fD+EuKqizn4IGzdDY8vk4LeG+e3ytbv7tMGtqXEOH2Oq8NkGTJ5azHrltAFOH2OCI+4QPmbYdZcE89ynEIU1gGKGHlap3Ss64W0FldaArtJJ0R3CZzSasGzbeWyg33XBoACKkGaOzUBxhuPpndU0t0EZqIYZTSY8OKgtuliuANdonARQlhOuUIXnR06/kNEFxxdm8IbvbT1V4PH9EOIKk8nkcPivswIrAL9MN0MqFt4pCvP9/Sn7Km+ek6PlDRwFhQBQ5mRuqUQswvAujgM37r5rtAb2t5kZwscM+wvj/L4wF2vqW9zbH7hzbd/PPOuVRYmbm/U51/Du5jMNlqwnviO8XydCiEcxVyHPFVqH7OnqCYy6t1YhzvKcoZ1ivNu5ZoA5R2ofGwoA+O/ha/j7XLHdyRNzFThU6Z2ppyKRiBfwBlEJeuIHJpMJGifZmFqtAX+edBzY/3bkut02mZ8yUPVJ72At2nL0agV721Fw6OxzyC2qdrh9xrAO9e6b+9tRo9VDozfggmVuJTOEj3uBhslYOVtawV9u2Axv/Pivc37qSeDgBp00PFsYqIgEIc3c8C6xWPw7sPdCCao1eoQqpPVmoJ4c2gF9kyOReSIf9w9o/IKvLc1tqXFIiQnBxeIaPPTvffh5xmC2ZLnJZGKvAod5IQPlSH1X+wnxBp3BiDs/3Y1QhfPg/fH/HETekvF227MvldltE+KC0J3jw6CQiqHRG5HPCQSY71u/5Ej2vdRo9FA6uJBxvtAcQKUmhOGDB3rjenkdhnSKbXCNN4VUAplEBJ3BhGq1HldqtTAYTQgPkiHBssB253hrAYqIYHMGqqhKA53B6Jc5ZY7YDnPec77YTz0JHFLOsavR6qnwhgAI49tECPGaDrGhSIkJgc5gwm7LP1SOhtckqJT456jOGN8jEa0jgjD15hR2vD9pmEQs4l2d3nuhhL1dpzOAuWgY4sUAaljnWPa2oyFRhHjT8WsVOHWjEgfy7IMhruJqflEDk8nEPicpKojd7smCK550V+9WAICiag32nC/GxM/3IOdKOQBzkQmlzHxqZVtoAgCeX3eUnQs2uEMMuiaqMKJrfIPBE4PJMF0rr8PP2dcAAF0SwthiF+kdovHq7WlY9Y+BaB8TiugQOWq1BhzIK238G/Yw24s7zuaNEivuHGaaNyYMFEAR0gL0bGNeV+RKaS12nC3CxWL7xVanDGqLZ0Z0arBMNzEbYhneyA1auGP5fzl0la28x2SfRCJrFS9v+PTBPnj33p4A+BO1CfEFV+csXbOsXcTILapGaY0WSpkYf84Zhrv7tMbskZ1dDip8jbmwVKc14MGv9yH7Uhm+2HkBAKCUSSC3ZAscDeH747i14l6HOPeXNGCG8d23PAvf7L4IALiVM29KJBLhsVtSMKxzLMScOVXbThe6vS9vsZ3zdLagmubbNoD7mVXWCasoSEslzF8nQohHxYaa5zT9cewGHv1mP6b/56Bdm2AfDS1rLj6Z3AevT+iOjyb1ZrepOHMUcotq8EHmWQDWqlmhCqldWWRPClPKMKBdFAAgv0LtdBI7Id7g6hpk18v5ARSTfeqTFAmFVIIPHuiN50Z28nj/PIUZlvfptvN2jwXJJGzgpzfWX6yng2XepDtCFfZDt7q3Vjltf5ulmuBWAQVQTAbqzl6t2G05V+rPWrZ0FEAJDwVQhLQATCGJw5fLnbapb94CsRcRLMdDNyXz5mnMvK0jr81Zyxotvpz/lBBungtRpzPQUA/iUw0FDAzbNZKOXTMXY+iVFOHpLnlFfQVagmQSNhOndzBUmrs4cGMCKEe/IclRzjNZN7U3X1C5UFTjsVLrTcUM2WsfG4I2keYhm2cLHBfWaIkq6nTQ2cxTruUMc6TfdWGgAIqQFqB76/AG23hzbk5LERemxMFXRqKH5fNmrsizGSgvVeDjUsokbCasqIrmQRHfcfUE3TYDddUypK99rPtD2vyBmePk7DFm/Srbk2CDybqg+SeT+7AXttxh+xsysF0U2kY7nyvGLTbgylyjijod1h++5tUiNEw/gmQSZHRLAGC92NTSFVdrkP7WVjz09T7e9huc7wxloISBAihCWoAB7aIaXH+IAijPiAlVYN64VADWwKmSKWHuo8+YyYpV0D+0xIe09VT37BIfhhdGdwZgX0SixpKhVfngAoMnBNUzj1Epl7DV7vQ283q4S8QxgYO7km2CpVX/GFhve5lExF7IcSUo+mJHLp5fl4MZq7Mb1T9XMOtghSll6GKpGniuBWSgtpzIx3PfH2b/3hl6gxGlls/kp+yrqNUasO9iKfv7vf7wNRzijB6pFNjCyC0VBVCEtAByqZgteuCMr8prtwRhlnkKzPor18vNmSBmeJ23MQtoUgBFfMk2AzUiNQ739muDbS8Mx+bZQxEZYg7sbYsIWOcIBkZp5vrmMSqlEnaYHjcDpdEbMe+A+Tc2JlTe6AIZ9/XjLy1RXzDH9JUZcujKgrUrducBALadKWpU/1zBFDFqFxOMTvHmYYxnCqosCzDbZO2MJmw8doMNMALZE99m438517HMZu7cgt9OYNCbfyIrtwRLNp5mtx+9Wo6cK+V4fl0Or31lHQ3hEwIKoAhpIZjJxM50igur93HiOusCluYAhqnG1zoiyOlzPEkoAdQLPx7BQ1/vq3fdMW96a8MpPLbygN/239LYLo/QvXU43ruvF1JizEPz2BN5m0wIM0cwJEDmYcbXM/QuSC5h1+zhzoH61y/H2duj0hqXfQKAtFbOC0Y4o3TyudsymUy8KqFVXsh06AxGXGGGbMaEsqXqi6o0+MfKA0h/6y9ehmXuT0cwY80hLN1yxuN98Zcz+fzhiqv3XobOYMLkr/byth+5Uo6cy9biGg/0NwfPlIESBgqgCGkhhndxHEANbBeF+/q1QXhwYFz9DQRMAFWjNeCdTafx77/N5YZ9HkDV+u8fWpPJhJ+yr+Lv88XI4qyJ5SsavQFf7LyAracLecNfiPfYZqBsAyJnmZAaraXISoAM4bstNQ7/GpuKdU/chPv6teE9FiQzL3YL8Itq/H7MWr78jp6JTdq/u78jTFBUXwB1/FoFUuZtQAkn0+NoHaumulJaC4PRhCCZBPEqBW9O17YzRSiu1uDoFXNRkU+2nsMvh8xrXa3Zd9njffElbkXU05wAylhP+facK+XsMNCb2kchOcYcbNIcKGGgAIqQFiI2TIE+bSN4216f0B0/PJWOd+/r5Z9ONVPck4LPtueyt1tH+mZhUBWbgfLfUA/uGji5hb6f35BXXMve9ncmrqWwH37Ff1zp5ES+1jI5KChAFu6WSsR4algHDGofbffb2bdtJDsHSqs3n/zarnE0uGP9w6kb4m7xCVeG8N3+yd9221wZ8ueuC0XM8L0QiEQiKKT2WUexyHzxZ6llGQgA6JrofuZNSLh/89fK65BbZP5NLKlnaGLOlXLUWL4bKTGhUCmFMbKAmDUpgFqyZAlEIhGef/55dptarcbMmTMRHR2N0NBQTJw4EQUFBbznXb58GePHj0dwcDDi4uIwd+5c6PX8f+i3b9+Ovn37QqFQoGPHjli5cqXd/pctW4Z27dpBqVRi0KBB2L9/f1PeDiHN3pcP92dvR4WYy3ATz1NIrYtpcvVKargaoicIYQifRmc9e84rqa2npXecK7Re5c2vpGqEvmCbgSqxKRbhaAifyWRii08oBLpwrqtuS41Djzbh7BwoJgN1tcz69z++R+OH7zHczdQx7csdZKRLqjW4b/keh8/zdAZq84l8PG5Zg7B9jPOKi9UaPcpq+YHFqRuV2Oskk12l1mHvhRKPrXvnjUV91Tr+dyMr1/xeChz8NqUlqiAVi1BcrcXG4zcAACFyCSIso0Saw3yw5qDRv1YHDhzAF198gZ49e/K2z549G7/99ht+/PFH7NixA9evX8c999zDPm4wGDB+/HhotVrs2bMHq1atwsqVKzF//ny2zcWLFzF+/HjceuutyMnJwfPPP4/HH38cmzdvZtusW7cOc+bMwWuvvYZDhw6hV69eyMjIQGGhcBaLI0RouFcuOwRIyeBAZVuR7NSiMYgLazlFJNR668nXyeuVPt//x1vPsbfrtDTp2heKa6wBU0yoHFNsLtAwQ8nUnBNzbqU6mYOLDoEkJtRcJENmMweKW2HurQndmrwfdwOoeJX5d+fUDfvv4YLfTrILGdtypey5O5781lrZL6WeAKpGq3f42zXpy728IOlicQ0KKtV4c8NpTPpyL5ZsOm33HHe9tfEU+izagvOFni2rbntxganEV+hgqYl/jU1lvxfMcL8QhZRd7yuvpIbX/vv9lzHgjT+dBpjEOxr1a1VdXY0pU6bgq6++QmRkJLu9oqIC//73v/H+++/jtttuQ79+/bBixQrs2bMHe/eaJ8dt2bIFJ0+exOrVq9G7d2+MHTsWixcvxrJly6DVmqPq5cuXIyUlBUuXLkXXrl0xa9Ys3Hvvvfjggw/Yfb3//vuYPn06pk2bhrS0NCxfvhzBwcH45ptvmvJ5ENLsffBAL3SOD8XbE3s23Jh4TEPVsjxJCAEUd/jPkavl0Og9PxzIGbXOwFuY0/bqL/GOG5ZqkzNv7YAD/zfS7iQ5OtR8AaewSsMWjuAO+3OUtQ0Ez4/shLgwBZ4faS7TbrsO1DnLENa+0UaP/A70bRvZcCOOyBDz78GnNtXfAHOhAme8MYSP0a6+AEpjYH+72tmUbWeCpEslNbj1ve0Y/u52fLffPD/qix0Xmvyb98WOC6hU6zFzzeEmvY4t2wCKye599Oc5u7ZDO8ciOkTO2xamlLLrfRVXa9ljc76wGv/65RiKqjT4fn9gzxMLNI0acDxz5kyMHz8eI0eOxOuvv85uz87Ohk6nw8iRI9ltqampaNu2LbKysnDTTTchKysLPXr0QHx8PNsmIyMDM2bMwIkTJ9CnTx9kZWXxXoNpwwwV1Gq1yM7Oxrx589jHxWIxRo4ciaysLKf91mg00GisV8gqK81XY3Q6HXQ6YY0pZfojtH61ZM3lmNzePR63dzd//wL5vQj9ePzwxEDc/6V1WLEv+xkqN5/A7Thb6LP92h6P6jrrb61Gb8SRS6V2c/C8pdhmWEyNWni/8d7mj+9HseVqelSwzG5YPgDEhUiRHBWMS6W12Hm6AKPS4lDLrShm1EMXgMHuzGEpeHpoO4hEIuh0OljiJ2h0euh0OpzNNxdFSAg2eeR4TBnQGjVqHW7uGO3S66UlmEuFK6RiaLVaXhl227WhElQKhAfJcKagGtV1Gq/9/SSqZOxrb//nEAxfuot9rKRKzf79xIUpeEOAv9hxAY8OSsIz35kDHNss2ZHLJUhvH93g/hv6fpwpqIJao2XX0GqqGjV/OGu1WgudTocjVyt424PlEuh0Onz+YG/c/5X134+oYCmCJCZIxSLojSbM/TEHM4alYN9Fa/awvFYbsL9zQvr33NU+uB1Aff/99zh06BAOHDhg91h+fj7kcjkiIiJ42+Pj45Gfn8+24QZPzOPMY/W1qaysRF1dHcrKymAwGBy2OX3aeQr3rbfewsKFC+22b9myBcHBvpnc7a7MzEx/d4HYoGMiLEI9HubRO9af2A0bNvhs32fKRQAk0BlM+HzdBiT7sEI9czwuVQHc9796cxZutPb83AJHCur4+z59Lhcb9PZXelsCX34/rl4XAxDj7KkT2FB63GGbtnIxLkGM1VsPQZdnRKUWAKQQwYTNmzahniWWAkZ5sflz2HHwOEIKjmL7SQkAERKCPHc82gG4dtT8X0NkBgCQQqM34qdfNyKEU3C1qtbcNwB4o78eQRI9vjlr7v/Taw9jTg8DkkI90mVwv5NnD+9F8UnrI0sHAb9fFmPbDTE+2Hoe0QoTABESTcUA+Fm72z/ajlKN4z+UnXv2o+y0678ztsdDLJLAaDK/9qfrNqFTuGd+s67WANz3f+b8Rfz2ey67bUi8ETFBJqRF6LFhwwbU6PjtL544jI1XATHMx+v3Y/nIvXIdHVUmMJ/PqStFPv13xhuE8O95ba1rc3bdCqCuXLmC5557DpmZmVAqfTOW35PmzZuHOXPmsPcrKyuRlJSE0aNHQ6USVoUXnU6HzMxMjBo1CjIZlZcWAjomwhIIx+Ok9Cy+3XsZG58djCQfVeADgLbXKvHZKfOwaW1MZ4wb0dHr+7Q9Hn+fLwGOW+c81AYnYNy4Pl7vB2CuXoUc69XbhDZJGDeu6XNPAok/vh+/lBwCyorRq2dPjOvX2mGb4LNF2PXtYVzUBGPs2CHIr9QA2Tshk0owfnyGT/rpbTXZ15C9/gQyr4mhDYlDmbYYANBRZfLb79XbJ7ejuFqLtAG3oBtnLaklJ3eirkKNsd3icf9d5oqChbvzcHzTWRghwnvHpDi3eHSj92swmpBbVI2OsaFAlvXkePJdY+2yO6FnirBttTmzVKIRIUQuwaJHbsPdVyqwNPMcjl0zjxriBk8TeiVi5/lilJojDqT26I1xvRouE2/7/difV4q4MAWMWbvZNqrkNIwb7JlCS4evlANHrb9JxtAY9L45Ddhnrn64/KnRvMWVDUYTXjv8J3QGEyRiEabcORLRIXI8l7WFbXOqXIzendoAl68CAMp0EowZMxpiD2XNfElI/54zo9Ma4lYAlZ2djcLCQvTt25fdZjAYsHPnTnz66afYvHkztFotysvLeVmogoICJCSYK88kJCTYVctjqvRx29hW7isoKIBKpUJQUBAkEgkkEonDNsxrOKJQKKBQ2Jf/lMlkfj9gzgi5by0VHRNhEfLxeOX2bnjldt+fuIcGWcfPf7r9AmaPTvXYUJSGMMfjsGUtl9YRQbhWXofsy+WQSqW84UPeYlu9XWuAYP9GvM2X3w+mHoRSLnW6z5s6xAIAblSoseN8GTrHm9Mbcom42RyjjO6JeHn9CQDAjrPm4KltVBBCZFV++71KigpGcbUWNyq16J1s3r/BaEJhlXlo2Wt3dmf7NaRzHJZsspYQb0p/l289h6WZZ/GvsakIlktQqzXg5xnpUCrkdm1Hd0sEYJ17JJWIER4ShOGpQRjWJR7dXtvMqwz4w5PpGJgSBZPJhEe+2Y9d54rx35zruLd/W5f7J5PJcPByJab8+6DdHLw3N57Bnb3bICG86QkDo03JgT25pcivMgd9KTEhCAnin5vKALx1T09cL6/Dff3bICHc8dpfezlD+LR6I6p1JkSH2n+2gUII/567un+3ZmyOGDECx44dQ05ODvtf//79MWXKFPa2TCbD1q1b2eecOXMGly9fRnp6OgAgPT0dx44d41XLy8zMhEqlQlpaGtuG+xpMG+Y15HI5+vXrx2tjNBqxdetWtg0hhLRUHeP4Y25+OHjF533YcbYIADBjeAcAQFmtzmdFLWptqu799/A1WjvFB5iqc9J6ikGEKqzXbaf/5yBbaIFZfLY5YIplcMU42OZLTAb8CqekelGVBgajeV4Nt0Jr14Smj8jJPFmA578/zK7ltGTjadRqDZBLxejVJsLhc0QiEZ4f2Ym9z/3OikQiDEyJYu9HBsvY+yKRCHssZcF3ny9xWJihPv/LMS/Wa1s5FQBW773k9HnHrlZg1Z68Bsuna/QGlFvKsnMrKB69ar3I5Mi9/drg2RGdkMgJnmyr514s5lfkK66mEue+4lYAFRYWhu7du/P+CwkJQXR0NLp3747w8HA89thjmDNnDrZt24bs7GxMmzYN6enpuOmmmwAAo0ePRlpaGh5++GEcOXIEmzdvxiuvvIKZM2ey2aGnnnoKFy5cwIsvvojTp0/js88+ww8//IDZs2ezfZkzZw6++uorrFq1CqdOncKMGTNQU1ODadOmefDjIYSQwCMSifBIunXoyZc7L/h0/6U1Why9Zj45GJ0Wz1YFZK52e5vWYH9C88uhqz7Zd0vGrHskqyfbaZuB/OOoee5zmYM1igLZx5P5w1VbR/h32kObSPNJ+JXSOnbbznPmixzxKiUvQ+2JIWDT/3MQ63Ou223vHB9ab4DNDZJstYu2Bg9hSn6WoHdSBHv7gz/P4nIDa88ZjSZcrAI0OgMvqLS163yx08fu+PRvvPbrCfx86Fq9+xr30S48tfoQAPP6V8yx2GX5/J0FUI589Uh/TOjdChnd4h0+Xlztnd/YK6W1MBpN+PSvc7h5yV+4Uur7tf2ExuM1Qz/44APcfvvtmDhxIoYOHYqEhAT88ssv7OMSiQS///47JBIJ0tPT8dBDD+GRRx7BokWL2DYpKSn4448/kJmZiV69emHp0qX4+uuvkZFhHR/9wAMP4L333sP8+fPRu3dv5OTkYNOmTXaFJQghpCWaOrgde/ticY3X/mF15EBeKUwmIDUhDHEqJeIsV7cLK33TB52lZPBN7a0nY4cul/tk3y2ZzoUMFFeQTIIP/jzbcMMAdEfPRF5QMqRjjB97AyRaTtKZhVu1eiNe/MlcgeJaeZ3T53laQ9mt+kq0MwvJAvaLYy+9rxemDm6HSEub3KJqOGIymbDot5Po8lomPjwuRfdFW7H7vPP1k+QuZEb/tgRCzvaXW2TNEqmCZGgfax4hwOy3daTrAVT72FB8OKkPhnaOdfg4s/CuJ7254RSGvLMNn20/j/e2nMW18jp88OdZ7LtQwluGoKVpcgC1fft2fPjhh+x9pVKJZcuWobS0FDU1Nfjll1/s5iUlJydjw4YNqK2tRVFREd577z1IpfzpWMOHD8fhw4eh0WiQm5uLqVOn2u171qxZuHTpEjQaDfbt24dBgwY19e0QQkiz0D42FEdeG81e3TxXUA21zoA6rQE/HLyCKrX3rvhXqc1D6JgFPJlhK8zaP97GDMUJVcjww5PmYd27zxejvFZrN7yPeA6TgZI2kMF48+4eADy/UKuQiEQiGDiLBI/t7t+LuxE2a8N5e0hrjJN5OKmJ9QdQSpkEUwaZ5zBNHsify9SKk6m5t18b3mPtYkKw4M5uGNDOfNHkqpOg8HR+Fb7ZfbHePrSLDsbY7ubz1gIXLvpcL7cGcwajCesOXMYly2K3tmvQ9WoTgc42Q6zrWxPLma42n+PtPc2FM1bvvYz9F0vdfj1najR6dgTDe1usFzt+OXQND3y5F+9tPuOxfQWaRq0DRQghRPjCg2RoFaHEtfI6TP7KXJVPJAJMJuBMfhVevT3N7desUuvshs/YYhbNVViqSimk5jK7juYYNKSsRouv/76AiX3bsFduG8JcFZVLRejTNgIhcglKa7TovSgTydHB2DH3Vrf7QRpmnQNVfwCV6GBSvu0JcXMgk4igM5gwOi0eSpnvFtJ2hMneMIET90LCwjs9X+iG+c7bGtjO+RA9xusTuuMft6TwhuwBwJ29WkGjN6J3mwh0b+04EGPep7MLRCWcOUIpYSZcrLL/W80rqcW3jw3CxuP5uFxai6zcEqR3cL621P68UvwnKw+TB7bF2n2X8dqvJ5AcHYzPp/RjFzFmjEqLR36lGl//bQ3i0hLdX2eiT1IE2kQG4WqZOVB8MSMVIpEIvx25jp1ni+odCumOhkYufLHzAuaN6+qRfQWawFz2mxBCiEtsqzcx853//fdFZF8qc/AM57aeKkCPBVvw8db6J2lr9UwAI+b9/9nvDmPfBefDZRyZ/+sJLNuWizs/3d1wY5v9yyRiyCRi9ORMWr9UUsvLDBDP0Vs+V6m4/lOLpCh+Sf9RafF4996eXuuXv3wzdQAmD2yL9+7v5e+uIMJSmbPcMtesRmO+yCGTiPAoZ7gvg1vso07rfqbQ9mJJakIYJg9s6zTw4RKJROgQG2pXOVQpk+Dhm5LRo02402qewXJzv2ucZLtLLcUcBqVE4slUx+9rSKcYXuU95uJTfeb/7wQ+yDyLDy1DUi+V1GLcx7vYYZKMnm3CMcgmuLENFF0hEonw0phUAMDNHaPRNjoYfS0LlZ8vdDx8sTFcKUrxU3bLnF9KGShCCGnGHF3tZ0z8fA/ylox3+bWYfyjfzzyLyGAZHk5v57CdxhLAMFehFZz1TR74cq9b+zxkCfLcGf7HnLwxZYmjQvjDiWq1+gazaMR9ehcr6nWMC0WnuFCcs5zohQfJfFLe3teGdIrFkE7muSo6nX+LZDCZmfI68wnx2YIqAPxAiWvL7KEYvOQvAOYshNZgxBP/OYg7erXC8yM7N7g/jc3wzE3PD210390RojD/5jABoq1SS0YlIkiGICnw3sTuWPTHaSx/uB9uSonGr0euo3dSBGQ28/jyimtw8FIZ7urdyu4xxmfbc+227TpnLULx/v29IBKJEBHM/z1ydc6grTt6tcKAdlHsEGnmd67Sg8OzS2saDqBe+PEIcouq2YDOHcXVGnyxIxdqrR4Rnov7fIIyUIQQ0owx85CcUbsxD4UbCC36/aTTTI6zDFRjNOa5Or25XzLLc1VB/JPE2kZcUW+uqjV6/GPlAfzogVL37hSRuL1nK/a2UkanIt4Wbgmg1Doj1DoDnl+XA8B59cNWEUHs/Mmiag0W/HoCuUU1+LCeEuHbzxSi54LN+O3IdfYiyjsTe+KPZ2/x4DupX4ii/gwUM+SNmU91V+9WOPLaaAzuEAOxWIQJfVo7nJN07/I9eOHHI7j1ve3Yda6IvVjgqjaRQbinr+eHqSaEK9n3HNJA9q0xSmvsh/DNGdWZLdbB+Hx7LltV0B2fb8/FV7su4tt9V5BfG1gXUehXixBCmjFHGShmgjRgXtDUVSWcq5E6gwklDv5xBawBlO0cKIY7/8A3Zn0gnU0GSmWTbfJVMYtAsGpPHv46XYi5NkON3FVWo2WruTVURAIA7uxtDaDOFgTYpecAFKaQskPiXC0g0d6y5tAr/z3Oy6Q4svt8MaauOIBKtR7PfHeYzQIPT41Ft1bhTei5e5ggwtlFEqZkeRtO5Ttn2U9mDTvAOpTtalkdHv73fqRbsnOAuQJgQ6JtsuDeuGjABFKnblTh8VUHPXJR5JhlOQqumbd2RNa8ETj4ykje9rk/HmV/+53582QBDl+2Dh0/ZLmdEh2MpNDAGlpNARQhhDRjCQ4CqI8n92GvLpfVur7wom22yllZcrsiEjYnC7aLP9aHG3xdKa3FYysPYG8D86jYIXyW/dsOmal1MrynJXI1mLxWXofHVx3AHgfr4hRXa9BncSZ7v6EiEgCQwrnKX9HM1oASIpFIxK7HVl6rY4d7ffpgH6fP6Z9snqtz8kYlb7ujrPWUr/fx7jNzLZ0Vk/CWYLl5f87+rpkiEnFhDS9sPNxJqXDAvAgxY2TXeAQ1UCTE9nf4i4f7QykTe3TuHzOUT2sw4s9TBZj709FGzV9j7DlfjNV7LwMAHr4pGcO7xGLq4HaQiEVQyiR2i0PnV6rr/W2/XFKLx/9zEHd/tgfXLRdbyiwX5d68uxuSXasRJBgUQBFCSDPWxmaRxvm3p0EmEbP/2L7xxynsrmexSC69zZC9SidXsu2G8NkM6XJlXD0jXmX9R3rqiv3YeroQk76sf1K3tYiE+UQ+IZz/D/2NCt+teyN0ShdPcBf+egJ/nirEgzYnygCwdt9l3v2Gikgw3rqnB4JkEsy/w/1qkMR9TCnzq2W17HdweJc4p+0HtHO8JlNWruuFYBRNGL7bGMycLmfLFZRbfrOYz6I+tvMkx/VIcNhOFSTF1Jvb1ftatsMCh3WOxYmFY3Bf/6QG++EqR/PZVu7JazAr5MyJ69bAeUTXOKycNhALGqjY6Gz9LQA4ft2azdp6uhCA9XiEu3A8hIYCKEIIacbiVEq8PqE7Ft/VDacXj8E/bkkBYA1+si+V2V09dsZ2zpNtQMVgMkDOMlAbj+fj6TXZKKxqePigmDO8hrsgZX2YK+RMcNAmkl/1jRbVtXJ1KNHl0lqnj3FH7KUlqtAuOthpW67JA9vi2ILRuNnPi8y2FMw8qJwr5QCAmFCF0yISANDbUtXN1k+H+FXX6guobC+eeFswOwfKceaFqULoygk7c5GJERksx76XR6B3UgS77clh7SESifDk0Pbm5zj5PB+7OcVum22VwaZKjLAfbfD2ptP4du8lt19LrTPgjQ2nAACTBiQ5DbQnD+QHgLn1VAA8k1/Fa2cwmtjhpLZzqgIBBVCEENLMPXRTMh5Ob8dbi+a6zdwnV4Z6MOv8sPeN9lc2tXojvttvHnvPlBRua1O2+rv9l7HhWD7++cORBvfpbsGHTcfzsT/PvJBklGUxzwHtorDorm4YbFnLpdyNYYvNHfdvor4r1dx2q/bk8R5j4miJWIQNzw1xq6pYYyuQEfcxWZdP/joPAGjl4ISbi/n+2rJdiuDffztemFYuEUPs4SChISGWIXw1DjJQ1Ro9+92PcOGE3XbuZHSoAvEqJYZ3sQ7t++eoLpbXk2PPv27D78/egulD7IOluAaK+XiCQirBnb1aITJYhqc587cW/36SnZ/oqu1nCtnb9RXymX97N3z9SH88OcwcQNaXgWIqPwLmuVUVdTp2qKftZx0I6JeLEEKIS2uH2GagdDYB1bkKEVbssV7tjLYEMPf3T0Jqgv1ikQ1NTAfM4+pdda6gCk+tzsYFS6aKO3H7kfR2bPGMcppzw+JmoGyLC1woqsY9n+3Gt1l5bNYCAF779QSvHTOPbvqQ9t7rKGmyIDl/uKbthQ1HuN/bz6f0BQBUqq3BSUWdzmn1NV8P3wO4VfjsL7ysP3wNeqMJKTEhSFA1PAcq1CYDNb5HIgD+0D5ucNEqIgjJ0SH45+gu+PqR/lh4ZzcoZWKs+sfARr2XxvhoUm8cfGUUXhyTiuUP9WO337zkL7T71x9Y7WI2iju6wNlcV8D8NzUyLR5925qHe9Y3SuAMJ4DKvlTGrpkVqpA2qVKrvwRejwkhhDTZAzZj7+u7csiwzThxA6qKOh0+PSnBe5nWMsfMXBiZRIzfnrkFM2/tAHcYjSZcK3N85dRksh8+aFtR0LaEe7ilmASzFg6xTvYH7Ifp/XDwKg5dLser/zuB+jABaVRI4F1Fbkluah/Nuz//9obnnn35cH+M6ZaAX54ejMGWoZZavZEtFJN9qZQtWW7LHyfFTBW+ao2O9xthMpnY4OGhm5JdWnfMdohdF0sw2T/Z8dwwhlJmDioeHdwOxxdkYFg9xSg8TSQSsf3mZsoYr6w/jpJq5wERg3sxxZXfSyYYv+4k06XWGZBnKTAx1bJw829HrgMIzPlPAAVQhBDSIi2e0B3/m3kzbks1j213ZT0oJmBirizrOGuhOKp6dWuq9R9wmUSMJ4Z2sDspKa7nH/Pj1ytQ56Rfjob2cd/DS2NSeXMVAOs/1JV1wixjXlKtwYRlu/GfrDyf7ZN7pflicQ1KqjX463QBjEaTS0E1YM1A2VY7JMLy4MC2WHxXNyy+qxt2vXirS8PK2kYHY/nD/dC3bSRvvlS1JQuVV2wOuhPDlXjn3p64i1Oe3h8ZqDiVAlKxCGqdkXdBoKhag9P5VRCJgHsbsR7TkE7WeXq9kiLwzdT+2DK74cWB/TlEVSmT4NwbY3GrTSDlytIV3CqDd/Vu3WB75m/DWfXD3KJqGE3muU539DJn8pg1yFwZTilEFEARQkgLJJeK0Sspgp3krXNSEIKLOdlm5sNw50TpbBaWTE0Is5tDER4kY+chMRytM8JYviMXgOO1rGzLrxuMJlRZTuoGd4jGjOEd7K4yKy0ndGq9MMuYf7f/MnKulGN+AxkfTzLwAqhqTPx8D/6x8iC+P3DF5fW6mFLEkRRACZpUIsbD6e3wcHo7JLkwfM+WRCxiT5SZ79q5QvOwrLv7tMb9/ZMwZ1Rntr0/MlBKmQT9LBmiYe9ux0lLJbmyGqZYgZwtpuGK1Y8Nwq1dYvGOTbnx21Lj0Tnefliy0MgkYqyYNhA580exwzELGhgWXanWseXLR6fF434XKgUyfxcavdHhIsPMMMDWkUFITVCB+9McqL8bFEARQkgLJrGU+jY4+EfPlm0Girn/bVYePtqay2vr7OrzP2yqUZ3klMrlqqjTYcOxfADAv8am2j3OncdUrdFj8JKt+OeP5qIUzqpbMYGfRte4sr6eYjCasOHYDbvhLtxCDRofBXncwHfZtlzklZiv2v925Hq9a0Rx+8dcSQ7ESlrEPdxMg8FowrbT5vlPPVqbF8uNC7Ne7Ghs+eym+r/xXdnb4z7eBcA85wYA3C1pcUunGKyYNhCJ4UENNxawiGA5OsaZF1o6etX5RSsA2H2uGMXVGiRFBeGTB/u4VC0wWGH97apxMDqAGQYYHiRDiELKWwfOnYBWSCiAIoSQFkxm+cfRWUlyLtsMlM5oxDubTuPV/53A75Zgh+Hs6vOwzrEYypkT4CzLwZy8y6VipCWq7B7nzrs4fq0CBZyJzs6KUzCT6J0NC/SVLSfy8fSaQ7jl7b/w5LcHce/ne1Cl1vECKLXWNyeftoVBGDqDkR2m5Qj386chfC0HU1ihqFqD6+V1yK9UQyoWsWWuuYUqyp2sE+dtPdtE2G17+b/HAAAlbqxB19wwv7vcCnu29AYjZqw5BABITVC5vBCyQiph191z9JteYVM+nvubHqgXXiiAIoSQFkxiKfTgSgBlYAMo83NulKvx2fZch22d/cMrFouwatoAdt0UZ1epmWEgMrEI/9/encdFVe//A3/NDAPILiggCqICKu6iGGaKuW9pmVlZ4FZpWS63/F772mJZWbf0tv0yb66Z3bqV1c0VNfymuUUaCu4bLiBYsi8DM5/fH3AOMzADgyxznHk9Hw8fMuecmfkMb87MvM/n83l/Qlu4w6vii5s0Xt6450SanFwbaV0o47lSVSvPNQVp2KJBADtSbuC3y7eQeDrLZOiLzooewYZgKe6lekO1YZLGpN9hmd4gD+fydWcCZe+kap3T1h6Rh4K18nGtVuEPqPsSBI3l8dWV69yN7GJ+MVxH0KMisZTmhv167iY+P3AJO1Iy8NDKA3j2y6OY9OkB+fjMvNqLTRiTeidzi6u/p+ZUzDv1blb+HtElyFved6cO4bO8ghoREdk9p4oeKEs9EcakL/hST0lNBSBqmv+gUqnk/ZYSBalEupNGDa1GjaSXhkGtUmHsh/uQXVhqknhV/aCfYDSR3ZiU+BWX6iGEwNbjGXhm0++YPzQCc4eGW2xvQws0M6fr0MU/5aqFQPU5ZY3FUtyLSvXy0DxzpGGQUi+DSnXnVtOi2yN9EQ/wbPw1jurq7jA/7D9Xvl6V1CMd5u+BTx7rbctm2ZRblR74R2tZQD2rDktIAECInztuFWbjXGY+OgWajhqQLlRJ7xETo1oj+Wo2CnR63N+r9iIVSsQeKCIiBybNgaq6SK45VedA1bSeUm0VuKTiFZZ6oKQEQhoWotWooVEbJV5G9/uryrCcV8Z1MfuYrhVfIAyivOLcM5vKh6qsqFiPpKkYzCQtGw+mYZ3RArVNlUCt3W9+EdSMWip1SUP4pAISXq5aq+ZKkP34KTkdANC3na/Z/aF+dS9U0VCWP9Sz2rb4GOvKl9srqZewuNRgVdXVVj51m/cV2aq8SMXJ9OrzWqsmUP6ervjksShsmB6N9i096vQ8SsEEiojIgVXOgar9C7s03EtapHJ7SobFY91dah7g4KI1TYSy8kqQaXTFU0rotFXKADtXJFTGPVdV5zVY6glxNRpWeO97e2tsX2MqtmJyfVMkUPklZRZ7mXJrmP8EVBaRYAEJx/IPo2p0e06Vz6WRFpiVbJrZD71DfPD/pkTBVswNJ51kRTU5e+ZmNMyytkXMuwR5Vas8WJvOFfOaTqbnVVunL8eoiIS9YAJFROTAbmcOVKqZK4xVTekXUuN+qQfqu6PXkJB6A33f2IUBb/8sfzEvrUjonDSmV4wvVsx3Mi71XXVhSLWFnhBnJzUe6lP3NWAamnEVwFFdA9HazJVeXVnt8agv416mZlpNtQqJANAxwBPHXh5WbbvcA8UCEg5lUp9gtGlu+vfaJch0uFb/sBb47um7EVlle1PSatRo4eEi376/V2uTIi2OyPgC0hMbfqu2//2He8LDxQmjuwViy3P3oEMde4akBGrPqUwMXb4XyVez5X1Ve6DsARMoIiIHJiUoNc2BEkLAYBBWJVkA8PmMaPQKaV7jMUVGSYT0Ya7TG+T1QuQeKLXpx9TNfF3F/yXyVc6qQ/hq8vbEul1VbQzG61Dd1yMIAyNaVDumKXqgpKvCANCvvS8e6ls9uXR11sDHzRlxMW0xtLM/OrQsLz8sz4GqSKBYQMJxBFZZgFepw+KWTqgcymvNkDV7Z+nCkqRDSw/8tngoPni41209frh/ZcJ1PqsA9320H+k55Us1MIEiIiK7IhWRqOkL+1OfJ2HQuz/Lt18eG2nx2A8f7oF7wlta3C8p1JkfIiYNx5PaU7UHytgbW04iM7e4TqWJVSoVnh8eUW27uXH7jUVKPiJbeWFk10C8MaEbHrsrBKO6BspD4ZoigZIWFwWAdx7sjk6BXvjp2QEmx0hz2V4b3xWfxfeV51E88q+D+HTvefl378MhfA4jwCiBenF09TXalGJk11a4O6x84e4ewT62bYxCVE1+5wwOk39u5qyBq1YDJ83tpQbmkqPvfr8GgAkUERHZmZqq8BXqyrDn1A3sTL2BK39VLvr6SHQIdi0YJN82HlvfK9gb1sizMMfmZkVFvcoiEpY/pj7bdxFTPjuErNsst2vsza0n6/QYxo5fzcGu1BtWHy/1QA3vEgCVSgW1WoWlE7rhk8ei0NKzfNhRU5QxlyroDYpoKS+A2iXIy6QASNVhT72Nehbf2nYKa/ZdAnDnliKmuvP3qhwaN6RzgA1bUrtPH++DtdP6mh2e6ohen9DV5PZDRvPCPF3rV5jbXE+ktFg4EygiIrIrluZApf1ZiFd+SMH0daZj5Vv7NEMzZw3aG60k3yvEBwDgpRUmV6drUnUeheTPAtMhfFWvhrpVWW/mbMW6NHUxpHMA3Cpew6Yn+gEATmXk1flxJOM+2oeZG34z24tlMAhsOHDJZD5AYcVCk+7O1b+wSAljqRVVEesru7B675FKpTKJYdVqikvu62IyVEcqZc8iEo7Dy7Uy1sbzjJTIw8UJgzv617isgiMZFhlgUggkxM8N70zsjsVjOssXURpSRk4xikv1KK7odbenBIrrQBEROTAnuYx5ZY/H2Rt5GLbi/8weHx5Q/uXZeDy9p4sWCfPuxpF91le2e+yutli590K1taSu3Sq/YilVBdRWGbf/7ez+GPPBL7A0HctcQYaqgn3dcPDFIXBSq+ThdFl5JdCVGer8Rcu45+741Rx5IrVk75ksueDFpWVjAFT2vpm74isnUFZU6qsvqQy9T5UvNQFeLvIaP1V7oFQqFT54pBdGvf+LyfbG+PJFymRcsdOevhA7igd6t8H17GLEdCgf3vhQ38arTpieUyy/x2s1qnr3cikJU3IiIgfmJJcxr0wEpPVdzAkySlAiKpKpUd0CEernDvc6fJdy1Wrw2+Kh1bZ/sOccAEAn90CZJlCdW3nhs/g+Zh8zpr0f1k7ra9Xze7lq4ebsBC+jL4B5xZbXtbIkt6jyPrlm7m88vFAaxlKZQFX/hUlfMPafr7nMcEOwVEHPOBkyt55X51Ze+OAR04nmd7X3a4QWkhLFtC8vesJlv+5MGrUKc4eGI9rC+l31UXUUX2p6Ls7eKB8lEOTTrNZCFncSJlBERA5MIxeRqEygLBV4AEx7Tb5/5m6sju9TbR2YuvjwkV7oFOiJvw2rLOxw6WaB3CNmbg5UbIQ/nhncATMHVM5r6B3igy+fvAsRAZ51en6NWgXPijlRUUt34evfrtTp/lISAphffFZa7woAHl99CNmFOjnRMnc1dkbFa1r36yXcyK15Mdv6kuZAVS0AYfwlR2uhiEeAp+nQrQBvZQ/looYzILwFVsf3wd4XBtu6KaQwG2f0Q6ifG1Y9HiW/v01bdwSAdaMD7iRMoIiIHJj0oZZ6PQdAeUnwDQcuWzx+XPcg+Wc3ZycM6Rxw21WbAGBcjyBsnzcQzw4JR1Tb8gIFO1Mz5CISzmYeW61W4YURnfB4TFt5W33KaOeVVCaMC79JRp+lu5BgRVGIhNQb+N/NJ+Tb0rA3Y9KiwwCQfDUHT25IknugPMwkULEd/RER4AEhrFtvqz6kOVBVC0AUGv0+inTmyz/7V5nr5uLk2GvsOJohnQMQ7Otm62aQwtwd1gKJLwzG8C6BeHF0Z5N9TKCIiMhu9A9rAY1ahfNZBbh6qxCfJJ6TF0k11je0OX56dgC6trauyt7tGN+zPDnbkXJDboNxD05VxsMJc4ss95rV1c38ErMLTRrLLynDExt+w4ELf8rbzCVQVXvzDl/6C/kVCYqXhfkA7VuUD428XLFocGOR5kB5V+mB6h9WuS6VpTlh/p7scSIiy0Z0CTS53dpC4aA7FRMoIiIH5t1Mi14Va6TsO3sTtwrNzwPyc3dp1OQJAO7t5A8AOJp2S04yzPVASbQaNYZU3Gfa3aG3/byvje9S+0FVbD+RUW3b1VtF1bYVmunBkeZCmZsDBUAuZV6X9a1uh6UiEo/fVdmzZ2lIpLtRKfg+bWteNJmIHE/VypzsgSIiIrvSrU15YnTpz0J56Fz7lu54OraDfIymCSb/tvZpBletGgYBXMwq732pbWjYiod7Yse8gRhVj3lYcTGheHWc5cWBzTEuHiHJLymDoaIYx46UDMxc/xuu3qreKyWxVJFKGo54M7/xEqicwlJkVMyxauVt+sXG2UmN1fF9MKVfiMkwSUva+rnXegwRORaVSoWp/UPl2+yBIiIiuyKt5XIzv0ROoOJjQrFwZCf5GDNrJDY4lUqF4Obl8yr+k3QVgOUhZBIvVy06BtatcIQ5xsPWJImnMy0eLy2GW1VJmQEGg8BTnydh18kb+Pq3q2aP06hVaKY1nxy28ChPoP4qqNsCwXWRcj0HeoNAiK8bAr2rlyAf0jkAb9zfrcYEdmjn8t6/OCuSLCJyPMajFqT3dnvBBIqIyMG1NEmgyntQqla/UzdFBgUgpMrEdHNltBuD8cLAkqlrj+AvC8PopIUhq2/Xyz07NfFwcYLKwu/U1708HpaeuyFcrpiv1b7l7fcerXwsCodeHIIeFUNAiYiMGb9/m7tQcydjAkVE5OCkIgI5RaVyD5S0/tLAiJYAmq6XoWplrzJLK+Y2MEuVBL9NMt+DVFJqvgequEyPy39aHrYnqWlBSWkIX2POgZLWp2pVjy81Tho1Arzs60sRETWcAWEt4OykRtfWXmaXpLiT2c+SwEREdFs8KgoCFJbo4eZcPmRLKt6wOr4PMvNKmmwCsF+VcuTXs6sXZmgsLk7qahUIr1l4/uKKBGpyn2A4O6nx+cHy0u9FOj3S/qq9ep6lAhIA4FcxhC89uxilekOjfPGQilu4OfNrABE1jubuzjj84hC4WhiufCezr3SQiIjqTEqa8kvKqg3h02rUTVo9qV2VIWXXc5ougfryybuqVZSTemqqKqpIoEL83PD6hK5y5bziUoPZHqiZA9qZVKXydLGcuIT4usG7mRZFpXr8ev5Pi8fdDiEEjqbdQk5Ree+WpXlYREQNwcfNmQkUERHZH7kHSldWbQhfUxvdtRVeGhuJUL/yoXzT+rdrsufuHdIca6b1NdlmKYGS5kBJY/xdK9arKi7Ty/OLjE3qE4w37+8m365pCJ+rViOXdP/98i2zx+QUluK5L49i75ksi49jzt4zWbj///2KLw9fAQA0c7a/LzZERI2tTgnUJ598gu7du8PLywteXl6IiYnBtm3b5P2xsbFQqVQm/2bNmmXyGGlpaRgzZgzc3Nzg7++PF154AWVlpgsNJiYmonfv3nBxcUFYWBjWrVtXrS0ff/wxQkND4erqin79+uHw4cN1eSlERFTBrSKByi8pk9cGqmn9pcakVqswY0A77Jw/CNvn3YMHerdu0uevWrQiK998AnWrsLwHx7tiDSXXimp1xaV6XDGTQGk1KpOrsDUlUADQO8QHAPB7mvkEatn2U/jxj+uIX1O3z76E1Bsmt92YQBER1VmdPiHbtGmDZcuWISkpCb/99hvuvfdejB8/HikpKfIxTzzxBNLT0+V/77zzjrxPr9djzJgx0Ol0+PXXX7F+/XqsW7cOL7/8snzMxYsXMWbMGAwePBjHjh3DvHnzMHPmTOzYsUM+5quvvsKCBQvwyiuv4Pfff0ePHj0wYsQIZGZaLjlLRETmeVTMgynVC1y8WT5/x9YTfp2d1OgU6GWxUl2jPW+V151poaJeRk759qCK4Y1ST06J0RC+YZEBlY/rpDbp7alpDhQA9AopH0p47Eq2vLaUsZPpuTXe35IyveljcQgfEVHd1ekTcty4cRg9ejTCw8MRERGBN954Ax4eHjh48KB8jJubGwIDA+V/Xl5e8r6dO3ciNTUVGzduRM+ePTFq1Ci8/vrr+Pjjj6HTlV/NW7lyJdq1a4f33nsPnTt3xpw5c/Dggw9ixYoV8uMsX74cTzzxBKZNm4bIyEisXLkSbm5uWLNmTX1/H0REDsdFW/2jQGujIXy2plKpTCrTFej0KCgpq3aclEBJpXmlHqjkqznIqVhkd0SXQPl4Zye1yeN61NID1SnQEyoVkFdcZrYan7k2WaNAZ3o/DuEjIqq72y6/o9fr8Z///AcFBQWIiYmRt3/xxRfYuHEjAgMDMW7cOLz00ktwcysfy37gwAF069YNAQGVV+VGjBiB2bNnIyUlBb169cKBAwcwdOhQk+caMWIE5s2bBwDQ6XRISkrCokWL5P1qtRpDhw7FgQMHamxzSUkJSkoqh2Pk5pZfwSstLUVpafVV5W1Jao/S2uXIGBNlYTwajlpU7+FQwVCn3609xSNh3gCU6Q2IeTsRRaUGpGcXoK1RefW84jLkVSQwfs00KC0thbNTecK5YtcZ+Thft8rkRGUwoIVb5UduQXHtnzseLk7IKy7DX3lF8HE1TXLziivva+5xLMXjRpUetR6tPe0iZkpnT+eHPWA8lEVJ8bC2DXVOoI4fP46YmBgUFxfDw8MDmzdvRmRkJADg0UcfRdu2bREUFITk5GT8z//8D06fPo3vvvsOAJCRkWGSPAGQb2dkZNR4TG5uLoqKinDr1i3o9Xqzx5w6darGtr/11ltYsmRJte07d+6UkzylSUhIsHUTqArGRFkYj4ZS+XHg4SRw+divSD9e90exp3i4qTUoggr/3ZmI9pWDKZBRCABOaKYR2Lt7JwAg5081jAd1dG1uwB+/HYb0e/15dwJcNJBvn71wCVu3Xqjx+bVCA0CF7Xv2ItTTdF92Qfk+ANi6davFx5DioTcACw6ZfuT7uwr88evP+KPGVlBDsqfzwx4wHsqihHgUFta+jh9wGwlUx44dcezYMeTk5OCbb75BfHw89u7di8jISDz55JPycd26dUOrVq0wZMgQnD9/Hh06dKjrUzW4RYsWYcGCBfLt3NxcBAcHY/jw4SZDDZWgtLQUCQkJGDZsGLTamsfKU9NgTJSF8WhYcw+UJwJtfFzx7ay75MVcrWWP8dhw7TD+TMtGh669Mapr5XC8fef+BP5IQrCfJ0aP7g8A2JmfjOO3MuRj1s8egmvZxXg/pXxkxLjRI+GkUSOn5RWs2X8Zrz7cC+2rlGyvauXFA/grIw/dekfjnvAWJvukeAFA254D0CXI9DOsajy++f0agBSTY9bM6I+OgVUyM2oU9nh+3MkYD2VRUjyk0Wm1qXMC5ezsjLCwMABAVFQUjhw5gvfffx+ffvpptWP79esHADh37hw6dOiAwMDAatXybtworwgUGBgo/y9tMz7Gy8sLzZo1g0ajgUajMXuM9BiWuLi4wMXFpdp2rVZr84BZouS2OSrGRFkYj4Y1ILwlAnxq/mJfE3uKh79X+ZylW0V6k9eUlV8+xKOVTzN5u4tT5XC96FBf+Hm5wcejGbq19oaPmxauLs5QqVSI698ecf3bW/X83hXrRuWXCpPnF1WGXP5+JRc92/pVu3+ODkjJKEDf9i1RoKtcIHj63e0wf1h4rYUsqOHZ0/lhDxgPZVFCPKx9/nqXWTIYDCbziowdO3YMANCqVSsAQExMDI4fP25SLS8hIQFeXl7yMMCYmBjs3r3b5HESEhLkeVbOzs6IiooyOcZgMGD37t0mc7GIiKjumrjonaJJi+P+ev6mnLQIIZBeUUDCuCiEVDgCAFbFRQEANGoVfpxzNzZMj76taoJeFQlObpHpmPycKrfzisuQU1SKp79IwldH0uTtbx3TYNKqw/i/M1n4/OBlAMCQTv54eVwkkycionqoUw/UokWLMGrUKISEhCAvLw+bNm1CYmIiduzYgfPnz2PTpk0YPXo0/Pz8kJycjPnz52PgwIHo3r07AGD48OGIjIzE448/jnfeeQcZGRlYvHgxnnnmGblnaNasWfjoo4+wcOFCTJ8+HXv27MHXX3+NLVu2yO1YsGAB4uPj0adPH0RHR+Of//wnCgoKMG3atAb81RAROSJmUJLeIc2x4cBl7Ei5gXd2nEYrb1csTziD4Oblc2YDjRIo40qGPm6Vwx/rU4Zduuvi70/gsbvayttvVlmbasWuM3Lxiq3HMzC+Z2toABTpyx8gzmitqC6tvW+7PUREVK5OCVRmZibi4uKQnp4Ob29vdO/eHTt27MCwYcNw5coV7Nq1S05mgoODMXHiRCxevFi+v0ajwU8//YTZs2cjJiYG7u7uiI+Px2uvvSYf065dO2zZsgXz58/H+++/jzZt2uCzzz7DiBEj5GMmT56MrKwsvPzyy8jIyEDPnj2xffv2aoUliIiobpzUTKAk43sGYduJdOxIuYFPEs/L27MLcwCY9kC9OLozki7fwoSeDbfw78+nsuSfE09nIrajPwCgoERf4/1e+CYZ703sUm27v6cLJvcNbrD2ERE5qjolUKtXr7a4Lzg4GHv37q31Mdq2bVtjxSAAiI2NxdGjR2s8Zs6cOZgzZ06tz0dERLV77t4w/PvIFTwzOMzWTVEMlUqFYZGB2JFyw+x+P/fKObVtmrvh0ItDzR53uyKDvHDsSjYAYOraI/j5+Vi0a+GOkjJDjff77x/XMaxTi2rbf3p2gDyvi4iIbp9tl5onIiJFWDC8Iw69OMRkWBoB93byt7jP3eW2l1K0yorJPU1uD343EQUlZSguLe+Bau3TrNqctbvDyotJPPdVssn2tn5uTJ6IiBoIEygiIgJQv/k69srX3RmdLJT69mjkBKpdC3dsnNHPZNvI9/8P57PyAZQXuegYUNm2pwa1R6/g5mYfq1BX87A/IiKyHhMoIiKiGlz5y/zCiu4uGrPbG9KAKus/XfmrCEv+mwoAcNWq0TPYR943f2gEvJuZr66XlWe+Wi4REdUdEygiIqIahAdY6IFybdweqNq4OGnQ1s/d6LYaXs1s2yYiIkfABIqIiKgGyx/qgS5BXtV6d7yaaC2lVY9HwdNMslak05tsV6lU8PesnOfkrBbV7kNERPXHS1VEREQ1aN/SA1ueuwcAMHP9Eew6Wb4YvKu28YfwAcDwLoE43iUQF7Ly4emqRd83dgEAbhXqEORjWhiiV4iP/HNUC4Gb8MDZzAJ42bi3jIjInvAdlYiIyEpPDuyAnKJSvDCiU5M/d/uWHgDKS85/9PM5zLynHWIj/PFgVBu50IXxIr7tPQVev68X/rn7PGbHdmjy9hIR2SsmUERERFaKbueL/8zqb9M2LBjeEXPuDYezU/ko/Hcn9TDZv2PeQBw8nwXvrONo6+uGjx7tbYtmEhHZLc6BIiIiusNIyZM5HQM98Wh0cLU1ooiIqGEwgSIiIiIiIrISEygiIiIiIiIrMYEiIiIiIiKyEhMoIiIiIiIiKzGBIiIiIiIishITKCIiIiIiIisxgSIiIiIiIrISEygiIiIiIiIrMYEiIiIiIiKyEhMoIiIiIiIiKzGBIiIiIiIishITKCIiIiIiIis52boBtiSEAADk5ubauCXVlZaWorCwELm5udBqtbZuDoExURrGQ1kYD2VhPJSF8VAWxkNZlBQPKSeQcgRLHDqBysvLAwAEBwfbuCVERERERKQEeXl58Pb2trhfJWpLseyYwWDA9evX4enpCZVKZevmmMjNzUVwcDCuXLkCLy8vWzeHwJgoDeOhLIyHsjAeysJ4KAvjoSxKiocQAnl5eQgKCoJabXmmk0P3QKnVarRp08bWzaiRl5eXzf+YyBRjoiyMh7IwHsrCeCgL46EsjIeyKCUeNfU8SVhEgoiIiIiIyEpMoIiIiIiIiKzEBEqhXFxc8Morr8DFxcXWTaEKjImyMB7KwngoC+OhLIyHsjAeynInxsOhi0gQERERERHVBXugiIiIiIiIrMQEioiIiIiIyEpMoIiIiIiIiKzEBIqIiIiIiMhKTKCIKrCeChEREVHDssfvV0ygbKS4uNjWTSAj2dnZKCsrk2/b48l+Jzl//jzOnz8PACZxIds4ceIEvv32W+j1els3hQCcPXsW7777Lk6fPm3rphCAc+fOYeDAgfj8888B8PPD1jIyMnD9+nUUFRUBAAwGg41b5Njy8vJMbtvL+cEEqonpdDrMnz8fU6ZMQVxcHH755RdbN8mh6XQ6PPPMMxg1ahTGjBmDt99+GwaDASqVytZNc1h79uxBeHg4HnzwQQCAk5OTjVvkuHQ6HWbMmIHu3bvj6NGjUKv5kWFLer0ezzzzDLp164aTJ08iKyvL1k1yaDqdDnFxcejUqRP27duHlJQUAODnh42UlpbiqaeeQkxMDMaNG4dRo0ahuLiY71s2UlpailmzZmH06NF48MEHsWHDBgD2c37wr6oJff/99wgLC8OxY8cQGxuLY8eOYdGiRfj2229t3TSHtGnTJnTo0AEpKSlYuHAhWrdujX//+99Yv369rZvm0E6fPo2BAwciKysL//rXvwCwF8oWPvzwQ/j5+eHUqVM4evQoli5dajcffHeq5cuX448//sDevXuxevVqDBgwAID9XNG9kyxbtgzNmzfH5cuXce7cOYwbNw4ZGRkAwJ5aG7h27RoGDhyIs2fPYtOmTZg7dy6uXLmCv//977ZumkO6cOEC+vbti1OnTmHhwoXw9vbGsmXLMGvWLFs3rcHw0m4TOX/+PDZu3Ijp06fj1VdfBQA8/PDDmDx5Ms6ePWvbxjmgzMxMbN26Fc899xxeeOEFAMCgQYMQGxsLZ2dnG7fOMQkhoFKpcPnyZURERGDQoEF47bXXEB8fD2dnZ3k/Nb7c3Fy8+uqriI6Oxu7duwEAp06dglarhb+/Pzw9PW3cQscihEBhYSE2b96M6dOno1+/fjhw4ACOHz+OyMhI9OzZEx4eHrZupsNYvXo1vvzyS6xbtw6TJk0CAERFRclX2DUajS2b55B++eUXFBUVYfPmzQgMDERMTAx2797N9yob2bZtG5o3b44tW7bAzc0NY8eOxaeffoqnn34aw4cPx4QJE+74nsE7u/V3AOnKoE6nQ/fu3REfHw+g/ApVy5YtodFo5Lke1PikeDRv3hwLFy7EtGnT5H2ZmZnw8fGBj48P/vzzT1s10WFJyVFWVhbGjBmDSZMmQavV4pVXXgEAFBYW2rJ5DkE6P7y8vPDuu+/i2LFjSEhIwEMPPYSxY8di5MiRGDp0KNauXWvjljoWlUqF69ev48KFCxg5ciT+9re/YeLEiVi/fj0mTpyI+++/H7m5ubZupt2T5tLcf//9OHbsmJw8AYC7uzuaNWvGz3Mbyc7OxtmzZxEYGAgASE9PR3JyMnx9fbFv3z4bt87xnDt3DmVlZXBzc5MvfkqfL2+++aZdfMdiAtVIDh8+DKDyDbdz5854+eWX0a5dOwDlV6h0Oh0KCwsRExNjs3Y6Cike0gms1WrRvXt3tGjRAgCwaNEidOnSBYWFhZg9ezaGDBmCrVu3AuAE1MZQ9fwAKmOTnZ2NgoICREREYNGiRfjkk08wZcoULFq0yC7edJWo6vkBAFOnTkVYWBhGjBgBLy8vrFmzBu+//z66deuGxYsXY8+ePbZqrt0zd360adMGfn5+WLx4MS5fvozdu3fjxx9/xO7du5GUlISlS5dyKF8jqXp++Pr6yhd8pG39+vVDamoqXF1dTbZTwzN3fsTExMDb2xv9+vXDgw8+iJCQEHh7e2PLli0YPXo0XnvtNZSWltqqyXbNXDw8PT3h6uqKrVu3yufK/v37sWTJEpw4cQLbt2+vdp87jqAGtXnzZhEUFCT8/PzExYsXhRBClJWVyfsNBoP8c15enggPDxcHDx5s6mY6DHPx0Ov11Y6bN2+e2LVrlygpKRFnzpwRTz31lAgODm7i1tq/2uJRXFwswsPDxY0bN4QQQixZskS4uroKFxcXkZSUZHL+UP3V9n515MgR8fe//13cvHlT3nbx4kUxYcIEMXr06KZurt2rKR5//fWXmDFjhvD09BQPPPCA0Ov18rnz2WefCW9vb1FYWGirptslaz8/hBDi3LlzIiQkRKxdu7bpGuhgzMWjtLRU3n/x4kWxbds2ERkZKTZs2CBv37hxo3B3dxdXrlxp6ibbNXPxKCkpEUIIkZqaKiZMmCC8vb3F5MmThYeHh4iOjhbXrl0TkydPFuPGjbNhyxsGe6Aa0BdffIE333wTAwcOROfOnbFs2TIApuOhjedw7N+/H/n5+YiIiJC33bhxo+kabOcsxcN43K109WP58uUYMmQInJ2dER4ejj59+sBgMODUqVM2abs9qi0eBoMBQgj07t0bmzZtQq9evfDRRx9h8uTJcHNzQ05ODlQqFQtKNBBr3q+ioqLwv//7v/Dz85O3hYaGwsPDA0IIFBQUNHm77VVt8WjevLn8HqXX66FWq+Vejq5du8LZ2RknT560WfvtjTWfH8ZcXV3h4uIil86mhmUpHsZVWkNDQ3Hr1i1oNBo89thj8uf7gAEDoNPpkJycbJO22yNL8ZDmK3fu3BkffPABVqxYgRYtWmDjxo04dOgQgoKCoNPpEBISYuNXUH9MoBqAVHEnLCwMQ4YMwdtvv4377rsPiYmJSExMNDnG2ObNmxEbG4vmzZvj6NGjGDx4MGbPnn1nd2kqQF3iIX0YVi1O8Pvvv2PgwIHo1KlT0zXcTlkbD7Vajfz8fPzwww9YtGgRBgwYgNTUVLz77rsYNmwYHn30UQAsa15fdTk/VCpVteIERUVFuH79Orp27Qp3d/cmbbs9siYeOp0OAHDffffh8ccfx48//ohdu3bJydW+ffvQs2dP9OzZ0xYvwa7czue5EAKtW7dGQEAADh48COAOH5qkIHWNhxACarUamZmZ8uf7li1b0Lt3b0RHRzd5++1NXeIRHByMadOm4aOPPsL48eMBlK/RlZaWhrCwMJu0v0HZsvvrTnfmzJlqQ4qk7uQTJ06I++67z2SYi/Gxer1ejB8/XvzjH/8Qc+bMEWq1WsTFxQmdTtc0jbdD9YmHEEJkZ2eLy5cvi5kzZ4p27dqJn376yexxZJ26xkP62//vf/8rjhw5YnK/HTt2iNdff10YDAbG4zY1xPmRlpYmpk+fLjp37iySkpIav9F2rK7xkIbyXbhwQcTFxQl3d3fxwAMPiEceeUT4+vqKTz/9VAjB96vbVd/zw2AwiLlz54r+/fuL/Pz8xm+wnatrPKShlQkJCWLQoEGia9euYuXKlWLatGnC19dXrFixosnabo/qe35cunRJXL16VUyZMkX06tVLXL58ufEb3ciYQN2Gr776SoSGhoqOHTuK6OhosXr1anmf8R/NmjVrRGRkpFizZo0QwnTsdFpamlCpVEKlUon+/fuL1NTUpnsBdqYh4rFz504xb948ERgYKGJjY8WZM2ea7gXYmduNh/FY9qrH80vh7WuI82Pbtm1i9uzZws/PT8TGxoqzZ8823QuwMw11fqxcuVK88MILYtq0aeLUqVNN03g71BDnh2TWrFli9uzZ8jwQqruGOD/2798vxo0bJ0aMGCHGjx/P86MeGuL8KCwsFIsXLxa+vr7innvuEefOnWu6F9CImEDV0c6dO0VoaKj4+OOPxfbt28WCBQuEVqsVq1atkifwSify1atXxYwZM0Tfvn1FXl6eEKJygt2JEyfE5MmTRUJCgm1eiJ1oqHikpaWJ1atXiz179tjmhdiJ+saDPbANq6HOj0uXLomPP/5Y7Nq1yzYvxE7w/FCWhoqH1DvI+NRPfeNRXFwsP5ZerxfZ2dlN/yLsSEO+Xx07dkzs3bu36V9EI2ICZSUp016yZImIiooy+cN4+umnRZ8+fcR3331X7X4//fST6NOnj3jllVfEH3/8IcaMGSPS0tKarN32qqHiMXbsWMajATAeysL3K2Xh+aEsjIeyMB7KwnhYh0UkrCQVGUhNTUWHDh2g1WrlNQWWLl0KV1dX/PDDD8jIyABQOYlu8ODBiI6OxmuvvYaoqCiUlZXB39/fNi/CjjRUPEpLSxmPBsB4KAvfr5SF54eyMB7KwngoC+NhJVtncEq1c+dO8eyzz4oVK1aIQ4cOydtXrVolPD09q3XZr1q1SkRERIjExET52Pz8fLFixQqh0WhEbGysSE5ObtoXYUcYD2VhPJSF8VAWxkNZGA9lYTyUhfG4PUygqrh+/boYO3as8Pf3F1OmTBHdunUT3t7e8h/V6dOnRevWrcVLL70khBAmk0UDAwNNKr2kpKSIfv36mSzoRnXDeCgL46EsjIeyMB7KwngoC+OhLIxH/TCBMlJQUCDi4+PF5MmTxYULF+Tt0dHRYurUqUIIIXJzc8XSpUtFs2bN5LGd0njRQYMGiZkzZzZ9w+0U46EsjIeyMB7KwngoC+OhLIyHsjAe9cc5UEbc3Nzg4uKCqVOnol27digrKwMAjB49GidPnoQQAp6ennj00UfRu3dvPPTQQ7h8+TJUKhXS0tKQmZmJCRMm2PZF2BHGQ1kYD2VhPJSF8VAWxkNZGA9lYTzqTyWEELZuhJKUlpZCq9UCKF9JXK1WY8qUKXB3d8eqVavk465du4bY2FiUlZWhT58++PXXX9GpUyds2rQJAQEBtmq+3WE8lIXxUBbGQ1kYD2VhPJSF8VAWxqN+mEBZYcCAAXjiiScQHx8Pg8EAAFCr1Th37hySkpJw6NAh9OjRA/Hx8TZuqWNgPJSF8VAWxkNZGA9lYTyUhfFQFsbDekyganHhwgX0798fW7ZsQVRUFABAp9PB2dnZxi1zTIyHsjAeysJ4KAvjoSyMh7IwHsrCeNQN50BZIOWV+/btg4eHh/zHtGTJEsydOxeZmZm2bJ7DYTyUhfFQFsZDWRgPZWE8lIXxUBbG4/Y42boBSiUtJHb48GFMnDgRCQkJePLJJ1FYWIjPP//cvhcHUyDGQ1kYD2VhPJSF8VAWxkNZGA9lYTxuU1OW/LvTFBUVibCwMKFSqYSLi4tYtmyZrZvk0BgPZWE8lIXxUBbGQ1kYD2VhPJSF8ag7zoGqxbBhwxAeHo7ly5fD1dXV1s1xeIyHsjAeysJ4KAvjoSyMh7IwHsrCeNQNE6ha6PV6aDQaWzeDKjAeysJ4KAvjoSyMh7IwHsrCeCgL41E3TKCIiIiIiIisxCp8REREREREVmICRUREREREZCUmUERERERERFZiAkVERERERGQlJlBERERERERWYgJFRERERERkJSZQREREREREVmICRUREdmHq1KlQqVRQqVTQarUICAjAsGHDsGbNGhgMBqsfZ926dfDx8Wm8hhIR0R2NCRQREdmNkSNHIj09HZcuXcK2bdswePBgzJ07F2PHjkVZWZmtm0dERHaACRQREdkNFxcXBAYGonXr1ujduzdefPFF/PDDD9i2bRvWrVsHAFi+fDm6desGd3d3BAcH4+mnn0Z+fj4AIDExEdOmTUNOTo7cm/Xqq68CAEpKSvD888+jdevWcHd3R79+/ZCYmGibF0pERDbDBIqIiOzavffeix49euC7774DAKjVanzwwQdISUnB+vXrsWfPHixcuBAA0L9/f/zzn/+El5cX0tPTkZ6ejueffx4AMGfOHBw4cAD//ve/kZycjEmTJmHkyJE4e/aszV4bERE1PZUQQti6EURERPU1depUZGdn4/vvv6+27+GHH0ZycjJSU1Or7fvmm28wa9Ys3Lx5E0D5HKh58+YhOztbPiYtLQ3t27dHWloagoKC5O1Dhw5FdHQ03nzzzQZ/PUREpExOtm4AERFRYxNCQKVSAQB27dqFt956C6dOnUJubi7KyspQXFyMwsJCuLm5mb3/8ePHodfrERERYbK9pKQEfn5+jd5+IiJSDiZQRERk906ePIl27drh0qVLGDt2LGbPno033ngDvr6+2LdvH2bMmAGdTmcxgcrPz4dGo0FSUhI0Go3JPg8Pj6Z4CUREpBBMoIiIyK7t2bMHx48fx/z585GUlASDwYD33nsPanX5NOCvv/7a5HhnZ2fo9XqTbb169YJer0dmZibuueeeJms7EREpDxMoIiKyGyUlJcjIyIBer8eNGzewfft2vPXWWxg7dizi4uJw4sQJlJaW4sMPP8S4ceOwf/9+rFy50uQxQkNDkZ+fj927d6NHjx5wc3NDREQEpkyZgri4OLz33nvo1asXsrKysHv3bnTv3h1jxoyx0SsmIqKmxip8RERkN7Zv345WrVohNDQUI0eOxM8//4wPPvgAP/zwAzQaDXr06IHly5fj7bffRteuXfHFF1/grbfeMnmM/v37Y9asWZg8eTJatmyJd955BwCwdu1axMXF4W9/+xs6duyICRMm4MiRIwgJCbHFSyUiIhthFT4iIiIiIiIrsQeKiIiIiIjISkygiIiIiIiIrMQEioiIiIiIyEpMoIiIiIiIiKzEBIqIiIiIiMhKTKCIiIiIiIisxASKiIiIiIjISkygiIiIiIiIrMQEioiIiIiIyEpMoIiIiIiIiKzEBIqIiIiIiMhKTKCIiIiIiIis9P8BAYbsP2IZGE4AAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAA0MAAAG5CAYAAABMVu+5AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8rg+JYAAAACXBIWXMAAA9hAAAPYQGoP6dpAADeHUlEQVR4nOydd5wTdfrHP+nZlu0VFlh6L9KkSm+eghx6oB6Hip534Ol5NmwUUWz3s92JBRXLge3UU+nSy9J7r8susL3vZtPn90cyk5nJpG52N9l93q8XLzaTmckkk8x8P9/neT6PjGEYBgRBEARBEARBEC0MeVMfAEEQBEEQBEEQRFNAYoggCIIgCIIgiBYJiSGCIAiCIAiCIFokJIYIgiAIgiAIgmiRkBgiCIIgCIIgCKJFQmKIIAiCIAiCIIgWCYkhgiAIgiAIgiBaJCSGCIIgCIIgCIJokZAYIgiCIAiCIAiiRUJiiCAIgiDChJUrV0ImkyEnJ6epD4UgCKJZQGKIIAgiRGEHvlL/nnnmmQZ5zT179mDRokWoqKhokP03BKNGjULPnj0lnyspKYFMJsOiRYsEy0+cOIEZM2agbdu20Gq1aNWqFcaPH4/33ntPsF67du0En7tWq0WnTp3w5JNPoqyszK/jzMnJEexLoVCgTZs2uOOOO3D06FG/9kUQBEEEB2VTHwBBEAThmSVLliArK0uwzN3gv77s2bMHixcvxpw5cxAXF9cgr9HU7NmzB6NHj0abNm3w4IMPIi0tDXl5edi7dy/eeecdPPLII4L1+/bti3/84x8AAIPBgEOHDuHtt9/G9u3bsX//fr9ff9asWZgyZQqsVivOnDmD5cuXY926ddi7dy/69u3rcds//vGPmDlzJjQajd+vSxAEQbhCYoggCCLEmTx5MgYMGNDUh1EvamtrERUV1dSHAQB4+eWXERsbiwMHDrgIvqKiIpf1W7VqhXvvvZd7PHfuXERHR+PNN9/EhQsX0KlTJ79e/6abbhLsb9iwYbj99tuxfPlyfPjhh5LbsJ+fQqGAQqHw6/UIgiAI91CaHEEQRJizbt06jBgxAlFRUYiJicGtt96KU6dOCdY5fvw45syZg/bt20Or1SItLQ33338/SktLuXUWLVqEJ598EgCQlZXFpXPl5ORwKV4rV650eX1xGtqiRYsgk8lw+vRp3H333YiPj8fw4cO557/66iv0798fERERSEhIwMyZM5GXlyfYp16vx9mzZ1FSUhKET0jIpUuX0KNHD8nIV0pKik/7SEtLAwAolfWfUxwzZgwA4MqVKwCc6ZHbt2/HX//6V6SkpKB169aC58Q1Q+vWrcMtt9yCmJgY6HQ6DBw4EKtWrRKss2/fPkyaNAmxsbGIjIzELbfcgt27d9f7+AmCIMIZigwRBEGEOJWVlS6iICkpCQDw5Zdf4k9/+hMmTpyI1157DXq9HsuXL8fw4cNx5MgRtGvXDgCwadMmXL58Gffddx/S0tJw6tQpfPTRRzh16hT27t0LmUyG6dOn4/z581i9ejXeeust7jWSk5NRXFzs93Hfeeed6NSpE1555RUwDAPAHpV54YUXcNddd2Hu3LkoLi7Ge++9h5EjR+LIkSOcQNm/fz9Gjx6NhQsXutT71Je2bdsiOzsbJ0+e9Cnd0Gw2c5+/wWDAkSNH8H//938YOXKkS/piIFy6dAkAkJiYKFj+17/+FcnJyXjxxRdRW1vrdvuVK1fi/vvvR48ePbBgwQLExcXhyJEjWL9+Pe6++24AwJYtWzB58mT0798fCxcuhFwux2effYYxY8Zg586dGDRoUL3fB0EQRDhCYoggCCLEGTdunMsyhmFQU1ODv/3tb5g7dy4++ugj7rk//elP6NKlC1555RVu+V//+leu7oXl5ptvxqxZs7Br1y6MGDECvXv3xk033YTVq1dj2rRpnJACEJAY6tOnjyA6cfXqVSxcuBBLly7Fs88+yy2fPn06+vXrh/fff1+wvKF44oknMHnyZPTt2xeDBg3CiBEjMHbsWIwePRoqlcpl/Y0bNyI5OVmwbNiwYfjhhx8Cen29Xo+SkhJYrVacPXsWf//73wHYxSOfhIQEbN682WNaXGVlJf72t79h0KBB2LZtG7RaLfccK0AZhsHDDz+M0aNHY926dZDJZACAP//5z+jRoweef/55bNy4MaD3QhAEEe6QGCIIgghx/v3vf6Nz584uyzdt2oSKigrMmjVLEDlSKBQYPHgwtm7dyi2LiIjg/jYYDKipqcHNN98MADh8+DBGjBgR9ON++OGHBY9/+OEH2Gw23HXXXYLjTUtLQ6dOnbB161ZODI0aNYobzAeb8ePHIzs7G8uWLcOGDRuQnZ2N119/HcnJyVixYgVuv/12wfqDBw/G0qVLAQBGoxHHjh3DG2+8gdtvvx2//fab4LP1hYULF2LhwoXcY51Oh9deew3Tp08XrPfggw96rQ/atGkTqqur8cwzzwiEEABO9Bw9ehQXLlzA888/L0iLBICxY8fiyy+/hM1mg1xOmfMEQbQ8SAwRBEGEOIMGDZI0ULhw4QIAZ82JGJ1Ox/1dVlaGxYsX4+uvv3YxCaisrAzi0ToRp5BduHABDMO4NRyQisoEC1YYsAwcOBA//PADTCYTjh07hh9//BFvvfUWZsyYgaNHj6J79+7cuklJSYLo3K233oouXbpgxowZWLFihYv7nDceeugh3HnnnZDL5YiLi0OPHj0k3eF8ScFjU+w8pfux35M//elPbteprKxEfHy819cjCIJobpAYIgiCCFNsNhsAe90QW9DPh1/cf9ddd2HPnj148skn0bdvX0RHR8Nms2HSpEncfjwhFhMsVqvV7TbiiInNZoNMJsO6deskIx7R0dFej0MKrVaLuro6yef0ej23jhRqtRoDBw7EwIED0blzZ9x333347rvvBJEbKcaOHQsA2LFjh99iqFOnTpKpj2L8jTi5gz2/b7zxhlvr7kA/e4IgiHCHxBBBEESY0qFDBwB2BzRPg+vy8nJs3rwZixcvxosvvsgtZyMGfNyJHjZqIG7GevXqVb+Ol2EYZGVlSab9BUrbtm2xZcsW1NXVuQiIc+fOcet4g42+5efne13XYrEAAGpqavw93KDCfgdOnjyJjh07elxHp9P5JMIIgiBaEpQgTBAEEaZMnDgROp0Or7zyCsxms8vzrOkBG4UR1+C8/fbbLtuwvYDEoken0yEpKQk7duwQLH///fd9Pt7p06dDoVBg8eLFLsfCMIygnsUfa+0pU6bAbDa79Oix2WxYvnw51Go1F8kBgK1bt0rWI61duxYA0KVLF6+v+csvvwCwm0Q0JRMmTEBMTAyWLVsGg8EgeI59j/3790eHDh3w5ptvSoq3QMwxCIIgmgsUGSIIgghTdDodli9fjj/+8Y+46aabMHPmTCQnJyM3Nxdr1qzBsGHD8K9//Qs6nQ4jR47E66+/DrPZjFatWmHjxo1cXxs+/fv3BwA899xzmDlzJlQqFW677TZERUVh7ty5ePXVVzF37lwMGDAAO3bswPnz530+3g4dOmDp0qVYsGABcnJyMG3aNMTExODKlSv48ccf8dBDD+GJJ54A4J+19m233YYJEybg73//O/bv34+hQ4dCr9fj559/xu7du7F06VKBG9wjjzwCvV6PO+64A127doXJZMKePXvwzTffoF27drjvvvsE+79+/Tq++uorAOBqjD788EMkJSX5nSIXbHQ6Hd566y3MnTsXAwcO5Po6HTt2DHq9Hp9//jnkcjlWrFiByZMno0ePHrjvvvvQqlUrXL9+HVu3boVOp+PEHUEQRIuDIQiCIEKSzz77jAHAHDhwwON6W7duZSZOnMjExsYyWq2W6dChAzNnzhzm4MGD3DrXrl1j7rjjDiYuLo6JjY1l7rzzTubGjRsMAGbhwoWC/b300ktMq1atGLlczgBgrly5wjAMw+j1euaBBx5gYmNjmZiYGOauu+5iioqKXPaxcOFCBgBTXFwsebz//e9/meHDhzNRUVFMVFQU07VrV2bevHnMuXPnBO9J6tjcYTAYmEWLFjFdu3ZlNBoNExUVxdx8883MV1995bLuunXrmPvvv5/p2rUrEx0dzajVaqZjx47MI488whQWFgrWbdu2LQOA+yeXy5mUlBRm1qxZzMWLF306NpYrV64wAJg33njD43qezjv7HHtOWH7++Wdm6NChTEREBKPT6ZhBgwYxq1evFqxz5MgRZvr06UxiYiKj0WiYtm3bMnfddRezefNmv94HQRBEc0LGMA3kXUoQBEEQBEEQBBHCUM0QQRAEQRAEQRAtEqoZIgiCIIh6YDKZUFZW5nGd2NjYoFllEwRBEMGDxBBBEARB1IM9e/Zg9OjRHtf57LPPMGfOnMY5IIIgCMJnqGaIIAiCIOpBeXk5Dh065HGdHj16ID09vZGOiCAIgvAVEkMEQRAEQRAEQbRIyECBIAiCIAiCIIgWSbOoGbLZbLhx4wZiYmIgk8ma+nAIgiAIgiAIgmgiGIZBdXU1MjIyIJd7jv00CzF048YNZGZmNvVhEARBEARBEAQRIuTl5aF169Ye12kWYigmJgaA/Q3rdLomPhpXzGYzNm7ciAkTJkClUjX14RCgcxJq0PkIHehchBZ0PkIPOiehBZ2P0CJUzkdVVRUyMzM5jeCJZiGG2NQ4nU4XsmIoMjISOp2OfqghAp2T0ILOR+hA5yK0oPMRetA5CS3ofIQWoXY+fCmfIQMFgiAIgiAIgiBaJCSGCIIgCIIgCIJokZAYIgiCIAiCIAiiRdIsaoZ8xWq1wmw2N/rrms1mKJVKGAwGWK3WRn/95opKpYJCoWjqwyAIgiAIgiDClBYhhhiGQUFBASoqKprs9dPS0pCXl0d9kIJMXFwc0tLS6HMlCIIgCIIg/KZFiCFWCKWkpCAyMrLRB842mw01NTWIjo722viJ8A2GYaDX61FUVAQASE9Pb+IjIgiCIAiCIMINv8TQ8uXLsXz5cuTk5AAAevTogRdffBGTJ0+WXP/jjz/GF198gZMnTwIA+vfvj1deeQWDBg3i1pkzZw4+//xzwXYTJ07E+vXr/Tk0t1itVk4IJSYmBmWf/mKz2WAymaDVakkMBZGIiAgAQFFREVJSUihljiAIgiAIgvALv0bmrVu3xquvvopDhw7h4MGDGDNmDKZOnYpTp05Jrr9t2zbMmjULW7duRXZ2NjIzMzFhwgRcv35dsN6kSZOQn5/P/Vu9enXg70gEWyMUGRkZtH0SoQN7XpuiFowgCIIgCIIIb/yKDN12222Cxy+//DKWL1+OvXv3okePHi7r/+c//xE8XrFiBf773/9i8+bNmD17Nrdco9EgLS3Nn0PxG6opaZ7QeSUIgiAIgiACJeCcLavViq+//hq1tbUYMmSIT9vo9XqYzWYkJCQIlm/btg0pKSno0qUL/vKXv6C0tDTQwyIIgiAIgiAIgvAJvw0UTpw4gSFDhsBgMCA6Oho//vgjunfv7tO2Tz/9NDIyMjBu3Dhu2aRJkzB9+nRkZWXh0qVLePbZZzF58mRkZ2e7rQExGo0wGo3c46qqKgD2VClxupTZbAbDMLDZbLDZbP6+3aDAMAz3f1MdQ1OwcuVKPP744ygrK2uw17DZbGAYBmaz2a+aIfZ7Qul1oQGdj9CBzkVoQecj9KBzElrQ+QgtQuV8+PP6MoYdqfuIyWRCbm4uKisr8f3332PFihXYvn27V0H06quv4vXXX8e2bdvQu3dvt+tdvnwZHTp0wG+//YaxY8dKrrNo0SIsXrzYZfmqVatcaoOUSiXS0tKQmZkJtVrtwzsMHX73u9+hV69eWLZsmWD5qlWrsGDBAly9ehV6vR5vvPEGfvrpJ+Tn5yM6OhpdunTBvHnzMGXKFG4/u3fv5rZPTk7G0KFDsWTJErRp08brceTm5qJPnz7c4/j4ePTt2xeLFi3yeC7r6upQU1OD5ORkf9+6z5hMJuTl5aGgoAAWi6XBXocgCIIgCKK5Y7QC2/Jl6BrLoG1MUx9N4Oj1etx9992orKyETqfzuK7fkSG1Wo2OHTsCsLvDHThwAO+88w4+/PBDt9u8+eabePXVV/Hbb795HDwDQPv27ZGUlISLFy+6FUMLFizA448/zj2uqqrizBnEb9hgMCAvLw/R0dHQarW+vs2gwjAMqqurERMT41eNi1KphFqtdnlPWq0WMpkMOp0OjzzyCPbv34/33nsP3bt3R2lpKbKzs6HX67ntlEol5s6di8WLF4NhGFy9ehWPP/445s2bh+3bt3s9jujoaADAxo0b0aNHD1y7dg2PPfYY7rrrLpw+fRpxcXEu25jNZuh0OqSmpvr8fgPBYDAgIiICI0eO9Ov8ms1mbNq0CePHj4dKpWrAIyR8gc5H6EDnIrSg8xF60DkJLeh8+M6l4lp8fSAPY7omY0h7aYfl+auPYkNeEYoV8fjLHwb6/Rqhcj7YrDFfqHefIZvNJkhZE/P666/j5ZdfxoYNGzBgwACv+7t27RpKS0s99o3RaDTQaDQuy1UqlcsHb7VaIZPJIJfLm8zWmk2NY4/DH6S2YR/L5XL88ssveOedd/C73/0OgF1MDhzo+uWNiopCRkYGAKBVq1aYP38+/vznP/t0POw6ycnJyMjIQEZGBt58800MGzYMBw4cQJcuXZCVlYWvv/4a77//Pvbt24cPPvgAAPDYY48Jmt3+8ssvWLJkCU6cOIHo6GiMGDECP/74IwB7+uNzzz2H1atXo6KiAj179sRrr72GUaNGeTw2mUwmee59IdDtiIaBzkfoQOcitKDzEXrQOQkt6Hx45/O9uVi9Pw8rs3Px8/xh6N06zmWdDaft/RsP5JTX6/Ns6vPhz2v7JYYWLFiAyZMno02bNqiursaqVauwbds2bNiwAQAwe/ZstGrVikvreu211/Diiy9i1apVaNeuHQoKCgDYIw3R0dGoqanB4sWL8fvf/x5paWm4dOkSnnrqKXTs2BETJ07059D8gmEY1JmtDbZ/MTabDXUmK5QmC6I0qqA6oKWlpWHt2rWYPn06YmJ8i2eWlZXh22+/xeDBgwN+XbbHj8lk4pY988wz+Oc//4l+/fpBq9Vy3wuWNWvW4I477sBzzz2HL774AiaTCWvXruWenz9/Pk6fPo2vv/4aGRkZ+PHHHzFp0iScOHECnTp1CvhYCYIgCIIgWjpVBmc5QV5ZnYsYOpjTcDXeoYxfYqioqAizZ89Gfn4+YmNj0bt3b2zYsAHjx48HYK8t4Ucali9fDpPJhBkzZgj2s3DhQixatAgKhQLHjx/H559/joqKCmRkZGDChAl46aWXJCM/waLObEX3Fzd4X7EBOL1kIiLV9Q7IcXz00Ue45557kJiYiD59+mD48OGYMWMGhg0bJljv/fffx4oVK8AwDPR6PTp37uwiVnyloqICL730EqKjozFo0CDU1dUBsEeBpk+f7na7l19+GTNnzhTUe7G1SLm5ufjss8+Qm5vLRbCeeOIJrF+/Hp999hleeeWVgI6VIAiCIAiCAAwmZyCg2uBqMDDjg+zGPJyQwa9R+SeffOLx+W3btgke5+TkeFw/IiIi4AE5YWfkyJG4fPky9u7diz179mDz5s145513sHjxYrzwwgvcevfccw+ee+45AEBhYSFeeeUVTJgwAYcOHfI5ojR06FDI5XLU1taiffv2+Oabb5CamsqdZ29pkEePHsWDDz4o+dyJEydgtVrRuXNnwXKj0YjEROm8VoIgCIIgCMI3DBanGKoymLHvcim6pMUgLtLVYEylaDl9HIMXoggjIlQKnF7ScGl4Ymw2G6qrqhGji0GEynf7Z51Oh8rKSpflFRUViI2N5R6rVCqMGDECI0aMwNNPP42lS5diyZIlePrppzkHvdjYWM74omPHjvjkk0+Qnp6Ob775BnPnzvXpeL755ht0794diYmJkqYJUVFRHrdnU+ukqKmpgUKhwKFDh1wsslkDB4IgCIIgCCIwDGZne5dvD17DK2vPIilag01/H4m4SGGNjUrRNHX2TUGLFEMymSyoqWresNlssKgViFQr/aoX6tKlCzZu3Oiy/PDhwy4RFD7du3eHxWKBwWBwayfOCg42xc0XMjMz0aFDB5/XF9O7d29s3rwZ9913n8tz/fr1g9VqRVFREUaMGBHwaxAEQRAEQRCuGHj18heLagAAJTVG3PLGVux6ZoxgXavNr847YU2LFEPhwl/+8hf861//wt/+9jfMnTsXGo0Ga9aswerVq/HLL78AAEaNGoVZs2ZhwIABSExMxOnTp/Hss89i9OjRAktuvV7PGVgUFhbipZdeglarxYQJExrt/SxcuBBjx45Fhw4dMHPmTFgsFqxduxZPP/00OnfujHvuuQezZ8/mTBiKi4uxefNm9O7dG7feemujHSdBEARBEERzw515WJXBgtxSvWCZ0WJvah9M069QpeXEwMKQ9u3bY8eOHTh79izGjRuHwYMH49tvv8V3332HSZMmAQAmTpyIzz//HBMmTEC3bt3wyCOPYOLEifj2228F+/r444+Rnp6O9PR0jB49GiUlJVi7di26dOnSaO9n1KhR+O677/Dzzz+jb9++GDNmDPbv3889/9lnn2H27Nn4xz/+gS5dumDatGk4cOCAT41hCYIgCIIgCPfwDRTEVOhdDRVMVpvEms0PigyFOAMHDpRMlWNZsGABFixY4HEfYmMLf2nXrh0Yxn241N3zc+bMwZw5cwTLpk+f7tZxTqVSYfHixQK3OYIgCIIgCKJ+lNYYcaPS4Pb5Mr3JZVlpjQkZce7rvZsLFBkiCIIgCIIgiGZMvgchBADltU4x1DYxEgBwVZQ611whMUTg4Ycf5hrhiv89/PDDTX14BEEQBEEQRD0wWtynyAFAuSMypFLI0C7R7g58tbS2wY8rFKA0OQJLlizBE088Ifkc34SBIAiCIAiCCD9YW22ZDJCqfNA76omUcjmykqKw/XwxclpIZIjEEIGUlBSkpKQ09WEQBEEQBEEQDQBrq50crUFRtdHl+VqjBQCgVMh4aXItIzLUYtLkPBkAEOELnVeCIAiCIAjPsJGh5BiNYPmYrvbJ8CO5FQCAaoOFS5O7UkJiqFmgUtk76ur1LSPU19Jgzyt7ngmCIAiCIAghbGQoIUrNLVv7txFIj9UCAE7nV3HL+QYKLWHSudmnySkUCsTFxaGoqAgAEBkZ2egNpGw2G0wmEwwGA+TyZq8/GwWGYaDX61FUVIS4uDgoFIqmPiSCIAiCIIiQxOAwUNCqFHj+1m4orjGie4YOGqXr+Kl1fCTkMnuT1uJqI1J02sY+3Eal2YshAEhLSwMAThA1NgzDoK6uDhERES2ik29jEhcXx51fgiAIgiAIwhU2TU6rUmDuiPbccrXSdZJerZSjVXwE8srqkFOqJzHUHJDJZEhPT0dKSgrMZtcOuw2N2WzGjh07MHLkSErnCiIqlYoiQgRBEARBEF5g0+S0IvEjToMb2iERANAuMcohhmoxKCuhcQ6yiWgRYohFoVA0yeBZoVDAYrFAq9WSGCIIgiAIgmjGXK+oQ0KkGhHq0JmwNZqdaXJ8dl0sETz+w8BMAEBGbAQAoMBLs9bmABWwEARBEARBEEQQuFBYjWGvbsGsj/c29aEIMFjYNDnh0L/GYanNotPaJ+1TdHbXuaJqEkMEQRAEQRAEQfjA1wfyAABH8yqa9kBEGNxEhkZ3EfaZjNbak8ZSHBbcxRI9iZobJIYIgiAIgiAIIgiEWlqZzcbg52M3cLXU3opELIb+Pr6z4HG0xi6Gohz/603WRjjKpqVF1QwRBEEQBEEQREPBRmBChY93XsaydWe5xxqRgYJOq4RMBrA+CqwYYkWT0eFC15yhyBBBEARBEARBBAGTNbTEw8c7LwseiyNDMpkMCl7blxhHmlyEY726EBN3DQGJIYIgCIIgCIIIAhar06pabFvdFJTUmASPIyUc7iw253GyBgoah9FCqEW6GgISQwRBEARBEAQRBCw2Z2SoqaNEUkKme4bO7fojOiVBLrdHiSgyRBAEQRAEQRCEX5h4kSGjpWnF0KGr5YLHsREqdE6JcVnvzv6tkabT4rXf9+aWsel0FBkiCIIgCIIgCMInbLyUs1fXnW2yVDmbjcE9K/YJlg1oG89Ffvi8cWcf7H5mDDLiIrhlbGSopMaEds+swaGr5Th0taxhD7qJIDFEEARBEARBEEHAzEuNW7UvF/uvNI2AyC3Tuyzrmxnndn2FSCSlxWrRiieOfr98D36/PBsXCquDdoyhAokhgiAIgiAIgggCZlGdkNXWNJGhqxJiqFOqa4qcO7QqBX57/BaX5XnlrvsNd0gMEQRBEARBEEQQMFuF4sfSRGLI6Kj14Ud3PEWGpIhQK/DWH/oIltUam18NETVdJQiCIAiCIIggwEaGFHIZrDbGJVLUWLBOdq3jIzC4fQJiI1RIi9X6vZ9hHZIQrVGixmgBANQ6/m9OUGSIIAiCIAiCIPxk85lC5JYK08ZY8RPl6OfTVGKIfV21Uo7/u6svFt7WI6D9pOi02PvsWEzskQoAqDU1v8gQiSGCIAiCIAiC8IMd54vxwOcHMfKNrYLlJoeddpTGnnzVVPba7HGoFfUf6kdrlEiIUgOgyBBBEARBEARBtHj2Xi6VXM7WDEVykaGmqRnixJAyOEP9KLVd3NWaWrgYWr58OXr37g2dTgedTochQ4Zg3bp1Hrf57rvv0LVrV2i1WvTq1Qtr164VPM8wDF588UWkp6cjIiIC48aNw4ULF/x/JwRBEARBEATRCLgzRmBrddjIUFOlyRmDLIYiHe+nxUeGWrdujVdffRWHDh3CwYMHMWbMGEydOhWnTp2SXH/Pnj2YNWsWHnjgARw5cgTTpk3DtGnTcPLkSW6d119/He+++y4++OAD7Nu3D1FRUZg4cSIMBkP93hlBEARBEARBNABikWOzMTiQU8ZZaUcGuWaoQm/yq4ErK8qCkSYHANEa+/vRN0M3Ob8+odtuuw1TpkxBp06d0LlzZ7z88suIjo7G3r17Jdd/5513MGnSJDz55JPo1q0bXnrpJdx0003417/+BcAeFXr77bfx/PPPY+rUqejduze++OIL3LhxAz/99FO93xxBEARBEARBBBtx/6Av917FnR9kc4+jHZEUUxBqhnZeKEbfJZvwytozPm9TVGUEAKiCFRlypMnVNMPIUMDW2larFd999x1qa2sxZMgQyXWys7Px+OOPC5ZNnDiREzpXrlxBQUEBxo0bxz0fGxuLwYMHIzs7GzNnzpTcr9FohNFo5B5XVVUBAMxmM8xmc6BvqcFgjykUj62lQufEybbzxdh7uQxPjO8EZZBmkPyBYRjMX30Ul64pMGqMEZGNfgQEH/pthBZ0PkIPOiehRVOdD5PFGSExGk34bPcV7rFMBkSq7JEUg8lS72N7+dfTAICPd17BUxM6eV3/SF4FVu7JAWAfrwfjs9EqZQCAGqPnsXao/D78eX2/xdCJEycwZMgQGAwGREdH48cff0T37t0l1y0oKEBqaqpgWWpqKgoKCrjn2WXu1pFi2bJlWLx4scvyjRs3IjIydIdSmzZtaupDIETQOQEezXbkAedfxpDUxi/0LK4DNp5RApDh5le34W89rcgI3Z9xi4F+G6EFnY/Qg85JaNHY5+NSjhxsgtXPa9ahukYBwC4YEtQMSgqvA5Dj5JlzWFvje0RHCqPeuW9x7b0UO/JlAOxirPRGHtauvVqv1weAs2X2fV4vLPXpGJr696HX672v5MBvMdSlSxccPXoUlZWV+P777/GnP/0J27dvdyuIGoIFCxYIIk5VVVXIzMzEhAkToNPpGu04fMVsNmPTpk0YP348VCpVUx8OATonfB7N3ggASMjshCnjOjb666/anwcctd8o6qwyrMqNwZbHRzT6cRB26LcRWtD5CD3onIQWTXU+1q4+ChQXAQBuGTsO75zfCxjt9e492ySje0YM9hReQWJGW0yZ0i3g1zmdXwX9qSMA7BlRU6ZM8brNwV/PADl5AICn7hyBrKSogF+fpV1+FVac24tyiwqTJ0+ATCaTXC9Ufh9s1pgv+C2G1Go1Ona0D5j69++PAwcO4J133sGHH37osm5aWhoKCwsFywoLC5GWlsY9zy5LT08XrNO3b1+3x6DRaKDRaFyWq1SqkL4whfrxtUTonDiRyWVN8lnsyykXPM4rr6NzEgLQbyO0oPMRetA5CS0a+3zUmpy1QL+dLUVRjYl73DE1Bhlx9hSHkloTd1wWqw1KhRxWGwOFXFpM8KnUmzH1fWFd/srsPNw/PMvt9oVVBny5zy6E/jyyPTqnx/n1vtzRLSMeKoUMVQYLimotaB3vOYWjqX8f/rx2vQsEbDaboH6Hz5AhQ7B582bBsk2bNnE1RllZWUhLSxOsU1VVhX379rmtQyIIomFoCvdPq43BnkvSvRoIgiAIIlTJLXOmYT374wmBUUKH5Ggkx9gn7UscIumfG8+h35JN+MOH2RiwdBOKq6XHznxO57tGN15eewafO+qBpOD3P9JFBE+MqJVydEiOBgCcya8O2n5DAb/E0IIFC7Bjxw7k5OTgxIkTWLBgAbZt24Z77rkHADB79mwsWLCAW//RRx/F+vXr8c9//hNnz57FokWLcPDgQcyfPx8AIJPJ8Nhjj2Hp0qX4+eefceLECcyePRsZGRmYNm1a8N4lQRBe+WD7JRzLq2jU1zx9owoVeipCJgiCIMKHy8U1AjEkpn1yFCIc7mt1JrvRwntbLqLaaMG+K2Uo15ux9kS+19e5UVEnuXzXxRK32/AFEGvvHSy6Z9hLUc5IiLRwxq80uaKiIsyePRv5+fmIjY1F7969sWHDBowfPx4AkJubC7ncqa+GDh2KVatW4fnnn8ezzz6LTp064aeffkLPnj25dZ566inU1tbioYceQkVFBYYPH47169dDq9UG6S0SBOErU/+9Gzmv3tpor8de0NVKeVDsRwmCIAiiodlytsjj871bx+LEtUoAgMEi3ZcnLtJ71OaD7Zckl1fWuZ9E5PciGtA2wetr+AMbGbpa6rs5QTjglxj65JNPPD6/bds2l2V33nkn7rzzTrfbyGQyLFmyBEuWLPHnUAiCaAbsdoih8d1SsOaEewdJgiAIgggWtUYLNp0uxOiuKYgNIJVMKn2NZe7wLESqlYhwRGWMZumJPl/6p14oqpFcbvOwsYH3er1ax3p/ET+IYt+TG4EXrjR+UxGCIAgABrMV+3PKAAAzbmrVxEdDEARBtBQW/nwKj31zFH/9z6GAtmdT3+YOz+IEAsv9w7MAAFpHn6E6s7Rw0Js8CwpGJHjSdM6MKU/WC+yxjeiU5HH/gaBheye5EXjhCokhgiCahENXy2Gy2JCq0+DmrPimPhyCIAiihfDfw9cAALsvBmbgwwqcLmkxOPTCeEQ4RMJTk7ogIy4CAKBVssLBikvFrhEevcni8TWqjc7nv37oZtzWx+m6LHdjaw0Ah3LtDq2sGAsmGqVdNjS3yJDf1toEQRDBgE2RG9YhCUoFzcsQBEEQjYNKUb86VTb6EqFWQKtSYPuTowAAKbzojVZlv68ZzFb8e8tFl30sXXMG/z18HT/+daikcCmvtbvQRagUuLl9Iga0jce6kwW4Vi5tqgAAp25UYtW+XACeo0eBwh6nsZnV+NIIhCBaMDabD0nLDQQnhjraQ/l/aG+/uXRMiW6yYyIIgiCaPyofevx4wuAQA2z0J0WnFQghANA60udsDFBjlI4CncmvwrZzxZLPlTnEUEKUGgCgVMjxyh29AAC1blLs+EKpTYLnPkCBwEWG3KT+hSskhgiiBWNpIjFUqTfj+HW70w4rhtIi7MdibUKBRhAEQTR/VMr6DX8NvMiQOyJ40R5PLSTc3fPYbeKjnAYPURr7Pt2l2PGjXY+M7eT2NQOFIkMEQTQ7mkp4ZF8uAcPYo0BpsfbZNHaizmJrXhdZgiAIInSw2Rio6pmazdYMearLUSnkUDtEV3GN+warDKTvw2xkKD5SzS3TKD071LFiaESnpIBc8rzBRoYMjvfflNklwYTEEEG0YJpKeLD9hYZ3dLrdsGLIam0eF1eCIAgitDiaV4E+izeiuNq9OPEFVgxFeDEpYJ3mrpTUAgDGdk3BrqdHo48PltflelcxxIork9WNGHIs19Qz8uUOVvzpTVYs/fU0+r20CRfd2H+HEySGCKIFY5EQHoZGyAVmHXyGSYihpkrdIwiCIJo3H26/JHBpAwCLG2HhCV/S5AAgUi30KVt0ew+0jo/E+O6p3DKzm9dnxRBbMwR4r9nZd9l+b61v5Msd6Y5MjqJqI1bsuoLKOjO2emlAGw6QGCKIFgxfeLAX3Iae5bleUYcrJbWQy4DB7Z3dsbnIEIkhgiAIogGI5wkLlsGvbEZ5rQkFlQZU6s2w2Rg8sPIAXvjppNv9+BwZ0jifl8nApYXz0+vc9Rsqq3XUDElEhmpNVsxYvselduinozcAANmXA7MM90ZClBoxWqHAY0VbOENiiCBaGFvPFuHNDedQbTBzaXIqhQyt4+29EfIrDQ36+qyLXJ/MOOi0zpxmhUMMldaa8MjqI/VOYyAIgiAIPlLipbTWhM+zc3Dzss0Y8PImnC2oxuazRfhy71XJqJHZauMmEln7bHfwI0MxGiUXsclKiuKWn7xeJbkta63NN1Bga4YA4ODVcnx7II97XGVwmjR4MmyoDzKZTHDsAFBR1zCv1ZiQGCKIFsZ9Kw/gX1sv4psDedyMVIRKwXW3zq9038MgGOyWqBcChBejX47dwGvrzzbocRAEQRAtC3e1NCv35AAAzFaGMy4AIPibhZ9K7q2xKT8yxE+pG9M1BYPa2TMjfjl2A7US1tu1jqhPFE9QiY+fPb6jeRX461eH3a4XTMSW3TcqGnbM0BiQGCKIFsRhR2dqwB4BYi/AURolN9tzubi2wV7/0NVy/M8Rxh8mFkOitg8FDRyhIgiCIFoWMjfthfiRlJM3Krm/S2pcxRCbIieTeRcd/MgQPyolk8nw9UM3o21iJGqMFqw5ke+yLWtfreFFn9Si16szW2G1MZj2792cMRF/24ZAJ3Kpyy3TN9hrNRYkhgiiBfHHFfsEj2t4YqiDo9lpQ9QMnbxeiY2nCvD75Xu4Zf3axAnWUYhuUtEaYV4yQRAEQdQHKdMgMSeuOcVQRZ1EZMhkFxoRKgVk7tSVgyheNEgcRZLLZbizf2sAwJrj+ajj1Q4ZzFbsv1IGQJgapxTNGlbVWSQburZNDH7DVRbxvflaeV3YW2zTaIMgWhD8rtUyAHqj/XGURolODjF0oag66K/7u/d2CR5HqRWCCzzgGhkqqTHih8PXMK1vK8jr2S2cIAiCIMw+iKFj1yq4v00SERZfzRMAIJInHKSc5/pmxgMAtp8vRrcX1+PTOQNQVGXEpWLnpCQ/GiSTyRAboUKlo04nv8ogEFEsH88e4PXYAiVS9D5MFhuKqo2cOUQ4QmKIIFowzpxkBRcZKqwyorLO3CAN21gm9khzWSbWOwevluPg1XLYGGCGY/aMIAiCIAKFNQ2Kj1Sh3I3JwLVyZw2MVLqZLw1XWfiRIbGIAIAItTBB6/6VB13WEafivT6jN34+egNrTuTj+LUKl8jQzqdGIzOh8SJDgD1VLpzFEKXJEUQLhQFQ5ZhditEqodOqOBOFYKbKMYzrTNyiqT1clrkL/vDrnAiCIAgiEFbvz8UX2VcBAH8c0g5PTuzidRspMWTgxJD3IbSwZshVRIgzJKQQ1wlN7JGGd2b2hUIuQ4XejNwyYZ0v6wzbUEhFuPLCvG6IxBBBtFAYBih2FIcmRWsAAB0d0aFLQRRD4k7ZXdNiBJbaLBFu7gnqBmoeRxAEQbQcvnQIIQAoqKzDvNEdcWuvdI/b/G31Efx45JpgGZcm56XhKiB0k+ubGevyvC/RJSmTBqVCjtQY+337UpFTDL06vZfXOqb60r9tPKLUCkzv1wp39GsFACisDm/DIxplEEQLQRyhsdpsKKmx9/JhxVD7ZLujXE5p8Bzl2GJTFo2bi79MBqQ4Lu58xLNiBEEQBOErVhuD/Mo6QR8etq2Ekufc881DN0tu//dvjnF/n7xeiY93XAbgW81QFC+lLCXGNY3MFwtsGaTFDZuW9sOR6wCA7uk6zBzUxuv+6kvXNB2OLZyA//tDXy6dnq0/DleoZoggWgjVorxis41BiaOxaZJDhLAXd7NEo7lAqTMLL5KXi91HnVrFaVEkaraqEtvMEQRBEISP/O3rI1hzXGhdrZcwHeiTGedxP1YbIzAD8q1myDnMlprY82UfVjdObelxEUBuBc7k25u2Jkarve4rWCgdGRts5EvK0S6coClXgmghlIr6JZgtzshQsuMiyobXg+mSaRCJoWqD+4tmqzjXXGe1wvvNgiAIgiCkEAshAFyPPf5UmztholLI8O7mC+i7eKNguU9ucrxUOpVEyrfGh7qjVm5qgMSZFB2So73uK9iwNVFSTWPDCRJDBNFCYIUPi9lq4xrKsWly7LXa3UxUIIgjQ57omhbjssyXmwVBEARB+Mr8MR19XjdVp8X/bTrvkl0hbj4qBT9NTjIy5MFAQa2QY+3fRiAhSjriw486Ac4098aEdZaTirSFEzTKIIgWQnmtKDJkZVBcLawZUnCRoaYRQ7NvbuMy2xXEQyEIgiBaOAefH4cRnZIBwCezAdZlVcz9w7K8biuMDLm+lkohQ1ZSFLQqOXRap7i5uX0C1j46At0zdG73LTZwyEpqfDHEvr9wT5OjmiGCaCEYRBahJTVGTqiwNUOyBhBD4jQ5T0SoFdj6xCiMfH0rSh3iLZj1SwRBEETLZebATG7yT4pWcRG4XlEnWCaVnfCfuYM9ChUWQWRIIk1OJpNh3aMjYGMYlNaYsGLnZcwd0d6nPkE3tYkXPG7fBGlybGqh0WKFwWwNW/fX8DxqgiD8xigSJYeu2vv3aFVyrjGcwtHsp776w2ixcp27/RFDgP3msfuZMZg1KBNAcMRQpd6Mn4/dgIWEFUEQRIslRiuMAaTohMJo1YOD8fqM3nh3Vj9umdniOjkoVd8qBT8y5M4ZVatSIFKtRGZCJBZP7elzw9QhHRLx7JSu3ON0NxGshoR9T3svl6Hnwg24e8XeRj+GYECRIYJoIbD9fvq0jsWxa5WwOOqCkqI1XESIFUO2etQMMQyDKe/sRGWdGXueGQuD2X8Bwt4cAHs6X315df0ZrN6fh4290/Gvu2+q9/4IgiCI8CNaI6zzmTe6I3JKajG1r71fTtvEKLRNjALDMNh4qgC/Hs+XTPX2teUDv66nIfr/PDSyAzqlxiA+Ug25u87lDQj/c7DYGOy9XNboxxAMKDJEEC0Eo0OUZCZEckWPAAQpA3LHxdpajzQ5g9mGS8W1KKkx4UpJLd7bclHw/Dsz+/q0H9Z5JxiRodX78wAAv0q4ChEEQRAtA3HKm06rwod/HIApouarMpkMv+/fGgBQJqq3BXwXQ5G8pqsNlZkwuksK+nqxBW8oNBJpceKehuEAiSGCaCGwkSGNUoGOKc7cYqEYsv9fn5ohi815wS+tMXI9EADg7EuTuBk4b6gdxaa+iqFNpwsx9/MDKKxy7YStaIIZM4IgCCK0UPpxL2DrX0prjS7PSdlke9oHEJwsh1BDShQGkg3S1JAYIogWAhsZUivlgn4ESbxGbcFIk7PwLvhleuGMmi8N5lj8jQzNW3UYv50pwt0fu+YsB9MQgiAIgghP/BFD7LpSg3uNj5EhmUzG3Vd9MVwIN6TEkN7POuFQgGqGCKKFYLTYL1AapVzQLC6W1yvBmSYX2GsUVxu51wGEvQem9c3wa18qx0XWJFG8KgVr2HCpuBYVehOiNUquSzZpIYIgCELph9uZpxocXyNDAHDkxfGoM1nd9gsKZyTFkCn8bLZJDBFEC4EVCy450zwxxEWGAlAPF4tqMO7/tqMTLwUvv8KZsvb6jD5+7Y+dleOn3XmiR4YOp27YU/I+3Z2DT3ZexphuqXiP5wpEEARBtFz8iQy5uw1mJkT4lXqt06qg03pv0BqOSInCWmP4RYb8SpNbtmwZBg4ciJiYGKSkpGDatGk4d+6cx21GjRoFmUzm8u/WW2/l1pkzZ47L85MmTQrsHREEIYmRFUMKOVRy50+fbzXK1QwFkCb37uYLAIALRTXcsqtltQCAxCi1zwWnLOz64jS5M/lVOHm90mV9E6+P0rubL6DWZMUvx2749ZoEQRBE88Equpf5Exka0DbeZdl//zIEO54cXe/jai5ICUajpZnXDG3fvh3z5s3D3r17sWnTJpjNZkyYMAG1tbVut/nhhx+Qn5/P/Tt58iQUCgXuvPNOwXqTJk0SrLd69erA3hFBEJI4I0MKMHBewfjCR871GfJfDO25VOKyLLdUDwBIjnHf5M4d7IwTP03ObLVh8js78bv3drl0vDZYpGejqLcQQRBEy8QkGpj7ExmSy2Xo1SqWezy6SzL6t01oEIvscEXq8xR/5uGAX2ly69evFzxeuXIlUlJScOjQIYwcOVJym4SEBMHjr7/+GpGRkS5iSKPRIC0tzZ/DIQjCD9haHrVCjiqe2Lm1t7OWR+G4yG88XejXvqsNZpTUuNqP5pbZxVBKAM3gWDH025lCbD1XhNFdUgT9HtafLEBpjREPjmgPuVzGGUSIOSERRSIIgiCaPybRZJhS4Z+Q4dfX+mMA1FJomxiJKb3SsPZEAbcsHCND9aoZqqy0DzLEgscTn3zyCWbOnImoqCjB8m3btiElJQXx8fEYM2YMli5disTERMl9GI1GGI1Oq8OqKnudgNlshtls9vdtNDjsMYXisbVUWuI5MTiEhFLOwMKLosRqZNznYLM5l+cUV/ncZfvAZdeoEAAUVdt/p0lRKo+ftdT5kDHOC+ojq47gyPNjUKN3/u6f+O4YAKBVrAYTe6Ry70/MHe/vkXwtQpqW+NsIZeh8hB50TkILT+dDbxDZYttsfp03jdIpnlRyGZ1zCd6+s5dADNUZ7ROjTf1Z+fP6MibA7kg2mw233347KioqsGvXLp+22b9/PwYPHox9+/Zh0KBB3HI2WpSVlYVLly7h2WefRXR0NLKzs6FQuCrxRYsWYfHixS7LV61ahcjIyEDeDkE0ez46K8epcjlmtreioE6Gbfn2yMs7Q5zpZrsLZfj2sv03N7+7FZ1ihZeHrTdkSNYCPROEy4+VyvDpefezZhNb2zAl07/ZoqOlMnzG2+c7QywoNQBLjrjO4bw20ILnDypgZrzP+vHfL0EQBNF8KTcCiw477xlzu1jRK8H3Ye8n5+Q4Xma/Vw5JsWFmh/CLejQGj2Y7P+P7OlvRN7HpLVz1ej3uvvtuVFZWQqfzbGsecGRo3rx5OHnypM9CCLBHhXr16iUQQgAwc+ZM7u9evXqhd+/e6NChA7Zt24axY8e67GfBggV4/PHHucdVVVXIzMzEhAkTvL7hpsBsNmPTpk0YP348VKrm6SgSbjSXc/L+tsv45Xg+Vs0diPhIz7ad3xQdBMrLMKBfH5y8UQXk5wIApkyZwq1Tti8XuHwWANC5Vz9M7ulMXT15vQo/Zdt7+JxfMl6QNy07WQCcP+72tZ+YMQLtEqPcPi91PjRnivDZ+aPcOpMnT8bF4lrgyB7X7TN6w8yc9vT2Ofjvl3Clufw2mgt0PkIPOiehhafzcbVUDxx2jlMHDhyAMV2Sfd73Udk5HN9zFQCQkt4KU6b0Cs5BNzMezd7I/d2tRy+g4HiT/z7YrDFfCEgMzZ8/H7/++it27NiB1q1b+7RNbW0tvv76ayxZssTruu3bt0dSUhIuXrwoKYY0Gg00GteCbJVKFdIXplA/vpZIuJ+TtzZfBAB8sicXCyZ387gumxkXoVEDMqd3Cv/923ieKqV6i+C5sjpnRKXKxAiatULuOZe6U1qcx+f5x8K+plYjPC8yhRJWRtrzpdro+2ydUqmkAlgfCPffRnODzkfoQecktJA6HzaZ8J7BQO7XOfvb2M74zCGG2iZF0/l2w59HtseHOy4DACyMDBo0/e/Dn9f2y02OYRjMnz8fP/74I7Zs2YKsrCyft/3uu+9gNBpx7733el332rVrKC0tRXp6uj+HRxAtlmqD99Sv/TllAOxNV91lx1p5PX2uOpzgWMpqnQYJ/P5BQGBW3N4Q9zoyW21uHeOKq42Sy6UwWmyoNpixal8uiqoM3jcgCIIgwpItZ4sEj33tW8cSH6XGzqdG45ExHXHP4DbBPLRmxYIp3XBLZ3vETWxaEQ74JYbmzZuHr776CqtWrUJMTAwKCgpQUFCAuro6bp3Zs2djwYIFLtt+8sknmDZtmospQk1NDZ588kns3bsXOTk52Lx5M6ZOnYqOHTti4sSJAb4tgmhZuDMPYLlR4fyNqpRyuNMuFt4TOaVCy/winuAwikRJIFbc3hALPLOFcfs+C6t9FzXnC6vxzYE8PPvjCQx6ZTMu8voiEQRBEM2HV9edFTy2WP2/V2UmROIfE7ogNQBX1JZEXKQ9EhOO1tp+iaHly5ejsrISo0aNQnp6Ovfvm2++4dbJzc1Ffn6+YLtz585h165deOCBB1z2qVAocPz4cdx+++3o3LkzHnjgAfTv3x87d+6UTIUjCMIVKZFgtTHYc6kENUaLoCdPhd7kEnVh4d8ockqEYqiQF0URz/xYA/Nh8cj47qm4qU2c4DUNbuyzCyt9F0MnrleiuMYp7J7+73HsulACvYmMFQiCIJoz4ibeRPCIVNsrbyrrws9xz6+aIV+M57Zt2+ayrEuXLm63jYiIwIYNG/w5DIIgRNSZXMXQJ7su45W1ZzGwXTxevsNZ9DmyUzJqjW4alPIiPNfK62C22rh+P3wxZBbNrnlKk+uaFuPbmxARqVbih78OQ+fn1sFktaFcb8Km0wWS617nRb7c8dDI9vhox2WcvF4JndaZS3zoajnu/WQf7ujXCm/9oW9Ax0oQBEGEHp1SonGBF/3PTCDH4YaifZLdJOlScS06h56XmUfq1WeIIIjQQCpismqf3S3uQE45F/FJjFIjPkqNuwa0hsFsxeD2wh5h/Johi43BjYo6tHW4wBVWOaMpZlEYXEoLDWmfiIdGtkffzLiA3hMLG4W649+7UesQfUM7JGJk52RcK9fjq725yHdEhhKj1CitdW3+CoA7jpPXqzCwnWtvtB+PXCcxRBAE0YxQyO1mOX8b2wlpOi1ubi/dv5KoP51SowEAF4pqMJnEEEEQjU2dRJocP3rDFo1qlPYoj1Ihx/3DXQ1QxPnUFXoz2jruHUV+pslFaRQY3TXFx3fgnVpe9EunVeHhWzrgmwO5gnXaJka6FUNZjlmrE9crkRjt2YacIAiCCH9Kauz3g4k9UtEjI7aJj6Z50ynVngVytVQPS/smPhg/8atmiCCI0MRdzRALm/6mUHi2lGbdYFj0DgFiMFtRyDNQEOddS6XJaZSe7bbrg1Zlv3RFaZSi5e5fMynaWYO47VxxwxwYQRAEERLYbAzK9XYxlBhFNegNTUasFtEaJSw2BsVhZtRKYoggmgFGCfcWvoUoK4yUcs8/+aEdk/DfvwxF6/gIAOBMBc4XVgvEldgthn2O36S1ytBwRZSs6IlSC8VQhAcxlBBF0SCCIIiWQpXBzN2b6Prf8MhkMnRMsafKFejDq5cfpckRRDPgSkktDuaUYQCvFoZvhsBGcpRy7xeo/m3j0To+AtfK67jIUIHIrU1soMCm6bFpeABQVOV77x9/YcWYt8jQ8I5J0KrkGNUlhcsd94TVxvi0HkEQBBHasClyMVol1Eqa+28MHhnTESazBaXnDzb1ofgFfTsIopkw44NswWMrT7Cws2O+DvRZi0w2MlShF0Z5TLw+QwazFW9sOAcAkPP2X+RH7x9P/Hmka/LxucJqx3EKxY9YDM0clIkVfxqIe29uCwCYM7Sdx9eSqr0iCIIgwg+2UXgiRYUajbHdUjGuWwpiVN7XDSVIDBFEM8UscoYDAKWXmiEWVmSwkSE275rbN09oHcur4P6Wy2RoFWdPsevXJt7/g5agf1vX/Tw2rjMAINolMuS8pI3qkoxbe6ULnteohJc81lSBRW+04HxhNZatO4MKvbQRA0EQBBG63Kiow7K1Z3DwahkASpEjvENpcgTRTBEYKFh9qxlicRVDosgQz0CBH42pM1vx9UM34z/7cnHfsHYBHbeYaK3wMrXr6dFoHW/vFRGpcR8ZmtIrHTKZUPxpRaYO9w9rh6JqI97bchGA/f1OeGsHAKDGYBH0ZxJTWWdGXpkePVuRQxFBEESo8NXeq/hwx2XucWI0mScQniExRBBhiqdGp4CwZojtH+RLzRDgTJN7Y8M57L1cKqgFAoRucnKe4KgxWJCZEIlnJnf16XV8IUYjjLfrIpyPPUWG2kg01xOn0WlVCvxjQhd8cyAPRdVG1DrSAgEIGvVJMeGt7SisMmLV3MEY2jHJ+xshCIIgGhxxjSulyRHeoDQ5gghTpHr78OE/zVpJ+1ozVMfr6bPzQgl+O1MEAFAr7JcMvpscP0pUY3SKiWARI4oM8aM7ESoF+MEffuSrfbIwBc6+vvCSp3K8H3EkDABSdVrJ42EYBrmleq4J7YZTBdzyQ1fLuDorgiAIovER3xkpTY7wBokhgghTrF4iQ3y+PpAHwDn490aNmwF9is6ebsCPDPH/5ouJYMFPk5PJABWv7kkmkwnstTPitOiYEo1+beKQLJEaES+6KbI1VGwk7Hp5Hfec1PYA8NKvZzDyja2CYwCAX47n4/fLs/HIqiM+vzeCIAgiuNSKJuVIDBHeoDQ5gghTLCIxlBErHcng42tkyF0KHmu5zTdQ4IshvstcsOCnwjEMXOqAUnQa1BTbb34apQLrHx0BhVzmsh7g2nhPLYoMnSmo4p6T2BwA8OnuK5LLP3Ms33y2CAzDSL4+QRAE0bCIXUEj1A3XAJxoHlBkiCDCFHFkiDUV8ITKRzc5qSauANAnMw6AMDXOXcpcsBDXK4nplq7j/lYqZFAq5G6FiC5COP/Tq7Xd/CDSIbjOFVRzz4kby7pj5Z4cvLrurCCSdKWk1qdtvWG1MbhRUed9RYIgwpIlv5zGX7465LUGlPAdcWRIQRNThBdIDBFEmCIWQxab98G73MebglRvn4/+2B9xEfZ0A1Yo6E0WPPC5s7marwLCH7xFWLrzxZCXyFePjFiM756K7uk6fHH/IKTH2m3AIx3GCmfznWLI6EeU64PtlwRCcN+VMp+39cSnu65g6Ktb8EV2TlD2RxBE6GCy2PDp7itYd7JAEJUm6oc4XbtTakwTHQkRLpAYIogwo7DKgPc2X3BxzPGlhsjX3OnB7RPx3qx+gmXjuqVyXbzZ1LjdF0sF67iLKDUkQjHk+ZKmkMvw8ewBWPvoCIzsnMwtZy26C6qcn6m/74UvBPddLvWwpm9YbQyWrTsDAHjxf6fqvT+CIEKLQt71hp96TNQPgyhNTqpXHUHwITFEEGHGX/9zGP/cdB4PfH5AsFxcQyQF2xDVF37XW9iwVC6XQe1Is2PFkDgSYzQ3vhjip8n58hlIESmRUy5+LwazFW9tOu92H/w89atl+oCOg8+sj/eCMmcIomn57mAefj1+I+j7tdoYjHjdacRSVWf2sDbhD+y1uH/beKx7dEQTHw0RDpAYIogw49DVcgBAvigyZLHym6xKi5JW8b6LIZlMhq8fulmwjHWjW3uiAN8dzHNJR2iImiFvpOqctTqltcaA9sF3pGMRp8n936bzeGfzBbf7qDY489Trmy7IMAz2BynVjiCIwKgymPHk98cxf9URVOhNQd0337kSACpIDAUNtjXE6zN6CybLCMIdJIYIoplwrtBZ75LrJjKR4UdkCAAGZyXgyYld8MG9/QEIrbmf/P64S0+d/7urj1/7DwYymQzzR3dE+6QoTOmZ7n0DCaTchsTC7pdjnmeHqw3OwUx90wUDjXARBBE8+BMcx69VNuhr6RugR1tLxeCI6keoyEWO8A2y1iaIMEOrknMXezE5JbVolxSFS8XSbmb+pMkBdqExb3RH7rFa5OzGpiNM7pmGN+7sI7DBbkyemNgFT0zsEvD2FXrXWVlxmpz4vYupqnMOZvwxX5CiIYwoCILwjzreZA+/vicYiK8RNAESHCxWGzeRRWKI8BWKDBFEmOFJcOy6WII1x/Px4Bd2h7epfTPwhwGZ3PNpPvQi8kRrUZodmyYXoVY0mRAKBlKW4+LoDt/i++Dz4/Dvu28SPM+vGapv7ZSn1yYIonHgpwGX1AQ3TU48oeVPE23CPQbetZP6CxG+QndYgggzojyIDpPFhkdWH+Yed0iORo9WzpxpfppbIHRNc+4rNkLFDRakDAiCSUO3iXhwZHtM6ZWGz+YMxFcPDAbgOnObFusUgolRatzaOx1nX5qEpGhhI1eg/rVT4siQ0WJzWwdGEETDwBdDxdWB1SO6Q9wYlCJDwaGOd85oEonwFfqmEESYIVXsz1JZZxakc3VMicasQW0wZ2g7F6vsQIhQK7D6QbupglzmTCOJ9HBMweC5Kd0AAPcNa9cg+0+J0eL9e/pjdNcUaFX2z08cnWEY+2DljRm9ud5HWpUCMVoJ84V6RoZYMaRRyhEfqQIAbD1XXK99EgThH3WCyFBwxZDY/tnqQ584wjvs5xqhUnjtUUcQLCSGCCLMiNIIozDsYBkA8ivrBCYJHZKjoVLIsej2HritT0ZQXp9NtbNYGWeaXAPnZj8wPAtb/nELXri1e4O+DgBolPb3Io7OsHbiWtF7TYlxjQwZLVZOPLFU1pmRfanUZbkUJqsz/fAuR5rjg18cxJl8asxIEI0FP3pz6kYlTBZb0FzlxJEh6jMUHNjPlVLkCH8gMUQQYYZcNNsVo1Xh1em9ANjtttN5dUHtkiKD/vpsbyGzzcbNnDZ8mpwM7ZOjIZc3/EyfhhcZYhgGNkf6CjtYEacapupc67BsjDBVjmEYDH91C2Z9vNcny2w2KqVWyDG+eyq3/MX/nfTz3RAEESj8CZFLxbXotWgD+i/9DVdKpA1q/ME1MkRiqL4s/OU0HnLUy5J5AuEPJIYIIswwi2pHlHIZWsfbRU9BpQFqx2D9geFZXJQjmCgdZgNWG9NoNUONCZtnbjRbMX/VEYx8YytqjRbuc1crhYIsIUoteMyKxT+u2I/vDubZ92WxodphnXu+qMbrMbBiSKOSI5qXhudDUIkgiCAhvtYaLTZYbQz2XK5/DzBxKi3VDNWPShOwav815JTa20qw6c4E4Qv0bSGIMCNP1KxPLpchPc4encivNHARjF6tYhvk9ZVy+2XDbGWg51ISwtdJTgxbc1VrsmLNiXxcK6/D1nNF3CyxODLEd9GTyYBhHZMAAPtzyvDk98fBMIxw1tcHRVPrEE4apQKRKuf+FY0QGSMIwo67aE1kEKIO4jQ5qhmqH/l64bWR0uQIfyAxRBBhxIqdl11cjZRyGZcaV2O0oKzWntOulLCLDgZ8G+oaR6PR5hUZcn0vFivDzRKLxRDfQCFSpXBxl9ObrLDw6gF8SYc5cd3e4LFLaozgpi5OkSQIouEwu/mtioVMIIjT5MpqXXudEb4j9qw5eZ3qKwnfITFEEGHE0bwKl2UKuQyRaiUnSE47iuzra6PtDn50gu3Q3pzys6XsWKsMZi6NRfy58h/XmqxIihamzZXVmmDhzfr6kg1TUm0XtJkJkQKhaaHZY4JoNKxu7OzFQiYQxH2GVu/Prfc+WzJi/4nJPdOa5kCIsKT55LYQRAvAJpFixYoTfk8MQLqRaDDgD/6rHJGh5pSSICWGNp8pgplnasAnPsrp5tcpJdqlhqhcb4JG6TRZ8EXQ1JntIjNKrRAIzQM55T68A4IgggE7AXJL52R0SI7G4dxyHM2rQF09rfOB4ESXCCd888/nb+2GiT1IDBG+Q5Ehgggj2HSrRN6A210dSUNFhpS81yussqfsNac0OaXE57bzQjFuVBoAQNDHCQB+1zsDc4a2w4hOSXj+d90RLxJDdSarIN1GbNktRa3RYUyhUbo46PlizU0QRP1hxVBStAYv3tYd/drEAQhWZMh1H9RYOXDYyNCoLsmYO6I9MhOC76RKNF/8Gi0tW7YMAwcORExMDFJSUjBt2jScO3fO4zYrV66ETCYT/NNqhVa0DMPgxRdfRHp6OiIiIjBu3DhcuHDB/3dDEM0cNjKUyEvFUjayGJISX81JDEnBT20Tp8GxfZy+fGAwbumc7NKs1WJjYOXlcJh86CeiNzkjQ4DQpKFcT7UFBNEYWLg6Qfs1j73OiaPwLDvOF+P/Np3n7Pg9ISWG9BQtChj2stpQ9z2ieePXt2b79u2YN28e9u7di02bNsFsNmPChAmorfXsua/T6ZCfn8/9u3r1quD5119/He+++y4++OAD7Nu3D1FRUZg4cSIMBoP/74ggmjH8mUoWd0X1DZUmJ9XVuzm5yXlCKZchPlLtcZ0RDjc5FrPVJkiNE9v1SsFGhtj0w+7pOu65wiq6LhJEY8A6c7ITQGzKqrvI0OxP9+PdzRfw/eFrXvfNWu3z0RtJDAUKOwclTmMmCF/w61uzfv16zJkzBz169ECfPn2wcuVK5Obm4tChQx63k8lkSEtL4/6lpjqbCDIMg7fffhvPP/88pk6dit69e+OLL77AjRs38NNPPwX0pgiiucI6kSXyxJA717jGnCELhtVsqDK1bwb3d1K0xmvj13ZJUdj6xCi0T4oCYLdC/yLbOQHkS5qcMzJkF5l6s3PgRGKIIBoHq8g0Reu4znmr9zlxrdLrvislIry1JleBRPiGMzJEjpuE/9RrOrey0v6DT0hI8LheTU0N2rZtC5vNhptuugmvvPIKevToAQC4cuUKCgoKMG7cOG792NhYDB48GNnZ2Zg5c6bL/oxGI4xGp71wVZXdPctsNsNsDr0UEvaYQvHYWirhek7YtI2ESF7vGZn0+4hQNt77U8mZer1WqJ6PucPbcalqAJAco/bpGFvHqhEXaTdWeOGnk4LnjGaL133UsH2GFPbPZO6wdnjs2+MAgF0XijGsfbxf78MfQvVctFTofDQdRsckhAz26xt7KdAbLUCU+3NSXG0QPPfRziuIjVDhDwNac8vK9UaX7SpqDDDHaVyWE0L2XSnD+lOFeGpCZ0SoFTCbzbA4xJBCTr+VpiZUrln+vH7AYshms+Gxxx7DsGHD0LNnT7frdenSBZ9++il69+6NyspKvPnmmxg6dChOnTqF1q1bo6CgAAAE0SL2MfucmGXLlmHx4sUuyzdu3IjIyNAtmtu0aVNTHwIhItzOSXGJAoAMJdeuALDfmavKirF27VqIf84Hdm3HaZXLLoJC/yQ5DpXIMSXTiu5xDDZvXB+U/YbO+bB/lubCS7hsBNjP2qavcHzW3qmqsJ8rMb8czkUP2xVEerj6llXatz1ycC/Kztr3khmlQF6tDCt25aCb+SIkTO+CSuicCwKg89EUXMiRA5AjN+cK1q69hPPFMgAKXC8oAhKkzon9R73+VCFW/bgWcRqgxAC8ccS+PLrwOGQye9/la8X23/g9Haz4zyX79WXN1j24lkgGKd54NNv+eebnXcXtbe0ThFab/Vqbf/0a1q4lm/JQoKmvWXq93ud1AxZD8+bNw8mTJ7Fr1y6P6w0ZMgRDhgzhHg8dOhTdunXDhx9+iJdeeimg116wYAEef/xx7nFVVRUyMzMxYcIE6HQ6D1s2DWazGZs2bcL48eOhUjXQ6JTwi3A9J19c3w9UVWBY/15Yk3caANC2dStMmdIL2w0n8cORG9y602+b7NZprr5MsNqQX2VAZnxwJh9C7Xy06l2JY9cq8cfBmViZnYtfcu1GMT07ZGLKlB4+7eObooO4WFXmsrzSLMPGqjR8dO9NbrddeHQrADPGjxqJjinRAIBfK44i70wRAGD0uAmCZq/BJNTOhTe+O3QdPxy5jn/P6utia94cCLfz0Zw4uOYskJ+Lzh07YMr4TpCfKsRXF48hUhcPoNTlnDyavZH7+4IqCwundMOxa5XAkX0AgHETJkKjUmDzmSJU7j2KSLUC/5g5BhU/n8aaEwVIzuqGKcPbNfK7DD/Yz3nzDTk++MskmM1mrPlkMwCgQ1Y7TJnStSkPr8UTKtcsNmvMFwK6m86fPx+//vorduzYgdatW3vfgIdKpUK/fv1w8eJFAEBamt0LvrCwEOnp6dx6hYWF6Nu3r+Q+NBoNNBrXULJKpQrpm0WoH19LJNzOCVttkhgTwS2zMvb38cr03pwYUivk0GoabmCoUgHttcFP5wiV8zEgKwkDsuxGCFqeOURqbKTPx5dbVuf2ua3nSjzuh3Wrio3Scuuplc50PYVC2eCfU6icC288+9MpAMAHO3Ow8DbfhGo4Ei7nozmRU2qfWVar7L+36Aj7NdXIuszxzonY8v7XEwVYekdvMDJnCNcqU0ClUuHJ/9pTZ6f2zUBCTATaOeoLb1Qa6Rz7yaXSOnRIjMA1h4+XVqWgzzBEaOprlj+v7VeiBcMwmD9/Pn788Uds2bIFWVlZfh+c1WrFiRMnOOGTlZWFtLQ0bN68mVunqqoK+/btE0SUCILgF/Q6Iz5sfYlWpcB9w9pheMckfDJnQJMcX3OEb0SRHOO7ALxW7l4MZSZEuH3OZLHB5Bhs8S3L7+jXivvbl8atLQ3WiSuvTI/b3tuF/x293sRHRIQzRosVOy+UAAAuFFUDcLrJ1YmstRmGwcWiGsGyCr0Zey+XCpznjGYrDGYr5yT3x5vbAQAXYc8t8z2tpyXDb0S95JfTOJBTjtMV9ut0t/TQyw4iQh+/IkPz5s3DqlWr8L///Q8xMTFcTU9sbCwiIuw399mzZ6NVq1ZYtmwZAGDJkiW4+eab0bFjR1RUVOCNN97A1atXMXfuXAB2p7nHHnsMS5cuRadOnZCVlYUXXngBGRkZmDZtWhDfKkGEP6wYUsidA/Q2vOZyzXlmvKng93HqmhYTlH2W1ZjcPldQ6XSLi+RFpcZ2S+H+tvrQx6SloXBMECz8+RROXK/Eo18fxdS+rbxsRRDS/I+Xcjyum72mme33VSuywP7leD7+tvqIyz5+PnYDIzs5rfaNFhsqHC5yCrkM3dLt1xP2Gp7XgsQQwzAwWW3QKP13IuVfk/ddKcOYLvbPuGeGTjBpRBC+4pcYWr58OQBg1KhRguWfffYZ5syZAwDIzc2FnDdQKy8vx4MPPoiCggLEx8ejf//+2LNnD7p3786t89RTT6G2thYPPfQQKioqMHz4cKxfv96lOStBtHQ4MSSTYf1jI7B6Xy7mj+nUxEfVvDHzmqT2zIgNyj5rTVYwDCPZs+mbg/bi3yHtE6HmuSTIZDKolXKYLDau3xThhB0gVRvISYqoPxtO2Sd7x3ZN4UQ1K4ZqRD2CfnYThcwt1aM607muwWzl7LPjIlTc7z/TIYauldfBZmO82vc3B5757wn8evwGfvvHLUiPdR8pF8MwjKA5rdXGYOlae01nr1Y6yWsqQXjDLzEkzomVYtu2bYLHb731Ft566y2P28hkMixZsgRLlizx53AIosXhjAzJ0DVNh8VT3Ts5EsFBz+v9oVUFZuE2Z2g7rNyTgzFdU7DlrN0EwWxloFYKb9wMw+D7Q/aGjbOHtHXZj1IugwkUGZJC6ZiEo8EQUR+2ni3ChaJqTrRM7deKM6KJdpiW1Jqs4P8E+UY1KoUMv7+pNb4+kIeiaoNAOBnMNu56EhvhrGdIjLbXIpmsNtSZrYjSNP8m1t8czAMAfJl9FU9N8t3wwGxl3F7/2HYGBOEv1KqXIMIIvhgiGgc9rz4g0IH2ott74MSiCfj33U4HuT9+sg8HcoRuc7llehRWGaFWyjGGlxbHwp53igy5wjYflvpp1BotOHm90qcJPaJlc9/KA3hl7VnsvWz/bap5NYPRPJGyNk/OfZ/4NSxWG4M5w9oBAIqrjagxOMWQ0WLlGrZG8OoBtbxUMYOXhq7NDbWfPQKMFvefT3Nu/k00LCSGCCKMsJAYanSC9UnHaFXQ8G78+66U4c4PsgXrVDsGTvGRKslcejYVzEoGCi6wvwm5hGC9e8U+/O69XdjssCYnCF/h/2Y1Sjk3eN90XY5sh2DiT5LYGCAlxp7iX643o0zvrA+sM1thsth/u3wRIJfLuMd1LUwM8Q1qfIH9/KRIi6XSCiIwSAwRRBhBkaHGZ/aQduiersPTfqRyAMCoLskAgBn9ne0H5HKZoPhXjNFxo3dXVMyedzbVrqVj40XIlB7E0LG8CgDA/47dcHmOIDwhrtt7bko37vHxa5UAXN3l4iJU3Pcxp6SWW15jsHBOkWqRCNA6Xsdgbv4THfzol/hz8AZbw6mUyyD+qU/qkVrvYyNaJiSGCCKMYMWQpwE1EVxiI1VY++gI/GVUB7+2e3dWP/z77pvwkqiuS5wWcji3HKU1RgDOFBCNm9SREocL3Strz8Jsbf6DJm+YeJ8BKxT5A6RaUaF7PNUUEH4i/r3+aWg73Ds4EwBgcExeiKM5crkMSdF2G/7T+c7Gj3/5z2FsP1csuV+tI8WrJaTJVdY5TU78NYvgR9b4Wa+zOli5z5Ag/IXEEEGEEVbH1V9q9psILXRaFW7tnS6oDQBcB07T39+DCW/tAACcL6j2ef/7r5R5X6mZY+TNorPpNvyUpR4LN6C81pmmFBfZcI2IieaJVOSCnYyqcgzqpVLbUnR2MVRYZRQs/85hkCKe8GAH8kaLFUXVhmZtkpLPax/gKe1NCnYCRJxeFx/8HuBEC4LEEEGEEZQmF/5I1fCXOgbsi345DQC4IGrgKMWm04VBPa5wxMArpnZnjnDoajn3t4ImEQgPSAkQqQJ/VnB/uS8PZqsNFokobXK059G5eL9sI+3fL8/GoJc3Y+ZH2VKbNQtuVDgbUnuLhBVXGwWmCVI1VwAQr26+4pFoeEgMEUQYYeZmxWhQ19zw1+nsWnnLadDojmvlzkGVxcagymDGjvPFgnXyeJ+TwYMTFUFIpZ5KiSF+JKigUjqKw0aG3CGOOF0qrhU8PpBTDl84fq0C5wt9jyiHAvxeYJ4MI66U1GLgy79h+vt7uGVmNzVXcRT0JeoBiSGCCCO4G4GfdqRE6MN2pvcVfjPYlki1wYzfL3cOkqw2Bv874tr88mqpUwyJC90Jgo+UZb1Umhx/Kqpcb5Lcjh8ZGts1BZv/cYtwv0G4hpfUGHH7v3Zjwls7BGYioY6RlxpXXG1PI7RYbXjhp5O4++O9XCToV4fhyakb9rqraoMZ1x1RJfHnp6ZyIaIe0IiKIMIILkXATwceInRYMrUHRnRKcumHs3TNGb/2Y2nh9tp8kQPYB7JSM/RXS50z7p56lBCEWaJ+RcrMhP8tW3uiQGCSwJIc4xRDHVOjEaUWNlIVD+ZbxUX4ebTAJV46bTnPwjvU4afG5Vfaxc27Wy7iy71XsedSKU47xI9RdD4Gvvwb/vqfwwDs2RFv/aFPIx0x0dyhERVBhAlWG8N1Pfe3NwMROswe0g5fPjAY029qLVj+38PX/NqP2RI+M8ENgXgwabUxkPpECngF7BQZIjxhlphgkIrg8DNaP9h+SfB4ztB2AIDkGGfPmzYJkS5GKmqF8PFHs/v7fbw3Kp1pokXVRg9rhhZ845MCh5nCkVxnWmCNwwWSP3lRa7QIbMfVSjmm9mmFV6f3wtr5Qxv6kIlmDo2oCCJM4OezU5pc+LPwtu5oHS89G7z+sRFet5cauLUkLKI0wY92XJY0p+DXJ7SEHi5E4Ii/U4A7MSQ9EfHx7AFYeFt3AEC0xhkJio9UI1IkhqI0wsc9MmLx2LhOouPx/H3NKXFGR0trAosM7bpQgisltd5XDCL82r38SgMYhhFEgWo5MeRcllMqPMZIlRJyuQwzB7VBp9ToBj5iorlDIyqCCBP4NwaKDIU/MVoV1vxtBFbNHSxY3iYhEl3TdJLb/GFAJve3pz5DK3dfwZPfHQurOgJ/kUqJs0kMUqt4PU3OFFRhzfF8v80qiJaBpIGCxLXW3bcnKVrNOc1pVM7t1Ao5VAq5wPiGL5ZYEkUOdAt+OIEVOy+7Pd7cMqcYMln9j3peLKrBvZ/sw+g3t3kVXsHiXEE1/r31EvfYaLGhQm8WWGxXG+xiiF8X+ZOoHjA9TguCCBY0ogpTDGYrXlt/VmAbSzRv+DdqcpNrHsRGqDC0Y5JgWWK0e1ukV3/fCx/ca0+nkZrFZln0y2l8d+gaPtl1RdDgsDkhFRm7LDHDXWVwNl69WqrHvFWHsfNCSYMeGxGeSJmSKKXEkJufHn+Sii+iWGEUwWsKGqN1bQCcphMO8L87dA1L15xBUbXBZV1AGC0xBZA2e7HI6UK3XeTC2FB8sP2Sy7KPdl4W3N8+z84BIGyg/EX2VcE2GQHUWBGEO0gMhSlfZOdg+bZLAjclonnDtxSVUb+UZsVLU3twfydGubfklclkiIu0D6I8RYZYXl57Bo99faT+BxiCSEWGjl+r8GnbcLMiJhoHX01JpKvThP3f+JEhjdIugvh1Q9Fa18jQLZ2TkR7rGvHYfKZI8vVyeSYivlwPxPAdLP939Ibf2wcC31iCZfm2S4LI0MnrVdhytlDg2ic2UyAxRAQTEkNhypUS6jHS0mBvFhQVan7wB0aJUZ4bZrCzz+6stcUd3beea5wZ38aGTX9rnxyFaX0zANgHUb4gNSAjCF9NSdxFhpQ8McSPDLF1R/z6oxiJNDm1Uo7sBWPRu3WsYPnmM64NlqsNZq5ZM+D6u/cF/va+NHoOlIM5ZdhwqgB1JqvgM+JjEom5+1ce5Gy0pciQEI0EESgkhsIUHW/wRHaxLQPqMdR8idY4U2Y8pckBTjHsLsdfyjHt7o/34pdjjTPz21g88PlBAMDl4lp0So3xa9uW3qOJcOXr/bm47V+7fFrXXc2ZMDLkjAKx9tx8gZTgYdIjLlL4XGGVq1Oc2Fo+kMgQa1QAAHllDTPBejSvAjM+yMafvzyE1zec5Y5zfPdUHHlhPLdeWa2rAcTJ65Vu90uRISKY0KgqTOGHjAOZESLCDzYnXCqHnQhv+MXU4iJqMUq5/fyb3Azoa00Wl2V7LpXikdXNM10O8D/S0xQTSMfyKgQ9j4jQ4XJxDZ754YTP67uPDEnXDLHRXH5NUYrO/Xc2LkJYTyR1j//31ouCx4GIoas8AVRjtDSI4cqpG05B899D17gaxq5pMYiPcrrsVRtcr1slHhzySAwRwYRGVWEKf/aXZjlbBmyNhMpNmgERvsTwIr1JXiJDaqUjMuSmvuHLvVcllzdnpBpjeqKxLbavltZi6r93Y/Sb2xr1dQnvrDuRjzH/3O7XNvzf6xJevZ9CIV0zxF6y9bz7dpKHSQ++0QLgmkIGAJtOC1Pntp8v8csl8azDWZHPhzvcO9cFyrVyZ6pblcGCbw/a+6mxYtFThMwTOomaK4IIFBJDYUq10Vn4SJGhloHVcaMj84TmB39wlRLjOReenX02S/zuqw1mLN/m6tbU3NGKBo9S9M2M4/42mBs3MrTnUikAwMYI+x4RTc+r68/6vc380R3QIYbBsjt6IJknatzVDLHwnR09tUfQqoTPSd3jxdbSv50pxDY/6gM/35Pjsuy1AD4Ld9hsDF5Zewaf7roi+TzbJNZbJFxM79axWHnfQLoPEkGFxFCYUlXnDCkHEh4nwg82MqSgyFCzIy7COTsqLp4WE+lo1qg3W13SWn44fF1qE47m2l/Hl8jQn4a2xb03twHg6kzV0FziFafnkPlNSCHV+LhP61i8fEdP/PrIcMltEqLU+FtPK2bc1ApJMdJiSKOUc4KITeny1eZeLO7Z76vRYsWsj/bi7d/OQ+EQA5kJzuPfcKrAp/0DQIRKOrJitTFYsfMyjuVV+LwvKY5dq8BHOy67/a2xExJJPkSGOqXYm6q+eWcf/Dx/OEZ1SanXsRGEGIozhin8i2pj39iJpoEdyJIWan7ERqrwwb39EaVRIErCZYoPK5wYBjh+vVIQ8fBmGV1ntiJS3fwu+6x1sScUcjmiHO+9oNK9S1VDcIxn+b3nUgl6eRG8ROPRSqL2RCGX4Z7BbX3aPp5ndsCvGZLJZDi6cDysNsanyCUfjThNzlHjtv5kAbIvlyL7cimXZpdX5vwux/iROuYuQvnDYXtvIwDIefVWv46bT5VEDRAfdh7Hl9qf+4ZlYVy3FKToyEGOaBgoMhSmVPEuZBQZahmwkSE5qaFmyaSeaRjRKdnrenw3wXn/Ocz9zTAM/rMv1+O25frmmaIlTiua0ivNZR2lXIZ+beIAAMevuXepagjO5jtFKr+GArAXmM/7z2FcLm44a2PCPXwnRxZvA3k+fPMOhajtQaRaKdlc1Rviehi2ZojfW6ukxp5mdktn5zWj1IPhgJj8SulGrvxUO6leXr7Cd6oDXCfxDA6BN6ab9yhPZkIECSGiQSExFKbwI0MkhloG7H1JTrnShIMbvAjH5RLvTmUVet8HS+GEODL08C0dcPiF8YKUUoVcxtUnNHY0Xc+rUSqoEg5CZyzPxpoT+Zjz2YFGPSbCjpQRiZTNsztiI1R45Y5eeGlqD4ErpCe8tUe4a2AmOiRH4fY+9v5ZbM2Q1HaLbu+BDslRAACzH+KFvXY8NamLYHn25VLu728O5Pm8PzE1PEHZJTXGJbUtwRFRG9YhiVs2olMSXp/RG4+O7QTA3kPs3Vn9MLxjEgiiISExFIbYbAzXcBAgA4WWgs2RJqcgMdTiSXHMRk/v15pbVuNmNpvfnPCUoynp0bwK7LzQfJqxMhAOAiPVCiREqQUz7Eq5jKvhaMxrJsMwghl28UC7ziGUciX6vJTVmvDGxvMobNysvhaF1HfBHzEEAHcPboM/Dmnndb3f32T/vf5jfGeP6+m0Kmz+xygsvt3uVGdj7H3FpEwZMuK0mDPU/tpWNw6TYhiGQX6FXZRP7pmOTX8fiawku6Div3epZq++8i+H9ffgrARs+PtIgdEEAPzd8RmolXI8M7krZDJgat9WuGtAJh4b1wk//nUo1jwyArf3ySCzBKLBITEUhtSaLOBPAEnZbhLNDxvnJtfEB0I0OXNHZAFwficAoEwi6qNVybFnwVg87hh4vLz2DAxmK6b9ezf++Mn+Bmu02JjEaJRoHRcpWMbWRfGbVyrkMs7uuDH7DIlbH+glmuK6Y+ma0/hoZw5eO+ZfzQnhO+z9U8pIIdgsm94LP88fhgdHtPdpfX4kyGS1CX7vLBqlAgpHrZLFxzYblXVmToSnx2rRKTUG997sWiNVn3sNK+5rHOly4lRWvqX2w7d0wMlFEzGjf2vH68rQr008ItT0vScaBxJDYYjYkYad2aoymOuV40uENuQmR7CwfUj4/cbKeTO6bB3D2K6pAIC/jOoAtUKOyjozLvFqU84VeDZcCAXqTFZ8vT8XhaL0Mnbw+smcgYiNVGHWoEzuObaRYyyveaVK4XT3CjRNbv3JfLdWwe4Qp2F5svVmGAZzPz+IWR/tBcMwOOOoNbIy9JtvKNj75wPDsxr8tdRKOXq3jvO57lMghiw2t99b1sXO1/s/G/2J1ig5cwcpR8bfzhSh1FGb5C+dU+0OcOznqvUibLwZxxBEQ0JiKAypEBVB601W3KioQ+9FG/H75Xua6KiIhoadFCQxREQ4Ih/8WpRahzCa1CMN3/55CB4d2wmv3NELgF0IsLOst767i9vG33SgpuClNafxzA8nMPiVzVj662lu8MrOgrPCJ03nnNln32tcpFMMKeQybnCpN1mxen8urpZ6r7NiKas14eGvDmPJr6f9iqi5RobcF+fXma347Uwhsi+X4lp5naA4n2gY2JpblULeKNEhf1DKZVx0xmSxuU3vZO8JvtYMsdHJSJ5AcWdP//OxG74eruiY7PtjXe+0vLq+ZdN7BbRPgmgoSAyFIcWimZobFXVYe8LeSfpoPXsDEKELO+tH+dOEMzLkHFizf0eoFchKisLfx3dGLE8MiNNUAKA0DMTQKp5D3opdV7Byjz0yw0ZcuIEgL12YjQDpeE5eSrmMM1qw2hgs+OEERr25zefj4AunOj+atopn6+s8pMnVGp3PKRUyF1cxIviwYlWtlOPj2QPQNS0GH/2xfxMflR2ZTCaIZrpLiVc6XOzqTBbsvljitakw+/0ViCE39t+BOlDyRSYgnMQb1cW7ayZBNCYkhsIQsX1mfqWBogUtAKeBQhMfCNHksOlfbJT4YlE1lm+7BABu8+ylep2U1QaWAtNYSKX9XCqyixKL4zmVgp0Vdw4U2QkDfuoNPzLE4k8PWv6x+FqbYV9XOID1JKT4dsQWK8P1RQLIKKeh4JzaFHJ0S9dh/WMjMaGHqzV7U8F+Z01WYWQoRqvEotu6A3AKjQM55bhnxT4s+vmUx32ykaEI3vfLXWTIX7faKoMZi34+hYuORsNqpf3Y+FbeaWSTTYQYJIbCEHFn6FqjRdD5mmie2Limq3SuWzppsfbUE9am+Xfv7eJmcCPczPBKLedPrFToTSFnvS1ldMCKHlaQKD0Uj0drnO9ZKZdLDvi2nisS9G1zh4UnhvypzRSnLpmtDNo9swYFjsEh/9JdwxNDZqtNEM3z5RgJ/zGJIhihBvud5afJTe/XCicWTcScYfZ6HH6zVwD42oslNhtF9iVNbp0j68RX5q86gpV7crjH7LHxb1uU3UCEGn79+pctW4aBAwciJiYGKSkpmDZtGs6dO+dxm48//hgjRoxAfHw84uPjMW7cOOzfv1+wzpw5cyCTyQT/Jk2a5P+7aSFcK7fnq7O9BYwWG5QheiEnggfXZ4iEb4uHbUBYbbBAb7LAYHbO3roTQ1JpMIXV9gG51cZgwls7cNNLmzymcTU2RrPrrDSb1sTOWLMpQuIIDOB0lWPXk7Imvu+zA5jz6X6X5WIEkSEfLYz5xxWlVmBct1Ru+ZPfH7Mv50WvagViiBEIsHCo7wpH2O+Rt94/TQXfDr642h7J5ae/AvB7MlSqZsjd+88p1fvlvrjjvNCynxWZ80d3xIC28XhnZl+/jpUgGgO/fv3bt2/HvHnzsHfvXmzatAlmsxkTJkxAba37ItRt27Zh1qxZ2Lp1K7Kzs5GZmYkJEybg+vXrgvUmTZqE/Px87t/q1asDe0ctAHYCNNqRD28wWwW9Zxh/cj+IsIEdjJEWImI0Sm4gU1glTHWTst8FAK3EYIeNTuhNFhRVG2FjgJ0XS4J8tIFjkBiEseLCmSZnf19SxeNRgsiQDHK5DG0SIl3WO5xb4fVYLAIx5EdkiI1gKeR4/56buOU7L5TAamPQKs5ZtM+PDH19IBfrTxZwjw9e9X6MhP+w0RZViOYf89PkzjrcH7ul6QTrKPw8djZVkz9xUlXnPvLY5fn1WL0/1+3znmDT5DLiIvD9X4Ziat9WAe2HIBoSv8TQ+vXrMWfOHPTo0QN9+vTBypUrkZubi0OHDrnd5j//+Q/++te/om/fvujatStWrFgBm82GzZs3C9bTaDRIS0vj/sXHxwf2jloANseNOMoxGFp3sgA5vOJe6jvUPOFqhkgNtXhkMhmXd19QaRC4YLVLjJLcRsq6lp1p5kc9dl4sdVmvKbDaGPx81NXJymy1CRqZsr+Hewfb+6SM7ersdM+PDLHr9WwlHEj6fjzO66o/NUPscSodNUv92sRxz50rqEYqr37icrHzOv7Z7hyBwcWuEDkvzYmzBVU4dcPeiFgqahgKqHlpcmcL7MfaNT1GsI5UZMhTrU8dVzPkFEMD2yV4PI4FP5zw7YBFhGr6IUHwqZdVTWVlJQAgIcHzj4iPXq+H2Wx22Wbbtm1ISUlBfHw8xowZg6VLlyIxMVFyH0ajEUajcza0qsp+gTCbzTCbQy+vmj2mYB2bxcrO6jgvMu87iqcBoLbOBDm5EHkk2OekMTCbHbPGTHgdty+E4/loalJi1LhcUovr5c4B9O9vysDkHsmSn2NytNplWZ3ZCrPZDIPROejef6UMQzrV/1z8eOQGlAoZbuudHtD2qw/kYdm6sy7LbTYGdbzjhc3+HjolR+DAgtHQaZXcsfMCQ2Ac66VIfA6A9/dr5Dn3Gf2417DHqpTL7PcoXhH83kvFAJzC6tT1Crf72XOpFHqDkQaXQWT2J870SDlsPp/TxrxesRGre1bsA2DPDGgXrxW+tkTa5s5zhRjRKUlyn9V19u+kVinj9qPTyDG5RyrWnSoEAHROicb5ImdPsmiNMrD36/jdNSR0/wgtQuV8+PP6AY+YbTYbHnvsMQwbNgw9e/b0ebunn34aGRkZGDduHLds0qRJmD59OrKysnDp0iU8++yzmDx5MrKzs6FQuOa5L1u2DIsXL3ZZvnHjRkRGuqZAhAqbNm0Kyn6KSxQAZCgvLoRUcG/tho2IUbksJiQI1jlpDI4UywAoUFZajLVr1zb14TQI4XQ+mhpztRyAHDv2H0V1jRyADO0tudiySTqdpabQ/v0R7MPK4Jc1a1FjBtjbwbWyWjBM/c6FwQo8vd++P3POEQQyN/P1Gfv7E1NUVIg1a9dzx7vlt00C0cPnVInzPe/Yvg0JGqD8huvnAMDrb+poqXO7vXv3o/Kcb9Ghq9UAoITZZMDatWvRRiHDScd+ft57GgYLwL7P/RduAJCO/NaarPjgu/XoEFhgi5CgqNr5xdy/LxuFnk3YXGiM61Vtlf1+z5KkYbD1tw2CdS5VAeLh3H+3HkD1Benv6Mmr9t9WwfU8rF17lVteV+b8zc3IqMArRc592qxmr78RhgFUMgXMvCbBO7ZthU56/iHo0P0jtGjq86HX+94PLmAxNG/ePJw8eRK7du3yvrKDV199FV9//TW2bdsGrdaZGjBz5kzu7169eqF3797o0KEDtm3bhrFjx7rsZ8GCBXj88ce5x1VVVVwtkk4XencKs9mMTZs2Yfz48VCp6q9Svri+H6iuQFbb1jhc6ppGMnLUGKTHknWlJ4J9ThoD/eHrwMVTSElJwZQpN3nfIIwIx/PR1JzccB6HduUgvlUWZMX5gNmMMbeMRMeUaMn1K/bnYU3eGZflo8dNQLXBAhzaAQAw2WQwWIHbJwd+Lsr1JmD/NgBAv6G3ICtJOnXPEz+WHsbpCtf6pdTUVIwd3xPYvxUAMGXyJLdOWOozRVh54SgAYPzYMUjVaWE7no//XXVN+Rk7wf1+AIA5UQCcPw4A6DdgAMb42Cvl0NVy4OQBxERFYcqU4RhrsSF27VmsPnANF6pV6JwaDTiyLG7ovaTApnTBlDEdfHpdwjuPZm/k/h41YgS6idLP3NGY16uvCw8ip6aMe9y/QxqmTOkjWOdIbgXePSU0AVEmtMaUKdLNTQ/+ega4kYfunTtgyrhO3PKt358A8u3ucXOmT8YrR52DWZtMgSlTJno81qJqI8x7twuWTZowXtD8uCGg+0doESrng80a84WAxND8+fPx66+/YseOHWjdurVP27z55pt49dVX8dtvv6F3794e123fvj2SkpJw8eJFSTGk0Wig0bh25lapVCH9QwjW8bEBcblM+sZthTykP4dQItS/MyxbzxXhSJ59wKRSNN/zGy7nIxRIjLFPeNQYbahwFD9HaTVuPz9dpPT0rIWRQyYXRkoqTfU7F3KFM22n2mQLaD/u7Hflcjkgd966IjRqt3V0ERqVYD2VSoXWidJicfJ7u7HjydGSr2uy2Ljfn/3gfP8NVhntn0W0Vun4TIFXpvfGnstluFqqF+7XDRo5A6NNhmqTlX4fDUSkVu33Z9sY1yuxC2SnNJ3La2p53/NerWJx4nolrpTq3R6bwWKPGEWL3vOc4e2x5mQBHhjeHmq18HphMNugVCo92mLnlrsOPmMiNVC5cbgMNnT/CC2a+nz489p+JR8zDIP58+fjxx9/xJYtW5CVleXTdq+//jpeeuklrF+/HgMGDPC6/rVr11BaWor09MByzZs7rIHCmK4pnIkCH39sMInQ53pFHe777AC+PXgNAPVoIOywTlB7LzsL6zUq95d0vpkAH4PZ6uKOVmmu33fMxttfSU1wLaEZhuGsrWUyz4Yi/P4r7N/uGj7mldXB6Kax6Qs/ncTn2c50In/6DJ3JtzuAdUlzRh1kMhnG82y2PdElNRo3JdlfjxqvNhyhaqDwxIQugsdStX/8r+PcEfZx2aWiGrfOsnqzq7U2APTNjMOxhRPwzOSuktvd9NImvP3bebfHeqXE1VlYqtkzQYQafv36582bh6+++gqrVq1CTEwMCgoKUFBQgLq6Om6d2bNnY8GCBdzj1157DS+88AI+/fRTtGvXjtumpsZemFdTU4Mnn3wSe/fuRU5ODjZv3oypU6eiY8eOmDjRc0i2pcJe+LQqBf51j2u6FN0wmxd5ZcK8VwWJIQJOMXS9wnn99TSgi+KJoQ7JUUiIsg+q6sxWgVMaAFTVU79YeYMw1rHOX9zJjRPXKzk3N5Xc8y2M/zRrP5zqRgwBrpbZpTVGWG0MvjmY53E9T5zOt0d+uqcLU7hv8SHN7s7+rfHr/KFI1Ap7KxHBga+jVcrQvK72bBWLT/7knEROiHLNikniCaRJPdOgkMtQa7Ii32Gdf7m4Bjk8ocLaaOu0rjPn7iZNAKBcb8bbv13Ai/87iSJHw2c+l4vt4zpqAk+EG36JoeXLl6OyshKjRo1Ceno69++bb77h1snNzUV+fr5gG5PJhBkzZgi2efPNNwEACoUCx48fx+23347OnTvjgQceQP/+/bFz507JVDiC129GLt1E0N3sJhGefJGdI3jsZfxHtBAiJKLCnnLzI3kuAwlRak5M1fEGTSyV9RRDfOvpkprAxJA7CquMKHAMxJRe+qvwJw7YAZqn5ppW3nEfzatA/6W/4Zn/Hnddz4+mq9fK7WK1fbKwbmpwViLivdRSsDP37Ns0+2HpTXgnXJz5+E3V46NcvzOt4yPxn7mD8dvjt0CjVHBW+0Nf3YLSGiNue28XbntvF8odVu0VersY8lbL88eb20In4X7yRfZVPPG96+/iskNwvfC77nhyYhf8PH+Yj++QIJoWv2qGfGnmuW3bNsHjnJwcj+tHRERgw4YNHtchhHD9ZmQyyRs7RYaaF2tPFAgeyykyREDYMBEAftc73WMKJT8lJiFKjTLHwOh/R2/g091XBOtWmuqZJsc0nBgCgLOO1DNvM9D8FDr+36sfvBmzPt7rsj6/R9sbG+y23t8duuaynj99htgGl1GiGXe1Uo5be6fjq73um1lqHeeMDVpQD7ngwTAM9z3t3zbebfpkKMBvCCv+HrEM6+i00a4xOG3gvzmYh1pHX6HDueUY2y0VFQ5r7Tg3dYQsL03riYW3dUfH59a5PHfiWoXLMjYy1CklGkM7Stt6E0QoEh7TIoQAZ2RIemaLaoaaNySGCMA13z9aoqkqH/4gKiFKzeXyi4UQEIQ0OX7NUHVwa4YAcIM5pZeZfb4A4gunIR0SBY1qWca8uQ0Gh3jJLXNvy/rk98dxtdS1PkIKg0SDS5bereI8bqtVOiJDjrdppomuoGG02LhI28r7BoZ0LSY/A0TqeyTmhd915/7+5oAzxZPNGmEjQ7ER3gvM3f3GWIHFYrbakMdFQaVNSggiVCExFIaw+fhymZs0OTPdMJsLel6jRxZPBeNEy0ErGhR5K+rni6fYCLVLZIlPvQ0U+DVDAUaGPCUi5Fc40uS8/Bb4M9/iwa7UtbPaaME/vj0GhmGQV1bn8jyfv3x12OPzLGxkSOrz5kf2pSzRa4z237+CIkNBp9oRPZHJ3EdbQgW+IPH0u2WZ2jeD+/tqqVPU77tciotF1Zwo8kVYucNksQmMUraeLeKuQak6KnEgwovQvgIQkrAXIIVcJhkFohtm8yGnxHV2OoQnMIlGRDyr27NVrMf1o3iRowiVwuNAqN41Q7xBElun4C+epF1+pV2oeKv5yEqKwpMTuyAxyjUdyN22a07kQ/mN9x/Z+cJqr+sATjEk5arFF0N8cTZzYCZ+O1OIaX1bAXCmyZGBQvCoNtijI9FqJeQhPsHEF/2eHCNZZDIZtCo5DKKJ0c+zr+Lz7KvcPcRXBz2dVokqg+vEXLXRwl2HHvrykOD1CSKcoMhQGMKPDLWOj3R5niJDzYcciVQcbw5aRMsgjieGWsVFYNagNh7X5zcU1ajkkoNzdta50uRbjag7+FGqhjB0uV7hm4ECAMwb3REzJT4bvqGEmP8ddW1mLSbKS1oiYJ+4Ygek4rRGQDgY5Q9y/3xLBxx8fjx6tbYLXCWXJkcGCsGCjQzFSBgEhDK+RIYAz0KH/Wn7Koa+fXgI7r3Z9TfECkoA0Pog0ggiVKFvbxjCGhkp5DIkx7iGow1UM9RskKpb6JRK+diEMDLUNzPOo0saIJyt1SjlkoOq9Fh7EbmVkXGNXAOBb7YWaDTDkxi7VGQv1PZkA+wNqYkkf/BWowUAFxzHCUinJKl454wfqYoSCTVW8+3PKcNT3x/zq88RIY1TDIV+k07+b8jXvj1SkRwxvtqJd03TYem0Xnh9Rm/ha9Q5X2NguwQAwMLbuoMgwg0SQ2EI301OilojiaFwZ8OpAlworJaM8nVOjZHYgmhp8OsI2FQsX2mXFCUZ2dCqFJzdc1FV4C5w/D5DgYohm4QYykywmx6wqcBJEg0ofaVtgn9iqE9mHP40pC33+HpFnUfnzsIqAya+vQOAXXyyZgh8+DPz/FQocQ0Lf8z67cFr2HGh2K9jJ1ypMdrFfjhEhtRuRHN98Xdfdw3IxJReadzj3DI9LjoEPyu+6jvJQBBNAYmhMITvJidFrdH7jBARuuy/UoY/f3kI49/aAYtEP5O02NC1gCWaBoOPYujTOQPw5MQuGNU5Gf3axLk8r1TIuPqa0gBrfQBhH55Ae+NIRT/aJgh79SRI1AL5SptE/wZtbRIiXaJvUj2IWE7dqOT+7pgSLVmXwt8f3xhFnFKnVgg/Cyv1G6o37OA9OgzEUPd0He4Z3AZPTuwStH3KZIE1R53RvzX398NfHcK4/9uOi0XVXMqcVF8iggh1SAyFIVxkyM2FrIbEUFhznNe/QarTfWoMiSFCiK+RoTFdUzFvdEfIZDJBzRFLud4EnWN5tQ9pNu7gB4MCNXSpk4iKigVMYlTgrlVt/IwMZcZHQPxz/OHIdbfr89OZMt3MlruLDIkL0KNFp8qXeiXCM+GUJieTyfDyHb0wb3THoO1TpZAHZHQwukuKiyjbfr4krD5PghBDYigMYWdM2TS5z+4biI4p0RjfPRWAtB0zET7w04OWb7vk8rwuggZChJA6k/+psVIpMl1SY7i0IV9qDtzBj+qYrbaAzBj0EpM6YlGRWJ80OT8jQ5kJkX5F3flCx53VMD+d0FPPpCjRT14qhZDwDzaSEQ5pcoHw7JSuHp/31TxBjEwmw19HdRDUzJksNlTVNe/Pk2jekBgKQ5xpcnYxNLpLCn57/BYM65AIgGqGwh1vtdFkW0qw3NbH3k/k4Vs6+L2t2IntpjZxeGlaTy7NxZ8I8/qT+bhnxV4UVtld3vhiiGG890CSQi8h8NokRApS4+qTJudLhPWWzsmC1xY3mvQEPz0wLda1wat9HWf0y1PGUqRofOmpVonwjRo2ktFMo2wPjfR8TfBmuOIJmUwmED01RjPnGqnzoZErQYQaJIbCEHZcITZQYFMnKE0uvKFZX8JX3rqrD7b84xZM69fK722VoqLD2/pkID02whkZ8sNN7uGvDmP3xVK8tu4sAGHEA/C/bshqY1Bc7TRw6JoWg3tvboPJPdOQwnPQlOof5CtyuQzrHxuB//5liFtRFRfpHNhlxkdKRqvcwU8PnDkwU3Id1gxFLvNsQS4WStRLrv6Eq7W2P9zaK93tc2X1qAkEhGmgpTXOffniskgQoQZ9a8MQq026Zoi9CJGBQnhDWojwFaVCjvbJgVmtq0SRITZtTufI+Q8kTa7KkXpkE0WCTFYbIuB7t/sbFXXcgP+uAa2xZGpPbvB1vaKOW68+aXKA3TIYAP4zdzAO55bj0NVy/HDYWQfEr9lLj9NKihCGYSSjtWaHuOnZSod4N2IrNkKFA8+Ng1Ylx4NfHPT5uKn5av2pcaSTN+f6q3dm9sUzk7tizD+3cRMSIzolYeeFknrv+0qJswdeSY194iJao3Rby0wQoQxFhsIQrumqnCJDzRFPKUXd0nWNeCREc0Zco8LWELAz5dUBXEc0DsEi/g77O3hnB1qdUqLx+ow+gllovrFDQj0MFPh0S9fhnsFtXXq4ZCU63etUCjmendLNZVt35hXse45UeR5sJ8doEKNVcSmPnVK8i1sSQ/WHFav1SRcLdZQKOTITIgWR2fdm9cOYril4/lbX73KgsFFccpIjwpXmexVoxthEBgosrBiSyrUnwgepeoA/DMjEHwZk4sN7+zfBERHNEbGtLltDxImhAJqurjmeDwB4/NujguWnb1T5tR9WDLVLinJ57ov7B3F/16dmSApxUfnQjol4dXov/DRvGAC7aLr8yhSM6JTErVOul/6c2CiSr40tZw1sg68eGIzvHx7qdV2zhcLH9YUVlMHs2xOqLJ3WEwDw2LhOiItU49M5AzF3RPt67XNctxTubzZaS05yRLhCMj7MYBiGS90QF0CzXcspTS68kRKznVKj633zIgg+4kFgoGly4ihQaY3RZdvZn+5Hzqu3+nxsrBhqLyGGRnRKwqxBbaCUyxAb5GJtjdL1M5k5qI1gmVwuw5cPDMaApb+hpMaI8loTWsW5GiSwkxq+DrblchmG80SWJ6hmqP6w0ZJAXdXCiXtvbosJPVKRHB2cSCoALLytB347UwQAKHHUDDXn+iuiedP8rwLNDP7AQzyzy3YtpzS58KbO7Hr+WsLsJdG4iCdTnGLIP2ttsdHCZV4tAR/WytgXcsv0AIC2ia5iSCaTYdn0XnjJMdsdTMQpU57qH+Id5goVbiJDwR5sPzfF2duF0uTqDysom3OaHJ+UGG1QnUgzEyLx2LhOgmXkJEeEKy3jKtCM4Bf0inP+WQMFo8UGC90swxY2MvTQSGckiIpSiWCjErnJqR3pXNGstbaP4qVCJIYKKg3c37MGOV3U8nnLvcH2TYpu5JlmsXARTzjxiY+0p+hV1JnwRXYOnv7+uGCyymSxvwdVkAbbc4a0xfSb7K6BnpznCN9oSWlyDcXgrETBY4oMEeEKXQXCDP6MoEtkiOeKQ72GwhdWDPFTgKi1EBFs3EeG/EuTqxSJoaulzsjQ4tt7Ik1n7+dzg+cC5w2LzTFQbeRJAH8iQ6ztdrnejBf/dwrfHMzDhlMF3PMNkYaV5EhzKqoyelmT8IZTDNHFNVDEaaokhohwhcRQmGHhucKIZ7TUSjl342VtQ4nwg50V5/c4EVsVE0R9EYshtu+Qjucm58v3TiyGrpTYU9zUSjnUSjm6pdt76fgTGTI5rnONPWsvrhkS92Liw6YE8dP/2FqnKoMZR/LKAQRXDGXE2oXlp7uvBG2fLRXWhKIl1Aw1FLGRQjGkIwMFIkyhq0CYwabJyWTSs5aRDhMFf5oDEqGF3iFk+Q0lxQNOgqgv4oE+mybHzu4yDFDrw6RKhV7YvDHHERli03bTHeYC+f5Ehhyz9mLB1tColUJrbU+RIfb9lfOaV7JRsbs/3ou1J+xRIl/d5HyhV+tY7m+jhaL/9YGLDLWQmqGGQGylTW5yRLhCV4Ewg00fcZfLTiYK4Q+bJhepdt5o2D4OBBEsItXCgT9bXK1RyqGQ2SddfEmVExsosNERViywTms3/IgMsQPVxp61F6fJeaoZYt9fIS9l7fi1SgDAyetOK/FgRrd6ZDjFkJQFP+E7JqoZqjfRGrEYojQ5Ijyhq0CYwabJuUvfYC9OVDMUvrBNHCPVCvz5lvaIUiswe2i7pj0ootmhVSmw6sHB3GOGYaPOMkQ4xjRioSMFG7VkZ4nLHJEStoYx3ZHalV/pT2SIbR/QtGLIY2RIy4ohp8g7X1iNoiqh6AumWxk/jY9MFOoH1QzVH7E7HbnJEeEKiaEm5kBOmccUKHHOvtlL+gjba4giQ40HO4gMFmxkKEKtwILJ3XB04QR0SPbelZ4g/IXvBsW/1EQ6gkbVPkSGWGvp7hk6wfIYhxhKjrEX/ZfWCNPpPGFqooFqpEoYLRPXEPFhxV4RL2prY4CRb2wVrBfM6JZMJuPEFYmh+uFvHyjCOxQZIsIVugo0IR9sv4Q7P8jG0l9PSz7//raLuGnpJlwsquaWsdat7i7g7A36UnFNkI+WkOLnYzfQZ/FG7LlYErR91onS5OhmTTQU/MgHf+JF69AE/kSGOqYIBTs7McNaUJfrfRdDliYyUBAP5jxFdVixd0XUV8lgFooUTyYMgcAKtL2XSnEgpyyo+25JsPdST6mQhH+Ia4gIIlygUVYT8uq6swCA7w5dk3z+9fXnUKE3493NF7llZqvnCzibJvfGhnM4dLU8mIdLiLDaGPxt9RFUGSxYvv1SUPbJMAxnoCCu6SCIhmB891R0SolGvzbx3LIIJVsz5LsYyoyPFCyPdhRTcxbUtWafo6hN1QNGXADu6fWjNL4N/PwRgb6gcZg8/OO7Y7jzg2ycvF4Z1P23FNivopz6FtSL2UPacn+TmxwRrpAYCgP4g2JvBgr8ovtvD+Q17IG1cPZcckaD2CLx+mK02Lh0pQgSQ0Qj8NEf+2PDYyMFURC2ZsinNDmHGEp09MBhiXZEhuIckSGT1eYSNZHCamNQ6qg7auw0OX8iQ+LicXf48hn6g9Um/AyzL5UGdf8tBZtDDZEYqh8jOiVzf8fzHFAJIpwgMdRE8DuVszn1fCy85qoJvAuM2UthMZuaAgC6CApZNyQ5vPSYYDk7sSlygGv9AkE0BDKZDHLR5EqEH2lyNY7Bfryo5wgrFvgTNxab99/JRl7j0saODIkLwD2lUPlaH1FjDK4tfrleuD9f7M8JV9hbMGmh+lFU7TQMSSQxRIQpJIaaiOvlTmcl/gXk8W+OYu7nBwVFudG8my7b08OdgQK/BoBC1g0Lv4D5hyPXcbGo/nVaf/7qEPd3YztpEQQLJ4Z8SJNj+93wo9KAM41MWJfk/bX5zVnFIq2hEdc8iN2y+PgauQ2yv4oLtWSWExBcZIhqhurF+G6pUMplGJyV4PH3QhChDIUOmohLJc6BM9tI1WSx4Ycj1wEAv+udzj1fXmvC5Hd2YnLPNPx87AYA4CZefj8ffsRJS5GFgLFYbbAyDDRKBc7kV2HN8Xy0jo9AjFaFWx3nRuzm9Mmuy1g2vXe9Xnf/FSqIJpoeraNmyBdXStb5TasSinc2MqSQ+RcZ4kfC4xrZqlcmkyEuUsU55HkiVaf1uk5StAZPT+4ajEPjeHpSV7y2/iz3uIbaKASEs2aoaY8j3EnRaXH4xfFcj0OCCEfo29uA7L5YgsRoNTokutaTXCl2TbHidxS/zuvW/vHOKwCAM/n2Rn5qhRzPTekm+Zr8WUiapAmcae/vxo0KA/Y8MwaT39kpeG5014mIVCthNAsHIRSJI5oLbOCZTct1h8VqQ16Z/Volrq9hxZBcLoNMZr82WX0Ik7DXwQ7JUT6bFAST1vERPomhaI0SW58YBZVChpIaEzafKcR7Wy4K1tn/7NigRx7+MqoD9l0pxbZzxQCAslpqyBwIVDMUPOjeR4Q7fuXhLFu2DAMHDkRMTAxSUlIwbdo0nDt3zut23333Hbp27QqtVotevXph7dq1gucZhsGLL76I9PR0REREYNy4cbhw4YJ/7yTEKKwy4J4V+zDp7Z0ug2ZA6DDE3vz5kQZPDQoz4rRuCxUZOAcb3gYyhDRWG4OT16tQVmvCqRuuTk3FjhRGcWQoMZrypYnmATt+//7QNW4SRoov917l/hb35OGn97LRIV/S5Ni6ua7pOi9rNgxiVzxPZCVFoXV8JPpmxrkYKnz0x/4NloJl5tWUFlaRGAoEG9dkuIkPhCCIJscvMbR9+3bMmzcPe/fuxaZNm2A2mzFhwgTU1ta63WbPnj2YNWsWHnjgARw5cgTTpk3DtGnTcPLkSW6d119/He+++y4++OAD7Nu3D1FRUZg4cSIMBoPb/YY6JTXOG9T2C649aPiF8s7IkPMGd7VU73bfabHu0zP4E6/8GybhO3U88WqUcL9iz61YDDV0bQBBNBb8ksQnvz/mdr1Npwu5v9UKYVouXxywosCXyFCd4zcX0URpvq3jA3OG5A+q1/xtOCb0SAvSEbnCN2wpriYxFAg2stYmCMKBX2Jo/fr1mDNnDnr06IE+ffpg5cqVyM3NxaFDh9xu884772DSpEl48skn0a1bN7z00ku46aab8K9//QuAPSr09ttv4/nnn8fUqVPRu3dvfPHFF7hx4wZ++umner25poRfu/PL8QKX5wUDbseNjX+Dyyl1LzA95ebyu8gHy+GspaHnuTPN/nS/y/MlNfaonlgM1UlEAAOlf1vpmjCCaAz4AQ2pCQEW/oSLRlQzxBczzsiQL2LI6rJ9Y/LgiPaIjVBher9Wfm3Hf2sdkqPdrxgETLyo//WKOhRVhe/EYVPA73dFYoggiHolZFdW2lOIEhIS3K6TnZ2Nxx9/XLBs4sSJnNC5cuUKCgoKMG7cOO752NhYDB48GNnZ2Zg5c6bLPo1GI4xG52xYVZU9jcNsNsNsDq6NaaDU8exUt54rxuibgB3nCjGkYzJUCrlgwG2y2GA2m1Fb53xPbB6+FBqlzO37tNmcA/Jt54pw/9BMl0aCBLjPT+pzXLHD2UDVIjF4q9YbYTabYTAJt9Ub6//9i1IrUGuy4qXbuoXMd7kx8HQ+iMbFbDYLIkNymfvzwr+OyRjhZIDNZuW2kzt0UmWtAZeLqjCgbbzbHj56x7VTrWia70N8hAJ7nroFKoX766wUZrPzs5AzVph96Knk235dfxtmi/CzXrHzEp6c0Dkor9cS4E9WWi0WmM3+CSK6XoUWdD5Ci1A5H/68fsBiyGaz4bHHHsOwYcPQs2dPt+sVFBQgNTVVsCw1NRUFBQXc8+wyd+uIWbZsGRYvXuyyfOPGjYiM9D3fuyG5UCkDYJ/ZNFpsWHlejjP7j2F8Kxt+18aGK7lysIE5i43Br2vWIq8W8OWUlBTmY+3a65LP5fL2e/JGFe56bwvmdbeSY44bNm3a5LLso2zP52Df4WNQ3TiKnDz7Z61RMDBaZTh74TLWWi563NYbJrMCgAz79uzABdf2U80eqfNBND782fKa6mqXOk+WojL79xUAtm3+Dfzr19ED2Sg6Zf+bsdjXe3jlHlyrleGWNBumZ0mLhQtX7L+rqzlXsHbtJcl1QpEz15zX/HXr1gV9//zfRlmF83MHgIOn63/taUnYA5r27+pvv21CZIAjIbpehRZ0PkKLpj4fer37chMxAYuhefPm4eTJk9i1a1eguwiYBQsWCKJNVVVVyMzMxIQJE6DTNU3RrZidF0qA04e5x2cq7AJld7EK7z88Fj+WHgZKnbVEY8dPxMkbVcCJA1733aFdG0yZ0l36dX88BRQ5hdLFKhlePxONm9sn4PXp7kVrS8NsNmPTpk0YP348VCph5OzR7I2S26TpNCioMqJDl26YMqwd/ld2BCgtRoouEnnldUhMb40pUwL7jNn0oX/s+w1gGIwfO8Yn697mgqfzQTQuZrMZB1b9xj2Oi9NhypQhkuu+dGIbAHva6O+mTMJT+53bzZ0xhft70bGt0OvNuFZrH8BvL5BjxbxJLvuz2hjsW3MGKLiGbp07YsqYjvV/Q43ExS0XgbzLAIApU6Z4Wdt3pH4b713cDdQ5U6m1cUmYMmVA0F6zuWO02IB99u/qxAkTfG6gy0LXq9CCzkdoESrng80a84WAxND8+fPx66+/YseOHWjdurXHddPS0lBYWChYVlhYiLS0NO55dll6erpgnb59+0ruU6PRQKNxnTZXqVQh80OwuSnHilApoFKpYLQI068YmQImH7MqVEqF2/c5sWc6vj8sjBrlVxrw45EbeOsP/Xx7gRaEP9+Z9snRKKgywmBhoFKpuLz9DinRyCuvw40KQ0DfP5uNwe8/3A2FXMal5WnU6pD5LjcmofQbbsnw0+QUcrnbc5IQpeZq6CI0TjfFVnERgm0UctfroXifNUYLJvzfDtxwNF3VqsPsuyBzvseGOG7+b+PNu/riT5/ux83tE7DhVCHK9RafXvNauR5vbjiH+4dnoXfruKAfY7hghTPNUKNWQaUKbF6YrlehBZ2P0KKpz4c/r+2XgQLDMJg/fz5+/PFHbNmyBVlZWV63GTJkCDZv3ixYtmnTJgwZYp9pzMrKQlpammCdqqoq7Nu3j1snHHHn5MY2QjWKcr6NFiuOX3O1cU6UsND2VPA5rlsKvn7oZozqkuzP4RI83NUyJEbbBbje4QRocBR6d0mLAeDZAdATJTVGHL9WiSO5FdwyJeU1Ek2IXFAzJP1dZBiGE0K/PjJc0H1erH0UPtxpNp8p5IQQEH6/Aan6woaib2Ycjr44Hg+OaA9AWLvlif/beB4/Hb2B2/+1uyEPL+SxkYECQRA8/BJD8+bNw1dffYVVq1YhJiYGBQUFKCgoQF2ds9h/9uzZWLBgAff40Ucfxfr16/HPf/4TZ8+exaJFi3Dw4EHMnz8fgL3j92OPPYalS5fi559/xokTJzB79mxkZGRg2rRpwXmXTcDbv0n3SYpU28WQ+MZptNhQWuNqkZoc4xoB83TxlslkuLl9It6d1c+lfwJD3s9eMVttki58MhnQPikKAFBWK3ST65JqF0MFVQZOIPmFxOlUKOgGTTQdYgMFKa6U1KKs1gS1Uo6OKXb3NNZOu7uoR5AvvXDEfYpUviioEOLO/vYsiWEdExvl9WQyGTRK+/3EV+fQyjqesc/ZogY5rnDARs3JCYLg4dfdZvny5aisrMSoUaOQnp7O/fvmm2+4dXJzc5Gfn889Hjp0KFatWoWPPvoIffr0wffff4+ffvpJYLrw1FNP4ZFHHsFDDz2EgQMHoqamBuvXr4dWG741E+cKqyWXXyiqwZsbzrk0RDVabDBLzCxKiaEItffTptOquEE6i4n6DnmFP1jgkxKjQftkuxjKdUSAWOGTFqvlcs6vlLi3RHeHVHPccJsVJ5oXckGanPR3ce/lMgBAv8w4LuL90ez+mDkwE89O6ebT63y59yomvLUdNyrqoBFZaavCbEKgfXI0jr04AV/eP7jRXpONYvsqhrIcEzoAcN9K7/WpzRWKDBEEwcevRFlfIgvbtm1zWXbnnXfizjvvdLuNTCbDkiVLsGTJEn8OJ2z519aL6JQi7ENhsthglrihJUe7iqFID32G+Axsl4CzBU5RVmeycjOJhDS7L7o2yAWAHhmxXDPG/Cp7JNTgSHXUqhRI02lRbajB5Hd2IufVW/16TamBjLsBKEE0Nlo3/X72XykFANzc3hkJGdohCUM7JPm030q9GS/8ZG++veSX07h7cBvB8+EWGQKA2MjGzY9nxZC455k7qBG3HYb3MdClliCI8LvbNBNc0+SskjcqqchQlNo3QTOgnbBxZzCbgjZXNp6ym33MHtJWsHxq3wxEa+wDnVojWzNkP19apQLVBmfOvr/piFJiSClRcE4QjQW/RY7ajShh64XaJQXWzuCjnU7b7Ktlelhswt+BMgzFUGPDiqEaowXLt3m3ITfwTmyvVrENdlyhDkWGCILgQ3ebBiLSg2CJ1ihdhI/JjzS5UV1SfDqGQVnCZrhDlm3BrgvSkQ/CzuHccgDAbX0ycOSF8UiIUiMxSo3x3VMRpbGf0xqH8GHT5DQqOaJ51qy+ztKySIlgmq0kmhK+GHI3icI2rgx0MJnLayydW1oLk8hhM9zS5JoCfp3Va+vPel3fwDPuuVxcgz99uh97L5c2yLGFMnwxRFqIIAgSQw1EfKSrC1yazi5srDYGFqmaIak0OZ4YemdmX2x7YhTa8fK+PZEeG+Gy7N5P9vm0bUuFFTKxESrER6mx/tERWPfYCESqlVxxuMlhssCuq1UpoFU5f0r+mihIiScZ3aGJJoQvhq5X1EmuY3UMKANN6azi1efVmqwuDpvhmCbX2LhzvnSHkXdia01WbD9fjJkf7Q32YYU87LyjTEbXWoIgSAw1GFKzqemxdkMIk9XGpYSwg2iTxSZpzcqvGWqfFO2zEGJZMrWHyzJbI1rAhhsWR5SGNTBI0WmREmM/b1EaZ/Snxmjh0tu0Srmgj4q/6YiUx0+EGp1jndeI/AqD5DWDXaYIcDBZWWdGGq+x8NG8CsHzJIa84y6F0R0Gi/+p0htOFeDVdWeb1X2DTWWmFDmCIAASQw1GnaMXTTRvAM3e+K02Z3+OKIcZQk5pLbY4rE4fGtkesREqPDO5K+J5fYZSda4pc96YPaQdXp/RW7Cs1GENTbjCpv5I1eyoFHIuLaWs1mkVrFUpBO7YX+/P8+s1fXWCIojGIkkLbP77cAD2yZtiCdv/YESGrLx0pX0OdzoWJaXJecVfMcSPDPnKn788hA+2X8K2883HitvKiaEmPhCCIEICEkMNBGtjza8dYiNDfNhow9I1Z7hlvVvH4uiL4/HwLR2QwUt1S5RwlvOFkZ2EDVjJYts9bN2Wuz4/rLgtrnYKSrHb1jubL+Baue8NWMWRoS/uH+TztgTRULRJiESrOPv151q5a6ocFxkKcERZZ7bCyIuilogEV2pM+LZWaCzkos/e6iV6429kiL8/ttl0c8CZJkdqiCAIEkNB52ppLb7en8vdRHQRTqvVNAkxJGW0oFLIuYt0bKQKv8wfjo1/HxnwoCMtViuYQTSSqxxySmtxucp1OXveVG4+a1a8ljoiQyqFDAq5zKUId4sfDQ35TnQAMLJzsps1CaJxYcWQVN0QN7se4HUpv9KAKt53v1wvjFh3S48Rb0JI8NSkLtzfYkc+MQY/I0N8garTNq5teENis1FkiCAIJySGgszRvAo888MJ7nEiL80tOdrVVIGfRscidlHq1ToWnVPrNzDY8dRo7m9/3c6aI+Pf3o13TilxJt/Zh4lhGE4MuROe7PkqdaQ5sn2bxGufK5BuuiuFu95GBNHUtHL01sotdW0mzAY0fakZ2vT3kV5bAvCbD7/1hz40a+8jc4a24/72FBmy2hicyZeYAfIAv0+dzc+WAaEM+1aoZoggCIDEUNAR53An8VLbEiXEUKSEGGLriYJJWqyWm+UlMeTk9vezOTHCN7Bw1+OEFUNvbDgHwGmAkSJK6fE1pcRmY7D1XLF/B00QjQTbi2anhCW/P2lynVJjsPB2VzMXKW7vk4E7+rX24yhbNvz6RrPVvWB5fYN76213vdGO80wtPO073LCRgQJBEDxIDAUZjUoshpwCKCFSLRBHABCtcZ0tbahmeOyxUZqckHtW7EOF3iSYVVW6TZNz9Boy2tN72MjQott7YHjHJIzolATAd1OEa+V1LrUSBBEqdEqNBmB3fhNj9XNAKa6tc4e/jpktHf61ylNk6MPtl90+98vxfMnlx65Vcn9bmlGtqY0MFAiC4EFiKMioFcIbPt8NLiFKjT8MFM54ivOw5w7PQrd0XYMcGztwp8iQ602wuNooMDJwN9sdJYrkxUXaz19arBZfzR2MyT3TAfhuUhGI1S1BNBasgJG6ZvhroOCuDk9MbETzqU1pDORyGXc9C1SwfJmdI7n8xPUK7m+ppuDhCvtWAq13IwiieeGao0XUC3ETPP6sXXykihMk7HPiSFG/NvENdmysLXRLF0NWGwPxff3uFfvQnSdC3fU4EefNix3+2PPva2SIegwRoQx7zZBqJOy01vZtX+5ST8WQGPIf9np2oagGKTpXo55KvWtkj8+BnHKU1hgF1zOL1YbCKmfUWqopeLhCfYYIguBDkaEgIxZD/CJgJa9PDQBEqBVIjxPeuAJ1jPMF9rV3XyxBfqV0V/mWgJQAKa42Yvt5Z+2Ou9NQJ6oFShLVgbHmF76KHEszysMnmh/8yNCeiyU4xqshsdr8G1BK9Q3qlBKNb/88BMM7JnHLOjtS8wj/+fOXhySXny3wbpxw8oZwHXFqpDenunCCiwyRFiIIAiSGgg7fQEEuA/q3FUZ6BGJIpXDpPeSuViUYsPUsK/fkYMiyLW6LZhsLq43B94eu4UqJq1NVQ+JNqCjlMrdOVmJjBPH50/gZGeIPMNonRWHlfQN92o4gGgNnk2ET7l6xD1P/vRtFVQYA/qfJRUjUDD0xsQsGZSWgqNrALeveQGnCLQG2llHM1VJh37M/j2zvso448lMuiiY9/d8TeHnNaZftHv/2KKa8sxPGMEr5ZSP85FhIEARAYijo8CNDSrkcN7dPxAf39MVzfe03KXGvoTRdhOCxu2afweAvozoKHjd1uty6k/l44rtjGP3mtkZ9XW/RGKkZbBaxGGqfJJzFZtPraowW7L1c6lUUsQ5NHZKjsOWJURjVJcXj+gTRmEiZHpwvrAHgv4HCwHYJGN4xCfcMbsMtY7dl9wn4nk5H+E6tSSiSnpjYBWv/NgKXXpmCAY4JO3Hkp0Lv6mr68c4rLuv8cPg6TudX4Wy+7+0EmhoyUCAIgg/ddYIMP/LDOp6O7ZqCFIfmGdstlXu+qNqIjLjGiwyJm4O6m0VsLK4UOyNC3jqnBxPvkSH3P4u/jOogeJyVLHS+YsXw2YJqzPxoL5atO+PxtVhh5q5GiSCaEq3SVQyZHYNmrs+Qj9cshVyGr+YOxst39OKWsZu++LvuAIC/j+tcj6Ml3FEnqvlSKeTonqGDQi7jrj1i6+wKL3VGn+/JwS1vbOMeh1MfIuozRBAEHxqBBRmNKDIkRqWQ4wXHjX9ct1TERqi4XjXutgkm/DQ+vbFp0xraJEZyf18urvGwZnDx5orkaXA3pVc67ubNbGclCsWQWNR8tjvHy7HYR5SeolEE0VSIWwUATgFvY/xLk+PDNmDtkxkHALhvWDv89vgteGRMRw9bEYEirnXko3RT51guERnis/DnU4K6osW/nMbpG95rk5oKs9WGreeKUFln5t4riSGCIAASQ0FHw0srcVdw+sDwLKx+8Ga8Mr0nZDIZMmKdqXINPSjmR56aOjLE51Qj3kTZ3HiNgsHup25xeV5sgiEmmmevzbdOBwB/z57Vyg4o6adIhB5SkWrWvtlfAwU++58bh/3PjeXcNGUyGTqmRJPVcT3RaaUNYj2JIXYCR5w+LNVbyhNH8yrw7I8n/NqmMfn6QB7u++wAZizfw937Ytx8XgRBtCxoBBZk+Dcjg9l9OtaQDolIibGnyCXHOO1MG9JNDhDm44vzyBsbfmrc6fxGFEOOwZxSBqTEaFyeL6723AS1c2qM2+eiRTdXb+eTFcy+9mAhiMZE6vvLRlb9NVDgE6VRctc/ov68/vveAAAG0r2G9B4abbMOmOLeaP6KIQC4WFTT5MY87rhWZjeRuFBUg3MF9vqmaA2JIYIgSAwFnUDcaSLUwt5DDUkk77WqArjZ+UO1wYzp7+/GRzsuST7PF0OlNe5TMsprTV4Fij+wufFsEM7fUzatbwZemtoDG/8+0uW5HhmxePgWZ12Rt1oo9lgoTY4IRWQymUuRORcZYtPkKNWoyZnaLwMAUG2woNrgOsm1al+u222VXGRIKIakekvxUUvUOdYYLaiqC52MA3f8dPQ6AIoMEQRhh8RQAyDuPeMN/k2noWuG+A0NA5n584dvDuThcG4FXll7VvJ5fsGt3k2Uympj0O+lTRj0ym9eb86+wlrAstlwydGu0SFPKBVy/HFIO7cRomcmd+X+9mYTzEWGyECBCFHEev7xb4/hSG65M02OvrpNjkap4OpVxenPepPF84SP4/z+dPSGYLE7J0w28sOfxOPT1BkH7uC7p568bs9EiNZSg1+CIEgMNQhi+2xvnLruTBHztVlnoNzcPpH7u6HFkLeoCP+t1rrJaWd7EDGMd3cjd5itNry3+QKOOhpGsvnzase3Pz5SKF5/1zs9oNfh8/oMe9pKohdhzEWGKE2OCCP+9On+ehkoEMGHjXKIxcjl4lrOPW10l2S8eWcfwfNrTuQDAHd9ZBGnzbFYHNd1NpI0e0hbQbqxuP1AqCDVSsJdjRVBEC0LEkMNgLh3kDeieHnL7UVWzcHmyYlduL8DFRe+Esl7X1Iiz8qLDNW6MXO4Vu5sFvjulgsBicXvD13DPzedx7R/7wbgvFmzYqhLmjPC8/3DQ1wGC4EQ43jv3qJZFi5Njn6KRPhQZbBwkx2UJhcasPeRGoMF608WYN5/DqPKYOYi4W0TI/HZfYMwo39rn/ZndNS8zhnaDok8oxj2msXWjv35lg7Y/9w4pOnsk4DBiuAHG6lIF9WtEQQBkBhqENJi/Uu7svAiKDENHLaP0igxb7S9pqWhI0Nanivb6+tdU+VsNu9iiO9wtGpfLjo9t87v48gtE3ZfZ3tuqBX2fS+8rTvGdk3Bx7MHYEC7BMlGk/7C7sOTiQbAT5OjASURPsRHqrj0OYoMhQasGUCN0YKHvzqENSfysXzbJWeNpJ/nyeiYeGqbGInsBWO55WzEiI0MseYvbD1qqEaGpCJdqTr/7tUEQTRPSAw1AHf2zwQAdPAxymN1Y8HdUMRF2Gf5pDqMBxP+zWflnhxuhpKFn0bn7gZqkUi187dBK39Ws8ZocUmTS4zW4JM5AzG+e6rU5gHB5u+fL6zGyNe34vM9OZLrsbOvGonmlgQRqrRJcPYI82ZFTzQOUTwxxFJaY3Q2dvazuIuNpGiUCsFkjdlqg83GcGKYjWqzE0Du6j8bG4Zh8KdP9+O+z/aDYRiYLK73mFQdRYYIgiAx1CD0yYzDb4+PxP+3d+fxTdT5/8BfSZqmd0sLBQqFcpX7hiKIWBQUEAQPRGTlEHcFZRdFl6/suiquK7rr4v1b1xXEY1F3V0VXDrkEBQFZoNxXOVqgF1fpkbZJk8/vj2Qmk6ttaNpMk9fz8fBhMjNNPuGdmcn7c349b3idjvf1x319SZMoFDdwy1CVolXEbBHy+B+JtQ7d5Dz923gb2OuNciHc/eeK5Zu1l/G/fiGtN1VVbUXuFSOe++awx+OkLiURHha3JFIr5bnMyT/UQeqaq7yW6nVaufXZ24yVd/ZN8bhdGmMTHqaFRqORxzVWW4S8WDTgaHGSWobU0k2upKIaW09cxPfHL+L81QqPY4ZaeFhagYhCD+9iDaRzcmyd1zDonBzTwKVxFh9lS4YauptcpUtNXJVLlzGnZMhLbaKnhWu9Dez1RnkTLCyplNfcCG/Ab39dkxupyx5bhqgpKal0/sFNgedoGXJcd/U6ba3jEheO6Wo/1pbUWKwC81buxQ8nLgJwtPxJ/680W5y6L0t/Z7Bf8zwlHYGgvE/kFVd4rERjyxARAUyGVOGN+/vjzr4p+G8dW5LqK8HeMnTNPoHCnpwrfl3HR+Ka/Lh2eVPmNJVmq8dWINdV0QHfW4aUNZVlVdWotHeTMzTgt99TcuNpMUJpTJG3aWqJ1I5jhtRBWvC5TJGohodpa13YWereZrYICCGwLfsSvj2QL++XWtalWTevGE1O12VpOQjp/56u2YGg7Jade8UoJ2ldFUsiKLtQE1HoYjKkAqmJUXhzan/0bhvfKO+XYL+pFVeYsfpAPu752w7c+Mpmv7+Paw2ha7JjdUkOPLUOeewm52PLkHISg5OFZY7Z5Bow//DUMmT28CNh+fYz9rLwVCSi6yf1RCitdLT463WaWhd2Vo75MlmsbmNJpSm7pfXz/rbllFOLvdQyJHeja+QxsN4oK81yrxjl7oPKyQ+1TOSJCEyGQlKCvZvclXITHlu5F4DvrS114dp33PUm6ZroGKvc+5qbPdxYzfVoGfp4Zw7WHioAAOi1DVeD6WlGOtdpwZXPjxeUNlhZiPzhlm7JePuB/oEuBnkhJUNnLztmzzSE6RxjhrxMoKCsiDl9sRzPrDrktF+aMlsaY7rhSKHcvVen1UBjzy50cjKkjpah8irnliFpYolBac0CVSQiUimfk6EffvgBEyZMQEpKCjQaDVatWlXj8TNnzoRGo3H7r2fPnvIxzz//vNv+bt26+fxhqG6kCRQaWm0tQ67PC0sq3V7DHy1DRpek7EJxBQDA0JATKHiYYcs1GVJ2TVTrqu1EEg24OLCaSWOGdp2+LG/TaoCzl2zJkbeWIeW1avF/D6O00vlaJI2rUSZNR/JK3LZJY8fU0k1u6j92yo/PXjbi/FXbdf8XN7TH4jt7Yu38mwJVNCJSGZ+TofLycvTt2xfvvPNOnY5/4403kJ+fL/937tw5JCYmYvLkyU7H9ezZ0+m4bdu2+Vo0qiN/rKNTF1VuLUMu3eJcZpA7UejeOuKPMUPephBv2AkU3P+NXZO4/GuO5G9ivzYNVxgiP9BoAJ2P0zNT45FmkytVXFcPXriGNzadBOC9ZUij0WCwvbVk5+krTvviIsLkJEur6F+2PfsSACApxjHmRk0tQ4UllU5TjO8/Vyw/jovQY8awNHRvHReAkhGRGtVtujOFsWPHYuzYsXU+Pj4+HvHxjrEwq1atwtWrVzFr1izngoSFoVWrVr4Wh67Tk6PT8dcNJ5y2Wa3Cr32o3VqGXBKb97edcXp+sqjM7TU8tQxVVVtt60ZYrHWaha3YPlHELd2SsflYkby9IccM6XVa6LQap/K7jhk6km+rXTWEaXF3fyZDpHYatgypWLSH2Uu/O1woP64pdv96ZCg6LFrjtv2Gjkkej/9wRw4A56mppZanah9b7hvCqYvu9xKJp38nIgptjX5VWLZsGUaNGoX27ds7bT958iRSUlIQERGBoUOHYsmSJWjXrp3H16iqqkJVlaOLUUmJ7Uel2WyG2dyw00VfD6lMaipbpN79xvjeD9mYfWOa396jwqXrV1Ut8TlRUOK2v8pse407erfC6oO2sT4VVSY89e8sfLUvDxufGI7UZlFur6V0pdzWMtStZYxTMhSha9iYGMK0TovJVlSaYDY7Trl9ObZa2Nk3psFiqYZFHctzBIQaz5FQ5S0WQlghhIdxfYxZg6rruRFZy908/1qFz7G6d0CK4m/cK6aaR4fL+6V2J5O5OuDfiXOXvSdDUWH1/87yeqUujIe6qCUevrx/oyZDeXl5WLt2LVauXOm0fciQIVixYgW6du2K/Px8LF68GDfddBMOHTqE2NhYt9dZsmQJFi9e7LZ9/fr1iIqq+YdxIG3YsCHQRZAdL9AAcG4aeXndCWgLjqBlpH/e43yBFsqemLv37EX1WeUN1fnrd+zcRaxZ41w7eeS8rZxXCvPQPkaDnDINNm/bhS9O2Mr+wqc/4K60mmsiC67oAGhQmX8Sys8cpxcNGhON1fa+kk3fb0Erxdfzp2O2/eaCk1iz5oTb34ciNZ0joc4RC9t5WlRYiD27C+B63XA9Z6lh1HZunC0FarqlH80rriVWzn87opUVFad2Y80p2/PSUufrGQAYrxTIr5l33na9P3r8ONaUH5OP+eSkFiVmYE53KxqrYXF9jvO9R/JIN4tfv6+8XqkL46EugY6H0Wis/SC7Rk2GPvzwQyQkJGDSpElO25Xd7vr06YMhQ4agffv2+Ne//oXZs2e7vc6iRYuwYMEC+XlJSQlSU1Nx2223IS5Off2AzWYzNmzYgNGjR0Ovb5zJC2pj3HsB/z5z2G37wCE3oo+fpvj+OO9n4Fqx/LxP334Y16e1/Hz+jvVOx1+r1mHs2Nvk2YkAIHtzNnDuNDqmtUeLymrkHMhHYvtuwAlbP/hOHTtgnH3RQG+e/t9GAFbcP3YEPsz+Se66FqtHg8bkpcNbUV7iaMG84cbh6GHvp15ltuCJnZsAADMn3oLkEF8JXY3nSKhyjYV0nrZq1QqDM1KBI3vkY8f2bIlx4/oGqqghoa7nxrmrRrx2yPtYW5NVg3Hjxnnd73o9fnzSUPRu47gXnIo8hTc3n3I6ZmDPLhg3shMAYPe3R/FT0TmsOafDU5NtLfZWq8D8HbYfROmDbkR6S/fKTX8rKq3C/B1bPe6bekcm2iTUv7aP1yt1YTzURS3xkHqN1UWjJUNCCCxfvhwPPvggwsNrXugsISEB6enpyM7O9rjfYDDAYHD/8ajX61V9IqipfJHhXsqh1fmtjFXVLt0qNFqvr63RABVmK0pMAkfzr+H3Xx3CK/f0gbDX7unDdOiUHAkgH69uOCn/nU5Xc3k/2ZmDCvs6Qy0TohEdrkOJfbakWH3DxuRymfPEDVY4Pn+ZSUAaTtQ6IZrrXdip6RwJda6x0Gg0sLq0DNzYpQXj1UhqOzdSmsU4Pe/fLgH7covl5y9O6uVTrKIjDE7Hz7slHR1bxOLxz7Pkba0TouRj9Irxm39acwLLZg52WtbAEO7fc/tahRlrD+ZjbK/WiI9yvO7aw+fkx69O7ouD54vlMU7tm8c6VbbVF69X6sJ4qEug4+HLezfa1EBbt25Fdna2x5YeV2VlZTh16hRat25d67F0ffReFvl0XQi1PqRZ36RF/ZSzDLkOsm0Za5u+9dwVIxb/9whyrxgx9R875XWGwrQadGwR7fYetd3XlGtmxBrCnCY0aMgJFAD3WZWUEygo9zERoqYgJSESVWbn85YTKqiH6wyWi8Z2d3r+ixucx+nWxnV5gPAwLSb1b4NpQxxjeVvEKCZQUHwX8uwzZSon0fE2m931eurf+/H0lwcx79O9Ttujwh11vC1iDVg8sRc+mT0Eq38z3K+JEBEFD5+vTmVlZcjKykJWVhYA4MyZM8jKykJubi4AWxe26dOnu/3dsmXLMGTIEPTq1ctt31NPPYWtW7fi7Nmz+Omnn3DXXXdBp9Nh6tSpvhaP6kivWHPi33OGonOyrVbR0+xt10taVyfSfpNWvnal4iaZEKVHaqKt68K5qxVoGee4weYX226qOp3nZEjrw81Nq9XIiwUGgnJKcOnfgj8mSe0+mDUYk/qlYMFt6W7TwzORVy9Rz4qtKC+1RRkdEuXHyYprtfJaHBdhS0iU1zydn78rG47YZsr78eQlp+3Ke5vUJW54l+bomeKf7t9EFHx8Tob+97//oX///ujf37YS+YIFC9C/f388++yzAID8/Hw5MZJcu3YNX3zxhddWofPnz2Pq1Kno2rUr7rvvPiQlJWHnzp1o0aKFr8WjOgpX1Polxxqgs9/I/JkMST+cpJuqsjVEuQbRh7My5Bnhzl81ItneSgQA3+zPA2BbSb1Dc0/JkG9lCuQSGHnXKuTH0qrw/v6BQORvI7sm4/X7+yMuQu/0QxhgMq9msRG+dU+ZPtTRcjS6R0skx0V4PE65nIFyam3lItLS/aWq2nGd92evg5ooZ/CUKvmIiGri85ihzMzMGmucVqxY4bYtPj6+xlkdPvvsM1+LQfWk7LIQbQiTa3j9mgxVu7QMKWqVpe4T4Tot+qYmoFm0bRxZSUW1x0VVDWFap+4PEl9ahhrbgtHp+PvWU+jVJh67zlzB6Yvl8j57LsRkiJqU1vGRaB4Tjkv28XD8/qpXj5Q4pCZG4tyVCnwwc3Ctxz94Q3t8ZB9b88iIjl6PUyY4SdGOZOj8VUdlj7Sg9N+3npa3NWRF1JyP9+CtB/pDr9PKi61OHti24d6QiIIKVx8LUWZFYhJjCIM0hMjix9o76T2kvuxOLUP2hEfqly4lTJVmi9PNVuLaf12i5j7gv7m1Cx4b2Rkf7ThrT4Yca1+wZYiaqpSESCZDTcSPC2+BxSrqFCflONKYCO8/DSoULS/KHgYllY41PXKvGCGEwMc7c+Rt/qxok95bqjhbd7gAu89cwbDOzVFSYSuHry1jRBS6Gm0CBVIX5cBWQ5gWOntLkcVS/xuW2WLFg8t24arRdlOSuslZnJIh2w3VYE+CIvS2968wWZzKpiwj4D5hgvIe/3XWBew4ddlpv/Qj4OW7ewMAfj/ONqj42Tu6+f7BroNOq0HHFrauGmcuOVqGOGaImipla6xOxZURZFPXhFWvSGxiDN6ToXF9WqNNQiSmZjgviv7CxF5ycmSqtsotNJL6jmFyFe0ypqmw1NYaVVhi+79y7CkRUU2YDIUo5Y1Jo9FAGnPqj5ahzceKnAa1xtprGf+957y8rdLs3DIktR5VVntLhmz7n7rNeU0h6YfZvtyrmP9ZFqb+YyesTjPG2V7/xs7NAQAP39QBP//uVjx4g/ONvCF1tI91yrlslGfRk/6ddX6eYYmooSkTeLYMBQ/lPSHW4L1VJS5Cj23/NxJL7BVMkowOiTj+xzFyxdbVcufV3/3dTa5P2wSn5wXXbGOWCu1ru7WK9zzmiYjIFX+JhaiR3ZLRJTkGUwalAnD8qLH64Y7lOuYnzJ6QZBeVyV0spAkUDPYbZ6S9lq/CZPE8Zsh+3JybO+Hh4R3k7dJvsZ2nr8jbcq4Y5c8izR4nvb5Go/E6MLihpCREIjYiDCaLFVuOXwQAVFukZKhRi0JUbzomQ0FJ2RoUZah53QFv3ZM1Gg2aRdnGf141Oq+z5u9ucq4TMhhNtpao0ipbEhYXyW5yRFQ3/CkWoiL0Oqx/YgReubcPAMePGteWodJKMx5buRfrDhXU+bVdJzVQJjfnrxqRXVSGmR/sBuBo8ZHGDFWYvSRD9hYknVaDyfYEDnDclPflXpW3Hc23rTpcqRh75G2a2Mag02owbYhtpqa3v8+GEELRTY6nIDUtygSIU2sHj4SocKyYNRif/vIGr+vQ1UW8PQm5VmFG+6Qoebs/Z5PLuVwu9z6QlmUor7Jd76X7h4E1TURUR7xahDBl7Z7Oy2xy7/1wGqsP5GPOJ3vq/Lquv49u6ZYsP869YsSzXx+SW2xcu8lVma1eJlBwJDPpLd2nS1WOx5GSIenmCAARYYFLhgBg9vAOMIRpkXWuGDtOX1Z0k+OPSWpalN9ZPZP5oJLZNRlDOyXV6zWkiiejyYJrFY6ucv4cMvTn747LjxMibS1RFWZby5DrYt9ERLXh1YIAOFpzyqssyDpXjBe/PYJX1h3DlXJTLX/prtolobo/w9GSk3vF6HSDDJeTIdv/K6stbgs7Ao5uboAtiXvAvgq61N1MOa2rlAxJXfKiwnUBr8FuEWvAlMG2f4f/9/0pOelkMkRNjfI7m5LAcRlqIrWwB5K0BEJ5VbU8sxvg35lKj+SVyI+jDY7kCwDM9ntCfVq3iCi08GpBAByDon/31UFMemc73t92Bn/bcuq6Br1WKBZUjY/UwxCmwyM329atyLlsRP92CfL+A+eLAQDhOp39+TVUmNyToX6pCU7Pw+SWLCuEEE7vWWRf/M9orykMZBc5pV+N6IgwrQbbsi9hb46tWx+TIWpqlBUkbZtF1XAkNbbn7+wBALhvUODW2JGut0WlVU73D392k1P2DhjZ1dbzQOoJUMWWISLyEdcZIgDef5SfKnKsjWO1ijq1sFQqEpMvHx0GAGiXaPvRtOKns7itR0t5v6MWz/G6l8psyUzzGAMulVVhVPeWcjc61/JWW4Xb7HNSbaRUUxipkmSobbMoTOzXBl/sPY+3NmcD4NTa1PScu+JYQJs/ONXlvkGp6NM2AZ2T3bsSNxYpGSq4VuG03Z9Ta0td4f58bx95xlBHNznbdZ/fTSKqK14tCID7pAeSn886ZmnbcLQQpZVmj8cpSUnInX1T0Mm+xo6UDAHA+iOF8uN3HugPwPON6/Up/fDb27vizan93PaFKcY4uXarK6m03RSN9prCKL16cv65mR2h0UBeg8PbvzuRWknrh5H6aDQadG8dF9AuYpH2bnJ51yqdtnvo/XzdpEq0cJ3WaYwSAPl+EM5uckRUR7xaEIC6ddd65OM9+MWyn2s9TppStXmMY9E7ZTIkWTimK8b0ag3AczLUOTkGj43sLPdBV5Km6zZZrKgyu7cMCSHkqVbV0jIEAJ2TYzGmZyv5eZiOyRARBQ9pXTllCyLg325yUsKj12nl+4NU+SUnSmwZIqI64tWCANR97Mr+c8W1HnPNXnPcLMqxzkNKQqTbccqZqAweblw13cykG25ZZbXT7HNaja3rXN61SnkcUXQta2Y0tkczO8uP84oraziSSH1G27u5PjayU4BLQmokVXwdKyh12u7PZMhscYwLkiq7jOZqWKyOZQvYMkREdcWrBQHwbSD/xztzatwvtQwlKJIhvU6LFJcVwZWtItIECkqeEiRJXIRjLQup/3hcRBh6t4kHYFt3SOouF6mibnIA0LttvPxYGh9F1FQsva8vPpg5GI+PSg90UUiFvI1Xstajm9zxglLc+fY2fH+8CIAjGdLrNHJll+uC3WwZIqK64tWCAAA6H8au/GHVoRr3S+NhYiOcVwCfk+lck6zs1+7pxlXTzUxaXbyk0ixPoGDQ69CheTQAYN7KfXI51ThJgXISCaKmJDZCj5Hdkjl1MXnUxVsyVI+WoSc+z8KB89cwy75Yt7laMWbIXtl1qcyEK/aKOJ1WU2NlGhGRkrqqzClg/DnFs3yjcrkZhbks0KicQc5T4lNTEiOtcn6pzOSYSlWnRfukaLdj1TK1ttJLd/dGaWW10xpMRERNXVKMAc2i9G4TbdQnGVKuTQcoWobCtE7doJf9eAYA0KF5tDyulIioNrxaEADfuxSU1DCrXJWX2XxcJwtQJkeu+3q0joOmhtaqnilx0GqA7KIyHLMvshqh12JivxS3Y6UFWtWkeYwBn/7qBkzs1ybQRSEi8qvW8e5jROuTDCkrtL7Znyd3xdbrtEhSTNSz+mAeAKBry9jrfi8iCj1MhgiA78lQfg0D/6V+23qX13RNjpT7lSun73lmlLw+kTfNYwwY1qk5AOCNTScBAGlJ0ejYIgZfzB0qHze+T2sMSkus8bWIiMh/urV2T0bqM2ZImQz95tN9cquT1Ltgrr0LdmGJbQxm11ZMhoio7pgMEQDAEOZbV7I8lwX1lORF72ppGdIrusHpdVps+7+R+HHhSCTFGNwWWfVkQl/btNz59vUs0u03wHRFrWBNrUtEROR/UkWVkqVeLUOee/RL95i0JOelG9LZMkREPmAyRABqnrktvaX7gNhS+0xtnnhb58F1zJDr/rbNopDqYT0ib8b0bO30XOoaoZy4oaSCC0QSETUmT+M0RR2SoWqLFS/89wgG/2kjPlHMWupt3Kc0iYfrWNG2zdy76RERecNkiADU3E0u0kOtXKXZ4uFIG6mbnGuCFR7m3EqTEBXuSxHdxEc5z1bnqTZQmtmOiIgah6eFrq0ecqHjBaXIK3b0MjhWUIrl28/gYmkVNh4tlLd7W5xaum+1d2kZijZwbigiqjsmQwSg5pahy2VVbmtHVFV77wBuUiyIp+TaMtTMJZm5Ht89PkJ+3LGFo3bwL/f2QbhOi8dHdan3exARUd1FKbo5S/cBi0s2dO6KEbe//gOGvbwZ3x0ugNlilRfKBgCjyYI9OVcw8I8b8N3hQngitQy1jI1w6patxhlEiUi9WH1CANyToc1P3oxb/roVAHD+agX2/mE0fj5zBd8eyMO3B/JRVYeWIdd1SFxr9xKj69cyBNgGyn4xdxjCdVqncUaTB6XingFtoVXhGkNERMFMeS1umxCJ05fK3WaT26Ro+Xnk4z0Y1T0ZDw3vIG87e6kc9/xtR43vIyVAWq1GroRzfX8iotqwZYgAuE+gEBUehv/MGYq4iDC8MLEnEqPDMaZXK8TYux946yb3x2+PyF3TXFuGlDV3cRFhiIuof8sQAAxs3wy928a7bWciRETU+HqmxGFU92Q8mtkJKQm28TuuQ4bOXjY6Pd94tEgebwoARaVVtb6PPszzNZ4tQ0TkC7YMEQDAoHdOXCL0WgxKS8T+525zmpFNakHy1k1u3aEC+XGMS79t5SJ4N3RMYrJCRBSEwnRavD9jMADgwWW7ALh3kztqXx9OqfCa9yUbPHHtfVDbdiIiT3jFIADu43mkbgauU1NL2721DEnrPkwf2h7xkc4tP2GK5GdYp6T6FZiIiFRP6hGg7MYGAEfy3JOhP605WuNr9Wgd5/Q8jBVqROQHTIYIAKBzual4m1DBYE+GXFuGzBYrzlwql9eSmNivTY3vN9TDOhRERBRcpJnljCZHBVqFyYJSDzN9XqtlKYQ1829CF8VkPsrKuv3P3YYB7RLw6uS+9S0yEYUYdpMjAM41bIYwrdfFSuMibF+Zy2Ump+2P/nMvNhxxDIjVe5gKtXV8hPzY09pFREQUXKTxO8reBFeNtvuHXqfBiRfHYvgr3+NCsfeFvJUSvMxCGh+px5eP3ljP0hJRKGIyRAAAnSJ5qWkmnjT74nZnL5c7bVcmQoB7tzsASIoxYO38mxAfqfeabBERUfCIsq9TZzQ5WoKulNuSocTocGg0mhrXuZO8ObU/gPqvT0dE5Ird5AiAe8uQN2nNbYvb5Vw21riiuLdF8rq3jpNnFyIiouDmqZtcaaUtMYq1zygaXsuEB1MzUnFn3xQAwOgeLQHY7iVERP7AliEC4NySU1PLUGpiFDQaoKyqGpfLTWgeY/Dyemz5ISIKddICrBWKZEhemNueBNXUMnRX/zb4vzHd5Of3DmiL9olRbguBExFdL59bhn744QdMmDABKSkp0Gg0WLVqVY3Hb9myBRqNxu2/goICp+PeeecdpKWlISIiAkOGDMHPP//sa9GoHpQtOTWt0WAI0yEl3tays+PUZa/HcWpTIiKSWoY+230Oe3OvAgDM9gl4pCSopmToL/f2ceoap9VqMKRjEpK8VMQREfnK51+s5eXl6Nu3L9555x2f/u748ePIz8+X/0tOTpb3ff7551iwYAGee+457N27F3379sXtt9+OoqIiX4tH10k5m1yzWvpkS+sH/frTffh4Zw7e3HTS7Rhv3eSIiCh0RCoq1+7+fz8B8NAyVEPlWRgr1oiogfncTW7s2LEYO3asz2+UnJyMhIQEj/uWLl2KX/7yl5g1axYA4N1338Xq1auxfPlyPP300z6/F/lO2a0tMbrmZEiaCQgA/rDqkJfX4w2MiCjUeepp8Op3xwE47iU7TnvvZUBE1NAabcxQv379UFVVhV69euH555/HjTfapsA0mUzYs2cPFi1aJB+r1WoxatQo7Nixw+NrVVVVoaqqSn5eUmJbvM1sNsNsrnmdgkCQyqTGskmE1dGfOy5CV2NZOydHo6i0yut+2+tVw2xWb0LUFGISShgP9WAs1KWpxyPc5TZgNptx+pJtNtKTRWVeP9cTt3bGTV2SVPm5m3pMgg3joS5qiYcv79/gyVDr1q3x7rvvYtCgQaiqqsL777+PzMxM7Nq1CwMGDMClS5dgsVjQsmVLp79r2bIljh075vE1lyxZgsWLF7ttX79+PaKiohrkc/jDhg0bAl0Er/KMgPR1uJyXizVrzno99tY44Kdavjrfb9yIiCYwPYeaYxKKGA/1YCzUpanG41ixBoCjdWjNmjVQ/vRYs2YNRrTS4ocCR9b0aHcL0ozHcG4/cG5/IxbWR001JsGK8VCXQMfDaDTW+dgG/7natWtXdO3aVX4+bNgwnDp1Cq+99ho+/vjj63rNRYsWYcGCBfLzkpISpKam4rbbbkNcnPqm2zSbzdiwYQNGjx4Nvd7zgnGBdupiOV7Zvx0AMKhPd4wb1r7G4/+4b32N+8eNvb3GWekCrSnEJJQwHurBWKhLU49Hy5yr+NvR3fLzcePGYf6O9U7PNYcK8MPnBwAAi8ak46Eb0xq7mD5p6jEJNoyHuqglHlKvsboISN19RkYGtm3bBgBo3rw5dDodCgudF+0sLCxEq1atPP69wWCAweA+k4xer1f1iaDm8kWEO8rVIi6i3uWMNIQ3iYGvao5JKGI81IOxUJemGo/YKOd7tetn0Ov1iDI4xqkmxtT//tNYmmpMghXjoS6Bjocv7x2QX6tZWVlo3bo1ACA8PBwDBw7Epk2b5P1WqxWbNm3C0KFDA1G8kOTLbHK+vh4REYWmqPDa61yVU2sn+OH+Q0TkC59bhsrKypCdnS0/P3PmDLKyspCYmIh27dph0aJFuHDhAj766CMAwOuvv44OHTqgZ8+eqKysxPvvv4/Nmzdj/XpHM/mCBQswY8YMDBo0CBkZGXj99ddRXl4uzy5HDU85FXZdkqE/TuyJP3x92Ot+jYbJEBFRqIt06S5daba4HeOcDLFmn4gal8/J0P/+9z+MHDlSfi6N3ZkxYwZWrFiB/Px85ObmyvtNJhOefPJJXLhwAVFRUejTpw82btzo9BpTpkzBxYsX8eyzz6KgoAD9+vXDunXr3CZVoIajnAq7tqm1AeDBoWkorarGn9cdd9v3/vRBfi0bERE1TZEuU2tfLncszbBshu1eYVAkQ82YDBFRI/M5GcrMzIQQwuv+FStWOD1fuHAhFi5cWOvrzps3D/PmzfO1OOQnVkVM4yLrdjN6NLMzDl24hjUHC+Rt/503HL3bxvu9fERE1PS4rjN0pcyE6HAdyk0WdE6OAQDoFeNL4yPZTY6IGlcTmPyYGkNyrAEj0lsgOlyHOB/mxG4R4zw4tlk0a/WIiMhG7zKRzqXyKpgtwmmfsutcfB0r44iI/IXJEAGwjfH56KEMn/8uo0MSPtyRIz9XdrcjIiJSulJmgtlqBeAYq9o6IVLerxw/RETUGJgMUb0M6Zjo9JyzyBERkTdFpVWQemWH21uG2iREYuXDQziTHBEFBKtgqF6axxiQmuio1QtjMkRERAqbnrwZXezjgwpLKuXtyrXohnVujh4p6ls0nYiCH5Mhqjdln3DXmYOIiCi0dWoRg0n92wAACq45kiG9jpVnRBR4TIao3pSTCxrY35uIiFxISzacvVwOwDY2KFzH+wURBR6vRFRvyqnWudgqERG5kpKh0xdtyVBCpJ73CyJSBSZDVG9W78tOERERoXmMLRkyWWwzySVwcVUiUgkmQ1RvAsyGiIjIu8Ro5zXpuJ4QEakFkyGqN/uSEURERB5J3eQk8ZGcRpuI1IHJENVbuak60EUgIiIVi4sIc5o9jt3kiEgtmAxRvf1+XHcAwCv39A5wSYiISI00Gg1iDI513hPYTY6IVCKs9kOIajZ5UCrG9GqF2Aje3IiIyLOrRrP8mC1DRKQWbBkiv2AiREREdRVtYF0sEakDkyEiIiJqcG9N7S8/1nKNISJSCSZDRERE1OAm9E2RH2uZCxGRSjAZIiIiokbVqUVMoItARASAEygQERFRI/n3nKE4UViKoZ2SAl0UIiIATIaIiIiokQxOS8TgtMRAF4OISMZuckREREREFJKYDBERERERUUhiMkRERERERCGJyRAREREREYUkJkNERERERBSSmAwREREREVFIYjJEREREREQhickQERERERGFJCZDREREREQUkpgMERERERFRSGIyREREREREIYnJEBERERERhaSwQBfAH4QQAICSkpIAl8Qzs9kMo9GIkpIS6PX6QBeHwJioDeOhHoyFujAe6sOYqAvjoS5qiYeUE0g5Qk2CIhkqLS0FAKSmpga4JEREREREpAalpaWIj4+v8RiNqEvKpHJWqxV5eXmIjY2FRqMJdHHclJSUIDU1FefOnUNcXFygi0NgTNSG8VAPxkJdGA/1YUzUhfFQF7XEQwiB0tJSpKSkQKuteVRQULQMabVatG3bNtDFqFVcXBxPVJVhTNSF8VAPxkJdGA/1YUzUhfFQFzXEo7YWIQknUCAiIiIiopDEZIiIiIiIiEISk6FGYDAY8Nxzz8FgMAS6KGTHmKgL46EejIW6MB7qw5ioC+OhLk0xHkExgQIREREREZGv2DJEREREREQhickQERERERGFJCZDREREREQUkpgMERERERFRSGIyREGJ84IQERER+U+w/rZiMlRPlZWVgS4CuSguLkZ1dbX8PFhP3qbi1KlTOHXqFAA4xYUC49ChQ/jiiy9gsVgCXZSQd/LkSbz66qs4fvx4oItCdtnZ2RgxYgQ+/vhjALx/BFpBQQHy8vJQUVEBALBarQEuUegqLS11eh5M5waToetkMpnwxBNPYNq0aZg+fTp+/PHHQBcp5JlMJjz22GMYO3Ys7rjjDrzyyiuwWq3QaDSBLlrI2rx5M7p06YJ7770XABAWFhbgEoUuk8mE2bNno0+fPti3bx+0Wl7+A8ViseCxxx5D7969cfToUVy8eDHQRQp5JpMJ06dPR7du3bBt2zYcPnwYAHj/CBCz2YxHHnkEQ4cOxYQJEzB27FhUVlbyuhUAZrMZc+bMwbhx43Dvvffio48+AhBc5wa/Vddh1apV6Ny5M7KyspCZmYmsrCwsWrQIX3zxRaCLFrJWrlyJTp064fDhw1i4cCHatGmDzz77DB9++GGgixbSjh8/jhEjRuDixYv4xz/+AYCtQ4Hw1ltvISkpCceOHcO+ffvw4osvBtWNrKlZunQp9u/fj61bt2LZsmUYPnw4gOCqaW1KXn75ZTRr1gw5OTnIzs7GhAkTUFBQAABsQQ2ACxcuYMSIETh58iRWrlyJ+fPn49y5c3j66acDXbSQc/r0aQwePBjHjh3DwoULER8fj5dffhlz5swJdNH8itW0Pjp16hQ++eQTPPTQQ3j++ecBAPfffz+mTJmCkydPBrZwIaqoqAhr1qzBb37zG/z2t78FANx8883IzMxEeHh4gEsXmoQQ0Gg0yMnJQXp6Om6++Wa88MILmDFjBsLDw+X91PBKSkrw/PPPIyMjA5s2bQIAHDt2DHq9HsnJyYiNjQ1wCUOHEAJGoxFfffUVHnroIQwZMgQ7duzAwYMH0aNHD/Tr1w8xMTGBLmZIWbZsGT799FOsWLECkydPBgAMHDhQrv3W6XSBLF5I+vHHH1FRUYGvvvoKrVq1wtChQ7Fp0yZeqwJg7dq1aNasGVavXo2oqCiMHz8ef//73/Hoo4/itttuw6RJk4Kita7pf4JGItXYmUwm9OnTBzNmzABgqzVq0aIFdDqdPC6CGocUk2bNmmHhwoWYNWuWvK+oqAgJCQlISEjA5cuXA1XEkCUlOhcvXsQdd9yByZMnQ6/X47nnngMAGI3GQBYvJEjnR1xcHF599VVkZWVhw4YNuO+++zB+/HiMGTMGo0aNwgcffBDgkoYOjUaDvLw8nD59GmPGjMGTTz6Je+65Bx9++CHuuece3HXXXSgpKQl0MUOCNPbkrrvuQlZWlpwIAUB0dDQiIyN5Tw+Q4uJinDx5Eq1atQIA5Ofn48CBA0hMTMS2bdsCXLrQkp2djerqakRFRcmVmNK95aWXXgqa31dMhmrx888/A3BcOLt3745nn30WHTp0AGCrNTKZTDAajRg6dGjAyhlKpJhIJ6Rer0efPn3QvHlzAMCiRYvQs2dPGI1GzJ07F7feeivWrFkDgIMvG4LrOQI4YlNcXIzy8nKkp6dj0aJF+Nvf/oZp06Zh0aJFQXMRVRvX8wMAZs6cic6dO+P2229HXFwcli9fjjfeeAO9e/fGM888g82bNwequEHN07nRtm1bJCUl4ZlnnkFOTg42bdqEb775Bps2bcKePXvw4osvsrtcA3I9PxITE+XKG2nbkCFDcOTIEURERDhtJ//zdI4MHToU8fHxGDJkCO699160a9cO8fHxWL16NcaNG4cXXngBZrM5UEUOWp5iERsbi4iICKxZs0Y+T7Zv347Fixfj0KFDWLdundvfNEmCPPrqq69ESkqKSEpKEmfOnBFCCFFdXS3vt1qt8uPS0lLRpUsXsXPnzsYuZkjxFBOLxeJ23OOPPy42btwoqqqqxIkTJ8QjjzwiUlNTG7m0wa+2eFRWVoouXbqIwsJCIYQQixcvFhEREcJgMIg9e/Y4nUNUf7Vds3bv3i2efvppcenSJXnbmTNnxKRJk8S4ceMau7hBraZYXLlyRcyePVvExsaKu+++W1gsFvm8ef/990V8fLwwGo2BKnrQquv9QwghsrOzRbt27cQHH3zQeAUMMZ7iYTab5f1nzpwRa9euFT169BAfffSRvP2TTz4R0dHR4ty5c41d5KDlKRZVVVVCCCGOHDkiJk2aJOLj48WUKVNETEyMyMjIEBcuXBBTpkwREyZMCGDJ/YctQx7885//xEsvvYQRI0age/fuePnllwE49x1WjnfYvn07ysrKkJ6eLm8rLCxsvAKHAG8xUfZVlWomli5diltvvRXh4eHo0qULBg0aBKvVimPHjgWk7MGotnhYrVYIITBgwACsXLkS/fv3x9tvv40pU6YgKioK165dg0aj4WQKflKXa9bAgQPx+9//HklJSfK2tLQ0xMTEQAiB8vLyRi93MKotFs2aNZOvTxaLBVqtVm556NWrF8LDw3H06NGAlT8Y1eX+oRQREQGDwSBP50z+5S0eytlG09LScPXqVeh0OvziF7+Q7+/Dhw+HyWTCgQMHAlL2YOMtFtLY3u7du+PNN9/Ea6+9hubNm+OTTz7Brl27kJKSApPJhHbt2gX4E/gHkyEFadaYzp0749Zbb8Urr7yCO++8E1u2bMGWLVucjlH66quvkJmZiWbNmmHfvn0YOXIk5s6d2/SbDVXAl5hINzbXgfl79+7FiBEj0K1bt8YreJCqazy0Wi3Kysrw9ddfY9GiRRg+fDiOHDmCV199FaNHj8YDDzwAgFNt15cv54dGo3EbnF9RUYG8vDz06tUL0dHRjVr2YFOXWJhMJgDAnXfeiQcffBDffPMNNm7cKCdK27ZtQ79+/dCvX79AfISgcz33dCEE2rRpg5YtW2Lnzp0AgqALkEr4Gg8hBLRaLYqKiuT7++rVqzFgwABkZGQ0evmDiS+xSE1NxaxZs/D2229j4sSJAGzrP+Xm5qJz584BKb/fBbJZSi1OnDjh1mVHaq49dOiQuPPOO526kSiPtVgsYuLEieIvf/mLmDdvntBqtWL69OnCZDI1TuGDVH1iIoQQxcXFIicnRzz88MOiQ4cO4ttvv/V4HNWNr/GQvv///e9/xe7du53+7rvvvhN//OMfhdVqZTyukz/Oj9zcXPHQQw+J7t27iz179jR8oYOUr7GQusudPn1aTJ8+XURHR4u7775bTJ06VSQmJoq///3vQgheq+qjvueH1WoV8+fPF8OGDRNlZWUNX+Ag52s8pO6LGzZsEDfffLPo1auXePfdd8WsWbNEYmKieO211xqt7MGmvufG2bNnxfnz58W0adNE//79RU5OTsMXuhGEdDL0+eefi7S0NNG1a1eRkZEhli1bJu9TfgGWL18uevToIZYvXy6EcO5nnJubKzQajdBoNGLYsGHiyJEjjfcBgpA/YrJ+/Xrx+OOPi1atWonMzExx4sSJxvsAQeZ646Hs++16PH/kXT9/nB9r164Vc+fOFUlJSSIzM1OcPHmy8T5AEPHXufHuu++K3/72t2LWrFni2LFjjVP4IOWP80MyZ84cMXfuXHnsBPnOH+fI9u3bxYQJE8Ttt98uJk6cyHPkOvnj3DAajeKZZ54RiYmJ4qabbhLZ2dmN9wEaWMgmQ+vXrxdpaWninXfeEevWrRMLFiwQer1evPfee/LgVemEPH/+vJg9e7YYPHiwKC0tFUI4BpcdOnRITJkyRWzYsCEwHySI+Csmubm5YtmyZWLz5s2B+SBBor7xYOuof/nr/Dh79qx45513xMaNGwPzQYIAzw318VdMpJY7xqh+6huPyspK+bUsFosoLi5u/A8RJPx5vcrKyhJbt25t/A/RwEIuGZIy4MWLF4uBAwc6BfnRRx8VgwYNEl9++aXb33377bdi0KBB4rnnnhP79+8Xd9xxh8jNzW20cgczf8Vk/PjxjIkfMB7qwmuWevDcUB/GRF0YD/VgLOou5CZQkAbXHzlyBJ06dYJer5fnq3/xxRcRERGBr7/+GgUFBQAcA8hGjhyJjIwMvPDCCxg4cCCqq6uRnJwcmA8RZPwVE7PZzJj4AeOhLrxmqQfPDfVhTNSF8VAPxsIHgc7GGtr69evFr3/9a/Haa6+JXbt2ydvfe+89ERsb69Yk/t5774n09HSxZcsW+diysjLx2muvCZ1OJzIzM8WBAwca90MEGcZEXRgPdWE81IOxUB/GRF0YD/VgLK5f0CZDeXl5Yvz48SI5OVlMmzZN9O7dW8THx8tfkOPHj4s2bdqIP/zhD0II4TRIslWrVk6zlRw+fFgMGTLEaeEv8h1joi6Mh7owHurBWKgPY6IujId6MBb1F5TJUHl5uZgxY4aYMmWKOH36tLw9IyNDzJw5UwghRElJiXjxxRdFZGSk3BdS6l958803i4cffrjxCx7EGBN1YTzUhfFQD8ZCfRgTdWE81IOx8I+gHDMUFRUFg8GAmTNnokOHDvIq9+PGjcPRo0chhEBsbCweeOABDBgwAPfddx9ycnKg0WiQm5uLoqIiTJo0KbAfIsgwJurCeKgL46EejIX6MCbqwnioB2PhHxohhAh0IRqC2WyGXq8HYFs9WqvVYtq0aYiOjsZ7770nH3fhwgVkZmaiuroagwYNwk8//YRu3bph5cqVaNmyZaCKH5QYE3VhPNSF8VAPxkJ9GBN1YTzUg7Gov6BNhjwZPnw4fvnLX2LGjBmwWq0AAK1Wi+zsbOzZswe7du1C3759MWPGjACXNHQwJurCeKgL46EejIX6MCbqwnioB2Phm5BJhk6fPo1hw4Zh9erVGDhwIADAZDIhPDw8wCULXYyJujAe6sJ4qAdjoT6MibowHurBWPguKMcMKUm53rZt2xATEyN/MRYvXoz58+ejqKgokMULSYyJujAe6sJ4qAdjoT6MibowHurBWFy/sEAXoKFJi079/PPPuOeee7Bhwwb86le/gtFoxMcffxz8C0mpEGOiLoyHujAe6sFYqA9joi6Mh3owFvXQmFPXBUpFRYXo3Lmz0Gg0wmAwiJdffjnQRQp5jIm6MB7qwnioB2OhPoyJujAe6sFYXJ+QGTM0evRodOnSBUuXLkVERESgi0NgTNSG8VAXxkM9GAv1YUzUhfFQD8bCdyGTDFksFuh0ukAXgxQYE3VhPNSF8VAPxkJ9GBN1YTzUg7HwXcgkQ0REREREREpBP5scERERERGRJ0yGiIiIiIgoJDEZIiIiIiKikMRkiIiIiIiIQhKTISIiIiIiCklMhoiIiIiIKCQxGSIiIiIiopDEZIiIiFRn5syZ0Gg00Gg00Ov1aNmyJUaPHo3ly5fDarXW+XVWrFiBhISEhisoERE1aUyGiIhIlcaMGYP8/HycPXsWa9euxciRIzF//nyMHz8e1dXVgS4eEREFASZDRESkSgaDAa1atUKbNm0wYMAA/O53v8PXX3+NtWvXYsWKFQCApUuXonfv3oiOjkZqaioeffRRlJWVAQC2bNmCWbNm4dq1a3Ir0/PPPw8AqKqqwlNPPYU2bdogOjoaQ4YMwZYtWwLzQYmIKGCYDBERUZNxyy23oG/fvvjyyy8BAFqtFm+++SYOHz6MDz/8EJs3b8bChQsBAMOGDcPrr7+OuLg45OfnIz8/H0899RQAYN68edixYwc+++wzHDhwAJMnT8aYMWNw8uTJgH02IiJqfBohhAh0IYiIiJRmzpyJ4uJirFq1ym3f/fffjwMHDuDIkSNu+/7zn/9gzpw5uHTpEgDbmKHHH38cxcXF8jG5ubno2LEjcnNzkZKSIm8fNWoUMjIy8NJLL/n98xARkTqFBboAREREvhBCQKPRAAA2btyIJUuW4NixYygpKUF1dTUqKythNBoRFRXl8e8PHjwIi8WC9PR0p+1VVVVISkpq8PITEZF6MBkiIqIm5ejRo+jQoQPOnj2L8ePHY+7cufjTn/6ExMREbNu2DbNnz4bJZPKaDJWVlUGn02HPnj3Q6XRO+2JiYhrjIxARkUowGSIioiZj8+bNOHjwIJ544gns2bMHVqsVf/3rX6HV2obA/utf/3I6Pjw8HBaLxWlb//79YbFYUFRUhJtuuqnRyk5EROrDZIiIiFSpqqoKBQUFsFgsKCwsxLp167BkyRKMHz8e06dPx6FDh2A2m/HWW29hwoQJ2L59O959912n10hLS0NZWRk2bdqEvn37IioqCunp6Zg2bRqmT5+Ov/71r+jfvz8uXryITZs2oU+fPrjjjjsC9ImJiKixcTY5IiJSpXXr1qF169ZIS0vDmDFj8P333+PNN9/E119/DZ1Oh759+2Lp0qV45ZVX0KtXL/zzn//EkiVLnF5j2LBhmDNnDqZMmYIWLVrgz3/+MwDggw8+wPTp0/Hkk0+ia9eumDRpEnbv3o127doF4qMSEVGAcDY5IiIiIiIKSWwZIiIiIiKikMRkiIiIiIiIQhKTISIiIiIiCklMhoiIiIiIKCQxGSIiIiIiopDEZIiIiIiIiEISkyEiIiIiIgpJTIaIiIiIiCgkMRkiIiIiIqKQxGSIiIiIiIhCEpMhIiIiIiIKSUyGiIiIiIgoJP1/Se63cxu0jp4AAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAA0cAAAG5CAYAAABFvU/DAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8rg+JYAAAACXBIWXMAAA9hAAAPYQGoP6dpAACzvElEQVR4nOzdd3gbVdYG8Fdd7r3EieM4vfdOKoRUeiD0soReliVsdpcPCL2FXkJYlg6hLmUpISQhQHrvvdlxYse9N1nt+2M0o1GzZVuyJPv9Pc8+K82MRtcaO8zRufcchdVqtYKIiIiIiKiDUwZ6AERERERERMGAwREREREREREYHBEREREREQFgcERERERERASAwREREREREREABkdEREREREQAGBwREREREREBYHBEREREREQEgMERERERERERAAZHREREISU7OxsKhQIffvhhoIdCRNTuMDgiIgpRH374IRQKhdv//etf//LLe27cuBGPPfYYysvL/XJ+f7jpppscPpvo6GgMGTIEL730EgwGg3TcY489BoVCgeLiYmmbGIh487/s7GyvxtOtWzeH1yUnJ2PixIn47rvvfP2jExFRM6kDPQAiImqdJ554ApmZmQ7bBg4c6Jf32rhxIx5//HHcdNNNiI2N9ct7+INOp8O7774LACgvL8c333yDv//979i2bRu++OILj69LSkrCJ5984rDtpZdewpkzZ/DKK6+4HOutoUOH4oEHHgAA5OXl4d///jcuu+wyLF26FHfccUejr83IyEBdXR00Go3X70dERN5hcEREFOJmzZqFkSNHBnoYrVJTU4OIiAi/nV+tVuO6666Tnt91110YM2YMvvzyS7z88stIS0tz+7qIiAiH1wHAF198gbKyMpftzdG5c2eH199www3o2bMnXnnlFY/BkclkgsVigVarhV6vb/F7ExGRZ5xWR0TUzv3yyy+YOHEiIiIiEBUVhTlz5uDAgQMOx+zduxc33XQTunfvDr1ej9TUVNx8880oKSmRjnnsscewcOFCAEBmZqbDdLLG1sEoFAo89thjDudRKBQ4ePAgrrnmGsTFxWHChAnS/k8//RQjRoxAWFgY4uPjcdVVV+H06dMO56ytrcXhw4cdpsA1h1KpxJQpUwDA6+lw/pSamop+/fohKysLgH0634svvohXX30VPXr0gE6nw8GDBz1+1ocPH8a8efOQlJSEsLAw9OnTBw899JDDMbm5ubj55puRkpICnU6HAQMG4P3332+rH5OIKOgxc0REFOIqKipcgoTExEQAwCeffIIbb7wRM2bMwPPPP4/a2losXboUEyZMwK5du9CtWzcAwKpVq3Dy5En85S9/QWpqKg4cOIB33nkHBw4cwObNm6FQKHDZZZfh6NGj+Pzzz/HKK69I75GUlISioqJmj/uKK65Ar1698Mwzz8BqtQIAnn76aTzyyCOYN28ebrnlFhQVFeGNN97ApEmTsGvXLmkq39atWzF16lQ8+uijDoFXc5w4cQIAkJCQ0KLX+5LRaMTp06ddxvLBBx+gvr4et912G3Q6HeLj42GxWFxev3fvXkycOBEajQa33XYbunXrhhMnTuDHH3/E008/DQAoKCjA2LFjoVAocM899yApKQm//PIL5s+fj8rKSvztb39rix+ViCioMTgiIgpx06ZNc9lmtVpRXV2Nv/71r7jlllvwzjvvSPtuvPFG9OnTB88884y0/a677pLWwIjGjh2Lq6++GuvXr8fEiRMxePBgDB8+HJ9//jkuueQSKbAC0KLgaMiQIfjss8+k56dOncKjjz6Kp556Cv/3f/8nbb/sssswbNgwvPXWWw7bm0sMICsqKvDVV1/h+++/x+DBg9GnT58Wn7OljEajNJ68vDw8++yzKCgowL333utw3JkzZ3D8+HGH9UzuMl333nsvrFYrdu7cia5du0rbn3vuOenxQw89BLPZjH379klB2B133IGrr74ajz32GG6//XaEhYX58sckIgo5DI6IiELckiVL0Lt3b5ftq1atQnl5Oa6++mqHzJJKpcKYMWPw+++/S9vkN8X19fWorq7G2LFjAQA7d+7ExIkTfT5u57U13377LSwWC+bNm+cw3tTUVPTq1Qu///67FBxNmTJFyjZ5o6amxqVgwvjx412KLbSVlStXOoxHpVLh+uuvx/PPP+9w3Ny5c5ss9FBUVIS1a9fivvvucwiMAGFKIyAEy9988w3mzZsHq9Xq8PnOmDEDX3zxBXbu3IlzzjmntT8aEVFIY3BERBTiRo8e7bYgw7FjxwAA5557rtvXRUdHS49LS0vx+OOP44svvkBhYaHDcRUVFT4crZ1zhb1jx47BarWiV69ebo9vTXU2vV6PH3/8EYBQuS4zMxNdunRp8flaa8yYMXjqqaegUCgQHh6Ofv36ua3+5/wZuXPy5EkAjVcoLCoqQnl5Od555x2HLKKc83UnIuqIGBwREbVT4tqUTz75BKmpqS771Wr7fwLmzZuHjRs3YuHChRg6dCgiIyNhsVgwc+ZMt2tcnIkZCmdms9nja5yncFksFigUCvzyyy9QqVQux0dGRjY5Dk9UKpXb6YeBkpiY6NV4fDXNTbyG1113HW688Ua3xwwePNgn70VEFMoYHBERtVM9evQAACQnJzd6I15WVobffvsNjz/+OBYtWiRtFzNPcp6CoLi4OABwaQ576tSpZo3XarUiMzPT7TRBcq979+4AgP3793s8JikpCVFRUTCbzUEVJBIRBRuW8iYiaqdmzJiB6OhoPPPMMzAajS77xSIKYpbGeQ3Pq6++6vIasReRcxAUHR2NxMRErF271mH7W2+95fV4L7vsMqhUKjz++OMuY7FarQ5lxVtbyrs9SUpKwqRJk/D+++8jJyfHYZ/4OapUKsydOxfffPON2yCqJQU1iIjaI2aOiIjaqejoaCxduhTXX389hg8fjquuugpJSUnIycnBzz//jHPOOQdvvvkmoqOjMWnSJCxevBhGoxGdO3fGypUrpZ47ciNGjAAgVD676qqroNFocOGFFyIiIgK33HILnnvuOdxyyy0YOXIk1q5di6NHj3o93h49euCpp57Cgw8+iOzsbFxyySWIiopCVlYWvvvuO9x22234+9//DsA3pbw9efnllxEeHu6wTalUtqpSnr+9/vrrmDBhAoYPH47bbrsNmZmZyM7Oxs8//4zdu3cDECrX/f777xgzZgxuvfVW9O/fH6Wlpdi5cydWr16N0tLSwP4QRERBgMEREVE7ds011yAtLQ3PPfccXnjhBRgMBnTu3BkTJ07EX/7yF+m4zz77DPfeey+WLFkCq9WK6dOn45dffkFaWprD+UaNGoUnn3wSb7/9NlasWAGLxYKsrCxERERg0aJFKCoqwn//+1989dVXmDVrFn755RckJyd7Pd5//etf6N27N1555RU8/vjjAID09HRMnz4dF110kW8+lCY8++yzLttUKlVQB0dDhgzB5s2b8cgjj2Dp0qWor69HRkYG5s2bJx2TkpKCrVu34oknnsC3336Lt956CwkJCRgwYIBLlTwioo5KYW1OLVQiIiIiIqJ2imuOiIiIiIiIwGl1REREPpGfn9/o/rCwMMTExLTRaIiIqCU4rY6IiMgHPJU5F91444348MMP22YwRETUIswcERER+cCqVasa3e9c3IKIiIIPM0dERERERERgQQYiIiIiIiIA7XhancViQV5eHqKiopqcB05ERERERO2X1WpFVVUV0tLSoFR6zg+12+AoLy8P6enpgR4GEREREREFidOnT6NLly4e97fb4CgqKgqA8AFER0cHeDSujEYjVq5cienTp0Oj0QR6OB0er0dw4fUILrwewYXXI7jwegQXXo/gEkzXo7KyEunp6VKM4Em7DY7EqXTR0dFBGxyFh4cjOjo64L8sxOsRbHg9gguvR3Dh9QguvB7BhdcjuATj9WhquQ0LMhAREREREYHBEREREREREQAGR0RERERERADa8ZojIiIiIqLmMpvNMBqNgR5Gu2A0GqFWq1FfXw+z2ezX99JoNFCpVK0+D4MjIiIiIurwrFYr8vPzUV5eHuihtBtWqxWpqak4ffp0m/QdjY2NRWpqaqvei8EREREREXV4YmCUnJyM8PDwNrmZb+8sFguqq6sRGRnZaOPV1rJaraitrUVhYSEAoFOnTi0+F4MjIiIiIurQzGazFBglJCQEejjthsViQUNDA/R6vV+DIwAICwsDABQWFiI5ObnFU+xYkIGIiIiIOjRxjVF4eHiAR0KtIV6/1qwZY3BERERERISmG4RScPPF9WNwREREREREBAZHRERERETkZ9nZ2VAoFNi9e3egh9IoBkdEzfDp5lP4Zd/ZQA+DiIiICABw0003QaFQQKFQQKvVomfPnnjiiSdgMpnwxx9/QKFQOJQnnzJlinS8u/9NmTKlyffs1q2bdHxERASGDx+Or7/+utHXpKen4+zZsxg4cGArf2L/YrU6Ii9lF9fg4e/3C4+fmxPg0RAREREJZs6ciQ8++AAGgwHLly/H3XffDY1Gg3Hjxrkc++2336KhoQEAcPr0aYwePRqrV6/GgAEDAABardar93ziiSdw6623orKyEi+99BKuvPJKdO7cGePHj3c5VqxYl5qa2oqfsm0wc0TkpdLaBulxg8kSwJEQERER2el0OqSmpiIjIwN33nknpk2bhh9++MHtsfHx8UhNTUVqaiqSkpIAAAkJCdK2+Ph4r94zKioKqamp6N27N5YsWYKwsDD8+OOPAITM0pNPPokbb7wRXbt2xe233+52Wt2BAwdwwQUXIDo6GlFRUZg4cSJOnDgh7X/33XfRr18/6PV69O3bF2+99VYLPyHvMXNEIaHeaIZe07J69b6ilFVAqWswQ6vmdwtERETtldVqRZ3RHJD3DtOoWlV5LSwsDCUlJT4cUePUajU0Go2UkQKAF198EY888ggWLFiAyMhIl9fk5uZi0qRJmDJlCtasWYPo6Ghs2LABJpMJALBs2TIsWrQIb775JoYNG4Zdu3bh1ltvRUREBG688Ub//Sx+OzP5xQ978pBdXIOpfZKRmRSBSF37v4RH8qsw87W1uHFcNzx20YCAjcNssWeLao0mxEATsLEQERGRf9UZzei/6NeAvPfBJ2YgXNv8ezyr1YrffvsNv/76K+69914/jMxVQ0MDXnrpJVRUVODcc8+Vtp977rlYsGABKisrER0djZycHIfXLVmyBDExMfjiiy+g0Qj3VL1795b2P/roo3jppZdw2WWXAQAyMzNx8OBB/Pvf/2ZwRHb/+mYvahvMeHnVUXRPjMCav08J9JD87vXfjsFqBT7cmB3Q4KjeaA+OZr+2DteNzcAD0/sEbDxEREREAPDTTz8hMjISRqMRFosF11xzDR577DFs27bNb+/5z3/+Ew8//DDq6+sRGRmJ5557DnPm2Ndkjxw5stHX7969GxMnTpQCI7mamhqcOHEC8+fPx6233iptN5lMiImJ8d0P4QaDoxBT22BP754srgngSNqOLkimr9XLUutltUa8seY4gyMiIqJ2KkyjwsEnZgTsvZtj6tSpWLp0KbRaLdLS0qBW+/8Wf+HChbjpppsQGRmJlJQUl2mAERERjb4+LCzM477q6moAwH/+8x+MGTPGYZ9K5d9lFgyOQojFYg30EAJCpwmO4MjdvONgWAtFREREvqdQKFo0tS0QIiIi0LNnzzZ9z8TExFa95+DBg/HRRx/BaDS6ZI9SUlKQlpaGkydP4tprr23tUJslNK44AQAazB2zQppOHRzBh3xanaioyoD0+PAAjIaIiIjIO/v27UNUVJT0XKFQYMiQIQEcEXDPPffgjTfewFVXXYUHH3wQMTEx2Lx5M0aPHo0+ffrg8ccfx1//+lfExMRg5syZMBgM2L59O8rKyrBgwQK/jYvBUQgxdoDg6ExZLY7kV+G8finSNvm0OrPFCpWy5dVbWqPGYHLZVu1mGxEREVEwmTRpksNzlUolVYULlISEBKxZswYLFy7E5MmToVKpMHToUJxzzjkAgFtuuQXh4eF44YUXsHDhQkRERGDQoEH429/+5tdxMTgKIUaz67Q6q9XaqlKPwWbC878DAN6/aSTO7SsESBGyinxnK+rQJS4wmZqqeqPLto4QsBIREVHw+vDDDz3umzJlCqxWz8syunXr1uh+T7Kzs73ab5FV+nX3XoMHD8avv3quCHjNNdfgmmuuafb4WiM4FnOQV9w1Hv1hT14ARuJ/a48WS4/NsrVWWQEsQlFV7/oNC5vBEhEREbUfDI5CiLssxUcbs9t+IG3AIAs65D/3yaK2C47MFise//EAftorBKCVbjJHHXUdGBEREbVPy5YtQ2RkpNv/DRgQuJYqbYXT6kKIuxvx/Ip6nCiqxsbjxbh2TAaUAVqP42sGWWU4eXDUlpmjn/bm4YMN2fhgQzam9UtBWY2b4IiZIyIiImpHLrroIpfy2SJ3PYnaGwZHIcTdjXhNgxmzX1sHg8kCixW4cXy3th+YH9Sb5MGRfVrdiaLqNhvD6dJa6fHtn+xAbnmdyzFFVYY2Gw8RERGRv0VFRTlUtutoOK0uhLibVldRZ5SmoK0/XuyyP1QZZGWzGwKQOdqfW4Fvd+ZKz/88WoRs23svnjtY2r7wv3vx3a4zbTImIiIi8q+WFCeg4OGL68fgKISIQZC8tLXcqoMF7eaPWp45kpfQPlNWh3o3zVh97YI31uOkUyBmslgRpVPjipFdMKFnorT95VVH/T4eIiIi8h9xulhtbW0TR1IwE69fa6b/cVpdCBFLScdHaHG2ot7tMTtzyjEiI64th+Uz8sBO3nA1t8xxOtvzKw7j0Qv9tyDQXT8jUUy4BgqFArUN9mMGdIrx21iIiIjI/1QqFWJjY1FYWAgACA8Pb1etUgLFYrGgoaEB9fX1UCr9l5OxWq2ora1FYWEhYmNjoVKpWnwuBkchpLJOuCFvLDgqrg7dNTDykt0GWebojFNw9MGGbL8GR4WNrCNKjtIBEIJQUZJtGxEREYWu1NRUAJACJGo9q9WKuro6hIWFtUmwGRsbK13HlmJwFELEUtKx4Z5Thbd/sgN7Fk1HTCPHBCt54QUxc2QwmVFQ5T4Q9Bd5YOZMbEibGKmTAlGThRXriIiIQp1CoUCnTp2QnJwMo9G1Qi01n9FoxNq1azFp0iS/V7rTaDStyhiJGByFELEJaVJk45mKdceLcMHgtLYYkk/Jq/GJAcqZsjpYrUCYRoW6NlhrBDgWg3DWKUYPAFh63XBc8fYmAI5BHREREYU2lUrlk5tsEj5Lk8kEvV4fMmXAWZAhhFTWCd9iJEbq8Mn80R6PU4doryN5Vbq6BuHxjuwyAMDAztEBGYezv0/vAwAY1S0eD8/pBwAwsREsERERUbvA4CiEiNPqosM0mNgrCcO7xro9rrahbTIsviYvVS4Wn9h8sgQAMLZ7gsOx/my+6ilzpFQAydF66bkYhBotzBwRERERtQcMjoJcTkkt/rc7F1arVSrIEK0XZkPGR2il4x69sD+0KuFy1oRocOQ4rc6CBpPFITi6bmxXaf+wJ1Yip8Q/5Tbla47umdoTmYkRAIBzZOW7AUBt+7yZOSIiIiJqH7jmKMjNeX0dqgwmVNQZHTJHABCmtV++9LhwzBncCd/tykVdg+dS1MHMucltSY0BebaqfAPTYqBSKvDp5hwAQgD4zroTeOqSQT4fhxikjcyIw99n9MGVo9Lx+dYc3DS+m8NxGpWQOTJxzRERERFRu8DMUZCrsvXcWfS/A6i0FWSI0gvBkXxtkU6jRJhWWDwYqtPqnNf65JULgZFWpUR0mBpap+a3Wj8tlhSb7eo1wvnT48Pxj5l9HabUAYDaVq+f0+qIiIiI2gdmjkJIsa3/jjitTh4c6TUqhNtu5o/kV2HxisOoqDPCZLbiubmDQqKRmfM6onxb1ighUguFQiFNGxTpNP6J7cVx6NSNn18tZY44rY6IiIioPWBwFOSi9WopY5RbLjRDFafViTfngHAjH27rwfPL/nyHc9xzbk+kx4e3xXBbxbkktthHKC5cWFuldwqGmgpeWqrGNi1Rr208M6WR1hwxc0RERETUHnBaXZBzN2NLCo6U9sun16gQ7uFmvqIuNBqZOa85Kq8Vxh1pC/pSY8Ic9vurZHlBpRCUJUc13k/KXq2OmSMiIiKi9oDBURCzWq2odVNcIco2rU6ldMoceQiOymob/DNAH3OeVldeJ4w7Qif8XGKQJDL4qZx3QaUwnS/FaY2RM2aOiIiIiNoXBkdBrMFscckcKRRApK1KncZhWp0KYRpPwVFoZI6cCzJU2MYdIQuKOsfas0f1Rv8UnhDXOqU2ERyJ0/rkpb+JiIiIKHQxOApidW6qzkXp1FC6mU6m1ygdggg5g5+CCF9znlb359EiAI4Zo36doqTHdX76ubzNHInVAWsMofH5EhEREVHjGBwFMXc3/+J6IwCQxxI6tUq6WXdmCpFS087T6kpqhGl14jRCAHj0wgHS43qj76fVWa1W5NuCo9SYxoOjcFsGz19BGhERERG1LQZHQcxdvyJ5FsUsKwSgUytd1uSIQqXUtHPmSCQvxJAeH47HLuwPwD9BSU5ZnfS5NzWtLlzqKxWaTXeJiIiIyBGDoyAm9jWSO1FULT2WNx9VKhWI0LoPjpxLZAerBg/j7BzrGKSIzVlbMl3w403ZOOe5NcgqrnG7//++OyA99pSJE4nBUb3RAkuIZOeIiIiIyDMGR0Fq4/FiXPnOZgBAtwR7j6LeKfY1N84FCcSqbgCwcEYfXDasMwDPGZlg4zytTpQW61jCWwxaWpI5WvS/A8gtr8Mj3+93u1/bjN5J4bJglFPriIiIiEIfg6MglFNSi3s/3yU912tU+P7uczCpdxKWXDNc2u4aHNlv1hMitFKT2FBZc+QpiHMOjnRqe8ampbJL3GeOeidHAgCuG9u1yXPoNUoobLUxaji1joiIiCjkMTgKMvVGMya98LtUjAAQshlD02Px8c2j0S0xQtruXM1OvuaoW2IE1LY+PKGcOeqbGoWECK3DNilz5GZNltyxgio8u/wQKutdS5mrPDSQFT+ruHCt2/1yCoUC4bYpfq//dgxVbt6HiIiIiEIHg6MgU+6mJ9HsQZ3cHuucOdFrVLhsWGec3z8Fo7rFQ2MLAPzVLNXXnIO4S4d1xo/3ToBC4RjIRNiCo+JqQ6Nrfe77Yjf+vfYkbv5gGwCg2mDP7lTWuQ9kxHVcaqV3fxphtql1n27OwTPLD3v1GiIiIiIKTu5X8FPAOK9deXneEFw2vIvbY0dnxmPTyRKHdTIvXzlUeixmjpb+cQJbs0rx3zvGuQQawURsAjsgLRp9U6Ox6IL+0Khcg5QBaTGI0qlRWGXA5qwSjO+R6PZ8B89WAgC2nyqD1WrFsYIqaV9ZrRF55XUuU/bEAE2j9u5zCpcVbVh/vMir1xARERFRcGLmKMg4l4UW19e4c+eUHnji4gFYff9kt/vFNUcAsONUmdvS4MFEnFY3uXcSXpo3BDHhGrfHhWlVuHBoGgDgh915Hs83rGus9HjC87/jcH6Vw/4f97i+1mSrmKfxMnMkD470jVwrIiIiIgp+zQ6O1q5diwsvvBBpaWlQKBT4/vvvXY45dOgQLrroIsTExCAiIgKjRo1CTk6OtL++vh533303EhISEBkZiblz56KgoMDhHDk5OZgzZw7Cw8ORnJyMhQsXwmRq/4venYss6BqpnqbXqHDDuG7oKqtmJ+d8g78/t6L1A/QjKWvjJlvkbFDnGABAcXVDE0cKcsvrsPaoY2Znr5vPwz4G7zJH8rVhER76TBERERFRaGh2cFRTU4MhQ4ZgyZIlbvefOHECEyZMQN++ffHHH39g7969eOSRR6DX23vV3H///fjxxx/x9ddf488//0ReXh4uu+wyab/ZbMacOXPQ0NCAjRs34qOPPsKHH36IRYsWteBHDC3O2R2dpuXJPecqdWJp8GBlNAnj9aactsaLYhPOBRt+2Z8PQFjLBACbT5TAanX8jMSeUGovAjQAGC7LTnW2TdELlaa7REREROSo2V91z5o1C7NmzfK4/6GHHsLs2bOxePFiaVuPHj2kxxUVFXjvvffw2Wef4dxzzwUAfPDBB+jXrx82b96MsWPHYuXKlTh48CBWr16NlJQUDB06FE8++ST++c9/4rHHHoNW23QlsVDlEhy1YqrWgbzgzhQ5a2hG1kYMoDz1RgJcs3Cii4ak4btduSipaUC1wYQovX36nhhsab0Mjh6e0x9lNUZszS5FtcGE+7/cjf/tzsXozHh8fuvYoF7jRURERESOfLrmyGKx4Oeff0bv3r0xY8YMJCcnY8yYMQ5T73bs2AGj0Yhp06ZJ2/r27YuuXbti06ZNAIBNmzZh0KBBSElJkY6ZMWMGKisrceDAAV8OOeg0Z1pdU1Ki9U0fFESq6oVpk5E692uN5LS2AKqxzJEYaGY4TTtMidZLFe9KnKblidk2tZfT6tLjw/GXc7oBAHbllOG7XbmwWIHNJ0tRE+RrvIiIiIjIkU8XSRQWFqK6uhrPPfccnnrqKTz//PNYsWIFLrvsMvz++++YPHky8vPzodVqERsb6/DalJQU5OcL057y8/MdAiNxv7jPHYPBAIPBID2vrBQqlRmNRhiNwdd/RhyT89iq6hxv1q0Wc4vHf/95PaBSAF9uP+PyvsGowvazR2gUTY5TCSGIMZg8fz5i5b8nL+qHGz7YIW2P0ADxEVrUNNShoKIWnWO09uthEl6jsFq8/qzEpUaV9Y5r4goraqCLswdmh85WISMhDOFark1qiqe/DwoMXo/gwusRXHg9gguvR3AJpuvh7Rh8epdmsQjf4l988cW4//77AQBDhw7Fxo0b8fbbb2PyZPdV1Xzh2WefxeOPP+6yfeXKlQgPd1+wIBisWrXK4fmOswoA9ql069avx6nIlp9/vAb4UnaZly9f3vKT+VleoQqAAof37QJOe+5fBACHy4XPqaSswuPPVGsQzpe1ZwtSw1TIrxOyQZvX/Q6VUdi3cu0m5Mfb36uwpAyAAvv27IbyzC6vxp1dBbj7U/pp1R/IsF27A2UKvHNYhV7RFtwzgGuSvOX890GBxesRXHg9gguvR3Dh9QguwXA9amtrvTrOp8FRYmIi1Go1+vfv77C9X79+WL9+PQAgNTUVDQ0NKC8vd8geFRQUIDU1VTpm69atDucQq9mJxzh78MEHsWDBAul5ZWUl0tPTMX36dERHR7f6Z/M1o9GIVatW4fzzz4dGY59GdurPk0D2cen59KmT0T0polXvdd+mldLjmTNnQakMvnUwvx8pQu4mIRg5b9J4DOkS0+jxidmlWHpoO/ThEZg9e4LLfqPZAvOm1QCAOTPPx7tZm4G6OgDApRfMwsrK3cg+XIRufQZh9qgu0vUIi4wCqqoxdvRITO2T5NXYjxVU45X9G122Ly+Kw4/zxiG3vA7vfL4bQBWOVSoxe/ZMr87bkXn6+6DA4PUILrwewYXXI7jwegSXYLoe4qyypvg0ONJqtRg1ahSOHDnisP3o0aPIyMgAAIwYMQIajQa//fYb5s6dCwA4cuQIcnJyMG7cOADAuHHj8PTTT6OwsBDJyckAhIgzOjraJfAS6XQ66HQ6l+0ajSbgF6MxzuMz2KqlRWhVuGtqT/RJi/Xp+1kUKug0wdeP5/2Np6THvVJimrxmYTqhKEeD2epyrNVqRa2s7HtUuE6qQgcIv6dJUcJ6rPI6k8PrK+uFaXUJUWFe/97ERrpf23U4vworDhbh3s8dM1DB/PsYbIL977ej4fUILrwewYXXI7jwegSXYLge3r5/s4Oj6upqHD9uz2xkZWVh9+7diI+PR9euXbFw4UJceeWVmDRpEqZOnYoVK1bgxx9/xB9//AEAiImJwfz587FgwQLEx8cjOjoa9957L8aNG4exY8cCAKZPn47+/fvj+uuvx+LFi5Gfn4+HH34Yd999t9sAqD2paxCmXN0wvhvuntrTJ+d87aqhuO+L3QCAowVVGJIe65Pz+lJZjTAPdMk1wz02f5XTeijlXVBZj8ve2ogovfCrrVIqoFUpYTA5FkeIDReCq7Jax/mnlXXC85gw7/+AnfsbjcmMx5asUgBwCYyIiIiIKHg1uxTa9u3bMWzYMAwbNgwAsGDBAgwbNkzqQXTppZfi7bffxuLFizFo0CC8++67+OabbzBhgn3q0yuvvIILLrgAc+fOxaRJk5Camopvv/1W2q9SqfDTTz9BpVJh3LhxuO6663DDDTfgiSeeaO3PG/TqjELGI8yH2Z2Lh3ZGlO0G/uIlG/C/3bk+O7evlNuKMThXlvPEUynvz7bkILe8DofzqwAIwZFCoYDB6Tjp9WZ70GSx2osqNCc4inQKju47rxeuHt3V69cTERERUXBoduZoypQpLo0znd188824+eabPe7X6/VYsmSJx0ayAJCRkRHUxQP8xWAUbuL1rWj+6s6Uvsn4cU8eAOC+L3Zj9qBOUiPVYFBe27yMjVji3DnoqXKqGCeurpo7vAs+2XwK5/ZNdni92HgWAOplyaXoMO//NFRKBcI0Kqk6XphWhbnDO+PzrTlen4OIiIiIAo81hYOMoZlNSL01ND1WCo4AIL+iHunxwVHFr67BLAU5cRHeNfgVG7fWNphhNFukQK+o2uBwnNpWfOLRC/tjUJcYjOueAMD++TbIpuXZ4lJpKl5zROjUDsFRRCPluuXjJSIiIqLgwTu0ICNOE9O0ovmrO/NGdkH/TvaqfRMX/44+D/+CJ3866NP3aQlxSp1aqZCaszYlWm8PPspq7L2h8ivqHI5798ZRwrlVSswbmS4FhBpbk1fx8zaZLcirEbaFaVRQKJpX0S9KNp4wjQrhjfwcjTWuJSIiIqLAYXAUZPbnVgDwfeYoSq/B8vsmYkLPRGmbwWTBe+uzUGMwNfJK/xOn1MWGa7wOStSyz2f0M79h3r834UxZLfLK6x2O81QGXasWghcxc/S3r/bi7cPCtjAvAzS5Xsn2ZlSROrXDOW4a3w1ju8dLz+WV84iIiIgoeHBaXRDJKanF2Qrh5l7r48yRKC3Wtex0aU2DS8W1tnSssBpA84ogONuaVYqf955FQaVjcJQc5b66oXNBh18PFkr7WlIM45Urh+K99VlQKoCESB0sFnsAlJEQjkcv7I/MB4U1dCZmjoiIiIiCEoOjILL9VKn02NeZI1HnWNd1RmW1DQFdf7TlZAkAYGDnxhu/OuubGiVVpQOAoioDTBbHrIynTJQ4rc7dFLeWBEcROjX+el4v6bm80a5YMU+lVMBssbqMkYiIiIiCA6fVBZF6o/1GXaVs3poXb3WOC3PZVipbsxMIp8uEdULn9Ehs4khHswZ2cnieXVLj9Wt1HkqBA4C+BdPqGqO0BWjiNWVwRERERBScGBwFkXqjvZa02U830GkxrtPqahvMbo5sO2dKawEAXeJdA7fG6JzKna8+VOjw/OKhaR5fq3FTrU7Uv1NUs8bRlFHdhPVGGjE44rQ6IiIioqDEaXVBRF4Ywein4Cgh0nUNjjwoa2sWixVnbJmj9LjmTe3Te1iXNbFXIuYO74Lz+6d4fK18zZFz366nLxnUrHF4svnB81BQWY8+qUKwJRSRMLMgAxEREVGQYnAUREpk09v8lV2Id9NHSD6dr61U1Bmx8kA+RmfGo8FsgUqpQCc3Wa3G6DysDeqVHIVLhnVu9LXiuqI6o9nh5793aneH9UKtkRqjR6rsZ1JL0+qCL3Nktlhx+yfbEaFT47WrhgV6OEREREQBweAoiMiDo26J7ktQt1ZcuL0iXKcYPc5W1Ackc/T2nyew9I8TUmGETjF6h/Lc3ihxavgq8ibIirT1JaoxmFBZb5S23zu1R7PG0Bxq28+690wFIrTqoGnCCwA7c8qkaYnPzx0MfQuKUhARERGFOq45CiKlNcLN/rl9kzG8a5xf3kOtUmLu8C4Y2z0e47onAADqTW0fHH23MxeAvedPFzeFIpoSE+6aBQPcF51wFqEVgqPi6gZ8uvkUACBcZW1289fmUCuFP7d//HcvJi7+3W/v0xL7zlRIjwPd94qIiIgoUJg5CiIl1ULm6Mbx3fz6Pi/NGwIAeOT7/QACM60uLVaPfFlPouauNwKAK0Z0wZnSWkTp1Xhx5VEAwOUjumBaP89rjUSRsr5Ob6w5DgAI8/Nfg5glCzZWqxVP/HRQel5tMLldm0ZERETU3jE4CiJiSe0EN+uC/EFvq/ZmaONpdUazBUcLqh22dWlBcKTXqPDg7H4AgKtGd0VChNbrzI+7prdRLe9B6xXnQgxGs0WqmhdIp0pqHZ5vySpFRoJ/pnUSERERBbPA35kRAOHbezE4clc0wR/EogRtXcq7oLIe1U5Tt+IiWheZJEbqmjUlTqtWoldypMO2JL1/q8jlltc5PD/VjL5M/lRV73gt/vHfvbh4yQbUBbjEOxEREVFbY3AUJGobzFJz0NhwP6cwbKLDhPepqDM2caRvGdw0XtUGIIPy3d3n4CbZFMYEPwdHzu5atrNN38+TBrNrELTndDl2nCoLwGiIiIiIAofBUZA4nF8FAFApFVJGx9/ibAUNymobmjjStwxu1jgFYnpZpE6NC4fYG8UmNa+SeKs5Ty0MlAaT+6DQuckuERERUXvHu58gMf+jbQCEfjP+rJgmJ2aoTpXUujRC9acGNz2ctB4auvpbTJg9S5fYxpmjlrBYrFjy+3FsOVnik/O9vPIIrv7PZrf7jG4yfERERETtGYOjIFFe27ZT2wAg09ZLKae0Vipn3RYa3E2rC1BwFKW3F2ZIbOPMUUti4P/tycULvx7Ble+4D2ia63VbpT533AWxRERERO0Zg6MgYLbYMxZ3+7EJqbPuSZG4enRXAMAfR4ra7H2DKThKjtLhsuGdcfWoLoj081IveSAGAHOHd2n2OY75cCqe/PfOHefqekRERETtHYOjIFBia/6qUAD3T+vdpu89qVcigLYtymBw03Q2EAUZAEChUODleUPxxEX9/f5eH988Gn1TozAiQ2jwq2/Bmp6mAprmKK42NLrfxMyRz2w5WYJVBwsCPQwiIiJqAoOjIFBYKdykJkTooG7jIEFcc1NZ33bBUTBljtrSsK5xWPG3SZjSOwlAywIdkw+Dozyn0uLOOK3ON0xmC/7y4Tbc+vF2rD3adhlaIiIiar72f0caAoqqhOAoOUrX5u8diHLe4k1339QoaZuyjYpQBAMxADa1YNqaLzNHZyvqXbb1SbFfE06r8438ynqplxjLoxMREQU3BkdBQAqOots+OIoJQHAk9jlKjrZXQKhxagrbnqmVQiDoLgtksW2rN5qx/lixyxREeXDU2gqDlW6u+a/3T8K0fikAACMzR61iMlvw9M8H8aas6MXJ4po2rQxJREREzcPgKAgUVgnf4Acyc1RvtLhdC+QP9UbhfSK09n5O3ZMi2uS9g4Fa5T44evR/+zHm2d/w59EiTH7hd1z33hY88eNBh2Pkr3luxeEWj6HGYMKeM+UAgNRoPfQaJZ68eAAAQKsWxsfgqHW+3nEG/1mXhS+2nZa2/bgnDze8vzWAoyIiIqLGMDgKAtkltQCA5Kg2riUNIEqnlkpKV9a1TfZGnGIUrlVj47/OxU/3TkCXuPA2ee9gIGWOnIKPjzadQlGVATe+vxUFtnVoy7bkOBxjkQVH//7zZIvH8ORPB/H5VuGmfWrfJOx/bAauH9cNgL0hr7u1YeS9k0XuKwuuO1YsfUFAREREwYXBUYCtO16M/+44AyAw0+qUSgWidEKJ6bYqylBrm0IXrlUhLTYMAzvHtMn7BgtpzVEL1g/5Krsnz2aEa9UOhUCk4IiZo1ZRKj2vo2vLaaxERETkPQZHAbY1y75AOyGi7YMjAIgJF6bWtVUjWnvmSNXEke2TykPmyBs1DZ7XILWUxqlCYphGuC6LVxxp9bk7sroGz4FsIJo+ExERUdMYHAWYRmX/djlQ5azjbUFZSRN9b37Zdxbf7jzT6verNdqn1XVEGg9rjiJ1jX8eFovVpVdOSzNJ8oa0kTrHIFW+1uiEh6lh1LQag3Btrh6djm/uHO+wb/3xYuw4VYa9tnVfREREFBw65t1pEJEnDyb1TgzIGBIjtACAkpoGj8eYLVbcuWwnAKBzbBjGdE8AINywVxlMUtU7b9R1+MyR+1LeTQU6+ZWupbcNRgvCtc17f6vVimrb1MZhXWNxybDODvvla41+P1yIHkmRzXuDdiy3vA7/9+0+zJ+QiUm2flWe1BmFz7hfp2ip8a/oyZ/shTaOPDUTOnXH/FsgIiIKNswcBZj4Lf2tEzMDdoOUEGkLjhrJHMlvmK98ZzNOlwpFJP7+9R4MeXwljhZUef1+ZyvqHN63oxELMsinxJkt1ib7Crlbp1LfgsyR2WKFWE36w5tGuxTDkK81+v1IYbPPHyysVitOldQ4FLForYe+24c/jxZ5VXGuql5cWyd8B+UcIInyyl2DXiIiIgoMBkcBJgZHzus+2pJ481bbyBoJ58plf9humr/dlQsAeG31Ma/ey2q14ki+EEj1ljUc7UjcFTxorDLc8ysOw2q1Iru4BgDQIylCKqJRb2z+uiX5dD6VyrVowOAu9gIZJ4tqmn3+YPHNzlxMfuEP3PvFLp+cz2AyI7eszqtjK+qM2JZdCgDomSxk3p67bBDmjeziknHyVNWOiIiI2h6DowATswXqAAZHYbbpbY3daDtXLqusdyz77e3alOLqBpTVGqFU2G8aOxpxbZk8IJJPqTunZwK+vG2sVLhh6R8n8OuBfGlaY2y4FjqNcI6WNM+VZ6zUbiqq3Ti+G64d0xUAUFrTELJNS/ecLgcA/Lz3LOZ/uK1V1Rg/25KDAYt+xbFC97/n27NL8dPePOn5j3vyUG+0oHdKJIbYgs1eKVFYfPkQzBmU6vDarVmlOJBXgdqGjtMImYiIKFgxOAowMXOkdfMNflvR26bz1TXSe8U5OHLu0+JtcCRmjTISIqDXdMx1Flo3mSPxs1cpFVh2y1iM6Z4Aedzy6wF7IYa4cA0626bC7Thlr3boLXnmSKlw/b3TqVV4aE4/AIDBZGk0oxjMymrta+h+O1yI535pedPc//tun8fS60azBZe/vQn3fLYLZ8qE6aYH8ioAADMHpELh9BnHOi0S++1wIea8vh7nv7yW/Y+IiIgCjMFRgAXDtLowrfDeBqMZ5bUN+Hr7aWnBvsh52pfzTVxT62VE4tqkXh00awRAyvrIs0U5tkbAnWLsjYDln6m8qmFMmFbKRhRVNV5h0J2mMkeAUM5brGi3M6f5AVgwKHZaQ/fnkSKfnl8sxS4G/IC9RPcZ2/S7lBjXxs7On/hxWzYqt7wOH2zI9ukYiYiIqHkYHAVYg+0GOJDBkZjBqTeZcevH27Hwv3vx3C+HHI4xumSOWtYgVJzaFIiGt8FCyhzJAs6jthtkT+uw6mSfd5ReLZX9dg5ivWGyCOdSKDw3KlUoFBjVLR4A8OuBfLy3PsurnkoGkxkFbqrqBUJlneNnk1te16JpiJ6sP14MwF54ARACsmVbTmHdMWFfYqTr73n3pAiP53xzzTEUVgXH50dERNQRMTgKMClzFKAeR4A9OKprMGNbtpAlWLE/3+EY58xRS/vrBEOmLNB0btYcHWsioyZvKBqmVSHCFhy1Zs2Rp6yRSAzAPt2cgyd/OoiPNmY3ee4b39+KMc/8hqzimoCvVXIXOL6+xn3hkB2nyvDO2hMex5wQ4VpZ8dudQjESeRb1pg+24aHv9kvP+6a6Brs9k6PwwV9G4a/n9nTZV9NgxtI/TrgdAxEREflfx71DDRJBseZI41qQoXNsGABh6tB9X+zCe+uzHF7T0syROFVM24GDI7Egg8EhOBIyR708ZI7k2QS92j7lrUWZI9s1UDURHDk3JV53rPFpaRaLFZtPChXapr74B0Y8tTqgN/ruAsczpa7V5iwWK+Yu3Yhnlh/GWlvGx1lSlD0D9NxlgwAAP+zJg8Fk9rhOKCVah4wE91miqX2SMcKWmROJVQJ35pS7fQ0RERH5X8e9Qw0SxiCYVifeaIv9hwCgU4wQHK08WID/7c7Dd7aS3aKWLhwXg0F1AIPBQBP7WTlkjgrF8ubuM0d7z1RIj/UaJSK0LQ+O7Jmjxn/nnIOj4mrPTYIBIMfW+0pUWtOA51e0vAiCO19szcGnm095daz42Sz/60QsvnywNCZnu07b11R5ysSJXyBcNqwzrhyVLm1/4seDHguZzBiQ6na7qH+naCmLCADD0mMBAMcLqgKedSMiIuqoGBwFWDBMMxOzRNkl9ptbva1oQJWH8sf1JotXa1CcBcPPG2hi0GGyWGGxWFFa0yAFHj2Smi5Uode0blqdWHWtqcyRzik4auq9DudXNnsszbHjVCn+9e0+PPz9fpTXNh6oHSuokjJznWPDpEIXZW5eJ68EaPEQlIjnumRYZ4fqc8u25HjMoor9wzxJitJh/+MzpOejMxOgVipQ02DG2QquOyIiIgqEjnuHGiSCIXMkBkdy4s2gcxliUb3R7FKkweJFsGQ0Bf7nDTR5RqbBbJHWG3WJC5OCnsZ0jg2T1gPVGJqfwRMDgKbWHDlnjjwFDqJDZ6sa3d8aW7NKMXfpJul5TRPlxV+1NSWO1KkRpVcjzlY+213mSGzWCrhOF80qrsF3u87AYMsOiQHjgLRoAMK1eHX1UbdjcP77cEejUuL1q4fh5nMyMWtgKrolCtPwPPVTIiIiIv/quHeoQUIsB6xVB26aWYROjdhwjcM2cdqccx+cONtxBqPZYc0M4NoLyR175qgjT6uz/9kZjBaPlercBa2jM+NxXr9kROiEaV7eTqsrrKqXSnKLwYCnSnWi4irHQKKx2LfeaMZrv7kvduCL3j3LtjhOpXMuECJ3tKAKP+87CwD44raxUCoViLcVVCirdW1qe0IWiMjHarVaMfXFP3D/l3twsrgGAKCzTa975IL+AIQKeIUeyql72+T4oiFpWHRhfyiVCqkghxgwExERUdtq+mtq8qtgKOUNCDfiYo8WwP4NuvP9c9f4cJTVVqDeaMHCr/c47GswW5ps7Gq0BMfPG0hqpQIKBWC1AgazGcc9VKr77q7x2JlThnqjBasPFeBv03qhZ7IQQEmZo4amg6OtWaWY928h63LrxEz8Z51QXKOpHkl55Y7FCxqbRvnSyiPS40/mj8bvh4vw/gbhfeZ/tA3n9U3BzRMymxyrJ2W1jtM7GwuONp0oAQBM7JWIgZ2FIgdi5shotqLaYEKUXoNNJ0rw2A8HUCkrxS0PjsSASC7SFpR2jQ9vdLz/N7svLh6a1ugx7vRKjsQvsPc+IiIiorbVce9Qg0SwrMFxzlLUm8wwmS3YfsqxAWhytLB240hBFVYeLHDYd8N7W5t8H6MpOH7eQFIoFA69jo56qFSXHK3HzIGdcMmwznjzmuFSYAQAkXrv1xy9+ftx6bEYGHmj1inj01iRgK+2n5EeZ8RHYNGF/aV1PhuOl+CJnw62uMjA0z8fxNqjjpXyGguOam1T7lKi7Q1Yw7QqhNkC97IaIdC68YOtOOKUoZFnQ/eeKXc5d6ROyJymRuul8zmL0qtx26QeTa45cqeHLUA+UcTgiIiIKBA67h1qkAia4CjOMTgyGC1Y8vsJfLYlx2F7cpTn5q0H8io87hNxWp1AXs67qUp17sSECTfpRrO1yQyQc2DhrVkDHautNTatTh6sxNimXsqDEwAOGRpvmS1WtwFdg9nzVD2xepxz8CJOrSu1FWVwF2DJ+0ntOe36+ywGpUqlApmJ7st0R+s1brd7o0uckJHKK2dBBiIiokBgcNTGSqoNeHfdSalqVrD0/XGXOXrFzULz5Ci9y7ZP5o8GYK++1piGIAkGA00s511QWd+sSnWicK0afWyZplFPr/aYSTFbrPBQU6NJ8ydkonuSPQDwVJDhVEmNQznrKNuUvyG2vj2i/BZUYNuf574CnvN6N7nXbWufnKvtSeuO3BRlsL+fPSByzhwpFEC4LOCSfzbyLw3E0vgtIf4d5lfWt6gaJBEREbVOx75DbUMWixW7cspwxdub8NTPh3Dde9vx3hGlVLJXE8CCDIB9upzIYLSgb6prQ9KUaNfMkdgg02oVgqrGmIJkjVWgiTfuB203/95WqpPr18l+fbJLXNfHAELvqpa2zNGolLhrSk/puafg6ONNjsUSxEIPwzPiHLY3leFyZ8PxErfbPQVH8gIVzn2X4mzB0dI/T7hUrRN/13PL7OusnF8fqVM7FLGQB7NDbT2KAGBAmmNQ2ByJkcIYzRZrk+XKiYiIyPc69h1qG/poUzYufWujtMj7aGE19pbaP/5ABwvD0mMdprrlltc5fDMumto32aUEdIRWLWUn/rvjjMtr5Ay24Mm5THRHI/78+3KFTIVzpTpviMUGANfCGaJTJbXud3gpSZYR8ZTIOC0LIiJlAd7wro7BUXF184Oj/ErHbJP4u+cpU7ZdVpbb5DTggbby21uzSvHCr47NacW/P3lwX1nnOA1wTGaCw/NuifaiDPJA8P9m93U7Nm+oVUpE2zJPzkUoiIiIyP869h1qG3q3iYXwGmVgL0V6fDjWPDAFP94zQdq2fF++wzHvXD8CKdF6fHn7OIftWrVSyk4s+t+BRqctiYvlw7WNV7Vr78RplPttwZFzpTpvXDc2Q3rsKZPiKaPkLfkUsdKaBvzrm70u073EQG9s93jsfXS6tL2L0zq2lgRHtU79jMTsj3NwZLVa0WCy4Iutp6VtzsUq/j69Dyb3TgIA7HZaTySez2Cr0rjndLlLafrZgxzXYMnXVF07pivuO68XVvxtIhIiPa/L80acrOw4ERERtS0GR20kLdZ1rY5coKfVAUKAlOSm4MLQ9FgcfnImpg8Qbg5HZMThvL7J0n7nXkhbstxPhQLsi+U7enCk0wh/emIm0blSnTf0GpW0RsVTJqXANm0zIyEcnWPD8NktY5r1HhFOFde+2HbaoWkqYC9icMnQzg7TzhQKBVbeP0l63pJpdfLgKCFCi2G26WsFThmlK9/ZjPHP/YYVB+wB/VTZ7yggTPeb0kcIjk46VYMb0z0egL2U9/XvbZH2XT82A9P6pWDO4E6Or8lMwKyBqbhjcg9E6TW4//ze6Jsa3eyf0ZlYdrykugF55XUtrvJHREREzcfgqI00tdheXKAfaHqN66/ENaO7uvQvipRlFNRKhUNBh40nPAdH4s1umKZjt9gSM0fifW9LMkeAfe2SWNhD7nRpLV5fI5Txnj2oEzb861yM75mId64fgSi9Gv+5YWST53dXrvpIvmP5a+maugl4e6dE4Z8zhWlmRS3IHIl9nGYMSMGv90/CEFtwtOt0uXSM0WzB1qxSqbAFALx21VDcfI5rXyWxKIOYaescG4ZHL+wvHWswWfDRxmyHynpPXjIQ79440uVvVKVUYOl1I/CvWS2fRueO+Lf06A/7Mf65NXjul8NNvIKIiIh8hcFRG8grr8MX20573K/XKBEX3vLyv77kromru6yWvIeLSqVARoJ9/cXHm05hh1N/JFEdp9UBcF1z1bOFwZF4HneZo6d/PiQ9lk+Pmz4gFXsfnY7z+6c0ef6UGNdM4qM/HHB4XitlA90HvGKRAXnw4i3x9+Wy4V2QGKmTMke7c8qlY6rclAi/eGhnt+vaEiIcf56x3RPwl3MypWDfYLI4/HyXDuvc7DG3llgivKBSCCb/vfakVAKfiIiI/IvBURv425e7pcfuqr11igmDoqX1ln1Mr1Fh3sguDtvcFYuQBzdqpWNwBABzl24EIFRjE29wrVYram2ZgI4eHMnLTLekUp1ICo7c9P0R+ycBQJRT7x1vf990ahX2LJqOPYumezymznZNIzxc00TbVM21R4tQ0ozskdUKnLIVexCn9w3qEgOFQigYkmMrNlFZ533hAjFzJEq1BX/uvhQAIGW92tLVY7pKfaxEnr5sICIiIt9icNQGtmbZ12i4uwmODZKskei5ywbjo5tHS8/VbopFyIMbpUKBhTP6YmKvRIdj3lufhdmvr8PzKw6jotaIXw8USBXP3E3B6kjkWY2WTqkD7NPz3GWO5JXqolvReycmXCM1dhVV1tsDkhqD52l1AJAkK1Dw1fbGqxmKrFYr3jqkRGmN8D69U4XPKEqvkaYiznh1LQCgohnBUUKkY3CUES9kaZx7IgHAXVN6IDWm8bWC/tA5NgzPzx3sUBXyE6dy6UREROQfDI7agDyQKHazKF1cgB0slEoF4mVj0rqZVifPJqmVCsRHaPHJfMfF/k/+dBAA8OHGbFz+9kbc8ekOaZ+nKVgdhVa2fqUlZbzt5xGug3O1ug83ZDmUsnZu8tsSiy8fLD3OLrZXwatrYlqdPFsT6WWQtuJAAY5WCD9b96QIt82HxfctlwVHUTo13rvR81oq57+1GbYiIxqVEp1kgVCYRoWFM/p4NVZ/mDkwFZsePA+L5wqf+c/7zmJXDrNHRERE/tbs4Gjt2rW48MILkZaWBoVCge+//97jsXfccQcUCgVeffVVh+2lpaW49tprER0djdjYWMyfPx/V1Y7Vo/bu3YuJEydCr9cjPT0dixcvbu5Qg8Yv902UHo/pnuCyPzYsuDJHABCmbbwHk1rWE0nlqcmOzLFC+/XVqpVevaY908o+05ZUqpPO42HN0WM/HnR43ttNQ9/mmjcyHUO6CL2VsmTBUVNTJeVBh97L/lb7ciulx+/fOMphX6JTqWzxC4eJvRKx97HpOK+f57VU8ozdgLRoh4zYzIH2Ut3J0bqAT3VNitLhwiFp0vNL39oYwNEQERF1DM0OjmpqajBkyBAsWbKk0eO+++47bN68GWlpaS77rr32Whw4cACrVq3CTz/9hLVr1+K2226T9ldWVmL69OnIyMjAjh078MILL+Cxxx7DO++809zhBoWMhAjseHgalt0yBlP7JLvs75bo2mw10ORrVNxV0pP3ZZLfRHrzbXtHX28E2Et5A62bVidOeXRueCq36v5JiNb7JgDvYwuysoprYDJbYLFYUW/rDeRpWp1CocBMW4am3kPJcWelth4/C6b1dPn7ePrSgQCAfp2Estli/6TEyOYFNM79iC4YbP+3KqoV0xB9yfkzNbEwAxERkV81+w5g1qxZmDVrVqPH5Obm4t5778Wvv/6KOXPmOOw7dOgQVqxYgW3btmHkSGH6yxtvvIHZs2fjxRdfRFpaGpYtW4aGhga8//770Gq1GDBgAHbv3o2XX37ZIYgKJQmROpzTU4e8cnvVuoxIK7qlJWH+BNeSw4GWEq3HP2f2xdGCKgxJj3HZ7ynzc/fUnsgursHXOzyvLQn3sPi9I5FnjlpaqQ4AxNM4N2btmxqFw/lVWHLN8FZlppx1iRMKb2w+WYJ312XhAlnvn8aCXrFEvMHoWjjCnVJbI2HnAgqAPXARAwUxkGru9NR+nRw/F7ESHgAM7hKLYHQ4vwoDO7v+PRIREZFv+PzrUYvFguuvvx4LFy7EgAEDXPZv2rQJsbGxUmAEANOmTYNSqcSWLVtw6aWXYtOmTZg0aRK0WvvNzowZM/D888+jrKwMcXFxLuc1GAwwGOzreSorhWk5RqMRRqP3C7b9TWG1f/N7bpoFC68aBI3SGlRjFN1yTlfhgdUCo9HxG2ulwn4z7jz2XsmNZ8L0GlXQ/bzieNpqXOLsri6xemhbcf3FENVoMjmco8pWMCE5Uu3Tn0lvW3+2+aRQZEReol5ltXh8L61tGmZ1fdN/j9UGE7ZlC+tr0mO0LserIPzuGUxmGI1GVNUJwVG4RuHVz/rhTSPw87583Dmxm8vxX982Gp9tPY27JrnuC5TPbxmFq9/dBgDYcrIYfZLDm3iF77X13wc1jtcjuPB6BBdej+ASTNfD2zH4PDh6/vnnoVar8de//tXt/vz8fCQnO04tU6vViI+PR35+vnRMZqZjNiUlJUXa5y44evbZZ/H444+7bF+5ciXCw9v+ZsKTfcUKAMI37BolsGrVqsAOqIUOF9h/juXLlzvsKyy173PHWFft8ppg0VbX43SOEoAS0aht1WdRkC+cZ9/+A1hesl/aXlalAqDAzi0bkbev1cOVnCxwf221SitWrPjF4+vyc4VxHjh8FMtrG29qui5fgWqDCsl6K0qPbsfyY477T1cDgBqV1cJnd+ykcO7TWcewfPlRr36OCVrgz9/cV4CbEgbsWO+5L1kgnJemxG95Svy54yASS/c3/QI/CdV/r9orXo/gwusRXHg9gkswXI/a2tqmD4KPg6MdO3bgtddew86dO9t8MfODDz6IBQsWSM8rKyuRnp6O6dOnIzo6uk3H0hjF/nx8dGwvACE4Ov/886HRBF9BhqbU7czFFyeFZpmzZ8922JdyqgzvHtnm8bW68EjMnn2OX8fXXEajEatWrWqz66E5WIiVX+zG5ef0x+yxXVt8ntU1e7GrJB99+/XH7PEZ0vaF21YDsGDmtKlI80GlOpF571l8cdI12ooM02L27KkeX3do1TGszc+CMiYVk88b6LGvk8VixWtvbARQg4mpFsyY7no9jhZU4cV9m6DUCO/502e7geJCDB88ELNHp7fmxwtaBRtP4be8I4hKTMPs2YObfoGPtfXfBzWO1yO48HoEF16P4BJM10OcVdYUnwZH69atQ2FhIbp2td/smc1mPPDAA3j11VeRnZ2N1NRUFBYWOrzOZDKhtLQUqanCou3U1FQUFBQ4HCM+F49xptPpoNO5NljVaDQBvxhyOq19LBqlNejG563EKPsNt/P4E6NdM3ValRINtjUiBVWGoP2Z2+p6zB7SGXv7JLs0Z20ujcqWxVEopHFbrVapel24XufTnyc6zPVvDBDKeDf2Pv3ShHUyvx4sRFH1Tnx7lxAcl1QboFAopLVFa48W4WRxDSJ0KoxONrm9HuF6YQxGk/D3U2eb8hkdrg3a36vWSo0V/qZKahsC+jOG6r9X7RWvR3Dh9QguvB7BJRiuh7fv79M+R9dffz327t2L3bt3S/9LS0vDwoUL8euvvwIAxo0bh/LycuzYYe95s2bNGlgsFowZM0Y6Zu3atQ5zA1etWoU+ffq4nVIXSjSyEtiaEO4ydW7fZMwd3gWPXtjfZV90mD3mTo0WyjhP6ZOE4V1jAQBzBnVyeU1H1NrACBB6UgGO1eoaZBXNtF6WzvaWp6ILEU30rRIrywHAzpxyAEJBhSkv/oHhT66CwSQUavhwYzYAYO6wztB7mJkp/kxVBhOmv/KnVFa8qTGEskRb89oiN33SiIiIyHeafTdRXV2N48ePS8+zsrKwe/duxMfHo2vXrkhIcOzjo9FokJqaij59hBLP/fr1w8yZM3Hrrbfi7bffhtFoxD333IOrrrpKKvt9zTXX4PHHH8f8+fPxz3/+E/v378drr72GV155pTU/a1AI09g/8lAOjpRKBV6aN8TtvuQoPW4+JxMatQI3je+G73bl4upRXWG2WvHjnjxcNqxLG4+2/VLZpq9a5MGRrFy2zsfBkbwvkJynMt6i9DjHbGK90YxqgwlV9UKPpCP5VYjWa/D7ESGrfP3YdBzcctLtuSJk73W0QOifpVEp0D8teKbP+lqSrex4cXVDgEdCRETUvjX7zmn79u0YNmwYhg0bBgBYsGABhg0bhkWLFnl9jmXLlqFv374477zzMHv2bEyYMMGhh1FMTAxWrlyJrKwsjBgxAg888AAWLVoUsmW85VJlDTFDOThqyqIL++PBWf3QKSYMd03pibgILRIjdfjLOZkeb7Cp+cTMkbz9jUEWHGndNPBtDU9lx5vqXRWmVeHWifYiK5X1RtQ12Mt655bV4eNNp2C1AlP7JKFbgueKh7HhWjw0u5/DtmcuHSSVGW+PkqKE4Kiizihl2YiIiMj3mp05mjJlCqxWzw0nnWVnZ7tsi4+Px2effdbo6wYPHox169Y1d3hBT5xmBgDqtq1ZQe2Qvc+RPSASM0dalVIKnnzFXUNgAMj0opHxQ3P648ttp1FZb0JlnQkm2ZiLqw34ertQIe7G8d2aPNetk7rj6eWHpOcXDXVtNt2exIRpoFEpYDRbUVLd4NMiG0RERGTXjnMXwSlMq8JTlwzEP2f0RnTzelYSuTCahC8qXl9zHFarFYfOVqLGIExV8/V6I9GC83tDrVRIzVgB4NaJ3b16rbjOqqreiBqDPQPyyeZTqDKY0D0xApN6JTV7TJ6CtvZCoVAgIUKcWsd1R0RERP7C4CgArhubgVsmdAv0MKgd2H26XHq88mABZr22DvM/2g7A9+uNRH89rxf2PTYDN47rBkCYUtfNi8wRYF+bVG+0oLbBJG0X1w7dOL6b19muj28ejaQoHb65c1wzRh+6xKl1763PCvBIiIiI2q/2W96JqAOQVwb8YINw05xTKjQ581fmCBCCnNsmd0eYVoUrRnhfYENvW2hXbzSjzui4diZSp8bcZpxrUu8kbHtomtfHh7peKZHYl1uB/+3OwxMXD0RMGNfuERER+RozR0QhTCMruLD5ZKnDPk+NVn0lWq/B3VN7Ilm2jq4pYRohc/Tb4QLctWynw77LR3RBpJ/HHMqeuHig9Pi6d7cEcCRERETtF4MjohBmtngujiI2Vg0mClvp8U8357js86YQQ0cmDxz35VYEcCRERETtF4MjohDWWOFIsXFoMDlZVO12+w3jMryqeNfRvWzrLSZvqktERES+wzksRCHM3Eh0JFY3Cybumpjue2y6VMWOGif2cqo3stcRERGRPzBzRBTCQm1a3dQ+jmW6Zw9KZWDUDBE6Yc1WtcHUxJFERETUEgyOiEKYxSlzpJBVwQ7GaXUvXDHE4flb144I0EhCk7juqKLW2GhgTERERC3D4IgohDkHRyMz4qTH8UE4rS4xUoe/TesV6GGErJRoPcK1KjSYLdh9uizQwyEiImp3GBwRhTCzxfF5XLg9W5QQhJkjAPjL+Ez0TonEnVN6BHooIUevUUnFGIqqDAEeDRERUfvDggxEIcziNLVK3hg0IQjXHAFATLgGK++fHOhhhKy4cOEal9caAzwSIiKi9oeZI6IQJp9Wp9coHRq/JkQG37Q6ar2YMCHoLa9jcERERORrDI6IQtj8CZnS49ULJsNksc+ziw1jFbj2SCy08dwvh7EtuzTAoyEiImpfGBwRhbArR6Vj5f2TcOzpWegSFw6T2Z5JUioVjbySQtVkWTn0q97ZHMCREBERtT9cc0QUwhQKBXqnREnPTSzv3O6NyUyQHrOcNxERkW8xc0TUjtwxuQdUSgWuHJke6KGQn6iUCpzXNxkApMp1RERE5BvMHBG1Iz2TI7H30ekI16oCPRTyo6tHd8VvhwuhVfP7LSIiIl9icETUzsgr1lH7FK4Tgt8agynAIyEiImpf+LUjEVGIidIJlQjzyutgMJkDPBoiIqL2g8EREVGI6Z0aiXCtCrUNZhwvrA70cIiIiNoNBkdERCFGp1ahU4weAFBZx6l1REREvsLgiIgoBEXbmvx+veN0gEdCRETUfjA4IiIKQQ0mCwDg25252HO6PLCDISIiaicYHBERhaC4cK30OLukJoAjISIiaj8YHBERhaD7z+8lPa6oMwZwJERERO0HgyMiohA0IiMe147pCgAoqW4I8GiIiIjaBwZHREQhKj5CmFpXVsvgiIiIyBcYHBERhShx3VFpDYMjIiIiX2BwREQUojxljuqNZmQX+7dIg9lixXe7zuB0aa1f34eIiKgtMTgiIgpRseFCr6OyGseCDHOXbsSUF//Azpwyv73351tzcP+XezD9lbV+ew8iIqK2xuCIiChE6TUqAEBNgwn/3XEGZ8qELM6BvEoAwPe7cv323g9/vx8AUGc0++09iIiI2hqDIyKiEKVTC/+Enyqpxd+/3oM5r6932K/w0/v6e8oeERFRoDA4IiIKUTq1yuG5c78jhcI/4dFPe/P8cl4iIqJAY3BERBSitGrXf8Jv/Xi79Pjg2Ur8uMf3gcyPe846PM9iJomIiNoJBkdERCFK5yY4WnWwQHq8NasU936+C9uzS332ng0mC44UVAEAUqJ1AIDr3t0Cg4lrj4iIKPQxOCIiClE6jXf/hB/Kr/LZexZXGwAAGpUCP947AZE6NXLL65g9IiKidoHBERFRiNKpVE0fBEDpw6VHhVVCcJQUqUNylB6dY8MAAEW27URERKGMwRERUYhyzhxN7JXo9rjqepPP3rOqXij6EB0m9FhKihKm1hVWMjgiIqLQx+CIiChEaVWO/4TPHJgKAIjSqx22l9Q0+Ow9DUYLAEBn67EkvldxtQH/253rUjGPiIgolKibPoSIiIKRUqmARqWA0WwFAGQmRGDDv85FuEaFYU+uko4T1wk1xmq1YmdOOQakRUvNZd2ptxVe0NuKQYhFIZ795TAA4Ny+yXj/plEt+4GIiIgCjJkjIqIQJu91FKZVoXNsGOIitLh/Wm+obIuNSqqbzhytP16MuUs34uI3NzR6XK3BFhzZAijncuJrDhc2a/xERETBhMEREVEIkwcnUXqN9Pi+ab3wnxtGAABKvZhWty27DABwpKAK1QbPa5T+8c1eAEBueZ3L+xMREYU6/leNiCiE1Rvt/YXEynGi+AihWEKJF9Pq5D2TThRWN3n8cQ/HqH1ZGo+IiKiNMTgiIgphtQ324ChM67hWKCFCCwAormmA1Wr1eI6iKgN+3JMnPS/0UJbbXUB0qqTW4XlsuMblGCIiolDB4IiIqJ1KitJBq1aiwWTBnjMVHo+76M31OCxrFFvmYRreuxuypcdihsjiFHTFhmtbMWIiIqLAYnBERNQOhGtdK8zpNSpcMKgTAGDZ5lMu++uNZpTVNOBsRb3D9rJa98HRumMl0uNlt4wBYC/tLYrUsQgqERGFLv5XjIioHRCbsTq7YmQ6vt2Viz+PFknbjGYL3ll7Ei/8esTtazz1RSq39TBa94+pSI8PB2Av7S0yWSwuryMiIgoVzBwREbUDGQkRbrcP7BwNQFhHJDZo/e+OMx4DIwDIKq5x2Wa0AA0mIfCJka0rmtE/1eE450wSERFRKGFwREQUwp69bBB6Jkfi6UsGut0fpdcgWi9MEiiyFVrILnENfuTcBUdlshoNkVr7pIPbJ/fAG1cPw4d/ERq/5pbXedV0loiIKBgxOCIiCmFXj+6K1QsmS9Pc3BH7H32xNQcAkBjhfgreL/dNBACcKqmBySxkgI4WVGHxr0fx1UnhPxdx4RooZeW6tWolLhyShkm9kjCocwxqG8x4+48Trf/BiIiIAoDBERFRO1dYJRRceHd9Fo4XVknT65z1SYmCVq2E0WxFbnkdXlt9DNNfWYv/rM/GsUrhPxczBqS6fa1SqcCN47sBAA7lV/r+hyAiImoDLMhARNTOaVVKGM1C4YRpL691e8xHN4+GUqlAZkIEjhRU4WRRDV5ZfdTluL+ck+nxfcSiECXV7gs6EBERBbtmZ47Wrl2LCy+8EGlpaVAoFPj++++lfUajEf/85z8xaNAgREREIC0tDTfccAPy8vIczlFaWoprr70W0dHRiI2Nxfz581Fd7dhccO/evZg4cSL0ej3S09OxePHilv2EREQdnFbd9D/1YzLjAQDp8WEAgLyKOrfnyUjwPH1PbDp7OL/KbcNYIiKiYNfs4KimpgZDhgzBkiVLXPbV1tZi586deOSRR7Bz5058++23OHLkCC666CKH46699locOHAAq1atwk8//YS1a9fitttuk/ZXVlZi+vTpyMjIwI4dO/DCCy/gsccewzvvvNOCH5GIqGNTq5r+p16vEfokJUXpAQCFla5FFYanx0jHuRMfYW8AO+3lP5s7TCIiooBr9rS6WbNmYdasWW73xcTEYNWqVQ7b3nzzTYwePRo5OTno2rUrDh06hBUrVmDbtm0YOXIkAOCNN97A7Nmz8eKLLyItLQ3Lli1DQ0MD3n//fWi1WgwYMAC7d+/Gyy+/7BBEERFR0zSyAgpNSbZNjStyU3GuZ3Jko6+VB0dEREShyO9rjioqKqBQKBAbGwsA2LRpE2JjY6XACACmTZsGpVKJLVu24NJLL8WmTZswadIkaLX2/9DOmDEDzz//PMrKyhAXF+fyPgaDAQaD/T/mlZXCgmCj0Qij0f3i40ASxxSMY+uIeD2CC6+Hb6m8CI7Ezzo+XPjPwmdbclyOuWpEp0aviXNOqbq2HrpGMk3UMvz7CC68HsGF1yO4BNP18HYMfg2O6uvr8c9//hNXX301oqOFRoT5+flITk52HIRajfj4eOTn50vHZGY6LvpNSUmR9rkLjp599lk8/vjjLttXrlyJ8HDPc+QDzTnTRoHF6xFceD18w1CnAuAaIE1MteBAmQLnd7Zg+fLlAIBTJQrIwxwFrHhhjBlmC3Bi10ac2NXUu9n/s/L5D78iOaz14yf3+PcRXHg9gguvR3AJhutRW1vr1XF+C46MRiPmzZsHq9WKpUuX+uttJA8++CAWLFggPa+srER6ejqmT58uBWbBxGg0YtWqVTj//POh0WiafgH5Fa9HcOH18K2KpNNY9MMhl+2ThvfD++MyHLbFnijB+0d3SM+tUGD2jPO9vh66zELc8dluAECPIaMxsWdi638AcsC/j+DC6xFceD2CSzBdD3FWWVP8EhyJgdGpU6ewZs0ah+AkNTUVhYWFDsebTCaUlpYiNTVVOqagoMDhGPG5eIwznU4Hnc61saFGown4xWhMsI+vo+H1CC68Hr5x/bhMDO0aj26JEdiWVYr5H20HACgUSpfPd0LvFJfXi8d4cz1mDu6MqTty8fuRIhRUGaFWq3GssBoZCeHQqTnFzpf49xFceD2CC69HcAmG6+Ht+/u8CawYGB07dgyrV69GQkKCw/5x48ahvLwcO3bYv5lcs2YNLBYLxowZIx2zdu1ah7mBq1atQp8+fdxOqSMiIs8UCgUGd4lFtF6D8/rZg5+MhAiXY1VKBd69YaTL9uboHCfMpcstq8P3u3Mx/ZW1mLT4d+zPrWjVeYmIiPyt2cFRdXU1du/ejd27dwMAsrKysHv3buTk5MBoNOLyyy/H9u3bsWzZMpjNZuTn5yM/Px8NDUJTwH79+mHmzJm49dZbsXXrVmzYsAH33HMPrrrqKqSlpQEArrnmGmi1WsyfPx8HDhzAl19+iddee81h2hwREbXMV7ePw8Nz+mFav2S3+zOT7EHTfef1avb5u8QJ6zzPlNXiSL7Q76ig0oDHfjjQgtESAVarNdBDIKIOotnB0fbt2zFs2DAMGzYMALBgwQIMGzYMixYtQm5uLn744QecOXMGQ4cORadOnaT/bdy4UTrHsmXL0LdvX5x33nmYPXs2JkyY4NDDKCYmBitXrkRWVhZGjBiBBx54AIsWLWIZbyIiHxidGY9bJnaHQuG+il3XeHsRm0hd82dfd461ZY7K61BW0yBt336qDHnlrs1liRqTU1KLcc+uwX/Wngz0UIioA2j2f/WmTJnS6Dc43ny7Ex8fj88++6zRYwYPHox169Y1d3hERNRKGlnT2MSo5vcukk+riw13fP3xwmqkxbKEHXnvmeWHkF9Zj6eXH8Ktk7oHejhE1M75fM0RERGFvk/mj8Ydk3vgwsFpzX5tF1twlF9Zj+ziGod9dUaz29dYrVY88v1+/OWDrdiZU9bkexRU1uPFX4+gqMq1WS21LwaT+98ZIiJ/8HsTWCIiCj0TeyVhYq8kAIDR0ryb06RIHXRqJQwmC44VCmuOuidG4GRxDeoa3J8rp7QWn2w+BQD4/UgRJvdOQtf4cDx5yUC3x094fg2MZiuqDSY8dtGAZo2PQoPRbMG+3AqYLFxvRERth5kjIiLyKYVCgQmy/kbxEVp0T4oE4DlzdCS/yuH5n0eL8MnmUyiVrVkSHS2ogtEs3DDnlHrX1I9Cz6ebT+GytzZi3bHiQA+FiDoQBkdERORz/dPs/e0Gdo5BuFbocVTrIXPkHByJ3BVw2HyyRHqcHOXa347ahzfXHA/0EIioA2JwREREPpcuq3g3vGsswjRCcFTvJnPUYLLgDQ83wu6CI/k6I0/BFoU+nZq3KETU9rjmiIiIfO6iIWnIKalFTJgGV4/pihd/PQIAqDaYXI59f0MWGswWt+dxFxwVVzM4au8aTBaUuJlSSUTkbwyOiIjI5/QaFf4+o4/0XKxgd8JWoEHu+125Hs+TV1GPz7fmwGyx4rqxGQCAkmr7TfPqQwWwWKxQKt33bKLQtDOnDAaT+4CZiMifGBwREZHfDewcAwA4kFfpsP3pnw/isIf1RgBwrKAK79iaf47OjEfvlChU1BkdjvnzWBGm9kn28YgpkNYdK3K73WyxQsVAmIj8iBN6iYjI78QCDbnldSizTZc6VVKD/6zLko4Z1z0Bex6djv6d7MUc/jxqv0n+YutpFFbWo7LecWpeVpFjLyUKfdkl7qsQsucREfkbgyMiIvK7aL0G3RKEIg378yoAAF9uO+1wzLgeCYgJ0+CbO8fj579OAADIW9y8vyELc9/eiEpb5mhkRhwAodkstS/VtgC4e1IEInX2SS4GI6faEZF/MTgiIqI2kZEQAQA4W1GPeqMZb/1xwmG/WNEuTKvCgLQYxIZrXM5xurQOubYiDf1sGabsYmaO2huxcMc/ZvTF3kenQ22bSsd1SETkbwyOiIioTYgZgBqDCVuySl32h9l6IYliw1yDI7lRmfEAgGNuijxQaNuVUwYAiNKroVQqpLLenFZHRP7G4IiIiNpEhE4IfmoMJvx+uNBlv5g5Eumdnjsb1U2YVpddUuO2fxKFpqIqgzSdUgyodVKfLGaOiMi/GBwREVGbiBAzRw1mHHFToS7cKXPUWBU7AEiN1iM+QgurFThWwOxRe1EgW0PWMzkSAKBn5oiI2giDIyIiahPyaXWV9UJRhfT4MGm/Xtt4psiZQqFA7xTh5vlIQeOBFIUOo60hcOfYMCmgFjNH936+C//+84TH1xIRtRaDIyIiahNicFRZZ5SCo4FpMdL+cKdpdFeNSm/ynH1ThaIMRxkctRsm25w6rdp+iyKuOTpVUotnfzkckHERUcfA4IiIiNpEQqQOAJBXXo/TpULFObE5LACEax37ks8d0UV6/M2d43HwiRlIidY5HNM7JQoA3E7To9BktFWk06jszV572a6zdIyZa4+IyD8YHBERUZtIihICm63Z9kp1g2TBUZjW8T9JUXp7sDQsPRbhWjWWXjcCmYkReOf6EQCAPqnCtDpmjtoPoy1zpFbafx9euHww7p7aQ3peYet1RUTka+qmDyEiImq91Gi9y7bhtkaugLCGSK5vajQWzuiDLnFhUNr63AzvGoff/z5FOkbMKJytqEdFrRExbnojUWgxmV0zR3qNCgtn9MXHm06hqt6E8lojEiN1nk5BRNRizBwREVGb6JEU4VCRbnRmPCJ1alwxogsm9U5Cpq1JrNzdU3vi4qGdPZ4zWq9B51ihqMPh/EoAwOqDBThdWuvj0VNbMZptmSOV6y2KmH08XcbrS0T+wcwRERG1CbVKiStGdMFHm04BsC+yf+GKIa06b++USOSW1+HKdzZjzqBO+HnfWYRpVDj05MxWj5nanrieSK1UuOwb2iUWJ4tqsCunHFP7JLf10IioA2DmiIiI2swVI5uuQNdc/TpFS49/3ncWAFDHprAhqd5oRo4t66dxkzkSp2G+/tsxnK2oa9OxEVHHwOCIiIjaTH9ZINNUk1dvndfPfQahqp6L9kNFYVU9Vh8swMVvbsALvx4B4LjmSDS8q32N2qqDBW02PiLqODitjoiI2oxSNlWq0kcVx4alx7ndXlrTgCg9CzQEM4vFih/35uG+L3a77HO35qhPqr2kd0yYcG33nalAaW0DJvdO8ts4iajjYOaIiIgCwmDyTa8apVKBh+f0c9nOcs/B79cD+W4DI8B95kilVGBqHyEIEn9/LnxzPW58fytySlikgYhaj8ERERGFvFsmdnfZVl7L4CjYnSyu8bhP3udITqcWKh4ajGbUGEzS9hxWKCQiH2BwRERE7cKYzHiH5yU1hgCNhLxVVOX5GoVpVG636zXCrYvBZHF4PYtwEJEvMDgiIqI29ZKtdPdrVw316XlfvGII/jGzD64e3RUA8Ot+LtgPdkcLhKIc3RLC8cD5vR32iT2NnOltQVO90YyiantwVFBZ76dRElFHwoIMRETUpuaO6II5gztJN7m+kh4fjrum9MTh/Ep8vjUHqw8VoLSmAfERWp++D/nOntPlAIB/Xz9SqC64yr7PU3Ak9scymCworLQHR4fOVvptnETUcTA4IiKiNufrwEiub2o0usaHI6e0FlNf/AM3n5OJwqp65JTW4qIhaX7ptUTNZzCZUdMgTIVLjdYjPT7MYf/AztHuXib97uzMKUONwT6VLr+CmSMiaj0GR0RE1O6IN8oVdUa8svqotH3dsWIGR61kNFuw/ngxVh8swB9HirD0uuEY3CW22ecRC2aolApE6dVQKhXY+cj52JVThp7JkchIiHD7unCtcOuy4XgJNhwvkbbXm7jmiIhaj2uOiIio3Tm3r/vGsABQXtvQhiNpfz7ckI2/fLANy7bkILe8Dvd+vqtF5ymtEa5DbJhG6n8VH6HFef1SPAZGANApVu92e73RN6XhiahjY3BERETtzoOz+3rcd7Sgug1H0v6cKXMsmd3SkuniGqGMhPBmva5LXJjb7fWsVkdEPsDgiIiI2p2MhAg8cfEA6fkVI7pgiq15qFghjVrGuXmvydyyjM3OnDIAwIiMuGa9blS3eIzuFu+ynaW8icgXGBwREVG71DnWnmHolhiB3ilRAIBjDI5axTlDU9Ngxv925zb7PDtOlQNofnCkUSnx5e1jXbYbOK2OiHyAwREREbVLabLgKCMhXAqOOK2udZwzRwBw3xe7m3WOqnojjuQL0+qGd21ecAQACoUCWpXjLQyn1RGRL7BaHRERtUudZWtTUqL1Un+cY4UMjlrDXXDUXPtyK2CxCuuHkqPdF1hoSoPTdL6KOiMKq+qRHNWy8xERAcwcERFROxWt12BIlxikxegxqHMM4sKFZrA1BlOARxbaDD4omV1hK+LQKcY3gcyQ9FiYLFa89fsJ1BvN2HKyBGaL1SfnJqKOhcERERG1W9/cOR6/L5wCvUYFrS1z5JxxoOYR1/bcP623w/b5H25zqWTn8Ry27JNO3fJmwHqN/Rbm1omZAIBdOWVY+scJXPnOZjz2w4EWn5uIOi4GR0RE1G6pVUrpBlxjW6NitliZVWgFMbDplRLpsP23w4VY+scJL88hZJ/kAU5zZcTbeyHFRwhZwdoGMz7YkAUA+GTzqRafm4g6LgZHRETUIYiZIwBo8MG6mY5KDGxiwzQu+zQq724rfJE5EkuzA0C4VlhCXdtgdhhDYWV9i89PRB0TCzIQEVGHIK9u1mC2IAwtvzHvyKTARuP6+WlUCu/OYRSDo5Z/R3v/+b1RZzRj5oBUhGuFsdQZzZCPYF9uBc5rYcEHIuqYmDkiIqIOQX7jzsxRy4kls90FNvVe9hoSs0+6Vkyr02tUeOLigRjfMxFhtkCttsHk0Ax2z5mKFp+fiDomBkdERNQhKBQKFmXwATFzpNco8d6NI3Hd2K7427ReALzvNeSLaXVyYbbMUb3RgtoG+xhe/+0YrFauLyMi7zE4IiKiDkNnm1rHzFHL2afEqXBevxQ8dckgROmF9Uf1Xn6u9uDIN7chkTrPqwR2nCrzyXsQUcfA4IiIiDoMMXP06uqj2HGqtMnjTWYLSqoN/h5WyLBarfYpcbLARqw653XmqJGpeS2h16iQmRjhdl8+izIQUTMwOCIiog7nf7vzsPDrvU0ed917WzDiqdU4XljdBqMKfiaLFWIVdPmUOL1anNbmXXAkrk1yV9ShpS4emuZ2+8srj/rsPXztP2tP4pIlG/DVttOBHgoR2TA4IiKiDsMoW2t0srjG4bk7m08K2aX/7jjj13GFCoNs2py8mIJYLU6+3qfx8/g2cwQA0XrX0uIAENHIlLtAOltRh6eXH8Lu0+X4YGN2oIdDRDYMjoiIqMMQF+6LzpZ7N+XKxAIOWHu0CPd+tlN6Li+NHm3reeTt+h5frzkCHNcdDUiLxmtXDQUAFATptLryWqP0uJhTN4mCBoMjIiLqMOLCtQ7Pc0prvXqdydLyimdnympRWtPQ4tcHixve34rfjxQBAKJ0aiiV9tLoUXp7YLLheHGT5/J1tTrAMUMUH6HFOT0TAQBF1YagLMAhz7KV1jTA0orfsWCyP7cCL6866vUUS6Jgw+CIiIg6jOfnDnbIeJwp8xwcyUtAHyuswksrj6BC9m2/N4qrDZjw/O8Y9+xvzR9sEEuK1jk8j5JNaVvy+/EmX++LPkfOInT2QGtERhwSIrTQqpWwWoMje2QyW7AzpwxmWxBU22CS9pktVuRV1AVqaD51wRvr8fpvx7z6PWhLe06X48Fv96KsHXxRQf7F4IiIiDqMIemx2P7INGnxfkWd52BH3tB0w/ESvLHmOK7490ZU1XsXIFksVtz84TYAQqYklDMDlU4/c2q03uG5PHOUVVwjPd6fW4G/fr4LOSWOQai9HLjvbkPCZMUdrhndFQqFAmkxwjjzygMbeJjMFvR86Bdc9tZGPPjtXqw9WoRs2ecEAIfPVgVodP6xMyc4SqhbrVZc9+4WXLxkAz7fehp3LtsR6CFRkGNwREREHUq0XiNNr3O+6ZeTf7MvOlpQjSv/vdmr99mbW4G9Zyqk5zVuzhcqnIObK0elOzxPjNThr+cJjWDPVtSjqEpYQ3PpWxvww5483C1bqwT4Z1rdiIw4XD6iC568ZCCSbcFbp5gwAAh4VmbX6XLp8Vfbz+CG97fikf8dcDim2hC6vx+i9cfsUyqDZSpjSU0D1sumem4+WSr9fhK50+zgaO3atbjwwguRlpYGhUKB77//3mG/1WrFokWL0KlTJ4SFhWHatGk4duyYwzGlpaW49tprER0djdjYWMyfPx/V1Y5lUvfu3YuJEydCr9cjPT0dixcvbv5PR0RE5IZYQKCxzJGnymsHz1ZKU6Mak+90Q770jxPNGGFwKaxynJZ20RDXstkLzu+NGNvnWl4rTF0ymoXP6dDZSodj/TGtTq1S4sUrhuD6sRnStrRYW3DkZeENf9ma1XRPrVBfo7PuWBGue2+L9DxYgiN36/1GPb1a+p20WKz4cU8ei2KQpNn/KtXU1GDIkCFYsmSJ2/2LFy/G66+/jrfffhtbtmxBREQEZsyYgfp6+z9M1157LQ4cOIBVq1bhp59+wtq1a3HbbbdJ+ysrKzF9+nRkZGRgx44deOGFF/DYY4/hnXfeacGPSERE5CjaNg2sss7zt/WNlaX+YENWkzezzt9OvxXCwVGDyR4M/vq3SVAoFG6PE6fXVTWRBfFH5sidxEghQygGa4Gy6URJk8eEenDkHAA39sVDWyqpdn/t7/xUmF63fP9Z3Pv5Lsx6bZ3DOkPquJpd/H/WrFmYNWuW231WqxWvvvoqHn74YVx88cUAgI8//hgpKSn4/vvvcdVVV+HQoUNYsWIFtm3bhpEjRwIA3njjDcyePRsvvvgi0tLSsGzZMjQ0NOD999+HVqvFgAEDsHv3brz88ssOQRQREVFLiJmjxqbVNTYN7qmfD8FgsuDuqT09HpMfBEUAfEXsBzWuewL6pEZ5PE4ozFCHqvomgiM/rDlyJ8zL/ksbjxdjzeFC3Detl0NxCV8oqjI4TOvypD5IMi0tVVjp+GVAsYegpC1ZrVbc98Uut/uybVNF1xwqBCBcp1/25yMlWo+h6bFQKd1/AUDtn087o2VlZSE/Px/Tpk2TtsXExGDMmDHYtGkTrrrqKmzatAmxsbFSYAQA06ZNg1KpxJYtW3DppZdi06ZNmDRpErRae8nVGTNm4Pnnn0dZWRni4uJc3ttgMMBgsP9hVlYK32AYjUYYjcHx7YWcOKZgHFtHxOsRXHg9gkt7vB4RGuHGp6K2we3P9dyKI1hlu2nyZPXBfNw2IcPj/qyiapdtd326HS9fMbhVN16+uh6lNQ1QKFzLmzu8l9mCv/93H04UCcUD1MrG3zfSVjGuvLre5Tj5c3FanQoWv/5e6VTC51xT7/le4JudufjXd8L6n8yEMMwb2aVZ79HU9Vj49W7p8UuXD8ID/90nPY8L16BfahQ2nizFv/88gfnjuzbrvYOJOI00QqdCjcGMeqMZdfUGqFVtu7xdfj1WHChAoYf1RfERGhiNRuzLLZe23bVMWBv36rzBmDMo1e9j7QiC6b8f3o7Bp8FRfn4+ACAlJcVhe0pKirQvPz8fycnJjoNQqxEfH+9wTGZmpss5xH3ugqNnn30Wjz/+uMv2lStXIjw8vIU/kf+tWrUq0EMgGV6P4MLrEVza0/U4VqEAoEJecTmWL1/usK/BDLy3ten/PIY3lLm8Vu5AtgqAAtf1NOPbbCVqTQos31+ALqYVGBDX+uk7rbkeDWZg4VY1NEorFo82Q6kAsquAGpPCYWzHK4DlB+2fRVlJUaM/c12FEoASz/y4B+acnRBvMxRWi8PrauqFz2bT+rU4qnd7Kp84mS9c55Onc7F8+WmX/RYr8NQOYSwA8Pv2/Ygs3Nui93K+HmdqgD/OKnGgTCGdv+HULkSqVYjTAQsGmWG1mrBoRwMABcpqjY1+tsHMYgV+2idc60vTG/DlCSWMFuCz/61Aoh+vb2NWrVqFJ3cJ13ZMkgVDEqxI0luxeI8KRqsCanMDli9fjpwS+/UXfbN2NxSnQzuTF2yC4b8ftbXe9bXzaXAUSA8++CAWLFggPa+srER6ejqmT5+O6OjoAI7MPaPRiFWrVuH888+HRuPbFD41H69HcOH1CC7t8XocyKvEmwc3w6rWY/bsyQ778ivrga1rmzxH924ZmD27n8f9Lx1ZB6AOF0wZi/AjRXhnXTYAIL33IMwe1bzshJwvrsf+3Epg62YYLQpMOvd8RIdp0OuRlQCANQsmID1O+FJx9aFC4OBu6XWdO6Vi9uyhHs/7bfFOoKwYBXUKdB1yDrBZWKBvtCowbso0KUu1YMsqAFbMOP88JEfpPJ6vtQy78vB11n5Exydh9uwRLvu3ZZehevM26XlEYmfMnj2oWe/h6XoMemK1Qzn42ydm4vLpvTBrhglKhUKa8vfgjtUAhOMmnzfdoZltqPjjaBGwWZi+du45o7Cl8giOFdYgc/BoTLQ1420r4vWYet55uG/TnwCA126eioRI4fdsyOhyzHtnKwrrFcgK7wuz9QQAxy8revfIxOyZfdp03O1VMP33Q5xV1hSf/gWmpgopyIKCAnTq1EnaXlBQgKFDh0rHFBY6TlUwmUwoLS2VXp+amoqCggKHY8Tn4jHOdDoddDrXf2A1Gk3AL0Zjgn18HQ2vR3Dh9Qgu7el6JMUIN/9ltQ1QqdRYeTAfj/zvAF69cigSI727WTeYrY1+HjmlwjSjxOhwJETavz6vajD75HNszfUokK0HqTMDsSr77UBprRndk4XzVhkcvz3XadSNvuedU3viT1s553XHHSu03f35Hnx9x3gYzRap2l+kXufX36moMCEYqzda3L7P6sOOa4GqDS2/Ns7XQx4YAcCFQztDo9Eg1un88ydkSsU6CqpN6BMZ1qL3D6S8CvvvU4/kaHRLjMSxwhp8s/Mszu3XqZFX+o/Yr1mhAJJiIqSprEO6xmNir0SsO1aM19Ych1iDQaNSSNUV60yN/21T8wXDfz+8fX+fTgTNzMxEamoqfvvN3gm8srISW7Zswbhx4wAA48aNQ3l5OXbssDfhWrNmDSwWC8aMGSMds3btWoe5gatWrUKfPn3cTqkjIiJqjpQoHVRK4Wbo2ne34I5Pd6KoyoCHvtvnUPr30Qv7O7xu1kD7F3R1Rs/TbjbIFuDHhWsc1hidDXBZaQDIKrZPLympbsCjP+yXnmtlRRJKnaq8aZpYP9I/zT5T49cDtqn20UKweaqkFt/uPIPXf7O39/BlKW93xMIbzj8HICzWF8coliZvba+hI/lVePR/+1HoVIwjNVqPXimRbl9z37Re0uPTpd5N+wkki8WKV1cfxdfbhWmKVqsVxwqFBrZD0mORkRCBERnCvdrP+85iW3bTZcz9odQWHUXrHf/+dGoVPrhpFABAXpxuw7/OxZ1TegAAattBzylquWb/q1RdXY3du3dj9+7dAIQiDLt370ZOTg4UCgX+9re/4amnnsIPP/yAffv24YYbbkBaWhouueQSAEC/fv0wc+ZM3Hrrrdi6dSs2bNiAe+65B1dddRXS0oR/nK655hpotVrMnz8fBw4cwJdffonXXnvNYdocERFRS6lVSqTaGoVuOmkvs2w0W7HphBDYJEZqcdP4bg6ve2neEFwxQpgSV9dIBbT31mdJj+MjtEiNsWeOjhe6Fmpoa6dKaqTHL606ik8350jPFZAHco69mrTqxgtJhGvspbkP5ws3zM/PHQwAKKwyYMFXe/DGmuP28/l5sX5mYgQAoYmtWHFPtD+3ErnldQjTqDDbtvi+tcHRkz8dxEebTuHiJRsctr94xRCPZct1ahVmDhDe/0yZd8HRmbJa7Mopa9VYW+rHvXl4dfUxLPzvXmw6UYJRT6+Wfn/+Yvt76d/JHiRv9qKMuT+U24KjuHDXbIFapXTJECdF6qTppDtzyv0+Pgpezf5Xafv27Rg2bBiGDRsGAFiwYAGGDRuGRYsWAQD+8Y9/4N5778Vtt92GUaNGobq6GitWrIBeb/8Pw7Jly9C3b1+cd955mD17NiZMmODQwygmJgYrV65EVlYWRowYgQceeACLFi1iGW8iIvKZLnGu05fiIjQ4WSwEDrdM7O7Szydcq8ak3kkAgL1nyvHEjwdx8ZvrUSUrCV5a04DfjwjTx9c8MBkKhQKzBnbC6Mx4AMDOnDKpWlugZBXbg6O1R4sc9jWY7WPLdQqOmqqyp1YpHTJPABwCQ2dKP5dL7hSjh0qpgMlidWkGKmaNpvRJkm6Ua1oRHFmtVuw+XQ4AOFthzxx9cdtYTOjV+Lob8XfxdFldo8cBQnPVWa+uw6VvbcSxgqoWj7elTpXYA7ir/7PZoWR37xShzHtCpL0CYmyE52qI/iQFRx7eX77WTa9RQqFQyK5DLUxmFmToqJq95mjKlCmNNslSKBR44okn8MQTT3g8Jj4+Hp999lmj7zN48GCsW7euucMjIiLySue4MCDLcVtZjRF6tXBjK36LLOpr6+8zrkcCACET8v4G4QTf7szFjbZvzUtrGmC1AjFhGnRPEqZSqZQKfHnbWIx6ejWKqxuw53SFFCwFwplGbsIbTFZYrVYoFAqX447kN30z3uDUr8dTqfDbJ3f3YqSto1AoEK1Xo6zWiMo6I1Ki7YHanjPlAIDJvZOkIgityRwtXnnM5fVXjkzH2O4JTb42PV74XfMmc/Tjnjypye75r6zFyWdm+z3IlCus8jwttHuSkKnrlWzvhaUOUL+g8johaPP0+5cSrcPBs8JjvS3jKV4rqxWoMZgRE962ZcgpOPCqExFRh9RFFvx8dPNoAEBRtUH61t854xFpu4FOjNS5NC89IetpJAYHzhkUhUKBMbabr0CtwxA1lrlad6wII59ajZ/25rkER3qN+6lhcn2dmsTGhLlfBP3gLM+V/nxJbOpa6dSYtrJOyCwkROqkMVbUGRv9AtiTcgPw7vpsl+1T+iR59frYcPv7N6aspgEPfL3HYZtzds/fDuZ5rvgl/n5o1UpcMFgoxNBUA15/yK4CnvnlKAD7Z+ssOcr+9x2hFf62tWql9LfdWINoat8YHBERUYeUJJv6M7hzDAAhsBFvNp2DI/lNvvMN17Zs+/oPMfBwt56mhy2TlNfGN7TODCbPU4be+uMESmoacM9nu6RMyNd3jMO0fsl45IL+Hl8nWnLtcIf1HP5eV9SU6DDhxreiznFaXZUtWIrSq6XsgtFsbVH26Jk99qBxxgB7r0exXHeTY7QFcOKYNp4oxvRX/sTnW3NQJpsO+KfTFEgA2HumotnjbakGk0WaOih6ed4QdEsIx9vXDXfYHqUXPvdAFDdYdlwlXUfxs3WWHG3/He2ZbC+WIY77u125TQar1D4xOCIiog5pWv8UdI4Nw91TeyAuQosoWX8ZhcK+JuHBWX2RGKnFQ3PsmY7YMMepOofzK6U1CmLmyDm7BNgDsuJqg29/mGZyLk7QmMRILUZ1i8e7N46S1pQ0pkdSpENVP6VSgX9f79hj6MlLBno/2FYSMwTP/XLYIRtQKQuOwrQqhNmyHmU1zb8hNpiFqWMXDO6EmbKfPcyLTJs4BsAeHC38ei+OFlTjwW/3YdiTq6R1YWJVOLnfDhW4bPOX3w4VwOKUWLtseBf8sXAqZg50LNkdbsvGuKsU6E9WqxUlsj8vT7/r8gB+fA/71Ecx0/jyqqP46+e7kFteB4vzD03tGoMjIiLqkDrFhGHDv87Fwhl9AQCJsgXaSZE6qWz17ZN7YNtD06T1QwDQLdFxPZLVCjSIwZHZ/bQ6wH5DJl/EHgjO64Iakxbb/L47ziW/p/dPwdWj0/HPmX1x4PEZuH5sRrPP2VL3nNsTAHC0oBrf7cwFINxAi0U0xMxCvG3hfktu5uN1ws3zLRO7I1Jnz1R4mzmKkjJHRpwurXWZKrfmcCH+PFqEHaeEDOWcQfZA5LfDhc0KdluqrKYBC/+7F4A98E+N9lxsY3AXIRu7Yn9+mxY3qKo3wWy1r3MakBbj9rgUWeboWtnvY9d4+9/2n0eLcM5za/DpllN+GCkFKwZHREREEAIiUSenKXXOVev6d3K94TKahBtkT2uOAHsAFsjMkdlidfn2vzHeNsWV06gcPy+FQoFnLxuMO6f0kIoftJXhXeMwd7hQfl2sYHamrA4Gk0VoEGq7JnERQoBSVtP84KjBdu+v1ygdSkeHex0c2QtCrD9e7LJ/9aEC3Pj+Vmw+KaxV65MaheNPz0KYRoWKOmOjBTY2nShBjq3C3JfbcrDjVMvWu23JKkW1wYSu8eHY8+h0fHDTKPzvnnM8Hj9zYCriwjU4W1GPjW1Yzlv+xcM/Z/bFvJFd3B43rV8Kbp/cHctuGSOtJwSAG8a5Bu7vrD3p+4FS0GJwREREBCAxyj5VLrmRb8QBx2anoganaXXu1tok2LITxVVtExxZrVaXm3151uhCW/NTwPMUsIQWlGJWqwJTocwTcY1YrVGYtiZmAuLDtVIRgfgIIUgqaUFwJH6kOrUK3Wy9lQBApfTuNksMjoxmq9tpcq6FMZRQq5RSYFfiIdg+dLYSV/9nMya98Ds2Hi/GP7/Zh7lLN3k1JmfilMTuSRHQa1SY2jfZofqfM51ahTGZwnQ1eV8tfyuuET6LbgnhuHNKD6g9rHlTq5R4cFY/nNPTscz6ef1SHNaNAUKJ9we+2oObP9yGF3493KKiHRQ6GBwRERHBMXOUGNl4QOAuODJ6M63OdjNb02BGbYP/F6o/v+IIhj25Cr8fLpS2NcimOD0lW/vTt5P79UTxTXwW7qi9DAraipjBERv31tv+X35zHx/e8syRUQqOlEiI0GJERhy6JYS77aXlToRWDTE5ufqQcK0GpEV7zDyJDWUTm1jDdjjfXlnui22nvRqLJ2IPqMhmZP6kbFxt2xU2KK4Srl9Tf8ON+cs5mQ7Py2qN+GbnGaw5XIglv5/AiaK2C/ao7QXXv15EREQBIs8WxTeRLUmL0WNwlxh0jg2TGqOKwZGhkWl1UTq1VPUuu7jpnjat9fafJwAAH2/KlrbJM0fRejXWPDAZH988GkO6xLo9R2JE86fVXTxUyEgNcBNEBoK49kcsKy3+/5zB9rU7cS1cc2S2WKU1LnqNCgqFAv+9YxxWLZjssvbKE6VSgUitY9Dx7GWDXApZiPQa4bydYoTgK6fU/e+SPHP1w5486XFLMh8tCY5ibVUAnRvwequq3oibP9yG/+44AwBeFUYotAWKLZkOKmrqZ2ys1xOFPgZHREREALrLpkM1dWMl3ACPx5q/T0a0U6Uxg9FzKW+FQiGVDT5ZXO2y31/kN89iEKdVKaFQKNA9KRKTeich2kM/okh989cIdU+KxLaHpuG7uzyvSWlL4RrHzFGt7RrJMzPxthv55maO5MGmWKhAoVB4HRiJopw+5y5x4ZjgNOXL/j7CuPvZsn0H3PQeslqt+Ovnu9y+vs7Y/N5D1QbhNc1ZMyZ+puVuAk6j2YKKJjJKH286hTWHC/H3r/cgu7gGI55ahcd/PNDoa06XClMQvc3auSP+jXrqX5tfweCoPWNwREREBGBY1zjpsbhWojFCw0iVNGXogjfWw2i24JRt8XtnDzdnydI6Ef9WrDPLvmU/UVSDy5duhMlskW7mnYsmRHsIglpaCS0pSuc2exYI4bYb+tKaBny36wwO5Aq9geTBkZQ5amZwZHATHLVElFM/nnCtkIV64fLBmD0oFd/cOU7aJ07BG2Drz/W/3XlS9T0AWHkgH5kPLvf4Xi3p5SRmS5qXOfI8rW7+R9sx5tnVjQYadbIGsncu24myWiM+2JDd6HuKU94y4sMbPa4xeo0Kmx88Dz/cM8FtZcWzTmMuqTbgp715zaoCScErOP7VIiIiCrDUGD2+un0cll473O2aIm+cKqlFtm3xeQ9Z6W85ccpeSxb+N4dzdmD7qTL0fOgXrLNVQ9M7FWA4p2ciYsM1Lg1uLxichlAnVh/cdLIE93+5B9m2ADZMNpVNvC4rDxZgzeEChxvd44XV+GTzKYeAUyR+zmqlwuPif29E6OzXQ6GwB1pXjEzHW9eOwHBZ8F5jy+LIt4mV7ADgtk92NPpet368A1nFzVs3s9lWcW54RlwTR9qJzXX/PFqEez/fJa2zs1qtWHu0CPVGC77a7nktlDybduisPTvmKQixWKzYawt8B3Vu3ZTO1Bg9BnaOcdv42Dmgu+H9rbjns114f0NWq96TggODIyIiIpvRmfGYNahT0wd6UFrTgCJbRshTJa8EKUPh34p1ngo+PPL9fmEcTgvW+3WKxq5HzsfuRdORFuP9+qtQ0C0hwu32cFmAKN7IA8DNH27H1Bf/kNbZXPrWBjzy/X58Ilu7JRKPkQc3LbEzp1x6bLW6lo9XKBR47ML+GJMZjwuGCL+jMWEaqefRgbwKr99rz+lyvLvO+/LUFXVG5NkCgqEe1qa5IxZkAIAf9+Thpz1npfOJ3GXq6o1m/Lz3rLQ2zNknm933HTpRVI2qehO0Siv6pLj/cqK5tGql1LNJdLqs1iFAE6c1fr8r1yfvSYHF4IiIiMhHSmsMUlll5+BDJJZfLvJzOe86DzeWogQ3hRbEG/LxHta6hKpOMXqo3SwgkU99dA4Cc8vrsOd0OQD7erLl+/JdziHewEdo/d+/6aZzMvHl7eOkxrWAPZMj3qDXO2UMP50/xu25lm3JafL91h4twjtrT+DFX48AENblxYS7X5vmToZTUGqFkHk7KctafeQm4Hx+xWHc/dlOvPbbMbfn/fNokdvtO3OEJrldI9GqLJ6z928ahefnDsLrVw8DAPxxpAhzXl+H3afLcbywSjpO56EcPoWWtu3ERkRE1I6V1DRI34R76g8kVsUrqPRvcCT/dt6dxjJCj1zQH5E6NS4d1tnXwwoItUqJjIRwhxLMceEa9E21ly+PcVOQoqjagI2ypqxbs0vx7c4zuGy4vbFojS1D523DV0/0GiXqbTXBrx7d1evXiRUBxXVUlU7XfUIvz4FufkU9UmM89yq64f2tDs8XXeg6xawxzoVNxOVrvx6wB5lWK7DjVBlGZMRh35kKfLQpW6pO5+yr28dh3r83YdepMpgtVqlSpGjnqXIAQLdI3/YhSozU4cpRXR2yc8cKq3HJkg0Oxx0rqMLu0+UYmh7r0/entsXMERERUSvI1yQUVzXYMwkeFq6nSMGRfyteHStovBpeY4FPTJgGj100AEPa0U3eogsHOAQdV4xMd5i6lhKtc+mNU1RlcMmwLPhqj0NJ6doWVHFz55P5YzAyIw4/3HMOnr1skNevE9fH5VXUo7LeiPImguK/ntdLetxY1Tp3ZbPH9Wi6UIkzecau2iCM7aBTdb39tsDu0rc2eAyMAGBERhyidGpUGUwu5wCA3bZMX7co/zRp7ZsajYuGeF6DV9tgxiVLNrRJDzPyHwZHRERErTB/QibumtIDAJBXXidt95RJSLUFR4VVBq/6trSU2AD0pvHdsPex6Q771EoFpvRJ8tt7B6PJvZPw7GWDsHjuYFw/NgMLzu/tsF+hUOCzW8c6bPtwYzZ+3nfW5VzHi+yBZ7U0ra51maNR3eLx3zvHY3Az1vQAQLReI2Upc0pqHQot/O9uoZT6rROFpqZ/n95bKjUPAFNf/APd/vUz/rc7F38eLXL4ffzXt3td3kssId4c8s9ULAfuXC3v0R8OoNu/foapib8HlVKBkd2EaYTiFDpRbYMJx2xT3Lr6OHMkf//Xrx6GPinuGyaLxGmYFJoYHBEREbWSOEXtTLm9n5Dew41kYqQWSoVQarvYj0UZDucLN4r9OkUhWq/BvJH2qWCdYvU+XZMRSuaNSseTlwx0qdYHOBZlAIAzZXUuxwDA9FfWSo/FymXiWrJAENdO5VfUY5Otqtz1YzOkzN+Ds/ph9YJJuHtqTwxyKi4AAPd9sRs3vr8VH27MBiBUk/tqu+cMTnOMzozHPVN7AgBe/+0YTGYLqlsQPCyc0QcAkG4r0S2u7ROtPlQIi1UolR/j5xoi8ms9rV8KNj94nsN+cb3fjlOluHvZTpwp83/DZ/KdjvkvIxERkQ+JxRfEm2m9Rgmlhw6SapVSWotR6Md1R4fOCsFRn1Rh2tUTFw+U9sWHh34FOn+Ia0axAbHvzylbg93W9NVprTBboGcwWaTgaLxsCpxSqUDP5CgoFArMHui5GqMYHL248ojLvv/eMc5lm7d6y9Z2nSmrkyr8NdYXakh6LHYvOh/7H5+BHQ9Pk7Kz4tow+fTBr7adlhreTmpkjZWvyKdfzhmcitQYvUPTWXFq7YPf7sPP+85i3tub/D4m8h0GR0RERK0Ub6v8lmsLjsKaqFolrjtqrAFmaxRVGVBcbYBCAfS2lTSWZ0qi3RQfICFwnejlzbVYEj3HFhx1jXff9LctiM127/l8J44UVEGhAMZ0d78+SKlUYFQ3972KxH5QH2+yl8p+7rJBOPzkTIzsFt/i8c0emCo93nCiWCoL/tK8IVJBCWff3zUeseFaROrUSIjUSevDxOBILDhSWtOAf3wjTAG8fEQXLJrTt8Xj9JY8cyT2M3vvxlHSNnHN0VHbur88P/2dk38wOCIiImolcc2HuGYivImyzinRws1Vvp+KMhyxTanrlhDhdizuKrOR4OObR+M/N4xs8riNJ0pgtVpxytZQtmtC4DJHYgbGaltqMyAtutFqhB/8ZTS+uXM8sp6djRkDUqTtFXVGbD5ZIq2Z+e6u8bhqdFe3UxCbQ61SYqCtKetD3wlBpUalwMReSfj5rxPxzZ3jpWNjwjTY+tB5Ln2e5PsBoLxWCI42nrBXE/znzL4Ia+XaL29E6ux/Pz2TheCoT2oUutl+B15aedTlNc7TACl4MTgiIiJqpW6JEdBr7P9JlU+xcUdc29JUue2WEosxyEtVy/Xr5P7behIKM3jT+Laq3oRjhdXIt02N7BrAaXXOhRJSPTQgFkXq1BiREQeFQoFnLh2ERbaKi1nFNXh/fZbDcb6SEmUfU5e4MPz3jvFSoDMiIw4Pz+mHRRf0x55HpyM5yvP4nTNHxwuF7Ezf1Kg2W/c1d0RnRGhVmNYvxeHLh2xboLzpZAk+dWpUuy/X+ya9FFjsc0RERNRKkTo1+nWKxq6ccgDABYM9r+sA7GWfawz+qWolrjfqm+oYBL17w0j8drgA8ydk+uV924tYp7VHXePD8fSlA3H9e459f9YcLgQA6FVWxDdjvZLPOSVZmtOMNCFSh2vGdMUTPx2EwWTByoMF0r7WlieX+9u03kiPD8eYzHic2y/ZJaC7ZWJ3r84T6/TFwvZsoWpdc3pDtVaXuHBs+r/zGl0z9bBt2qVo35kKHM6vwvpjxeiaEI7ESB3+dl4v1JvMTWaaqW3xahAREfmAvJ/LrEGNB0eRfg6OxJLGfZwyR9P6p2Ba/xR3LyGZaL1joPPMpYPcNlN97pfDAITmpp6mgbUF5+pv0frm3d55mjYX2czzNGZQlxi3lfKayz6tTmi2fKRA+F0f1jW21eduDuffEQB4cFZfPGv7nRBdO6Yrlm3JwepDBdhzxpY9Oi783xtrjsFqBeYM7oRrx3TF+B7+LyZBTeO0OiIiIh+4YkQ6AGDWwFSpGp0n4TrhZlTs++Jr4pqRhEhWpWuJhAgtRnWLw+jMeOx4eJrbwEjOaA1cYAQAlfWO0zOvGZ3R7HPMcZPtjAjCjIaY1auoM6Ky3oiiKmFaY7fEiEAOC4CQ/bp4qL1J7LyRXZBpG5cUGMmIa8R+3nsW1/xnC0xmS5uMkxoXfL/1REREIeiKkV0wslscOsU0XbXM35kjsdFnY9N+yDOlUoGvbhdKV3uTEbqhl3+CXG8Vyxb7r/jbRJfplN546YohuHtKT8x+fR0A4K4pPaDyUI4+kMTMkcUK7Let40mM1LrN5LQ1lVKBWQM74X+78wAAnWLCmjWuGoMZMeH8mw00XgEiIiIfUCgU6J4U6VW1LPEb+ZoGPwVHJuEb6NZWGevIFAqFS2AkVlyT65UcgeEJ1rYallsq2ThbEhgBwu9K/7RoPH3pQFwzpivum9bLV8PzKb1GJQX9u0+XA4CUnQkG8l5ZabF6t2XzR2bEuS3g4a9/D6h5mDkiIiJqY+JC9+oWZI6s1qZvxOuZOfKL928che925eJAXiV+2CNkB765fSx+X/1rQMf10ryh+Nc3e/Gwrepca1w7pvlT8tpaTJgGhVUG7LYVQOmWEDzBUayswXJabJhLsYWrR3fFExcPQJ3RjAO5lUiK0mLay2sB2PsjUWDxX00iIqI21tJpde+tz0LvRavw2XGl1MvIHTFz5FwRjFonOVqP2yf3QLKsZHRb9NVpyoiMOKxaMBmTeycFeihtQlx3tOdMOYDgWG8kSovVI8L2OzG8a5xLVuuv5/WERqVEtF6DcT0S0DM5Cp1jham4NX5ag0jNw8wRERFRG4uwFWRozs2Q1WrFkz8dBABsKVLigiWbcPjJmS5T50xmi9SMVt57iXzntkndkVVc06blo8mua3w4jhZUo8DWYyqpiQIobSlKr8Hy+yZCp1YhQqdGuNYx0+uuB1WEVKCFmaNgwH81iYiI2piUOfJyGo3JbMF7suacopKaBpdtYtYIYObIX5Kj9XjvplEsix4gA9IcS4I796UKtIyECKTGCEGQQqHA6Mx4aZ+7Ah9i5ujZXw7BYgns+jVicERERNTmomwVrCrrjC7fFlutVpe1B+uPF+Opnw+5nKfMKTh6+88TeH6Fvc8K1xxRe3TrJMeGscEeTrx0xRBM7p0kVUB09vAF/aFRKbA/txKny2rbeHTkjP9qEhERtbGUaB3SYvSwWIG9topboge/3YcBj/6Kk0XV0razFfVuz3PTB9ukx/VGM5775TA+3nQKAKBVKaEMwlLMRK0VqVNjfI8E6fnY7gmNHB146fHh+Ojm0Q4ZJLkeSZGICRMKOTyzPPiyR0azpUP1YGJwRERE1MYUCgWSbWsPnDNHX2w7DasVePP349K28lrHJp8ieX+bslrHLBKzRtSePXfZYEzpk4RP5o+Weh+FMnHd0a8HCvD1jtMBHo2dwWTGtJf/xGVLN3pVKbM9YEEGIiKiAAi3VbSqM7ovylBS3YCSagM+3nQKr/12zON5LBYrlEoFSp2m2Bk60De91PF0TQjHh38ZHehh+EyYrLDKy6uO4spRgS/2Uddgxv1f7sapEmGqX22DWWpD0J7xayUiIqIAEIOj4mrXogrCdgP++sUut4HR+BR74FNeJ2SVnLNLDSYGR0Sh4rCsNH9BpQH7zlQEcDSCTzZnY8WBfOm58xcw7RWDIyIiogAIszWHfPKngzh0ttJlf3G1ARuOlzhs+/GeCfj7+b1wSYYFMWHC60trhKl1ztPqiCh07cwpC/QQsPJAgcNzBkdERETkN/IGsM43IQBQVGVweH7vuT0xqEsMbp+UCZ0KiA8XFnCX2DJPZR7WJRFR8Ovu1Cy2qj7wf88qp4IupR3kCxgGR0RERAEgL8Sgc9Os1blgVf9O0Q7P4yNswZHt29zyDvKtLlF79N3d5zg8d/5yJBAMTlNzSz1MAW5vGBwREREFwL9m9ZUeP/fLYZTVNDRaDapvE8ERM0dEoSsmTIMDj8/Aw3P6AQA+spXkbzBZAlYlrt5WLEb8t6astgG1DSbkltcFZDxthcERERFRAAzvGoe7p/aQnn+6+RRMjfQ3SY7SOTyPjxDKF4vf5oplvfVuslBEFPwidGrE2abLAsCmEyUY++xvuOfzXQEZj1jUpVOM0HagqMqA69/binOeW4PjhdWNvTSk8V9QIiKiAEmIsAc8v+zPb7TCnFjdTiSuORILMojTcB6/aAAenNUXqxdM9vVwicjPMhLCpceP/rAfpTUN+Hnv2YCMRcwcDUyLAQCsOliAHaeEQhF/HCkMyJjaAoMjIiKiALlmTFdM7JUIADh4thKbT5Z4PFahcFwcHWeb6vLRplOoqjeiyJY5So8Lx+2Te6BncqSfRk1E/jKyW7z0+GiBPTtjtPUt255din//eQKWRrLMLWG1WvHboQKUydYuimuOJvVOAgCcLK6R9j3186F2mz1icERERBQgeo0Kn8wfI01bmf/RdgCAUxyETKdKVgAQG6aRHn+57bSUOUp0mn5HRKFlTGa8y7bfDgkVLS9/exOe/eWwQ/8hX/hwYzbmf7Qddy7bIW0Tg6P+adHSuiO5aS//2S7XHzE4IiIiCrCzFfUOz+XrrzvHhuGX+ya6vCZS1qm+vNaIClsz2KRIBkdEoSw2XOOy7Y5Pdzo8P1pQ5bPs0fHCajz+40EAwOaTpTDZslTitLowjQoTeiZ6fG17w+CIiIgowD6dP8ZlW6ItyHn8ogHQa1Qu+yN09m0FlUJwpVEpEBPmemNFRKHD09+wWRYMvbr6GG77ZIfb45pr+T7HNU2ltQ0oqKyHyWKFQgFE6dWYbJtaBwB9U6Okx8VBUHLc1xgcERERBdiEXokONxwA8MVtY/DxzaMxrX+K29eoVfa5d/m24CghQgelU+NGIgotseGuU9gAoNSpl9nqQwUwW6woqfYuQLFarVj6xwlsPF7ssF3ecw0ArnpnM8Y88xsAYFDnGETo1BjaNVbav+Jvk3DpsM4A7FUy2xN104cQERGRv03unYTD+VXS857JUeiZHOXxeAXsQdDRAuF1SVxvRBTyPGWOxHVHcj3+bzkA4Pu7z8HQ9NhGz7vmcCGeX3EYAPDV7eMw2ra2yTk4OllkL7ywcEYf4X2SIvHZrWOQHCWsjxT/rQmGZrW+xswRERFRELhrak/p8eK5g5s8fkiXGOlxQaWtGEOk+2+ciSh0RHsIjv717T6Pr/lpT16T5z1TZi+eMO/fm1BRa8TBvEp8tiXH7fHJUTpM7GWfTje+R6JUBVP8t6Y9Zo4YHBEREQWBmDANNj14Ln645xzMG5Xe5PFatRJ7H5uO7rJKdnFuKkoRUWgJk60xXPE312Is7pQ4Tblzx3nG7ZAnVmL26+uk51c5/bvz1CUDPZ5LyhwxOCIiIiJ/6RQThsFdYr0+PlqvwWe3jvXfgIiozenU9tvznkmR+PqOcdLzHkkRWPePqS6v8SaD01QAlRSlc2gjMH1Aqsdj0+OEZrXZxbVNvm+oYXBEREQUwlJtPZIA4FRJ+7tRIepo5NUp1SqlVLkSAE4U1SA9PtzlNd6s/Smpdg2OOseGIUqvRqROjRvHd8OXt41DfIQWr1w5pNFzdbNlrPMq6qQGte0FCzIQERGFuFkDU/HL/nzcOL5boIdCRK3UI8mx6bO7QisPzuqLw/lVuGl8N1y8ZAOK3QQ+zkpqhACqc2yY1Lz1g7+MQu8Ue+GXxEgddjw8DQrnTtROovXCuiirFahtMCMmrP3kWxgcERERhbhXrhyKu6dWY0BadKCHQkSt1D0pEu/eMBIJtqIH8obPotsn9wBg73FWWmOAxWJttJS/GEBZZV2me9kKLMg1FRgBQk81lVIBs8WKeqO5XfVXaz9hHhERUQel16gwsHOMVzc1RBT8pvVPwbCucU0eF28rwmKxAmW1jWePquuFkt3n9EyUtrX03wyFQoFw2/S/2gZzi84RrHweHJnNZjzyyCPIzMxEWFgYevTogSeffNIhSrVarVi0aBE6deqEsLAwTJs2DceOHXM4T2lpKa699lpER0cjNjYW8+fPR3V1ta+HS0REREQU1AZ2FrLCKqfMkEalRGy4kLVpquBCnVEIYuaO6IJXrhyCPxdOadWYdLbgaOqLf6C2wdTE0aHD58HR888/j6VLl+LNN9/EoUOH8Pzzz2Px4sV44403pGMWL16M119/HW+//Ta2bNmCiIgIzJgxA/X19dIx1157LQ4cOIBVq1bhp59+wtq1a3Hbbbf5erhEREREREHtrWtGYM6gTvjurvEu+8SCDcW2ogyv/3YM5774h1TBzmq14vkVh5FVLDR3jdSpcemwLshIiHA5V3PIK+R9uvkUrnh7I7acLJG2Wa1Wh+RIqPB5cLRx40ZcfPHFmDNnDrp164bLL78c06dPx9atWwEIH9Srr76Khx9+GBdffDEGDx6Mjz/+GHl5efj+++8BAIcOHcKKFSvw7rvvYsyYMZgwYQLeeOMNfPHFF8jLa7rJFRERERFRe9E1IRxLrh3eaKn/H2yNYF9edRQni2vw1fbTAICtWaVY+scJ6bgwrcrt61vjmeWHsS27DFe+sxmAcL9/tKAaE15Yi0+PhdYqHp8XZBg/fjzeeecdHD16FL1798aePXuwfv16vPzyywCArKws5OfnY9q0adJrYmJiMGbMGGzatAlXXXUVNm3ahNjYWIwcOVI6Ztq0aVAqldiyZQsuvfRSl/c1GAwwGOwRbGVlJQDAaDTCaDT6+sdsNXFMwTi2jojXI7jwegQXXo/gwusRXHg9gsv/t3fvcVHVeR/APzPjAHIVKCEIHigg7zcUHnhIMbNIQSk13NjlopWX3KSLvmRX85KKlqGpvdbc9VbKur62zDbFRMgedct8sRIqoiAKJgKWIeCoM8z8nj98GMVLog6cHzOf91/OOWdmvsfP/Gb4zjm/M7aYx9lfr13Cf/PBM3jr6aDryy/oYDAYcPrn+mbba1XCIv8/4YHuOHDq11uW//RLPb4oOIclOdemzLiqVFLk0dIaLN4czZgxA3V1dejSpQs0Gg2MRiMWLFiAxMREAEBVVRUAwMvLq9n9vLy8zOuqqqrQuXPn5oV26AAPDw/zNjfLyMjA3Llzb1m+a9cuODreej14WeTk5ChdAt2AeciFeciFeciFeciFecjFlvIY7K3CjjPXjgYNyPjGvHzTD2cwQH0KeytVAK4fLdr/bR4cLdABxHoAly+qUXih+ZGhqPf/t9ntQBchRR46Xct+B87izdGWLVuwadMmZGVloXv37igoKEBaWhp8fHyQnJxs6aczS09Px5tvvmm+XVdXBz8/PzzzzDNwdZXv0qYGgwE5OTkYOnQotFrrufxhe8U85MI85MI85MI85MI85GKLeTxWVY8dH31323Ubznri0JmL5tsuDh3wfOzQWy7scL/cj1ZjyuYff3ObQBchRR5NZ5XdjcWbo2nTpmHGjBkYO3YsAKBnz54oLy9HRkYGkpOT4e3tDQCorq7GI488Yr5fdXU1+vTpAwDw9vZGTU1Ns8dtbGzEhQsXzPe/mb29Peztb/2RLK1Wq3gYv0X2+mwN85AL85AL85AL85AL85CLLeXh1enOZ0jd2Bg91aUzlozpDQd7O4s9t6dLx7tuE+AspMijpc9v8RlSOp0OanXzh9VoNDCZTACAwMBAeHt7Izc317y+rq4OBw4cQEREBAAgIiICtbW1yM/PN2+Tl5cHk8mE8PBwS5dMRERERNQuuTu2rNl5fUiw+XeRLKWvf6ffXD8l+jE4tbMe1eJHjuLi4rBgwQL4+/uje/fuOHToEDIzMzFu3DgA1340Ki0tDfPnz0dwcDACAwMxa9Ys+Pj4ID4+HgDQtWtXxMTE4JVXXsGqVatgMBgwZcoUjB07Fj4+PpYumYiIiIioXdJqbj3W8V+ejij/pfkcm+DOzhZ/bgetBtlTn8RzH+4FAPh26ohuPq7o698JMd294dfJHjt2nLD487YmizdHK1aswKxZszB58mTU1NTAx8cHEyZMwDvvvGPeZvr06bh06RJeffVV1NbWIioqCjt37oSDg4N5m02bNmHKlCkYMmQI1Go1Ro0aheXLl1u6XCIiIiIiqxLXywcrvyk13079nwA42Vv8z34AwBNeLojt9QjUKhU+HNsHKtX1+UwyXKXuXln8f8nFxQXLli3DsmXL7riNSqXCvHnzMG/evDtu4+HhgaysLEuXR0RERERkVd4b1QtfH61CbvG1Oft+Hs3nAs0c3q3VnlutVmHlS/1a7fHbWvv6VSYiIiIiImrmxQF+WJMywHw78CFnbJkQgf9+zAPfvB1tsavT2YLWOb5GRERERERtasuECJw834CwQA8AwOZXIxSuqP1hc0REREREZAXCAj3MjRHdH55WR0REREREBDZHREREREREANgcERERERERAWBzREREREREBIDNEREREREREQA2R0RERERERADYHBEREREREQFgc0RERERERASAzREREREREREANkdEREREREQA2BwREREREREBYHNEREREREQEAOigdAGtRQgBAKirq1O4ktszGAzQ6XSoq6uDVqtVuhybxzzkwjzkwjzkwjzkwjzkwjzkIlMeTT1BU49wJ1bbHNXX1wMA/Pz8FK6EiIiIiIhkUF9fDzc3tzuuV4m7tU/tlMlkQmVlJVxcXKBSqZQu5xZ1dXXw8/PDmTNn4OrqqnQ5No95yIV5yIV5yIV5yIV5yIV5yEWmPIQQqK+vh4+PD9TqO88sstojR2q1Go8++qjSZdyVq6ur4i8Wuo55yIV5yIV5yIV5yIV5yIV5yEWWPH7riFETXpCBiIiIiIgIbI6IiIiIiIgAsDlSjL29PWbPng17e3ulSyEwD9kwD7kwD7kwD7kwD7kwD7m0xzys9oIMRERERERE94JHjoiIiIiIiMDmiIiIiIiICACbIyIiIiIiIgBsjoiIiIiIiACwOSIbweuOEBEREVmWNf59xeaoFVy5ckXpEugGtbW1aGxsNN+2xoHcnpw8eRInT54EgGa5kDKOHDmCzz77DEajUelSCEBJSQmWLFmC48ePK10KASgtLcXAgQPx6aefAuDnh9KqqqpQWVmJy5cvAwBMJpPCFdm2+vr6ZretZXywObIgvV6PN954A4mJiUhKSsLevXuVLsmm6fV6vPbaa3juuecwfPhwLF68GCaTCSqVSunSbFZeXh6Cg4MxevRoAECHDh0Ursh26fV6jB8/Hr169cKhQ4egVvPjQElGoxGvvfYaevbsiWPHjuH8+fNKl2TT9Ho9kpKS0KVLF+zbtw9Hjx4FAH5+KMRgMGDChAmIiIhAXFwcnnvuOVy5coXvWwoxGAyYOHEihg0bhtGjR+OTTz4BYD3jg68qC/niiy8QFBSEgoICREdHo6CgAOnp6fjss8+ULs0mZWVl4fHHH8fRo0cxffp0+Pr6YvPmzdiwYYPSpdm048ePY+DAgTh//jz++te/AuDRIyWsWLECnp6eKC4uxqFDhzB//nyr+VBrrzIzM/Hjjz/i22+/xZo1axAVFQXAer6JbU8WLVoEd3d3lJeXo7S0FHFxcaiqqgIAHmFVwNmzZzFw4ECUlJQgKysLU6dOxZkzZzBjxgylS7NJZWVlGDBgAIqLizF9+nS4ublh0aJFmDhxotKlWQy/trWAkydPYuPGjRg3bhzmzJkDABg7diwSEhJQUlKibHE2qKamBjt27MDrr7+OadOmAQAGDRqE6Oho2NnZKVydbRJCQKVSoby8HCEhIRg0aBDmzZuH5ORk2NnZmddT66urq8OcOXMQFhaG3NxcAEBxcTG0Wi06d+4MFxcXhSu0LUII6HQ6bN26FePGjUN4eDi+++47HD58GN26dUOfPn3g7OysdJk2Y82aNfj73/+O9evXY8yYMQCA0NBQ8zfjGo1GyfJs0t69e3H58mVs3boV3t7eiIiIQG5uLt+rFJKdnQ13d3ds374djo6OiI2Nxccff4zJkyfjmWeeQXx8fLs/ote+q1dY0zd6er0evXr1QnJyMoBr3yw9/PDD0Gg05rkV1Pqa8nB3d8f06dORmppqXldTU4NOnTqhU6dO+OWXX5Qq0WY1NT7nz5/H8OHDMWbMGGi1WsyePRsAoNPplCzPJjSND1dXVyxZsgQFBQXIycnBiy++iNjYWMTExODpp5/GunXrFK7UtqhUKlRWVqKsrAwxMTF46623MGrUKGzYsAGjRo3C888/j7q6OqXLtHpNc1eef/55FBQUmBsjAHByckLHjh35ea6Q2tpalJSUwNvbGwBw7tw5FBYWwsPDA/v27VO4OttTWlqKxsZGODo6mr/YbPp8WbhwoVX8jcXm6D788MMPAK6/mXbt2hXvvPMOAgMDAVz7Zkmv10On0yEiIkKxOm1FUx5Ng1Or1aJXr1546KGHAADp6eno3r07dDodJk2ahCFDhmDHjh0AOJmzNdw8PoDr2dTW1uLSpUsICQlBeno6/vKXvyAxMRHp6elW8YYqo5vHBwCkpKQgKCgIzz77LFxdXbF27Vp8+OGH6NmzJ2bOnIm8vDylyrV6txsfjz76KDw9PTFz5kyUl5cjNzcXX375JXJzc5Gfn4/58+fz9LpWcvP48PDwMH+Z07QsPDwcRUVFcHBwaLacLO924yMiIgJubm4IDw/H6NGj4e/vDzc3N2zfvh3Dhg3DvHnzYDAYlCrZqt0uDxcXFzg4OGDHjh3msbJ//37MnTsXR44cwc6dO2+5T7sjqMW2bt0qfHx8hKenpzh16pQQQojGxkbzepPJZP53fX29CA4OFt9//31bl2kzbpeH0Wi8Zbu0tDSxe/ducfXqVXHixAkxYcIE4efn18bVWr+75XHlyhURHBwsqqurhRBCzJ07Vzg4OAh7e3uRn5/fbPzQg7vb+9XBgwfFjBkzxM8//2xedurUKREfHy+GDRvW1uVavd/K48KFC2L8+PHCxcVFvPDCC8JoNJrHzt/+9jfh5uYmdDqdUqVbpZZ+fgghRGlpqfD39xfr1q1ruwJtzO3yMBgM5vWnTp0S2dnZolu3buKTTz4xL9+4caNwcnISZ86caeuSrdrt8rh69aoQQoiioiIRHx8v3NzcREJCgnB2dhZhYWHi7NmzIiEhQcTFxSlYuWXwyFELbdq0CQsXLsTAgQPRtWtXLFq0CEDz849vnDOxf/9+NDQ0ICQkxLysurq67Qq2cnfK48bzXJu+tcjMzMSQIUNgZ2eH4OBg9O/fHyaTCcXFxYrUbo3ulofJZIIQAv369UNWVhb69u2LlStXIiEhAY6Ojrh48SJUKhUvzmAhLXm/Cg0NxZ///Gd4enqalwUEBMDZ2RlCCFy6dKnN67ZWd8vD3d3d/B5lNBqhVqvNRyd69OgBOzs7HDt2TLH6rU1LPj9u5ODgAHt7e/Plo8my7pTHjVczDQgIwK+//gqNRoPf//735s/3qKgo6PV6FBYWKlK7NbpTHk3zg7t27Yrly5dj6dKleOihh7Bx40YcOHAAPj4+0Ov18Pf3V3gPHhybo7toujJNUFAQhgwZgsWLF2PEiBHYs2cP9uzZ02ybG23duhXR0dFwd3fHoUOHMHjwYEyaNKl9H2aUwL3k0fRBd/NE///85z8YOHAgunTp0naFW6mW5qFWq9HQ0IBt27YhPT0dUVFRKCoqwpIlSzB06FC89NJLAHhp7wd1L+NDpVLdMtH/8uXLqKysRI8ePeDk5NSmtVujluSh1+sBACNGjMAf/vAHfPnll9i9e7e5cdq3bx/69OmDPn36KLELVuV+Ps+FEPD19YWXlxe+//57AO38dCGJ3GseQgio1WrU1NSYP9+3b9+Ofv36ISwsrM3rtzb3koefnx9SU1OxcuVKjBw5EsC136CqqKhAUFCQIvVblJKHrWR24sSJW07zaTrEe+TIETFixIhmp57cuK3RaBQjR44U77//vpgyZYpQq9UiKSlJ6PX6tineCj1IHkIIUVtbK8rLy8XLL78sAgMDxVdffXXb7ahl7jWPptf+v/71L3Hw4MFm9/v666/Fu+++K0wmE/O4T5YYHxUVFWLcuHGia9euIj8/v/WLtmL3mkfT6XVlZWUiKSlJODk5iRdeeEH87ne/Ex4eHuLjjz8WQvD96n496PgwmUxi6tSpIjIyUjQ0NLR+wVbuXvNoOt0xJydHDBo0SPTo0UOsWrVKpKamCg8PD7F06dI2q90aPej4OH36tPjpp59EYmKi6Nu3rygvL2/9olsZm6Ob/OMf/xABAQHiiSeeEGFhYWLNmjXmdTe+INauXSu6desm1q5dK4Rofq5yRUWFUKlUQqVSicjISFFUVNR2O2BlLJHHrl27RFpamvD29hbR0dHixIkTbbcDVuZ+87jx3PGbt+cffPfPEuMjOztbTJo0SXh6eoro6GhRUlLSdjtgZSw1PlatWiWmTZsmUlNTRXFxcdsUb4UsMT6aTJw4UUyaNMk874LunSXGx/79+0VcXJx49tlnxciRIzk+HoAlxodOpxMzZ84UHh4e4sknnxSlpaVttwOtiM3RDXbt2iUCAgLERx99JHbu3CnefPNNodVqxerVq82TYZsG6U8//STGjx8vBgwYIOrr64UQ1yerHTlyRCQkJIicnBxldsRKWCqPiooKsWbNGpGXl6fMjliJB82DR04ty1Lj4/Tp0+Kjjz4Su3fvVmZHrATHh1wslUfTUT3m82AeNI8rV66YH8toNIra2tq23wkrYsn3q4KCAvHtt9+2/U60IjZH4nqHPHfuXBEaGtos9MmTJ4v+/fuLzz///Jb7ffXVV6J///5i9uzZ4scffxTDhw8XFRUVbVa3tbJUHrGxsczDApiHXPh+JReOD7kwD7kwD7kwj5bhBRlwfcJ+UVERHn/8cWi1WvM18+fPnw8HBwds27YNVVVVAK5PSBs8eDDCwsIwb948hIaGorGxEZ07d1ZmJ6yIpfIwGAzMwwKYh1z4fiUXjg+5MA+5MA+5MI8WUro7U8KuXbvEH//4R7F06VJx4MAB8/LVq1cLFxeXWw6jr169WoSEhIg9e/aYt21oaBBLly4VGo1GREdHi8LCwrbdCSvCPOTCPOTCPOTCPOTCPOTCPOTCPO6PTTVHlZWVIjY2VnTu3FkkJiaKnj17Cjc3N/ML5vjx48LX11fMmjVLCCGaTbz09vZudkWUo0ePivDw8GY/Rkb3hnnIhXnIhXnIhXnIhXnIhXnIhXk8GJtpji5duiSSk5NFQkKCKCsrMy8PCwsTKSkpQggh6urqxPz580XHjh3N51I2nZ85aNAg8fLLL7d94VaKeciFeciFeciFeciFeciFeciFeTw4m5lz5OjoCHt7e6SkpCAwMBCNjY0AgGHDhuHYsWMQQsDFxQUvvfQS+vXrhxdffBHl5eVQqVSoqKhATU0N4uPjld0JK8I85MI85MI85MI85MI85MI85MI8HpxKCCGULqKtGAwGaLVaANd+4VqtViMxMRFOTk5YvXq1ebuzZ88iOjoajY2N6N+/P/7973+jS5cuyMrKgpeXl1LlWx3mIRfmIRfmIRfmIRfmIRfmIRfm8WBsqjm6naioKLzyyitITk6GyWQCAKjVapSWliI/Px8HDhxA7969kZycrHCltoF5yIV5yIV5yIV5yIV5yIV5yIV5tJxNN0dlZWWIjIzE9u3bERoaCgDQ6/Wws7NTuDLbxDzkwjzkwjzkwjzkwjzkwjzkwjzujc3MObpRUz+4b98+ODs7m18oc+fOxdSpU1FTU6NkeTaHeciFeciFeciFeciFeciFeciFedyfDkoXoISmH8H64YcfMGrUKOTk5ODVV1+FTqfDp59+at0/bCUh5iEX5iEX5iEX5iEX5iEX5iEX5nGf2vLSeDK5fPmyCAoKEiqVStjb24tFixYpXZJNYx5yYR5yYR5yYR5yYR5yYR5yYR73zqbnHA0dOhTBwcHIzMyEg4OD0uXYPOYhF+YhF+YhF+YhF+YhF+YhF+Zxb2y6OTIajdBoNEqXQf+PeciFeciFeciFeciFeciFeciFedwbm26OiIiIiIiImtjk1eqIiIiIiIhuxuaIiIiIiIgIbI6IiIiIiIgAsDkiIiIiIiICwOaIiIiIiIgIAJsjIiIiIiIiAGyOiIiIiIiIALA5IiKidiAlJQUqlQoqlQparRZeXl4YOnQo1q5dC5PJ1OLHWb9+PTp16tR6hRIRUbvG5oiIiNqFmJgYnDt3DqdPn0Z2djYGDx6MqVOnIjY2Fo2NjUqXR0REVoDNERERtQv29vbw9vaGr68v+vXrhz/96U/Ytm0bsrOzsX79egBAZmYmevbsCScnJ/j5+WHy5MloaGgAAOzZswepqam4ePGi+SjUnDlzAABXr17F22+/DV9fXzg5OSE8PBx79uxRZkeJiEgxbI6IiKjdeuqpp9C7d298/vnnAAC1Wo3ly5fj6NGj2LBhA/Ly8jB9+nQAQGRkJJYtWwZXV1ecO3cO586dw9tvvw0AmDJlCr777jts3rwZhYWFGDNmDGJiYlBSUqLYvhERUdtTCSGE0kUQERH9lpSUFNTW1uKLL764Zd3YsWNRWFiIoqKiW9b985//xMSJE/Hzzz8DuDbnKC0tDbW1teZtKioq8Nhjj6GiogI+Pj7m5U8//TTCwsKwcOFCi+8PERHJqYPSBRARET0IIQRUKhUAYPfu3cjIyEBxcTHq6urQ2NiIK1euQKfTwdHR8bb3P3z4MIxGI0JCQpotv3r1Kjw9PVu9fiIikgebIyIiateOHTuGwMBAnD59GrGxsZg0aRIWLFgADw8P7Nu3D+PHj4der79jc9TQ0ACNRoP8/HxoNJpm65ydndtiF4iISBJsjoiIqN3Ky8vD4cOH8cYbbyA/Px8mkwkffPAB1OprU2q3bNnSbHs7OzsYjcZmy/r27Quj0Yiamho8+eSTbVY7ERHJh80RERG1C1evXkVVVRWMRiOqq6uxc+dOZGRkIDY2FklJSThy5AgMBgNWrFiBuLg47N+/H6tWrWr2GAEBAWhoaEBubi569+4NR0dHhISEIDExEUlJSfjggw/Qt29fnD9/Hrm5uejVqxeGDx+u0B4TEVFb49XqiIioXdi5cyceeeQRBAQEICYmBt988w2WL1+Obdu2QaPRoHfv3sjMzMTixYvRo0cPbNq0CRkZGc0eIzIyEhMnTkRCQgIefvhhvPfeewCAdevWISkpCW+99RaeeOIJxMfH4+DBg/D391diV4mISCG8Wh0RERERERF45IiIiIiIiAgAmyMiIiIiIiIAbI6IiIiIiIgAsDkiIiIiIiICwOaIiIiIiIgIAJsjIiIiIiIiAGyOiIiIiIiIALA5IiIiIiIiAsDmiIiIiIiICACbIyIiIiIiIgBsjoiIiIiIiACwOSIiIiIiIgIA/B8rFECbUWGfeAAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAz8AAAG5CAYAAACgI4qvAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8rg+JYAAAACXBIWXMAAA9hAAAPYQGoP6dpAACzw0lEQVR4nOzddXxb9foH8E+SpkndddrOfcxdmLENGDoG/HD3wYWLwwwbF7m4XC7OkIvLBtuYsjF3t0661b1po+f3R3JOzom1XZM2bT7v14sXyclJ8l1O25znPN/v86gEQRBARERERETUyqmbewBERERERERNgcEPERERERGFBAY/REREREQUEhj8EBERERFRSGDwQ0REREREIYHBDxERERERhQQGP0REREREFBIY/BARERERUUhg8ENERERERCGBwQ8REREREYUEBj9EREHko48+gkql8vjfI488EpD3XLduHebMmYOysrKAvH4gjBs3Dr179/b4WFFREVQqFebMmaPYvmvXLlx22WXo0KED9Ho92rRpg0mTJuH1119X7NexY0fpM1er1YiPj0efPn1w6623YsOGDR7fU6VS4e677/bbv4GIiAIjrLkHQERE7ubNm4esrCzFtkCdKK9btw5z587F9ddfj/j4+IC8R3Nbt24dxo8fj/bt2+OWW25Beno6Tp48ib///hv//ve/cc899yj279+/P/7xj38AACorK7Fv3z588803eP/993H//ffj5Zdfbo5/BhERNRKDHyKiIDR16lQMGjSouYfRKNXV1YiKimruYQAAnnnmGcTFxWHTpk1uAV5BQYHb/m3atMH//d//Kba98MILuOqqq/DKK6+gS5cuuOOOOwI5ZCIiCgBOeyMiaoEWL16M0aNHIyoqCjExMZg+fTr27Nmj2Gfnzp24/vrrkZ2dDb1ej/T0dNx4440oLi6W9pkzZw4eeughAEBWVpY03SsnJwc5OTlQqVT46KOP3N7fdVrZnDlzoFKpsHfvXlx11VVISEjAqFGjpMc/++wzDBw4EBEREUhMTMSsWbNw8uRJxWsaDAbs378fRUVFfviElI4cOYJevXp5zGylpqbW6zUiIiLw6aefIjExEc888wwEQfDzKD1766230KtXL+h0OmRmZuKuu+5STFF87bXXoNFoFNteeuklqFQqPPDAA9I2q9WKmJgYPPzww00ybiKiYMTgh4goCJWXl6OoqEjxn+jTTz/F9OnTER0djRdeeAFPPvkk9u7di1GjRiEnJ0fab+nSpTh69ChuuOEGvP7665g1axa+/PJLTJs2TTpxv+SSS3DllVcCAF555RV8+umn+PTTT5GSknJW47788sthMBjw7LPP4pZbbgFgz7pce+216NKlC15++WXMnj0by5cvx5gxYxQn7Bs3bkSPHj3wxhtvnNV7+9KhQwds2bIFu3fvbtTrREdH4+KLL0Zubi727t3rp9F5N2fOHNx1113IzMzESy+9hEsvvRTvvvsuJk+eDLPZDAAYPXo0bDYb1q5dKz1vzZo1UKvVWLNmjbRt27ZtqKqqwpgxYwI+biKiYMVpb0REQWjixIlu2wRBQFVVFe69917cfPPNeO+996THrrvuOnTr1g3PPvustP3OO++U1q2Ihg0bhiuvvBJr167F6NGj0bdvXwwYMACLFi3CRRddhI4dO0r7FhYWNnjc/fr1wxdffCHdP378OJ5++mksWLAAjz32mLT9kksuwTnnnIO33npLsT1QHnzwQUydOhX9+/fHkCFDMHr0aEyYMAHjx4+HVqtt0GuJa6/EbFKgFBYW4rnnnsPkyZOxePFiqNX265Xdu3fH3Xffjc8++ww33HAD+vXrh9jYWKxZswbnn38+BEHA2rVrcemll+K7775DVVUVoqOjpYBo5MiRARszEVGwY+aHiCgIvfnmm1i6dKniP8CezSkrK8OVV16pyAppNBoMHToUK1askF4jIiJCul1bW4uioiIMGzYMALB169aAjPv2229X3P/uu+9gs9kwc+ZMxXjT09PRpUsXxXjHjRsHQRDcqrT5w6RJk7B+/XpceOGF2LFjBxYuXIgpU6agTZs2+Omnnxr0WtHR0QDshRACadmyZTCZTJg9e7YU+ADALbfcgtjYWPz6668AALVajREjRmD16tUAgH379qG4uBiPPPIIBEHA+vXrAdizQb179261RS2IiOqDmR8ioiA0ZMgQjwUPDh06BAA499xzPT4vNjZWul1SUoK5c+fiyy+/dFvUX15e7sfROrlWqDt06BAEQUCXLl087t/QrEtDqFQqxf3Bgwfju+++g8lkwo4dO/D999/jlVdewWWXXYbt27ejZ8+e9XrdqqoqAEBMTIzfxyx3/PhxAEC3bt0U28PDw5GdnS09Dtinvs2ZMwc1NTVYs2YNMjIyMGDAAPTr1w9r1qzBpEmTsHbtWsycOTOgYyYiCnYMfoiIWhCbzQbAvu4nPT3d7fGwMOef9ZkzZ2LdunV46KGH0L9/f0RHR8Nms+G8886TXscX1+BBZLVavT5Hnm0Sx6tSqbB48WJoNBq3/cUsSkPp9XrU1NR4fMxgMEj7eBIeHo7Bgwdj8ODB6Nq1K2644QZ88803ePrpp+v13uK6oc6dO5/FyANj1KhRMJvNWL9+PdasWYPRo0cDsAdFa9aswf79+1FYWChtJyIKVQx+iIhakE6dOgGwVyjztC5IVFpaiuXLl2Pu3Ll46qmnpO1i5kjOW5CTkJAAAG7NT+UZh/qMVxAEZGVloWvXrvV+Xl06dOiAP//8EzU1NW4B14EDB6R96iJm186cOVOv962qqsL333+Pdu3aoUePHg0cdcOI4z9w4ACys7Ol7SaTCceOHVMc/yFDhiA8PBxr1qzBmjVrpAp+Y8aMwfvvv4/ly5dL94mIQhnX/BARtSBTpkxBbGwsnn32Wanal5xYpEDMsriWY3711VfdniP24nENcmJjY5GcnCytJRG99dZb9R7vJZdcAo1Gg7lz57qNRRAERdnthpS6njZtGsxmM959913FdpvNhrfffhvh4eGYMGGCtH3FihUeS1P/9ttvANynlnlSU1ODa665BiUlJXj88ce9Bo3+MnHiRISHh+O1115TjP2DDz5AeXk5pk+fLm3T6/UYPHgwFi1ahBMnTigyPzU1NXjttdfQqVMnZGRkBHTMRETBjpkfIqIWJDY2Fm+//TauueYaDBgwALNmzUJKSgpOnDiBX3/9FSNHjsQbb7yB2NhYjBkzBgsXLoTZbEabNm3wxx9/4NixY26vOXDgQADA448/jlmzZkGr1eKCCy5AVFQUbr75Zjz//PO4+eabMWjQIKxevRoHDx6s93g7deqEBQsW4NFHH0VOTg4uuugixMTE4NixY/j+++9x66234sEHHwRgL3U9fvx4PP3003UWPbjgggswefJk3H///di4cSNGjBgBg8GAn376CX/99RcWLFigKNd9zz33wGAw4OKLL0b37t1hMpmwbt06fPXVV+jYsSNuuOEGxevn5ubis88+A2DP9uzduxfffPMN8vLy8I9//AO33XZbvT8DXwoLC7FgwQK37VlZWbj66qvx6KOPYu7cuTjvvPNw4YUX4sCBA3jrrbcwePBgtyaso0ePxvPPP4+4uDj06dMHgD1D2K1bNxw4cADXX3+9X8ZMRNSiCUREFDQ+/PBDAYCwadMmn/utWLFCmDJlihAXFyfo9XqhU6dOwvXXXy9s3rxZ2ufUqVPCxRdfLMTHxwtxcXHC5ZdfLpw+fVoAIDz99NOK15s/f77Qpk0bQa1WCwCEY8eOCYIgCAaDQbjpppuEuLg4ISYmRpg5c6ZQUFDg9hpPP/20AEAoLCz0ON5vv/1WGDVqlBAVFSVERUUJ3bt3F+666y7hwIEDin+Tp7F5U1tbK8yZM0fo3r27oNPphKioKGHYsGHCZ5995rbv4sWLhRtvvFHo3r27EB0dLYSHhwudO3cW7rnnHiE/P1+xb4cOHQQAAgBBpVIJsbGxQq9evYRbbrlF2LBhg8exABDuuuuueo1bNHbsWOl9XP+bMGGCtN8bb7whdO/eXdBqtUJaWppwxx13CKWlpW6v9+uvvwoAhKlTpyq233zzzQIA4YMPPmjQ+IiIWiOVIDRRi2oiIiIiIqJmxDU/REREREQUErjmh4iIyI8KCwt9lgMPDw9HYmJiE46IiIhEnPZGRETkRx07dvRZDnzs2LFYuXJl0w2IiIgkzPwQERH50eeff+61ASvg7J9ERERNj5kfIiIiIiIKCSx4QEREREREIaFFTnuz2Ww4ffo0YmJiAt5hm4iIiIiIgpcgCKisrERmZibUat+5nRYZ/Jw+fRrt2rVr7mEQEREREVGQOHnyJNq2betznxYZ/MTExACw/wNjY2ObeTTuzGYz/vjjD0yePBlarba5hxPyeDyCC49HcOHxCC48HsGFxyO48HgEl2A6HhUVFWjXrp0UI/jSIoMfcapbbGxs0AY/kZGRiI2NbfYfBuLxCDY8HsGFxyO48HgEFx6P4MLjEVyC8XjUZzkMCx4QEREREVFIYPBDREREREQhgcEPERERERGFhBa55oeIiIiIqC5WqxVms7m5h9Eqmc1mhIWFoba2FlarNaDvpdVqodFo/PJaDH6IiIiIqFURBAF5eXkoKytr7qG0WoIgID09HSdPnmySvpvx8fFIT09v9Hsx+CEiIiKiVkUMfFJTUxEZGdkkJ+ehxmazoaqqCtHR0XU2Fm0MQRBgMBhQUFAAAMjIyGjU6zH4ISIiIqJWw2q1SoFPUlJScw+n1bLZbDCZTNDr9QENfgAgIiICAFBQUIDU1NRGTYFjwQMiIiIiajXENT6RkZHNPBLyJ/F4NnYNF4MfIiIiImp1ONWtdfHX8WTwQ0REREREIYHBDxERERERhQQGP0REREQOX206gZ92nMbXm09iw7GS5h4OhZhx48Zh9uzZbts/+ugjxMfHAwAMBgMeffRRdOrUCXq9HikpKRg7dix+/PFHxeuoVCqoVCrodDq0adMGF1xwAb777ju311apVPjhhx/qNb6G7BusWO2NiIiICEBRlREPf7tLuh8XEYY5/ZpxQEQe3H777diwYQNef/119OzZE8XFxVi3bh2Ki4sV+91yyy2YN28eLBYLTp06he+//x6zZs3C9ddfj/fee6+ZRt/8mPkhIiIiAlBttCjul9dYUFTbTIMh8uKnn37CY489hmnTpqFjx44YOHAg7rnnHtx4442K/SIjI5Geno62bdti2LBheOGFF/Duu+/i/fffx7Jly/w+LpvNhnnz5qFt27bQ6XTo378/lixZIj1+2WWX4e6775buz549GyqVCvv37wcAmEwmREVFBWRscgx+iIiIiABUuQQ/AFBiZMWw1kAQBBhMlib/TxAEv/9b0tPT8dtvv6GysrLBz73uuuuQkJDgcfpbY/373//GSy+9hH/961/YuXMnpkyZggsvvBCHDh0CAIwdOxYrV66U9l+1ahWSk5OlbZs2bYLZbMaIESP8PjY5TnsjIiIiApBbWuO27UiFCtVGC+K12mYYEflLjdmKnk/93uTvu3feFESG+/d0+7333sPVV1+NpKQk9OvXD6NGjcJll12GkSNH1vlctVqNrl27Iicnx69jAoB//etfePjhhzFr1iwAwAsvvIAVK1bg1VdfxZtvvolx48bhvvvuQ2FhIcLCwrB37148+eSTWLlyJW6//XasXLkSgwcPDnh/JmZ+iIiIKOSVG8y49dMtbtv/yFXjyv9saoYREXk2ZswYHD16FMuXL8dll12GPXv2YPTo0Zg/f369ni8Igt97IFVUVOD06dNuAdjIkSOxb98+AEDv3r2RmJiIVatWYc2aNTjnnHNw/vnnY9WqVQDsmaBx48b5dVyeMPNDREREIe94SbXXx/blNXx6EQWXCK0Ge+dNaZb3bYjY2FiUl5e7bS8rK0NcXJx0X6vVYvTo0Rg9ejQefvhhLFiwAPPmzcPDDz+M8PBwr69vtVpx6NAhDB48uEHj8geVSoUxY8Zg5cqV0Ol0GDduHPr27Quj0Yjdu3dj3bp1ePDBBwM+DgY/REREFPKqjVbp9kNTuqG4yoT//nVM2max2hCm4YSZlkqlUvl9+lkgdOvWDX/88Yfb9q1bt6Jr165en9ezZ09YLBbU1tb6DH4+/vhjlJaW4tJLL/XLeEWxsbHIzMzEX3/9hbFjx0rb//rrLwwZMkS6P3bsWLz//vvQ6XR45plnoFarMWbMGLz44oswGo31mrrXWMH/U0BEREQUYGKlt35t43DX+M548ff9isdLqk1IjdU3x9AohNxxxx144403cO+99+Lmm2+GTqfDr7/+ikWLFuHnn38GYO/hc+WVV2LQoEFISkrC3r178dhjj2H8+PGIjY2VXstgMCAvL09R6vqVV17BHXfcgfHjx5/1GI8dO4bt27fDZrOhuroaUVFR6NatGx566CE8/fTT6NSpE/r3748PP/wQ27dvx+effy49d9y4cbj//vsRHh6OUaNGSdsefPBBDB48GFFRUWc9rvpi8ENEREQhr9pkD36idPZTI12YcrpSrdnW5GOi0JOdnY3Vq1fj8ccfx8SJE2EymdC9e3d88803OO+88wAAU6ZMwccff4zHHnsMBoMBmZmZOP/88/HUU08pXuv999/H+++/j/DwcCQlJWHgwIH46quvcPHFFzdqjA888IDbtjVr1uDee+9FeXk5/vGPf6CgoAA9e/bETz/9hC5dukj79enTB/Hx8ejatSuio6MB2IMfq9XaJOt9AAY/RERERDCY7NPexKlReq1yipvZxuCHmsbgwYM9Tn0TPfroo3j00Ud9voa8pHRdGlKOW76vzWZDRUUFYmNjoVbbf1+efvppPP30016fr1arUVJSotjWv3//gJQE9zqGJnsnIiIioiDlDH7sGR+NWnmKZLE23ckZEQUOgx8iIiIKeRarPbOjdRQ1KKk2Kh43W5n5odbt2WefRXR0tMf/pk6d2tzD8xtOeyMiIqKQZ7HZMzthanv/k/wKBj8UWm6//XbMnDnT42MRERFNPJrAYfBDREREIU+c1qbR2IOfq4a2x/+2nJIef+PPw3hpZj/ER3ovI0zUkiUmJiIxMbG5hxFwnPZGREREIc/qKGggZn4GtE/AmofGIFVvD4qW7y/A/F/2Neg188prcenb6/Dj9lz/DpbqpSkX0VPg+et4MvghIiKikCdOe9M4gh8ASI/VQ1707a/DRQ16zecW78OW46W478vtuOr9v7Epp6TuJ1GjabVaAPY+N9R6iMdTPL5ni9PeiIiIKORZXdb8iOR3k2MaNuWt1GCWbq87UoyS6t1YMnvM2Q+S6kWj0SA+Ph4FBQUAgMjISKhUqjqeRQ1ls9lgMplQW1srlboOBEEQYDAYUFBQgPj4eGg0mrqf5AODHyIiIgp5zsyPa38f5+2kKF2DXtP1dPtUac3ZDI3OQnp6OgBIARD5nyAIqKmpQURERJMEl/Hx8dJxbQwGP0RERBTyvGV+SmRF3xq64sD1fFDsIUSBp1KpkJGRgdTUVJjN5rqfQA1mNpuxevVqjBkzptFT0eqi1WobnfERMfghIiKikGdxFDzQuAQ/JpvzfmVtw06i1S7RT7SOp11NTaPR+O2kmZQ0Gg0sFgv0en3Agx9/YsEDIiIiCik2mwCjxarY5i3zI1dZa2nQ+7i+lNhAlYiaD38LiYiIKKTc8NEmjHphhSKT49rnR9Q7wbnop6qBwU+US6bnQH4l3l99tKHDJSI/YvBDREREIaPWbMWqg4UorDRi/ZFiabu3zM81nW2Yd2EPAPWf9rb2UBFGvfAnVh0sdHvsmd/2wWK1eXgWETUFBj9EREQUMnKKq6XbNWb71Lele/Ox+pA9UHGt9qYPAyb3TAMAVJusUpDky/99sAGnSmtQ5ih1/cCkrorHzVY23yRqLgx+iIiIKGQcKXAGP0/+sBv78ypwyyebUVRlAuB5zU+MbPrappwS/Lg91+Nrnyo14L4vt7lt75oWjel9MqT7JmZ+iJoNy44QERFRSFixvwB3fbFVul9Ra8H1/92k2Me12hsAhIepoQtTw2ixYdZ7fwMAEqPCMbpLimK/exZtw7YTZW7PjwgPw4uX98Wvu84AAEwW9+CnsNKIDceKMaVXOgsjEAUQf7uIiIgoJDz54263bXkVtYr7noIfADC6BCxbjpe67bP9ZJnH50aGaxAZHoZwR1Bj9pD5mfXeetz9xTZ8vC7H42sQkX8w+CEiIqKQcKq0ps598spr69wHAKqN7pXfBC9LeSK09j4zWkclOU/Bz5FC+3S8P/bm1+v9iejsMPghIiKikJAeq/f5uEatwjTZ2hxfqozWundy6JgcBcA+fQ5wD34EWdQUH9FymkUStUQMfoiIiCgkiEHH2K4paBMfoXgsLkKLPXOnoFt6jMfnPjSlm+K+a+Zn47ESj8+b3icD0Y6CCeJaHpNFmSIqrDRKt6N1XI5NFEgMfoiIiCgkiFXW5lzYC6v/OR7tEp0BkFajgt4xPc2Tm0dnKe67Bj9P/7RHcf+i/pl446pz8NqV58jeQ60Yhyin2OB8XVPDGqkSUcMw+CEiIqKQIFZZ02pU0KhVSIzSSY95K3Qg0oVpEKt3ZmWqXIKfMoNJcf+qoR1wft9MxevqvEx7k/ceEnsDEVFgMPghIiKikCAGHWLVtcRI5/oajcp38AMAmbKpckcKq/Dj9lyp6alrJqhnZqzb88XMj1lWOU4QBPx37THpfnkNgx+iQGpw8LN69WpccMEFyMzMhEqlwg8//KB4XBAEPPXUU8jIyEBERAQmTpyIQ4cOKfYpKSnB1VdfjdjYWMTHx+Omm25CVVVVo/4hRERERN5YbQIccYoUhCgyP5q6g59YWTGCoioT7vtyO+b+bJ/uZjDZCyDMm9ELi+8b7XHtjk5rf98as7NYwvJ9BdifVyndZ+aHKLAaHPxUV1ejX79+ePPNNz0+vnDhQrz22mt45513sGHDBkRFRWHKlCmorXWWjrz66quxZ88eLF26FL/88gtWr16NW2+99ez/FUREREQ+yKeaiVXXEqOcwczJkrrLYI/rluK27ZP1x1FrtsLiiKxm9G+DHhnuWR8AiI8MBwCUOgIcQRDwn7VHFfuU1ZjcnkdE/tPgkiJTp07F1KlTPT4mCAJeffVVPPHEE5gxYwYA4JNPPkFaWhp++OEHzJo1C/v27cOSJUuwadMmDBo0CADw+uuvY9q0afjXv/6FzMzMRvxziIiIiNzJiwyImZ+EqPAGvcYto7MRrlFjwa/7FNs35zgbnkaGey+aIE6zK6m2V3dbd6QYfx8tQXiYGj/eNRJT/70GtWYbas1Wn8UXiOjs+bWe4rFjx5CXl4eJEydK2+Li4jB06FCsX78es2bNwvr16xEfHy8FPgAwceJEqNVqbNiwARdffLHb6xqNRhiNzjKQFRUVAACz2QyzOfjSw+KYgnFsoYjHI7jweAQXHo+m89XmU/hpxxm8PqsfEr2cdPN4BI6hVpZRsVlgNqsQp1MGGK6fu6fjcd2wdnht+SFU1DrX+Gw4WgjAEfjYrDDbPPcAiouwn3bll9fAbDZjx0l7eexJPVLRKUkPjVoFq01AUYUBaXX0JApF/P0ILsF0PBoyBr8GP3l5eQCAtLQ0xfa0tDTpsby8PKSmpioHERaGxMREaR9Xzz33HObOneu2/Y8//kBkZKQ/hh4QS5cube4hkAyPR3Dh8QguPB6B98R6+1fu3M+XY0pbwee+PB7+l18DAGHQqAQsXrwYAHCkWAXAGQD99ttvHp/rejw0Ng0A5xqhnzcdAaBCtxiz19cAAGO+/f1+25aDPtYj2HpCDUCNqqLTWLz4FPRqDaptKjz08Upcnm1DPZYhhST+fgSXYDgeBoOh7p0cWkQnrUcffRQPPPCAdL+iogLt2rXD5MmTERvreV5tczKbzVi6dCkmTZoErZadmpsbj0dw4fEILjweTaPUYALWrwQAVOhSMW3aQI/78XgEzrdbc4Hte9CvXQKmTRsCAFDtzgMO7pT2mTZtmuI53o7HqwfXolTWm+d0rQaADZMGdcO0Ucp+QHLDDSb89NIanDFYEdl5MJIsBcDpXPTv0QXTxnfCf09uwI5T5VhfoMYt5w3C6C7JfvrXtw78/QguwXQ8xFlh9eHX4Cc9PR0AkJ+fj4yMDGl7fn4++vfvL+1TUFCgeJ7FYkFJSYn0fFc6nQ46nc5tu1arbfYP25dgH1+o4fEILjwewYXHI7D25ZdJt9ceLq7zs+bx8L8qk33NT7vESOmzHdcjHYAz+PH2mbsej5mD2+OFJful+2L/oIz4SJ/HLTVOiyuHtMcHa4/ht935MDqelxSjh1arxfvXDsKQZ5cDAMqNVv4MeMHfj+ASDMejIe/v1z4/WVlZSE9Px/Lly6VtFRUV2LBhA4YPHw4AGD58OMrKyrBlyxZpnz///BM2mw1Dhw7153CIiIiCws6TZc09hJAnNiWVl6CO1WvRu03DZ5DcNCoL1w3v4LZdrObmS7f0GAD2im9iWes4Rwnt1Fg9JvW0Lx2oMdk8vwARNUqDMz9VVVU4fPiwdP/YsWPYvn07EhMT0b59e8yePRsLFixAly5dkJWVhSeffBKZmZm46KKLAAA9evTAeeedh1tuuQXvvPMOzGYz7r77bsyaNYuV3oiIWjiL1YZVBwsxqGOidEIX6soNZny0Lke6H6NvETPOW50qR4GCaJfPXx/W8Kpq4WFqzJ3RG/kVRizZ41yvHF+Pn/lYx/tX1ppRY7YHOAmyoCnCUeWtoLLW/clE1GgN/gu8efNmjB8/XrovrsW57rrr8NFHH+Gf//wnqqurceutt6KsrAyjRo3CkiVLoNc7q5Z8/vnnuPvuuzFhwgSo1WpceumleO211/zwzyEioub0xorDeHXZIYzukoxPb2I2HwCe/mk3iqudlcY8Nb+kwJMyP+HKzz+sEVUFxH5BojbxEXU+J0ZvD5Aqay3SmOIjnUGTWCr71WWHMKRjIkZ05rofIn9q8F/gcePGQRC8V6lRqVSYN28e5s2b53WfxMREfPHFFw19ayIiCnJvrrDPDFhzqMjj43N/3gOjxYZnL+7TlMNqFhW1Zsz+cjv+3K9c52q1+a70RoFRafSc+cmsR8DizfESZ9GDW0ZnIbUe5aljHcHPoYIqaZs8Syrv7/P0T3uw9IGxZz0+InLHy09EROQ3Zqv3E/sz5TX48K8cAMDDU7ojLrJ1T4v7YVuuW+ADADYfFxApcKRpby6Zt8en9UBFjRmzBrdv8GvukK3lGt8t1fuOMikx7gWcomRjOphfKd1Wq5xZKaPFiru/2IaBHRJw+9hODR4rEdn5teABERGFrlqzs7Fjd8eibrmD+c4r3SZr61/MbfESCJ5N4qegshbzf9mLA3mVde9MHolTzFzXXCVF6/Cf6wZjYs80T0/z6bFp3aXbsfVc45YW6x78yLM9I2XT3IwW5+/Uj9tOY+nefDy/eD+I6Owx+CEiIr/YcrxUut0u0b0B9YE8Zx+GUAh+XDM8H14/GEDd094KaoB/Lz+MMoNJ2n/MwhX4YO0xvLL0YGAGGwKqpWpv/ss4XtivjXS7vgU+VCoVbhubrdiml60dunWM87GEKGchhMOFzosHvpYfEJFvDH6IiMgv5MGPp3Oz/WecWQuzpfUHP/JMWFqsDh2S7AFhXdPeXtypwRsrj2LeL3sBAJtzSlDrqAq2+3R5gEbb+lV6qfbWGPJCBfENmMYpn2IXrlEjTOM8HdNq1FhwUW8AgLwUg1H281Qju01EDcM1P0RE5BcVNWbZPfcT/IMFzuCnNWd+as1W3P/Vdmw8ViJtS43RQ6O2n8ra6sj8mGz2/bY71pPkVThLHrNS3NmrqLX/fPrzM9RrNfjq1mGw2gSpilt9pMrW/XgKhrukRgOA1AcIgNQQFQDKa8yIDOfPAtHZYOaHiIj8wiC7Gu0puVEuC45MrTjzs2jjCSzenacobx0fqZUWr9d3zY/Y7yWnyFlR7HBBFd5aeRgFFewB0xAGk0XK/KR6WHPTGEOzkxpcjlpe4MDi4Qci0THdrcTg/Bkqld0urDQ2dJhE5MDgh4iI/KLWJAt+PDwuD3jMrTjzc6q0xm1bhFYDtSPzY63neo09pyvQb+4feGWZc52PxSZg4ZID+Mc3O/wz2BBxusweLEbrwqRS08Es3tH0tLzGLK0Rk188YOELorPHnCkREflFjSLz436CLw9+WnPmx1NBg8hwDRyxT4MWq5crphI6eeujRJ6dKbcHpBlxdffhCQbi+iFBAE6WGHC0qEqqVgcA+xn8EJ01Bj9EROQXhgZlflpvtSpPAcv47qnQOKa9uQZHgiBApVK5PYf850y5PfOT0YiGpk1Jq1EjRh+GyloLpr22RvG7BQD7zlR4eSYR1YXT3oiIyC/kmR9P61rkRQ5M1tZbrUq+NgMA3rp6AC7slykFOPLP5p5F2zDqhRUormrYGo7MFpLBCBZnHNPegulz02p8B7xRjoIGroEPwMwPUWMw+CEiIr+QV3tzndplswmKbI/J0nozP/IKXWoVMK1PBlQqlVTtDbB/HmfKa/DzjtPILavBX0eKAdR/Spy8NDIpbT1RiiHPLMMXG05I25zT3oIn8/Pf6wcjOVqHd68Z6PFxg8nicTsAlFSb6qwaSESe8a8nERE1miAIyPWw0F/kWtq6zCU70prI/23yZq+y2AdWQZB69wDOBrAmL9MBf7hrpOJ+XY1SQ9klb61DQaURj32/SyqscVqa9hY8mZ/RXVKw6fEJmNIr3ePjt43t5PP5xla8bo4okBj8EBFRo1UZLaiULch2TWC4Bj8nSgxorcpkGbBXrugv3VbLop/SahMsss9EbABrsnieDtg1LRoxsuacdTVKDVWuhTR+23UGAHCmzB6YZwZR5geAz7Vet4zOxo93jcT++ecpjr3I6OVnhYh8Y/BDRESN5tpxXnApeWB2OSltrX1KrDZBKniw5p/jMaB9gvSYWnaiO+TZ5fhhe650X1zD4akKXv928YgMD8MXNw9DZ0fzS2Z+PNtyvFRxv9po/7k8E4SZn7qEh6nRr1089FqN4udIJM8cElH9MfghIqJGM7qciImJicJKI6a/tgbvrzmmeNxTY8fWoKLGLP3b02KVJ9oal6v8b644It3OLavB/rwKXPjW326v+fVtwwEAfdrG4fUrzwHAzI83m3NKFPetNhuMFqtUJjo52r8NTpvKSzP7YWKPVEzumYbIcHvzW2Z+iM4OS10TEVGjua4/EE/O5/+yF3tOV2DPaWVpXtdpcK2FOOUtWheG8DDl9cW6qlmf9+oaj9vlryMWTfCW+TFarPjv2hyM6JSEfu3i6znq1kPeCwcACiqNsMl+1OqqsBaskqN1+M91gwEAA+YvhcFk5ZoforPEzA8RETWa61VoMTGx10s/EtdpcK2FWOZabFIpJ6/2BsDjOo66qL30ChLN/XkvXliyHw98vb3Br90a1DqmX4oBY06xAVZZlkzdCvop6R3/tlozMz9EZ4OZHyIiajTXq9Di6abZS4bH2/aWrtxR5tpT8ON64p0YFY7KWs/ljG8Y0QEpsXoM6Zio2C4GUN5mDS7dmw8AOFJY3aBxtxbiOpge6THYcaocOUXViimCrSH40WnFaW+t83eIKNAY/BARUaO5rvkRox9va1PMXko6+5PVJkCt8l1Ry98KKu0L65Oi3NeWuCR+PBY3AICrO1vx2NRu0Go9BVD2/3vL/BiM3nvDhIJaRwaye3qsM/ixyYOf5hqZ/+iY+SFqFE57IyKiRnOb9uaIfmxeLk5vPFaCD9Yeq3dTz4YqM5gw4vnluGfRtoC8vjdHHRmXrOQot8dcgzCxQl5GnLIwQoTG++tL0968fG7VptA9IbbaBKlkeNf0GKhUQKXRoqgs2KoyP6z2RnRWGPwQEVGjuU17E8T/ez5JN1ltmP/LXvzq6MPibx+vO478CiN+2RmY1/emwHGi7RrQeGJwBCrtEyPx9tUDpO1JOu8BoTTtrZVWy2uMf/1xAAfy7cFPrD5M6ulzpLBK2kfdClI/UuaH1d6IzgqDHyIiarQal4zD5uOl2HK81OvaFJFrFTh/Oeg4CZbbcrwE13ywAbtzywPyngBgMNmnnUXp6p5VLk57Cw9TY2qfDHx7xwh8efNgZLonjSRStTcPQWWoB0Rvr3SWDtdpNchOsX+Q4vqnVhD3AAD0zPwQNQqDHyIiarTKWvtC/zDZGeZNH2+qsx+NJUCFDw4VuAc/l769HmsOFeHd1UcD8p6AM5sj9mKpD/EzG9ghAQM7uDezlBOnbQmCe1ZNLLMtaq1FJTxxLXEdqw9DxyR78CMGwk259iuQxMwPCx4QnR0GP0RE1GgVjqplcRHORfplBrPbCbhr75tAFD4QBAEH851TnVwDrB0ny/z+nqKaswh+DA1YpyMvl+2a6CmqMiruh9KC+B+25Sruj+iUjHTH1MMft58G4L1IREsjZn5C6fgS+RODHyIiarQKR9YhNkJZoazUoMxGRLtMB6sOQHWyCpfy0bUuV8gDmQAQCw5EhHue9rb4vtG45Jw2im1ib6D60MgG73oy7xr81ITQyfG7q+1T3oZnJ2HP3CkID1O7/ay1Fsz8EDUOgx8iImo0MeBwDX5cpUQrS0C7nrD7Q6Gj3LTIaLYq1sMEosCcIAg4WWJAjWPNj7fMT4+MWIzumqzY1pAKZGrZt7brlMKiKmUQVWsKjZNjm03AyZIaAMDCy/pK660akn1rSVjqmqhxGPwQEVGjVTjW/MTVEfy0T4pU3C+urn/Wo74KKpUBVVmNGf9Z61znU2ow+b3E9lsrj2D0whXIKTYA8H3iXe6SDatrXZScfNqba+Zn/ZEixf1gzPyU15ixeNcZv564y/+dybLgurVmfsTgrsAlyCei+mmdfxmIiKhJVXpY8+NJ+0Rl8FNV6/9pb5UurznhpVVuj+cUGzz24jlbL/5+QHE/0su0NwA4Xa48afU2Rc4TeZZIXvHtcEElFm08qdg3GIOfuz7firWHi3D3+M54cEo3v7xmtSPbplIBeq3zmm59Ku61RAPaxwMAtp0oA2AvbKFRqdzKeK89VITyGjOm981o4hESBTdmfoiIqNHENT9xEb5POBOjwhX3Xat0+YNr2W1PNh0r8fv7yvnK/Mwc1E663TYhAs9f0qfer6soeCDL/Kw5VOS2b30+h6a29rB9nN9uPeW31xT/nRFajaKiW4y+dQY/bRPsFxBKDSaYLDZc8tY6THh5FSpqzbjuvxvx9sojeH35IfzfBxtw1xdbsT8vMOXkKbQcLazC//1nA278aFPAmlM3ldb5l4GIiJqUOO0tVu+e+YkK10iFAGL0YXjjqnOw6kAhvtlyqs6CB4cLKnEgrwpTe6fXu0FlfaqnbTleipmD29W539mK8BH8dE6Nxo6nJyNGF9bgppveCh7kV7ivnbr1k83Y/vRkRcDUnPacdvZXSq9HE9j6cpYXV57SZKdE++09gomYXS0zmPHd1lPY5ehb9fOO01h1sBCrDhYq9t+UU4ru6bFNPk5qXR75bhc2Oi4aFVebFFNMWxpmfoiIqNF8TXuTn+jqtRqc3zcT/zyvOwB7dTRfzTkvfOMv3PXFVmQ/9hu217NEta/pXu0SIwAAx0uq6/VaZytS63uxfVyEtsGBDwDFc+TT3sQgcnh2Eib2SAMAVBotWLo3r8HvESjTX1sr3fbniZPBS5GJuqZgtlTxkfZ/l9FiwyPf7ZK2F3gIgAGgqNL/RUWo9SmsNPosB3+4wNk+oKX3EGPwQ0REjeac9lZ38AMoF6OLazZcmSw2RRbnv2uP1WssNV5eDwD6tIkDAKk6WCCEh6kRpgnc16uYybHJzj/E6YPju6dg7oxe0vaHvtkZsHE0hGuvJX8WPPDVWLZ7eozf3idYROvCPE7pO5Dn3tgXAE6UGAI9JGrhtp8sw+BnluGRb+1/Lw4XVOLa/27E5hx7pqey1owSWXEas6VlT3tj8ENERI1itFilniOegp+0WFnw4yjTq9eqpfU/8oakcq5T4tokRNRrPOLJ8PUjOro9JhY58OdaI4NLsBXoEsthjuBHfvVV/PdE6cLQJj4CvdvYpzkZgqToges4Cv2Yjag2eg9+PrphiN/eJ1ioVCoM7pjotn3JHmWWr028/ffl+2252HWq3G1/ItHCJfsBAN9ssa/Fu/uLbVh9sBCXvbMeAPDGn4cV+5ttzPwQEVEIE6e8qVRAjIc1PxkeMj8qlQqDOiQAADbleC4+4Bqg1HeWmDwTMKVXmuKx1Bj7WMxWG5bsPoOjhZ4Dr4Z4f7UyI9UuIdLLnv4hfoZGi/3fufpgIZbuzQfgzKjdMjobADA0y/0kuTkYjMrgJ7fMf5m3GrM47c09G5Iep8cF/TL99l7BYlh23cf16mHt0dZxwWDZvvxAD4laILFwwalS5e/j0SLltOBjLvc57Y2IiEKaGPxEh4cpmnCK0uOcGRu9bC3MEMeJ+WYvwY/rdDiLj/nocuKUqshwjVt1ubRY+1oTg8mK2z/binNdymCfjd2nlVfV+7aNa/Rr+iKWc64121BrtuLa/26UHhMrgYU7pt0Fy0mK67GsrLX4rRqdr2lvABAc5R78a2RnZ6Pch7yUDI/QajC5ZzoAwBQkPwcUPB77fhfGvrgSlbVmnCp1To00W22KC003f7wJZS69yVr6tDdWeyMiokYR1/vERmih8nCqmSGb9iavPHaOo1/J7lzPpXhdewBZrPX7whVPhiPCw5AQqQx+UmL8V2VMpHcpbvDApK5+fw+5CMf7nf/6Wrx0eT/FY2IPGK0U/ATHSYoY6KTG6KQmtNUmi8+qePVl8DHtDbBnJFubXplxePvqAdCoVUiN1bv1mQLsQZ/OESgbzQx+SOmLDScAAN9uOQX5daWle/MVf8eX7Stwe25LD6YZ/BARUaOIZa5j9GEeTzRTYpyVveRX+8XAxFu5a9dpb74qEQHAB2uP4dP1OdL0pwitRgoURGLmx59KZQuB51zQE0kBLgErD7b+8c0O6fZ/rx8k9bkJ09j/v/1kGca9uAKf3zJMWgPSHAqr7AFPbIQWVUYLDCarPWjxQzXqshr75++tWWwrjH0AAFP72JuXeiseoVarpAygyRoca78oOMj/lh4pVE5pKzOYodWoUGN2fZZTsGSUzxanvRERUaOI095i9VqPJ5oqFTC4YwJSYnQY0CFe2i4GKQaz1WPTvGqXdSJ1feHO/2UvcooN2HumwvH6GqkQg8h1GhxgryrXGKcd61fUKuCSgW0b9Vr1ofNQRnts1xSc2925vilcVm0up9iAfy87GPBx+bIlpxQA0L9dvHTcvVX5a4jcshp8+FcOAKBrmudIStUaUz8yeq0Gu+ZMdtuuUqkQHsbMD7krMzgv2MinvAHA4t1nUFHr+3ezvln4YMXgh4iIGsU57c1z085asw1f3Tocax8er1iULk55stoEj9MoqozKS491ZX5cRYRrkOqS6Qn3UIJazFx5U2u2el2gLwiC9NjKB8d7bPLqb2LFPDnXjJbWwz7NwWSxF5bY6WjE2S0tBlE6+3F3rZJ3NtYdLoLBZEWPjFhcM6yDx31ad+hjF6PX4vObh+L5S/pI21QAdGFi5ofBDznJy1aXuKznWXOoCAA8ZorFP+/M/BARUUgTp6dF68I8nmh2SomCWq2CLkyZsZCv0fC0+L3KJfNT34IH8te/YnA7zBrcDpN6puGb24cr1hyJXCuRubri3fUY+fyf2J3rXi64pNoEo8UGlQpIi2u+jufycuKAsxy2yFMltKbw9sojuP2zrVh9sBCAvVy5OBbX43s2ih0ncT0yYrz2VmrtmR/RyM7JmDWkvXS/f7t4Z/DTyOwmNa+iKiMW7zrjt6CjWBb8yKftys3on4mLz2kj3Y+P1KJzqj272tKDaa75ISKiRpH6rOiUa36WzB6NSG2Y1zUwWo0aWo0KZquAGrMV8W6v61rwwPsXblGVe9+YCK0GujANnr+0r8/xiyWjPVl9sBA7HD1SXl12CP+5bpDicXEtS2JkuFtwFyiepoulugQ/WpdAINC9h7z59O8cxf22CRGIcCzC90e1t2LH55/sY51ViMQ+klUPjUNuaQ16t4nDHkclQtfpn9SyzHrvbxwuqMKzF/fBVUPb1/2EOpR4CH6SosIVQdFtYztBEAQMy07ExB5piNKF4TpHZUlmfoiIKKSJ05eiwjWQTzJKidahfZLvnjdiQQKDhxNhMfgRp6r5yvy4NuEDUO9KYrU+1kM8+9s+6fayffl47PtdisfFkq/hTTjNzNNV/NQYl+l9LuOJ1ofhrZWHsfVEaUDHJpdbVoOiKuVV5TbxEdLYLDYb3l11BBNeWnnWfX/E10/ysJYrVHVIisIIRylsMSBn5qflstkEHC6w9yPzR78mQRCweLezIW6l4+/spJ7ONYNt4iMQF6FFfGQ4rhjcHknROui1GkQ5+oiV15h9XjQKdgx+iIioUZx9VsIAOAMUdT0uuYc7Ts48XUkUv5TjIu3raLwtsq2oNePzDcfdttd3qletjy9x16Dsiw0nFGuPxE7nYnW1ptAzI9ZtW13T3lbuL8TCJQdwyVvrAn7VVvx87l20ze2xxKhwKStlstjw3OL9OFJYjSdcgsr6EjN+virs1bc5bmskTntrySeqoe7rzSel266/52dj7eEi/LzjtNt2cUob4L0JcftE+8WsN/48jG5PLMHPO880ejzNgcEPERE1ijgNy3VqVX2CH/Ek3VNgI2Z+4iIcwY+XzE9hpdFjPxvXMtfeuJYKNpgssDney1NGKlfWDV080Q/z1N01QB6f3tNtm2vmx3XaW0FlrXR7uYe+Hf6SV16LgQuW4uaPN2HLcfcsk0ql8tiAtdylrm65wYw3VxyuMyNULGZ+or1nfjz1ngoV4pV6f6yvouax74yzD1qh7Pf4bG046rmpdES4BjE63xeMxCIIZ8rt43jgm7O7aNHcGPwQEVGjGGRrfuQVq1X1+IYRCxB4CmzE4CdeCn48ZyzEtSOuV/i9TXubPbELRnVOljIo4rS3XafK8eaKwxi0YBnu/HwrAM9XzA8VVEq3xRN410xLIKXE6PDsxX3ctsllxkdgeHaSdF/eM+nLTScCNrZ9eRUoM5g9NkYUiYGZvGu8azPaJ37cjRd/P4BZ761XbM8pqlZUiRMzPyk+Mj/ju6cAqH8w3JpE6+0ns5W1Zry89CC+3nSyjmdQsMmrcAY8uzwUXWmoYi8FDqLCw/DxTUMQHqbGI1O7e9wnNqJ1lApoHf8KIiJqNtWyNT/yEKZemR/HdDGrh8BG7B8U75j25q3UtZidSYzSKQofeFvkP3tiVwCQTqzFzM8Fb6yV9lmyJ8/rex4qqMKEHmmKxz1VkWsq8qlkIo1ahUW3DsOzv+3De6uPolQWaHiqWucvvvrJvH7lOQCcZbhPyvqLuE4bXLnfHjydLHFmfnbnluP819eiX9s4/Hj3KNhsgrRw21fmZ0qvdHx201B0S49p4L+m5Yt1BD+nSmvw2vJDAIDLB7UNmQp4rUF+hVFxO6+8FulxZz/9rdzRFLhNfIQisxoZrsGA9gnYM3eK298TUYxLKX+NWoUGFuEMCsz8EBFRo8jX/MgzP/WJB3xOezOJ097sJ7be1qqImQDXRe/evsBFekcmoNZsVVQ/kpMvFO/TJg4ApMXH8nHX9V7+tveMM4AR++Z4opWCS+fn66vAQ2N5KoF7Qb9MbH1yEi7olwnAWcDihCywcatG5uFnR1z7IFbfq6g1SxlDT81rpZdSqTCqS7JbdiwUROvc+071m/sHzpSfXYEJanr5FcqpbttPljXq9cSM670TOmNs1xRpu7hG0tffsmiXaXFWm4DjVV52DmIMfoiIqFHE4CdKp4FNaFjBA3GtjKcMi1hCO9lxVd/bSbs47S1G7/xi7tc2rs73Fk/CTVYbLntnndvjgiAopuPdMa4TAHvmR2RppszPpQPaSrdjPJzgijydyLiucfIno4fXfvi8borgJDzM/lmdLHFmflzH5Olnx7U0tljpLUYf1mRlxlsa+e+EqKLWgl9b6EL1UGO1CSiotGd+RnexV/A7lF/p6yl1EqfRtYmPxOtXnSNtr0/RFvn03ov62y9mrD7T8kKJljdiIiIKKgZZwQNl5qfuL1Nfa37EdSriFXtvfWGqTc41R6IrBtfdC0OcflVjsuJoYbXb4yarTXHS3jXNXg3pUH6llBESew9pm7DaGwCc0z5Buu16NVbOUwlui03w2TOpMTz1k9G7rLURA7JjRc7PXJzi6EuNLECqNVulKY6+evyEushwTUhXu2vpiquNsNoEqFVAdnIUAOXvQUPVmq3IcfzedU2PRqTsd1Oox/S1IVmJuLBfJp6Y3gM3j84GAGwvUXnNnAcrrvkhIqJGkZqchofBZHGuLanXtDcP07JEVbXK4Mdg9nyCXCMGX1oN/nV5PxwtrMIVg9vV+d46x0n4316qHxmMVqRE61BSbcIDk7oiKzkaqTE6FFQasfpgISb2TGu2zI+cr2lv4V6msBgtNoSd5VS9/6w5iucX78fXtw/HAFkQJr6uK51LAOYpG7XndAWqjRZE6cIgCIJb9TdAWRGu1GCSKr0l+1jvE+pUKhWidWGocAku5cUmKHjllzsDfPHiTmOmrZZUm2AT7BdrUqJ1irVf9fk9CtOo8dqVzmzRAxM7Q52/3+e002DEzA8RETWKs8lpGIQG9vkRgwbX9Ty7c8ulK5xiJS9vmR/nmiMNLhvYFv88r3u9ghHxJPyvw0WK7eLJ+qnSGingGtEpCRq1SmoEuOm4PWASK9A19ZofOV/NXL2N62ymvgmCgKV787Hg132w2AQ8/eMet308VcdznZImn+4mJ04ndL2yLTguScsXZxdXmZBTbL+CnRTFzI8v8kXq4s92YaXR2+4URMT1Pmmx+rPu2VRabcKJYvvvnHgBIS5CKwU+714zEPNn9EKXtIYXBLljbDbaRde9X7AJyF/ryspKzJ49Gx06dEBERARGjBiBTZs2SY9ff/31UKlUiv/OO++8QAyFiIgCyGixSsFHbESYvMcp6lNQSpxD7pr5Of91Z+U1MfNTVGVyO2l/d9URPLd4PwDfQYAnWsfaE9eTbbGv0AVvrJWqjYkn8OmOJoPljivnYn+h5sz86H2sd/Ea/HjI0NTlh+25uOWTzdJ9T9k6cTrg9L4ZGNQhAdP7ZLhNvRuSlejx9SscJ2ZVLlkKg8kKQRBwWhb8nP/6Wrz4+wEAwCjHWgjyTF6E4trhHQAAe2W9Yyh4VRrtvxPxkVrpb5Cn7Ko3ZqsNE15ehYmvrMLJEgOufP9vAM7+T4C9GuI1wzv6b9AtQECCn5tvvhlLly7Fp59+il27dmHy5MmYOHEicnNzpX3OO+88nDlzRvpv0aJFgRgKEREFkHgFOVyjRlyEVlHquj7ldMWgYe7Pe7HqYKHHfeIinVeur/lgg3S7zGCSAh/Ae2lrb7wFBp6mcIgn8OJYKmrtJyXN0eRUJC44vnVsttd9PK35ARqe+dl+sgz3f7VDsc1TZTfxxCwtRo//3TECb149wG2fK4e0V6xTyk6xr2UQ1w3IexIB9vVA327N9Trd57KBbT1uJzux3HWsPgzXDOsIwN4vJq+88Q0zKbDEC0sRWo0s81O/4MdgsqDL44tRUm2CyWLDe6uPStMdKzxMKw0lfv9rXVNTg2+//RYLFy7EmDFj0LlzZ8yZMwedO3fG22+/Le2n0+mQnp4u/ZeQkODjVYmIKBiJhQJSYuzzx231WTUrIwYgeRW1uO6/Gz3uI5ZgBYBNOaVS1kVedQ0AIsIbtozV03qY+TN6eewZo9fa9411TCESp480V8EDAHh5Zn/seHoyuqfHet3H27gaGvw88YN7J3dPJ89inx+d1vvpRZQuDDMcgRsAdE6xz5sRCxi4Bj95FbV48Btl4CX63+3D3QoqkNK/Z52DIR0T8f61g9A+KRJpsfZMKqe+Bb8a2ZRe8Xfq5x2nIQgCas1WfLXphMf1cQCwwWUt47aTpdLtK4fUXRCmNfN78GOxWGC1WqHXKxswRUREYO1a5zSGlStXIjU1Fd26dcMdd9yB4uJifw+FiIgCbPFue8ncwR3tF7AaGPu4TRcTPLxAhMvJ7cfrc7B41xkUVChP3hqa+XHNirxyRT9cM7wj2idGue0rToUT/19RYz9Bb86CB2q1ShqPN64BntgLqaGLpnfnuk+T8hRAiesRXIscuJJPNezoqGIlBlOu0952+OhrMqij5yl05NS7TRy+vn04hmYnAXAG8JW1oX31P9jllddiwa/7ANgv7MjXzv2wPRevLDuIh7/dhSvf+1sxJVRUalBWYDvuWPdz5ZD2+Od53QM48uDn92pvMTExGD58OObPn48ePXogLS0NixYtwvr169G5c2cA9ilvl1xyCbKysnDkyBE89thjmDp1KtavXw+Nxv3Ly2g0wmh0fslVVNj/CJvNZpjNwffLK44pGMcWing8gguPR3BpzPEQBAFrHFPVpvdJg9lshsXqPHGtz2u6niIXV9a4ndDbrMqT4ZeXHgQATOqRqtgeEaZq0L9DDWWgFaGxP39671Qs2nhC8ZheY//3RGrtQU6ZwQSz2QyjoyCCRuWfn2l//36o4Axy9Fo14iO1KK42wVBrqvd72Ly0cLfYBJhMJsX0xlrH5xFWx+dxRnaylhJtP96nywwwm80oNyiD2rWHPE+HHJ6dGPC/I63x71W0ozpgaXVti/t3tcbj4c0tnzjXyuvDVAhTOX8Pf9yWi12OCxJ7z1Rg7IsrsPjekeiQGCntU1SpzMyK5eTj9Bq/fX7BdDwaMgaV4OkyWyMdOXIEN954I1avXg2NRoMBAwaga9eu2LJlC/bt2+e2/9GjR9GpUycsW7YMEyZMcHt8zpw5mDt3rtv2L774ApGRkW7biYgo8AprgAXbw6BRCXhusBU6DbCvTIV39tlPrv49vO7eLR8cUGNniTME6hQjYFJbm/Qa4uvct979Wp1aJcAmOE+8b+5mRZ/E+n+lLctV4ecTzve5vbsVPRIE2ATg/r+d7xehEfD8EHumIs8APLcjDJEaAc8NseLnE2osy1VjTLoNl2YFpndOY+wvU+Ftx2fZJlKASgWcqlbh1u5W9Eqo32dlsgIPbfR8rfTlYRbIZ9Z9fFCNrcVqXNzRinEZ3l9/bZ4K3xzToG2UgEltbPjwoAZZMQJm97ZiU6EKnx12vxAarRUwvZ0NXx3VIEkn4IE+VkT7TnyRB+/sU2NfmRpXZFsxIs3vp4DkJ/K/eZPb2NA5TsBbe+2/Fx2jBRitwJka5y+f6/H87YQav+e6Z2DPb2/FpDat77gbDAZcddVVKC8vR2ys96nAQID6/HTq1AmrVq1CdXU1KioqkJGRgSuuuALZ2Z4XZWZnZyM5ORmHDx/2GPw8+uijeOCBB6T7FRUVaNeuHSZPnlznP7A5mM1mLF26FJMmTYJWy7/MzY3HI7jweASXhhyPyloLDhdWoX/bOKhUKvy6Kw/YvhN928bj4guGAgCiDxXhnX1bAQDTpk2r8/2XVOzAzpJ86f6RShWOyAKfGf0yMG1aH9y3/g8Pz1ZONbt08mh0Tq1/3dX8dcfx84kD0v1hw4ZgZCf71KDE7sW47qMtAICkmAhMmzYGAFBQacRzO1ah1qbCeedNxeof9wC5pzGod1dM81F4oL78/fuRdKwEb++zV2jr3ykDeeW1OFVdhj79B+C8Xmn1eo1SgwnYuBIA8MrlfWAwWfH4j3sBAJMnT4FONi3xl7LtQHEB+vfpjWlDvPdammy1YcqRYvRvF4+jRdX48OBGGNX2z7l0wwng8H6MyE7EOtm6hZvHdMGdY7NwXWE1spIiz7pPUUO0xr9X21UHsG/dcSzN1+PhK0cpSmEHu5Z6PMprzDhVWoOeGTF4/Me9SI3RYfaEzl73z6uoBdavlu6PHNALE7qn4K299m0mTQSqLRYAzgtMCW07Y9qkLtL9ld/uAnLPQBemVhRJGNCnF6YN88+an2A6HuKssPoIaJPTqKgoREVFobS0FL///jsWLlzocb9Tp06huLgYGRkZHh/X6XTQ6dzr+Gu12mb/sH0J9vGFGh6P4MLjEVy8HY99ZypgstjQr108rn7rb+w7U4E3rxqA6X0zYHJ8n8ZHhkvPbZsYrXjNOt/XR5lmAJg3o4/X1xFnY3VJjcbsiV3Ro03DCue4FkjQhzs/g+xU54W1+Cjnvy8pRi29974CAwqr7FMt0uIi/Prz7K/fjwid8zW6pMWgXFyrJNjfo8xgwg/bcnFh/zZIjAqHIAhuVfqsjhOsMLUKFw9sj1qzM/iBJgxarfNzNDsOSqTO9/i1WmBiL3vRA7Mje1dQaYRaEwaDxf4amQmRyIwz4LRjLdDNYzohPDwMPds0fUPF1vT36v7J3fDrrjwUVBqxP9+AEZ2btlR4cZURKw8UYnrfjLMuVtGSjkdJtQkjXlgFk9WGd/5vAL7ZYq98/OCU7tLv2h978rDw9wN4eWY/9G0bj5ySMun5A9rH45KB7RCj1+KKQe3w1eaT0u+E3LFig+IzOVpkX+PTv108NhxzXkSIjdT5/bMLhuPRkPcPyGWT33//HUuWLMGxY8ewdOlSjB8/Ht27d8cNN9yAqqoqPPTQQ/j777+Rk5OD5cuXY8aMGejcuTOmTJkSiOEQEdFZsFhtmPXe35jx5l9YtPEE9jl6g/y43f7lLfZ0kRcO6JYegxcv64vPbhpar/eI1vu+BhdWjypqo7okY3pfzxfPfHEteBAmK1ogL4MtX4Ok12owxZEx+ef/duBgXiUAIDslODv9yRdJd0qJlqrWiQUPHv52J+b8vBe3fboZS/fmo9uTS/DbrjOK1xD3FU9U5cUdrFbl9BnxZ0LXgJPalGgd1Cr7GqLiKiOqHdXeonVh6CTL5EU1sKAFeRar1yIjzl6UyrXHVaC88ech3PXFVpitNgxcsAz/+GYH/vvXsSZ57+b2+p+HpLLwO06VS9vlpeIf+343DhdU4cI3/gLgXJ8zpGMivrtzpJSde/7SPopS/Blxenx4w2AAwIkS5zo6QRCwz/G36Zz2yotC8XUUSQkFAQl+ysvLcdddd6F79+649tprMWrUKPz+++/QarXQaDTYuXMnLrzwQnTt2hU33XQTBg4ciDVr1njM7hARUfMoqTZJZVTf+POwtF1sJprrWLQe7pK9uXxQu3o3nnQ9eXYlBj/vXzvIY/8dwL0aXH3pXMYtP6mXB0bynjQA8PwlfaFWAQfzq5BXUYtwjRo9MoJvCjYAxTTArmkxzkaJjpPe3/fYpxxuyinFLZ9shsliw1M/7la8hlhuVwyc5EGixaZc5yROr/FURtybMI0aqTH2k/GTpTV4c8URAPbPXX7M69M3iupHDGTFPjKB9q8/DuLXnWfwrz+c00xXe+nr1dqcKXNmad5eeUS6XWty/u6IZd5FYh+eGJeLQyqVCr0ynX9rspKjkBhp/x0prjJKxUmeW7wfJosNujC11NhWlBDF4Ccg095mzpyJmTNnenwsIiICv//+eyDeloiI/KhQ9oVcXO28HRmuwZnyGumLvCEnuq7kr+uJ1tE8dFLPNETpzsFV729w2+dsgx/XzI882yN/zPX1E6LCkRytQ4GjT8r0vhluAVKw0Gs1+Ob24ThTXotu6THSON9fcwwqlQqJUeFSc1FR+0RlISExOyCeMKtUKmjUKlhtAiw2AZ+uz4HFJuCGkVnOUtc++vx4Uut43qVvr5O2Reo00NcxLZLOjngst58swwX9MuvY23++2OCsouirP1VrYvFSLbHWYkUctDheXK3YXlBZi3xHGX9PmfE28RHS7Y7JUUhwBD8FlUaMXrgCSx8Yg/9tOQUAuHdCF2TGR+CvR87FyOf/BKDsmxaq+AkQEZGbU6UGrDzgvDIr7wsTo9fiu6250v2GnujK3TgqC8v2FXh8TK2y97IRabxc+Y84y+lQrkGbPPMjD3g0avd/n/x05uqhwd0wcLCsF06io4FrblkNnv5pDzqlRLkFPykxylkY3221n0hFyU6axODnWFE1nvxxDwBArVI5m5zW0efHldh5Xk4FFfq2i8NXm0826LWobqscWZcP1h7Dk+f3bLL3rZT1cKqsrbsaZGtgtXmuAlljsqKgshaTXlmt2D7kmeXSbdfMD6Dsr9U5JRrxskxOblkNcooM0j4X9LUHtplxekRoNagxW90uboQiBj9ERORmwkurFBWC5HRhahwuqJLuN6ZhwohOyVjzz/GY+e56nHFZxBvmEnTI58jLne2iadegTStbXyQPhDx1hBDXpQDAwA4NK7TQnFwzVJ6OsetUqM8dV+sP5FdK27RqFUwA9p52Vlhad6RIOkauUwrr0qdNHHblliu22QQBswa3R0mVCSM6JzXo9Sj4fbv1FAZ3TMCsIcF98aCxvGV+Pv37OIZnJ0nr5Dxpm+AeqMgz1JN7pSFGFwatRgWzYwpxrcUqW3tn31elUmHD4xNgstgQFaRZ6qYU+DqRRETU4ngLfAD7lceDshNhYyMXTbdLjJTmuMu5FjvwVsb6rKe9uWV+PH8lejp1sckCopa0FqVHRozi/qlS987w8uCnWDb18b4JzjK6YnAoFsEAgKOF1Wed+Zl/UW+3bTabAI1ahXsmdMHADokenkUt3SPf7WruIfhVQUUtznt1NT6SFXOwegl+Plh7DL/sPO3z9Tp5KKRy74QuGNA+Hi9d3g9tEyKhUqnwxS3DpMcNRqsUcMn/xsXqtUiO5tp6gMEPERE1UKnBjP15zuDHH4umqz28hnxhPQBkxEXgt3tH453/G6jYfrbT3lwrkrm+n8hT0OX/9uBNY1zXVPzn2kEYlu09mJBntTbllAKwT7+5Vxb8iFef9+XJgp+ialTW2oPYhgY/SR6KWQRrBb3W4O2rBzTZe9m8nPy3Rgt/P4D9eZWY8/NeaZu34AcAdssyp554KvLSLjES3905EpcObCttG9wxEX3axAEAKmqdF5IaMyW5NeOnQkREDfK/LacUX+gFle49J/zBUxPLnpmx6JisnArir8yPa6bpf7cPx21jsnHTqCy359paaPSjVqswsWea18p5AHCksEoKYv7YkwcAuKBfpmIqoDPz4wyCrTZBCmIbOu3NdSrOneM6YWrv9Aa9BtVfd0d1wqYo1GH2suYFABIiW1flsZyiardtvoIf+fRhT+Ii6n98xGqM5bIsemOK0bRmnPhHRERnTaUC7j7Xe6fyxvD2xa112d7QLIP0+mGu096Uwc+gjokY1NFzhqSlX8wWK0R5YrYKKKw0YsPREny3zV7YIjs5SrGPmCXzdmLX0CvO8pPw7U9NQryP8VHjiRcMasxWj41t/Un+MzL/ot6wWm0Y1ikJ5726psX/HrlyLR4CONf8JEeHo6jK/niYWuV1LZBcrL7+waG49lEsHqJRqzxeQCJmfoiIqBF2PD0Z53ZPa/TrjO+W4rbNNTgRaV3W5nTyshaoLq5Bk2uBBV88FUFoSR6e2t3n49VGKxb86py6E+vSGNH1pKpdYoTifkMD0vAwNb65fTi+vm04A58mIE4VtdoEaaF8oMhf/4pB7XD9yCwp2K1toiarTaVYFvwYTPbpo2LwN0H2d7K7y9q79omR6N8u3u31YhoQ/Ih91xZttBcoYdbHO34yRESkIJ+jf7lsXjmg7DFx1dD2Dboy6csjU3vgwcldFdu8Bj9hzqvUCy7qjbRY/Vm9p1vwo2k5hQsaK1avxTgPAaeoymhRlDd37Qrv+ll1TFJmhrwdO18Gd0zEkCwWNmgKkbJ1cpW17sVG/Eme+REzhlKzXYsNfx8txtYTpdI+giBg64lSqWdUS1FttCimnL34u72hq5jhGSv7fUuKUhYeOLd7Kn64a6Ri2y2jsxq0nrHWMeX0RIkBANf7+MJPhoiIFOTTMR6d1kPx2Nv/NwBpsfYv7jkX9PLbe3ZLj8Hd53ZRLHx3nd4mkmdozjbwAdxP0L0VPPDk1VnnQKNW4caR7uuBWoqeGc4mk4NcynVXGy1S41EAiHMJfkZ2Slbcdwt+eNU5qGk1amm9jbyZcSBYHOXP5X279LIT81nv/Y1L3lonBUlL9+bjkrfWodsTS/DDtlz3FwxSRwqV63c+/CsH32w+KV1MiovQ4kpHWW/XxrLiGryNj03AtcM74Nd7R+Hx6Q3rv3SDy98iNgj2jn+diIhIQb6YX+tyhb9rWgxWPTQeR5+ddlZX9+sif01vry8/sW7MObbronxvwZYnF/bLxIbHJuCJ6T3q3jlIdUt3Tr1579pByHl+OkZ0svfTqTZZUCVrQtnOpTGivPIbAHRIcj4exrUGLUJqjP3Cwfxf9gZ0Gqd4MUV+0cJTQQwx07PmUJG0bfZX2wM2Ln/zVLzgof/thMVR8EGjVuHZi3tj8xMTcX7fDMV+4sWH1Fg95s3ojV6ZcQ1+/67pyql08a2smIQ/8a8TEREpKKepKL8m9FoN9FqNdAXX3xTBj5dpaPIpVyqc/Thcg6uGBD8AkBytC9jn0BS6pDpPlsQ1GJHh9v9XG62Kf1tGnDLDlhKjQ2qMc+qOfDrk2RagoKbVr539BPuvw8VuWYuz9eXGExj8zDJsOe6cxrbqYKH9huxXxfWiCgCpR5TrVK9Hv9upmE4WrA7me/4MncGfCiqVCsnROujC1IqLOEl+6L8T6fK5+erVFur4F4qIiBTk094aUAPAL+QnBF7X/Mj2aUyRKnl1t1h96BU/7ZERg+tHdMRd4ztJn7U4HclosUrTAN/5v4Eeq4HJGzCmy4IjTz2bKPg8c3Ef6fftTLl/ytU/8cNuFFYacenb6wDYf44edTQyNclOxj39PIkn6+UGZaCzaONJfLwuxy/jC6RDjsbP82b0kjLCkeEaHC+2r8GR/71RqVRIi3MGPP4o+e1a8v+Yh7LbZMfgh4iIFGxeMj+3j+0U8PeWX/X1XupaeRLhD659ZkKBSqXCnAt74aEpzspv4nSk0mqT1Lx2dJdkj8+XH6sesvVD1DJoNWoMc0xzzJMFP7VmK2w2AceLqxs8HU6+Bu9wQZXidesiVn4rq3EvF20K8izG0cIqLN9fAMCeURULd8gbQLuW0r+4fxvptms1xbPhmvm52UN/MrILvb/2RETkkyLzI/u+FteDBJK8epy3aWjygKcFzzoLSmKFqFOl9rK5keEar4HhhB6p+HN/ATqnRks9RqhlSXNMXSyotBc9+HF7Lh74egdSY3Q4U16Lly7vh0tdKj76Iu/XdKa8xu2E3xcp8+NhiltDp6Q2tfNeXSPdzk6JQo2H7Kfa5ULNbWM7Ydm+AqTH6f3y+yPv3RUepsbsSV197B3aGPwQEZGCWPBA45ijvvCyvjiUX+k1A+BPsbKO5vUpqOCvjE0Lb9vjN+J6HTH4SYnxvhbh0gFtkRSlw8jO9qC4X9s47DhVHvhBkt+ImZr8CnuG5r4vtwNwToP7xzc76h38/H20GAccU78Ae9bjkOz+dcM7+Hy+WPCgvMbi9lhNEPcDKjeYYbI6M1PJ0TqP/YtcGwJH6cLw672j/Ja9TogKx9tXD8Ce0xU4r3e6IhAlJX4yRESkIH5JaxxfyjMHtWuy95Z/YfdrG+91v8en9cDxkmqc46Ex4NmwMfoB4Jz2tjGnBIB7iWs5vVaD83qnS/cbcpWfgoNYtt7X9LRqo6VeFxlu+miT4v5PO07j151nANibm86d0Vvx+Je3DsN3W0/hz/0FKKoySX2lyg32aW8D2sdj64kyAMHdDHXdkSLFfY1a5fHzqja6B3X+CnxEU/tkYGqfjLp3DHHBnUckIqImJwY/TV3sAFCuGbjGx5XiW8ZkY8FFffx28mBj7APAvVLbzgZkclwrA1LwS3X8vv2xN9/rAvk5P+1BQWXda3dcC12IgQ8AZMqqAYqGZSdh4WX9kOIouV1rtkIQBJQ5pr29NLO/1PjY0zSyYJFX4fxsrpX9zZrcM03Rz6hLmrIUNTUfZn6IiEjB6qEvR1O5ZlgHqFUqzOif2aTrSALZ56Qlcf3MO6dGe9nTHTM/LY+8XPkbfx72uM83W07BYhPwyhX9vb6O65QuV5nx3psRxzgqLVbWWrDvTCUMJivUKnt59QhH6fVgnvYmfm7XDe+gyG69/X8DYTBZYLUJqKy1+JxCSk2Ll2mIiEjB6ggEmuNcNjVWj/sndUV2Sv1Puv2BoY+da+bnxcv61vu5d43vDMC9ez0FL3lGZu+ZCq/7fb8t1+fr/G/LSen2gPbxbo+38ZD5ESVHh0uvMe01e+GACEc/sShHBbMqD1PGgoVY0c21KINGrUKMXov4yHC3JsHUvBj8EBGRwu5c+1SnUJoKxjU/dqmxyqvTvk5aXY3qkoyNj03Av31kCCi4pMXqkZ0SBQDY5yP4GdM1xefrPPztLun24I6Jbo/3aRvn9bmJUfbgZ8WBQmmbGECLj/25vwDL9+X7HENzES8WXXROmzr2pGDB4IeIiBTEik/BfLXV32yhFOn50CExSnG/of1HUmP1UHP6W4ty+xjP/bveunoAxnWzBz1WW/377LhO7/r3rP6I0Xv/OUqKcp8OJhbSSIp2lm++6ePNyCkOwsadjj8dCVHhvvejoME1P0REJKlr7n5rFZr/anftk5TTc7w1mqXWo2OyMuAdlp2IC/u1wdTe6VABWHmg0GeTUYuszPNHNwxW9OkZkpWIGf19Z0SSo92DhizHmFJjlGuFPll/AoOC5Efyl52nsXhXnlTmOpK9rlqMIPkRIiKiYHC0sKq5h9AsOOvNzrW0NbM4rV9Hl4D3plHZuGpoe6hUKqnprdFi89h8FFA2JR3VORnZyc71el3qUTAjKdo98yNOt2yXGInnL+mDc7unAgBO+yjJ3dTu/mIbft3lrGgXEc7gp6Vg8ENERJI9p73P+2/NuObHiVWpQovr8c6Ic2ZbxL5PO0+Vo9/cP/DJ+hy354ulqWP0YQjTqNErM1Z6zFevLpGnMthhsozjrCHtccVge6+xwipjna/XHFQq92IhFLx4pIiISLLndP37urQG4onadDYGlGTGeS9LTK2PSqVSFLbomeEMXlxP6J/6cY/b88sM9uAnPtKeNVSrVfj57lG4f2JXXDyg7iIAfdsoiyHcODLLbR8xQCuuMtX5ek3BdT1kpFbj94alFDhc80NERJJQy/x8cuMQLN9XgOl9GfyIOH0n9Mgzn/KpjuH1yGaUGewBSUKkc+1On7ZxPiu8yanVKozvloIVBwrRu00snjy/h9s+KY6pcYVVpqCYoprnMv0uSsfT6ZaEmR8iIpKcLquRbvdrF998A2kiSdE6zBzcjicvMmxWGnpeuLQvtBoV5s3opdgeUY9F/GLmx3W9WEO8dfVAPDi5K964coDHDEqyI/gxWWyoDYJ+p67Bj9iolVoGHi0iIsLjP+wBVCqpqtO1wztg9sSuzTwqag4aNa+LhpoxXVOwe+4UaY2PqGNyFGJ0Yaj0UfZeXPMjz/w0VES4Bnef28Xn41HhGlSbrKj0XHehyRgtVrz25yHFtoaWhKfmxb9wREQhrsYCfL0lF19vPiVVU7pySHupwSCFFg0TPyHJNfABAK1GjVFdkhXb5vykXPcjTnsT1/wESrQju2Kqf8uhgPjfllPYeKxEsW3nqdBaK9nSMfghIgpxnqaR1GeuP7VOnPZGcqO7pCjuf7QuBwUVtfhl52mYrTZnwYMAZz+iwu3Bj7GZp73tO2NfFzm2awrGdrV/NjP6ZzbnkKiBOO2NiCjEeQx+2NwyZKlZtYpkPDUhHfevlTCYrHh0aneUSpmfwGaKI3X2zJTRqsKh/Cr8tCsft4/NDvj7ujpZYl8XOb1PBmack4n/bTkl9SGiloHBDxFRiPMU/GgZ/IQsZn5IzlP1P4PJ/kfjucX7pW3pAS6RHilmfmzARe/8DZPFhvyKWrxyRf+Avq8rscx1bIQWujANrh7aoUnfnxqP325ERCGu1up+sstpb6FrXDf7VB69lj8DVL+KbwDQOTU6oOOIChczP5AKs7iuvWkK1Y7gJ0rHkvAtFTM/REQhznPmh1f/Q9XlA9shVq8NiVLnVDe9LPhJigpHcbXnRqMdkiIDOg6xmlyJ0fm3SWiGpj9VUvDDU+iWipd1iIhCXK2HKrac9ha61GoVpvbJQGZ8RHMPhYKATpYF9lUB0lO1OH8anJUIADhU7gx+bM3Q8FSc8icWYKCWh99uREQh7mC5h2lvDH6ICPZgWNSc5e9HdrKX3D5a6RxPlY/+Q4FSxWlvLR6/3YiIQtzWYvevAjUXvRMRlCWsvQU/E3sEvtpZew/T6iy2pm36U2u2SuuNYnRsbNpSMfghIiKFGM5lJyKHpGgd3r56AD68fjBi9M6/DbGy249P79kkY5nkEmQZLbYmXfdTUWPvaaRWQfFZUMvCI0dEFMJqTM5qB0+d3xMX9s9ULHAmIpraJwMAsOpgobQtOyUa20+WAah/RbjGeuainogynMH9l43D2JfWQBAAq01AWBMVaNnjaHAaF6FldrwFY+aHiCiEFVUbpds3jOyI5Ggdopn5ISIP5Otc+suqAeqaqDR+QmQ4xmcKiJNNxTNbmybzU2u24oYPNwGA4v2p5WHwQ0QUwoqr7GVrM+P0UKl4JZOIvIuUVTgb1DFBuq1r4p5Q8mqU5iZa91MiK/H9f8PY2LQl4+U9IqIQJgY/ydHNV8WJiFoGtewCydCsJDw6tTtUKmVQ1BTkfcjMlqYJfmrM9inCsfow3Dw6u0nekwKDwQ8RUQgTGxY2ZwlbImoZ8sprpNvJ0eG4bWynZhmHSqVCmFoFi01osmlv4vrIpg70yP847Y2IKIQVSZkfXTOPhIiCXa/MOOl2c0+TFae+ma1Nm/mJCGdBmJaO4SsRUQgrcmR+kpj5IaI6XDygDSw2AcOyE5t7KPYKb+amC34MjsxPU1W2o8Bh8ENEFMJKHJmfJK75IaI6aDVqXDW0fXMPAwAQ7sj8WGxNO+2NmZ+Wj9PeiIhCWGmNPfhJiGTpViJqOcTePqYmKnhgMFkAAJEMflo8Bj9ERCGsosb+hc6+FUTUkjT1mp+iKntPNK6PbPkY/BARhbCyGjMABj9E1LJom3jaW0GFPfhJiWHw09Ix+CEiCmEVDH6IqAWKdfzNEoOSQNtwrAQA0CY+oknejwKHwQ8RUYiy2gRU1IrT3lj/hohajp4ZMQCAPafLm+T9coqqAQDDOyU1yftR4AQk+KmsrMTs2bPRoUMHREREYMSIEdi0aZP0uCAIeOqpp5CRkYGIiAhMnDgRhw4dCsRQiIjIi8pas3Q7Vs/MDxG1HGLPoT2nK+r9nPyKWhxzBDENYbMJqHIUPEiIZGXMli4gwc/NN9+MpUuX4tNPP8WuXbswefJkTJw4Ebm5uQCAhQsX4rXXXsM777yDDRs2ICoqClOmTEFtbW0ghkNERB6UGezBT7haQHgYJwIQUcvRKzMWALDqYCE+/OtYvZ4z7d9rMP5fK5FbVtOg9zKYrRAcS4ti9MySt3R+/7arqanBt99+i4ULF2LMmDHo3Lkz5syZg86dO+Ptt9+GIAh49dVX8cQTT2DGjBno27cvPvnkE5w+fRo//PCDv4dDREQeFFTUYtm+fABAJL/LiaiF6ZERK92e+/Ne3P3FVp/7C4KAYkdT59935zXovcQseZhaBR0vFLV4fj+CFosFVqsVer1esT0iIgJr167FsWPHkJeXh4kTJ0qPxcXFYejQoVi/fr2/h0NERC7KDWac+9IqLPh1HwCga1zTVEsiIvIXvVbZb+eXnWdgtFil+/vzKpBX7pxRZJKVxBarXNaX2BIgWh8GlUp1NsOlIOL3630xMTEYPnw45s+fjx49eiAtLQ2LFi3C+vXr0blzZ+Tl2aPttLQ0xfPS0tKkx1wZjUYYjc5qHhUV9vmdZrMZZnPDfoCbgjimYBxbKOLxCC48Hs3vYF4Zqoz2L/NRnRIxJb6AxyNI8PcjuPB4BJe6jkdhuQFpsXqcKa/F+a+thUatwrv/dw5GdkpClSzg2Ztbhms/+Bt3j++EXbkV+G1XHt6+ur/X9Tw5RZUAgPRYPX8WZILp96MhY1AJguD3S35HjhzBjTfeiNWrV0Oj0WDAgAHo2rUrtmzZgg8++AAjR47E6dOnkZGRIT1n5syZUKlU+Oqrr9xeb86cOZg7d67b9i+++AKRkZH+Hj4RUau2u0SF9w9o0C5KwIN9rXU/gYgoCC3PVeGnE84M0MN9LciMArYWqfDxIfv2bnE23NnThnIT8NQW79f8r+lsxaAUz6fEK06r8MNxDfon2XBD16ZpqkoNYzAYcNVVV6G8vByxsbE+9w3ITO9OnTph1apVqK6uRkVFBTIyMnDFFVcgOzsb6enpAID8/HxF8JOfn4/+/ft7fL1HH30UDzzwgHS/oqIC7dq1w+TJk+v8BzYHs9mMpUuXYtKkSdBqWUGpufF4BBcej+ZXtfkUcGAvOrVJwaRJfXg8ggh/P4ILj0dwcT0eU2wCzttfiDsXbQcA9Bk0DEOzEpG79hjgqCIcHh2PadOG4USJAdiy1utr9+zTF9MGtAFgbwMAABq1fYrbuh/3AsdPYUTvzpg2sXMA/4UtSzD9foizwuojoMtco6KiEBUVhdLSUvz+++9YuHAhsrKykJ6ejuXLl0vBTkVFBTZs2IA77rjD4+vodDrodO4ddbVabbN/2L4E+/hCDY9HcOHxaD5ltfZsT0qMXjoGPB7BhccjuPB4BBfxeGgBTOvXBr1XH8Xu3AqYBRW0Wi1MsoS2wWSFVqvF6sMlPl/TbLO/rsliw/lvrkFBRS0Wzx6DNvEROF5iAAB0Tovhz4EHwfD70ZD3D0jw8/vvv0MQBHTr1g2HDx/GQw89hO7du+OGG26ASqXC7NmzsWDBAnTp0gVZWVl48sknkZmZiYsuuigQwyEiIpnCSvsayuQY94tKREQtTbjGXr/LZLFPSasxO6Mfg8mKZXvzMffnvT5fo8YRMR0tqsLhgioAwOJdZ3Dz6GypN1B2SrTfx05NLyDBT3l5OR599FGcOnUKiYmJuPTSS/HMM89IUdk///lPVFdX49Zbb0VZWRlGjRqFJUuWuFWIIyIi/yuscgQ/0Qx+iKjlE/uUicFPrSz1U2204Oedp+t8DYPJiru+2Ipfd56Rtq06WIjrRnREfoX9b2a7hAh/DpuaSUCCn5kzZ2LmzJleH1epVJg3bx7mzZsXiLcnIiIvrDYBG47ap390TuVVTCJq+XRh9uIGnjI/1SYr1PUoT11mMCkCHwDYcLQEJY7eQAAQo+eUt9aAnZqIiELIppwSFFUZEasPw/DspOYeDhFRo0mZH0cvn1qzsyKb1SbgVKnB4/Mm9kjFwA4JADz3/jFZbfhkfQ4AQBemlt6HWjYeRSKiELLucBEAYEKPNH6RE1GrIP4tMzoyPvLMDwB7pTeHeTN6SbfvHN8ZU3rZ+07mVzgboiZEahGjs0+OenPFEQBAjD6gNcKoCfGbj4gohIjrfbKSo5p5JERE/qHTKDM/x4urFY+La3YW3zcaVw1pj04pUeiSGo0+beKQFmtfb36i2B4ghalVWPfIBHRIVvaRjNYx+GkteCSJiEJIUZV9/npilOdO5kRELY284IHVJuCQo1qbq5QYHcI0aiyZPQY2QYBWo5aCn9Pl9sxPbIQWEeEa2Fx6mSaxQEyrwcwPEVEIERfvJjH4IaJWQh78VBktEOw9ShV/5zRqFRIi7fe1GrVUJCE9VllpWOd4rVqXqXNDshIDMnZqegx+iIhCiPiFHhGuaeaREBH5h9jnx2i1ocJRuECvVSMuwlmdLSkqHBq1e9W3NC/BT5hGuS/X/LQeDH6IiFq548XVeOibHThSWAWzY068eLJARNTSyTM/FbX24CdGr1Vc5Enx0tQ5IlyDNvHO/j16rf05z17cB8nRssxRPcplU8vAMJaIqJW75K11KK424XixARarfT5IGIMfImolxODnw79yUGYQg58wRNYj+AHsJa8/Xn8cgDPzM6hjIjY9PhFv/HkYv+46gysGtwvU8KmJMfghImrlih3rfE6WGqRpH65TOoiIWip52f7vt+UCANrER0Aly9ak+ChY0LdtPAB78CNvZKpSqXDPhC64Z0IX/w6YmhUv/RERtWLHipwlX/u2jZMyP5z2RkSthae/Z9nJUYjU1i/z0zk1WrrNtT2tH7/9iIhasfH/WindDg/TwOKo38rMDxG1FjqtewGX7JToeq35AYBOsuBHrBRHrReDHyKiEGGyWGGy2IMfLTM/RNRK6DxlflKi6h38yBuYeqoIR60Lv/2IiEKE0WKDxWa/rKlV888/EbUO8jU/ouyUaOW0tzqalD4xvQe0GhVm9M/0+/gouHBiIxFRKyW4zN8wWWxSqWttGK9uElHr4ClbkxGrR5Qso+Mr8wMAN4/OxjXDO0jNT6n1YvBDRNRKmRyBjshoscEslrpm5oeIWonCSqN0u1/bOPzfsA5Qq1VSzx6g7uAHAAOfEMHgh4ioFSqsNLpVQNpyvFS6zWpvRNRatEuMlG7/ePco6bZFdgFIvq6HQht/EoiIWpkNR4txxXt/49zuqV73YbU3ImotJnRPxXOX9EH/dvGK7XGRyp49RACDHyKiVueVZQcBAH/uLwBgz/K4ToFjtTciai3UahWuHNLebfvMQe2w+mARxndPaYZRUbBi8ENE1MoYLcpAJ0qngcmg3OapOhIRUWui12rwn+sGNfcwKMjw24+IqJUxuQQ/FbUWpNZjsS8REVFrx+CHiKiVcQ1+rDYB394xAhEeuqATERGFEgY/REStQJXRggW/7MX2k2Vu096eOr8n2iVGYv2j52Jij1S8ffWAZholERFR8+KaHyKiVuDVpQfxn7XH8J+1xxAV7szwXDGoHW4clQUAiI8Mx3+uG9xcQyQiImp2zPwQEbVw7646gv+sPSbdrzZZpdsR4ZzqRkREJGLwQ0TUgtWarXhu8X6vj187vEMTjoaIiCi4cdobEVELVl5j9vrYjqcmK5r8ERERhTpmfoiIWrAyg+fg5/6JXRn4EBERuWDwQ0TUgnnL/Nw2NruJR0JERBT8GPwQEbVgX2w47rZtep8M6NnTh4iIyA3X/BARtVB55bX4Yftp6f73d45AcrQOSdHhzTgqIiKi4MXgh4iohSqsNEq3Z/TPxDntE5pxNERERMGP096IiFqoilrnep8Z/TObcSREREQtA4MfIqIWqtRgkm6f2z2tGUdCRETUMjD4ISJqocQy15N7MvAhIiKqDwY/REQtVJkj8xPPfj5ERET1wuCHiKiFKnVkfhIiWd2NiIioPhj8EBG1UKVS5ofBDxERUX0w+CEiaqHKpMwPp70RERHVB4MfIqIWipkfIiKihmHwQ0TUQjHzQ0RE1DAMfoiIWqjiKiMAICGKmR8iIqL6YPBDRNQClRvMqKi1AADaxEc082iIiIhaBgY/REQt0KkyAwAgOTocUbqwZh4NERFRy8Dgh4goSFUbLbBYbR4fqzFZAQDRDHyIiIjqjcEPEVEQqjJaMOqFP3HpO+s9Pm6y2IOi8DD+GSciIqovfmsSEQWhA3kVKDWYseNkGTbnlCgeW3GgAJtySgEAWg3/jBMREdUXvzWJiIJQpaOYAQBc9s567M4tBwDkldfihg834ZVlBwEw80NERNQQ/NYkIgpC+RW1ivtL9+YDAEqqTYrt4cz8EBER1Ru/NYmIgtDKA4WK+/9efggmiw1Gi1WxnZkfIiKi+uO3JhFRENp5yj7N7YJ+mdK2l/44AINJGfyEqVVNOi4iIqKWjMEPEVGQKTeYkVtWAwAY2SlJ2v7u6qPY5FL8wHUaHBEREXnH4IeIKMjsPVMBAGibEIH2iZGKx15ddkhxv6iKwQ8REVF9+T34sVqtePLJJ5GVlYWIiAh06tQJ8+fPhyAI0j7XX389VCqV4r/zzjvP30MhImqRxOCnZ0Ys4iK1Pvdlk1MiIqL68/u35gsvvIC3334bH3/8MXr16oXNmzfjhhtuQFxcHO69915pv/POOw8ffvihdF+n0/l7KERELdK6w0UAgP7t4xEfGe5xn7YJEdCFqfHw1G5NOTQiIqIWze/Bz7p16zBjxgxMnz4dANCxY0csWrQIGzduVOyn0+mQnp7u77cnImrxxPU+fdrEIS7Cc+ZndJcUPHdJn6YcFhERUYvn9+BnxIgReO+993Dw4EF07doVO3bswNq1a/Hyyy8r9lu5ciVSU1ORkJCAc889FwsWLEBSUpLH1zQajTAajdL9igr7lBCz2Qyz2ezvf0KjiWMKxrGFIh6P4MLjUbcqo73BqU4DhKtsHvcJUwl++Qx5PIILj0dw4fEILjwewSWYjkdDxqAS5Itx/MBms+Gxxx7DwoULodFoYLVa8cwzz+DRRx+V9vnyyy8RGRmJrKwsHDlyBI899hiio6Oxfv16aDQat9ecM2cO5s6d67b9iy++QGRkpNt2IqKW7PFNGlRZVHi4nwWZkcAfp1TYXarG8SpnWeue8Tbc1sNzYERERBRKDAYDrrrqKpSXlyM2Ntbnvn4Pfr788ks89NBDePHFF9GrVy9s374ds2fPxssvv4zrrrvO43OOHj2KTp06YdmyZZgwYYLb454yP+3atUNRUVGd/8DmYDabsXTpUkyaNAlare/FyhR4PB7Bhcejbn3mLUOt2YYVD4xG24QIAEBxlRHDXlgl7TOgfTy+umVIo9+LxyO48HgEFx6P4MLjEVyC6XhUVFQgOTm5XsGP36e9PfTQQ3jkkUcwa9YsAECfPn1w/PhxPPfcc16Dn+zsbCQnJ+Pw4cMegx+dTuexIIJWq232D9uXYB9fqOHxCC48Hp5ZrDbUmu0ZnfgovfQZpcaFoX+7eGw/WQYAGJyV6NfPj8cjuPB4BBcej+DC4xFcguF4NOT9/R78GAwGqNXKCtoajQY2m/fpGadOnUJxcTEyMjL8PRwiohZlx6ky6XakzjkNWK1W4fs7R+BEiQFL9+bjqqHtm2F0RERELZvfg58LLrgAzzzzDNq3b49evXph27ZtePnll3HjjTcCAKqqqjB37lxceumlSE9Px5EjR/DPf/4TnTt3xpQpU/w9HCKiFuXSt9dLt3VhyjWQKpUKHZKicPPo7KYeFhERUavg9+Dn9ddfx5NPPok777wTBQUFyMzMxG233YannnoKgD0LtHPnTnz88ccoKytDZmYmJk+ejPnz57PXDxERERERBYzfg5+YmBi8+uqrePXVVz0+HhERgd9//93fb0sUMgRBgEqlqntHanEKK41170RERERnTV33LkQULA7kVaLPnD/w8h8HmnsoFABv/HlIuv3ZTUObcSREREStE4Mfohbkw7+OocpowWt/Hoafq9RTEDhcWAUAGJqViFFdkpt5NERERK0Pgx+iFmRXbrl022xl8NOaFFTU4q/DxQCAW8ewoAEREVEgMPghaiEsVhv251VK940WazOOhvzpr8NFGPLscul+epy+GUdDRETUejH4IWohjhZVw2pzZnvERpjUshVVGXHTx5sU21JiWPmSiIgoEBj8ELUQZQaz4j4zP63D4YIqRSCbHK1DagwzP0RERIHA4IeoGSzZnYfRC//Ej9tz6/2cylpl8MPMT+tQ4ChvPSQrET/cNRK/3TeqmUdERETUejH4oQb7ecdpvLvqSHMPo0X7ZvNJnCypwX1fbsduWREDX6qMFsV9Zn5ah1OlBgBAaowO/dvFM+tDREQUQH5vckqt25nyGtyzaBsAYGy3FHRPj23mEbU8giBg+f4C6f75r69Fm/gIvHblORjYIcHr8yprXYMfZn5ag3WOCm/ntPd+7ImIiMg/mPmhell9sBA5RdU4UlAtbTsgqzxG9Xcwv8ptW25ZDV5ddtDn81yDn1ozMz8tncFkwcZjJQCAsV1Tmnk0RERErR8zP1SnnafKcO1/NwIAXr2iv7S90LFWgRrGbPWcsamrZ2mVUbnmh31+Wr5dp8phstqQEadHp5So5h4OERFRq8fMD9VJ3lhTHvBYbDz5Phve1upUuqzpcVXlkvkxc9pbi1dtsh/T1BgdVCpVM4+GiIio9WPwQ3XSh2mk2wfznVPdePJ9dsQqbd3SYvD4tB5IjAq3bzf5nsbmGhxZbPz8Wzqj42chPIx/iomIiJoCv3GpTqsOFkq3Vx9y3vY2fYt8E9fq6LVq3DImG+9fOwgAYDD7zvy4rvkxcdpbiycWrdDJLjAQERFR4DD4IZ+qjBb8tOO0dD+/wjntjSffZ0fM/Oi09hPeCMf/a0y+g8mle/MV9y0MPls8cQqkjpkfIiKiJsFvXPLJV0U3Zn7Ozut/HgIA5BTZK+dFhovBj/fMz5bjpdLtbMfCeAuDzxbPJGZ+tPxTTERE1BT4jUs+ydf4uGLmwT6F7cftuThZYqj3c/Y7AsoCR/EIMfipNllRWWv2+Jwtx0uk211SowEAz/y2D0cK3ctmU8vBaW9ERERNi8EP+SRmfmYOauv2GKe9AW+uOIz7vtyOGz7aBKGuWtUArLIKeUOzEgEAkTpnxXn5FEO5/Wfsx+Efk7oiTGP/tS2vMePpH/ec9dip+YnBT7iGf4qJiIiaAr9xyaf9eRUAgCFZSRjZOUnxWKhPeyuuMmL1oSIAwOGCKqw7Ulznc44XO5vEfnTDEABAtCz4qajxPPVtnyMI7Z4RC4Os6tvu0+Ue96eWYe8Z++8Xp70RERE1DX7jhqgV+wtwyyebUVzlu1FpblkNAKBjUiSyk6MVj4Vy8HPXF1sxcMEy7DhZJm27Z9G2OrM/4jTCvm3jEBHunOp057hOAIC88hq355itNhwucAQ/6THYlVshPRYfoa1XxomC04aj9oBZHgATERFR4DD4CVE3fLQJS/fmY87Pe33uJ/YhiQjXYFLPNMVjP24/jS82nAjYGIPZrzvPuG0rqTbhpT8O+nzeoXz7Gp0uqTGK7RlxegDAmfJat+ccLayG2SogWheGtgkRinVBOcUG/G/LqQaPn5pffkUtiqpMAIBLBrRp5tEQERGFBgY/Ie6PPXk+H5cvyB7dJRlf3ToMD03pJj3+2Pe7Ajq+luaNFYdR4aVoAWAvHQ4AiVFaxfaMuAgAwB97892KHohTD7unx0ClUknHRPTodzwGLdFfh+1TJvu0iUNnl2CYiIiIAoPBT4gzWmxSyWXPjzv7kKhUKgzNTkLbhAjFPqE0/e1UqcFn+W8AuPWTzV4fMzk+K63LAvd0R+YHAF5Ysl/x2B+O/j7d0u0nyAmRysDJYuO0t5bor8P2KW8jOyc380iIiIhCB4OfEORaovrXXcopXFuOl2DCSyux9USpM/MjW5CdFKVT7P/DtlxMfmUVXv7jAACgsNL3OqKWShAETH5lNaa8utrtsQcmdZVu/320xO1xkRgohrs0tcyMdwaUv+1yZuPOlNdIU+y6Z8QCsBdKiItQBkDUclQZLbjhw434dqt9uuIoBj9ERERNhsFPCKo2WRX3jxRWweBosFluMOPSt9fjSGE1LnlrHcS19PI+JPEumYdXlx3CwfwqvPbnYVzzwQYMfmYZvtzY+tYCFVYZYXD57ERi41GRtyIEZot9u2vmR57N0csCo+0nypzvkWx/j37t4rHx8QmK59eaPY+Lgs+yvflYcaBQuj+oY0IzjoaIiCi0MPgJQWKgI/puay56PvU7Xlt+CO+vOerxOTrZCXm7hEjFY2JFOABY4yj9vCu39ZVgPlrofXqgaybmhJemp1LmxyX4UalUGN3FngEQp7cBQK3FGdQMy3aWGteFabDmn+PrfD9XtWYrTpXWvyEr+d++vArFfb2WDU6JiIiaCoOfEFRt9NxL5uWlB732jZEHP3GRWiy9f4zP97C2snUoKw8UYPaX270+nharV9xffajIY/bHueZH5fbYxefYK37Je8cWO6qBXdgvExq18jntEiPRp00cAOCYj3Vbcvcu2oZRL6zA7lYYnLYU+84414w9e3GfZhwJERFR6GHwE2IEQcCyfQVeHxdLW8uFO4odyHVJi8GNI7O8vk5rm4Z1/YebkFfhXoZalBqjw2c3DUXvNvZ1OU/+sBvP/rbPbb8jjuyRNsz9V08Mbqw25zEQSyEnRYd7fN+OjqlwvopWiMxWm1Q84fMNx+vcn/yv3GDG6oP2KW/f3TkCVw1t38wjIiIiCi0MfkLMyoOFeH6xvZqYuIZEzmhxD1q8La5/YHJXtE90ToFb9sAYPDatOwCg1kMQ1VKVVJvq3CdMo8aoLsmY0c/Zr+X9NcdQUOkMmJbvy8e+M/YpT65rfgAgTG3fZpGlfsQmtMnROrf9ASAryf755xTXHfzsPOXM9qySrTmhpvPNlpPS7W5pLG9NRETU1Bj8hJhtx0ul249P7+H2uKegpZ1LaWtRtC4M/71+sHQ/Ozka8ZH2DEWthyCqpfJW2rqHo/oa4JzGNnNwO9w3oYu0fdEG58nuQ//bKd12XfMDyDM/suDHEXgl15H5WbTxZJ0lx/8+Wizdrqi1eC3KQIFTUePs4RSlC2vGkRAREYUmBj8hJqfYvtj9sWndMaFHmtvjnjI/bV0KHMh1To3GZzcNxXd3joBarZIWb7emaW8H85XBz2c3DcW8Gb0UU5a0jqxNXIQW90/qiteuPMe+74bjMFlssNoERQbJc+bHHvzI+/YUOTI/ruXFRYM7Jkq3952pwId/HZOyRa7kwU+V0VKvjBb5lxjM3isLkImIiKjpMPgJMaUGMZNgP5l+6fJ+iserjZ6CH8+ZH9GoLskY0N5erlcs09yapr3tl2V+Prx+MEZ1Sca1wzsiRZaNUbsUI5jaOx1psToUVhqxePcZbJFl3ADPBQ80Gg+ZnzrW/LRLjESM3p5BeG35Icz9eS/GLFwBk8X983ctirDjVJnH16TAEXtgpcR4DmaJiIgosBj8hBjxan9ClP1k+tKBbRWPe1rU3y7Re+bHVWvM/Jx2lPJeeFlfjO+eKm3v7ai05olWo8b/De0AAPjwrxxsP6kMfjyto3LN/AiCIGV+vK35AZyZueX77YUsqk1W/LE3z20/sUfRgPbx9n/PkgNeX5MCQzyeKV6CWSIiIgosBj8hpsxgX3OQEOn75EteVrmuzI+ceFJfLlvb0NIdKawCACS6fGZtEyLx9W3DsWT2aI/Pu3Joe4Rr1Nh+sgwr9jsLDAzJSsTADu6NLTUqZbU3g8kKoyODkxjl/XjFOz5z+RKeU6U1+Ozv49h+skzaJvZ3mtQzHYA9o+U6pY8CS5z2luQjmCUiIqLAYfATYqocPX6iZYutP7phsNt+8qlXHRLdq8J5IwZV4vS6lu7H7bk4VWrP/MRFumdrhmQlont6rNt2wJ6tuaBfJgBgvWO9zQOTuuLr24YjzEfBg4P5Vfjwr2NSAKnVqBAZ7r0RZvcM96ph/9tyCk/8sBsXvfkXAMBmE6SpiJN6Otd6MfhpWkWVdWfyiIiIKHAY/IQYcTqaXus89OO6pUpToUSxjnUkqTE6tE+q/7S3+Cit431seObXvS0+A/TvZYek2/FeSn77cv2Ijor7CT4yOGGydUBzf96LXMd0u7gIrVufJblbx2Sja1o0ACDLUf3tcEGVYp8a2TTEjDi9dLwraz03vKXGqzVbYbUJqDZa8O9lh3D+62tQ7Zh66G0NFxEREQUWa62GCJtNwM7ccmkaVYRWmUmIkGUWosI1ePHyfli86wyeOL9ng94nRheGMLUKFpuA99ccw8ZjJfjx7lGN/wc0k75t43DUUSigIWufRH3axmFQhwRsdhQ8SPWx0F2jVl6LOFNuX3/lrc+SKCMuAkvuG4MqkwW/7TyDR77bpXh8c04JSg3OIDRCq0GnlGhsPVGGX3eewZVD2GjT32pMVoz71wrkV7hX3gvXqBHDMtdERETNgt/AIWLuz3vw8frj0n29a/Cjdf4opMXqMaVXOqb0Sm/w+6hUKkWp5h2nyrHleAkGdkj08azgJWZc/nleN7fPrL6uH9lRCn7a+SgbHuZSMU6sDBatrzvjpFarEKvXelwbdNk766XbEVoN1GrnNLq1h4tQbjB7nNJHZ2/byVKPgQ9gLw/vK5NHREREgcNpbwG0P68SS3afae5hAIAi8AE8BD+yzM/wTkl+fe8DeVV17xSETpfV4PttuQDqzr74MqVXOnpmxKJNfASyU7yvn9K4BD/ilEGdh/VB3tQ1nSrcUYp8Wp8MadvXm096253OUkWN+3TCyHANnr24D969ZmAzjIiIiIgAZn4CxiYAF7xpv+L+672j0CvTe1nkpqbVqNxOtOMinD8Kgzq6VyJrjDAPPW1agteWO9f7+Co4UBetRo3v7xoBjUrlsdCByDXzU+EIfsSApT7qquInBlRDs5OgC1PDaLHhmd/24bze6Wc1rc+fKmvNiNaFtYqsyJnyGul2fKQWk3qk4ZmL+zToWBIREZH/8Zs4QI5UOE/glu7Nb8aRuNOFuZ/I3zq6E87tnop+beMwrmuqh2fV35Pn91RUs3r0u1347O/jPp5Rf4IgYOuJ0ibpI/TbLmfWLrYeU8980YVpfAY+gHvm52yCn5g6xhkvm942a3A76faJEkO930O0cMl+XPTmX1LvqMb4cXsu+s9bilccBSYO5lfil52nYZNNoWxJch0VArNTorDtyUl48fJ+DHyIiIiCAL+NA2RHifNE9tVlh/DTjtOK8tFNTX4xXSx3Ldc+KRL/vX4wfrx7lM+KZPVx06gsbHp8AmYOsjdQtdoEPPHDbpgcxRbOVq3Zim5PLsElb63DUz/ubtRr1UdkuD0bNqhDAkZ3SQn4+4W5FDwQszThDZj2FqP3nszValS459wu0n35cY5u4AJ8q03AWyuPYPvJMry7+ggO5FVK1enqy2y1ocpowZnyGtz35XZYbYKUbbv9sy24+4tt+KoFTsmz2QQs3m1vMnvtsA6tIpNFRETUWjD4CZCiWuX9exdtw3dbTzXPYABEytb4XDqgbcDfT6VSQQXlSd/Rosat/fns7+NSAPX15lNYtPFEo16vLkaLPbv07CVNM12pTUIEhmU7C0OUOHolNeS9fRVlODB/Km4alSXd757u7A9kFRoWmB+THctTpTWY8upqjHz+zwa9xpX/2YQ+c37HI986q9NpNSqU15hxtNBeYW/TsZIGvWYw+OtIEXLLahAVrpH6PBEREVFwYPATIGab+9XeTTnNdyInlrh+8vyeeKqB5avPVn+X3kHVHjJO9SUIAv46XKTY9uh3uxqdTfJFfG1dE01X0qhV+PLW4Zja215lL89R6vpsA6//G6YsYa12mVY3uaezmp/F2rDgZ8/pCun2rzud0wPN1vodD6PVXglQEIBVBwtlzxew53S5c1wtcNrbl5vs2apLB7ZFEpuZEhERBRUGP36270wFft+TD7OHc8C0WH3TDwiAxWqTTiIvOadNk5U1njW4HVY+OA6dHBXOTJazP5F9d/VRrDhQ6La9MQFVXUyOE/mmXqshVmwT+/xoGzDtDQCuHtoeWclReGBSN5/7qdUqqTmqpZ5Bi2h3brnH7fVtalvhY5nQthNl0u3NOSUQGpiVak5nymukYPCic9o082iIiIjIFau9+dnUf69x3HLP/FTWBu5E3ReT7MRWp226E3mVSoWOyVEIdxRYMDXwBFvu+cX7pdsf3zgE1/13IwD7Z9rYNUqe2GwCzI5sSEPW3PhDYpQyW9DQt3/m4j7S7Z4Zsdh7pgIjO3suXy4GVg09Nkcc09LcthdUKYpdeFNY630dzGZZhvR0eS2OFFahc2qM1/0Dbdepcmw9UYprhnVwy565Wn+kGIC9n1LfNsFT4ZGIiIjsmPkJsNFdkqXbzRX8GGVpqKY+kQecmRPzWU5Rq6hVZhPGdk1Baoz9BLvSWL9MQ0MpA8azL3N9NpJdevUs3pV31q/17jUDcc+5nfHarHM8Pi5WoGvItLdjRdX4c38BAOXPNwBc/Z8NKDf4PibFVUZ8cUT5cxgZrpF+Nrc4GsKKJr682u1noCld8MZaPP3THqmIgS9itm5qn/Q6q/sRERFR0+O3c4A9fF53zL+oNwB7H5PmUFRl7zQfGV53ueVACHf0+TnbzM9/Vh+Vbt8xrhMAINpR1ayqngFlYQ2kRfT1YbQ0X8CY6JLJOrf72Zceb5cYiX9M7uZ17YnWkck4UliFwwX1K0jxj6+3S7dvHp2teMxiE/DMb3vx9I+7cdpL9bfl+wtRaXbPoOgdWckKxzHtI8uczPt5b73G5k9mqw2H8iul+3/uL/A5Be+nHafx4u8HAABt4iMCPj4iIiJqOAY/AabXahArnqgHcH2KL7sc6zN6ZsQ2y/tLmZ+zDH5yy5yl8wa0tzdgjdHV/zO12gQs3KnBlNf+wqvLDqLGVHePoF92npZua5u4Sat8jc/lA9vi8ek9AvZeYgPa5xbvx8SXV9WZtTGYLNgqW5PTITHSrXrg15tP4eP1x/HB2mMeXyOvwn48L+qXIQU4w7OTFJXqkqLC8cmNQ6T7/9vSsEqJRwurMOWV1YpeTQ11yyebMemV1dL9b7eewnUfbvLYe8hsteGhb3ZI97ukNd80PSIiIvKOwY8feerjExGukXqoNHfw06dt86xBEE/mjWc57a28xrk6XgygxGae9ZlKaDBZYHJU33t12SG89uchn/sLgoDHv3f2EWrqPi1juqRgSFYi7p3QBS9e3g/xkf5f0yRybaz6uuOz2XK8BDd/vAnfbD6JFY4pbgCw46Sy0EG7xEi8NLMfNj42AV/eOgxxEc5iGp4yP5tySvDDdntA0j4pEt/eMQKvXtEfc2f0krJ5ADCldzoSosJx7fAOAICUmIZVTXtzxREcyK/EnZ9vbXCj1D2ny9HxkV+x0kOBjdUHC7H7tHuxh2NF1dLPd1yEVlGynIiIiIIHgx8/8lR2WR+mbtCJeiDsOmU/WevbTMGPOG3sbDM/J0ucJ9FJjilhYkC59UQp8h2ZhIpaM06WGNyeb3DJ9Kw55H5SK/f30ebtLRMRrsHXtw3HA5O6Bvy9xDUqolOl9s/6oW92Ytm+Ajz0v5244aNNUkZoy3HnZ/PbvaOl4Ck1Vo9h2UnY/tQkPH2BvZS6PGasqDXj8e934fJ31uNkaQ2itQIu7p+J8DA1LjqnDdomREq/JwAwpZe9DLfYJ6ehTVjl2boNDegVtOV4Kaa/ttbnPhe+8Zdbtbtcx+fWMyMWmx6fiNSY5qnsSERERL75PfixWq148sknkZWVhYiICHTq1Anz589XzJUXBAFPPfUUMjIyEBERgYkTJ+LQId9X41sCsSmmnF7rzPw0x5ofq02QerL0aabqU+K0t7PpySMIAk44AprLBrbFkCz7FXUxS/DJ+uMY+uxybD1RihHP/YmxL65ArkvGocasPC6RWt8n0n/uz5duPzTFd7nols51mtsZRyDpmqUTS1gfK7Ifi4emdEPPTPdplCqVSlqztP5IMQRBwJLdZzDxpVX4fIO9Ke3MgW3weH8r2iYo18XsOFkm3R7ZyV6dTswklRlM2HemAl9tOoFBC5bimV/d1wAdyKtESbUJP27PVazvkgdsvpgsNlzzwQaPj90xrpNiLdbtn20BAPy4PRcXv/WXVKQhOUbX5KXRiYiIqP78Xur6hRdewNtvv42PP/4YvXr1wubNm3HDDTcgLi4O9957LwBg4cKFeO211/Dxxx8jKysLTz75JKZMmYK9e/dCr29ZV0y/33YKG46WIDEqHFcP6+D2uF6rQVqsDioVUFRlQk5RNTomRzX4PSK0GpzXO6PB4ztSWIUasxVR4RpkJUc3+Pn+IGZ+5v68F5N6pqFtQmS9n1tUZUKN2QqVCnjm4t7SFDTXTMDbK49I0woPF1QpFpzXmJQn8qmx3qdQfbf1FN5fY1+r8sT0Hm4L+lsb1748B/IqkFNUjfaJkYogUgzsqxzV9WL13v90tE+0H99Sgxl95/yBSsdxyU6OwjMX98Gg9rH47bfjbs+7fkRHfLQuBxf1z5QKc6Q4CjWUGsyY+e56KXv6/ppjeHy6s1nv7txynP+654xNdT3WeAFAblmNlCVUqYDlD4zF0z/tQYekSDwwqSti9Vq8sMRecv1UaQ3WHirCfV9uB+DsTeRaqY+IiIiCi9+Dn3Xr1mHGjBmYPn06AKBjx45YtGgRNm6092URBAGvvvoqnnjiCcyYMQMA8MknnyAtLQ0//PADZs2a5e8hBdS3W3Kx9nARAOCtlUcUj4WpVdCoVUiK1qFf23hsP1mG3afLGxT8lBvMuP8r+0Lq3XOnNHj6z07HlLdemXFu6zuaivyK+Y6T5Q0KfsSsT0asHrow54L4TqnKQO5YkfNKf0m1UfGYa+Yn3UuzWYvVhge+di5azwyBil0PTO6KhUsO4Moh7XGkoAobc0rw4h8HUG1STtEUM0HVRvtnGe0j+DmnfQJuG5ONd1cfRaXRApUKuGtcZ9x9bmfotRqYzZ4zoPdP6oohWYmY3DNN2pYQFY7EqHCUVJvcpo3e9+U2PH1BLyRGheNXH4UN6ipwUWOy4p1VR7A/z54h1ahV+Pq2YchOicanNw2V9rt9bDYuPqcNhj23HAAw75c9bq/VK5O9fYiIiIKZ34OfESNG4L333sPBgwfRtWtX7NixA2vXrsXLL78MADh27Bjy8vIwceJE6TlxcXEYOnQo1q9f7zH4MRqNMBqdJ7QVFfaTFLPZ7PVEqqnE6r33gLHYBGl82cmR2H6yDIfyKmDukVLv1y+ucq5h2XWyBIM6JDRofDtO2qfj9MqMabbP6vYxHfEfR+Wvkqpar+MwWWyKKXJ3LtouBTWZ8XrF864YkIG9uWVYtMleBUxeprmwQvkelQaXYMhk8TiG5bKF/QCQEhXW7D9fgXbziPYY1yUJHRIjsTGnFBtzSrDjRClOlSnXAlXXmmA2m6Wpm3qNyudnc/nATLzrKFGeGq3DfedmA7DBbLZJz3N9fmQYMKl7MgSbFWabM2C5oG86Pl5/wu09ftx+GhFaNeZf2BNmlymnUeEadEmLxvaT5aiq9f134l+/H8AHfzkzUVabgL5efl+SIjWYObANvt6Si4P5ytLg/dvF4bJz0lvcz4y340HNg8cjuPB4BBcej+ASTMejIWPwe/DzyCOPoKKiAt27d4dGo4HVasUzzzyDq6++GgCQl2dvFJiWlqZ4XlpamvSYq+eeew5z58512/7HH38gMrL+WYRAOJmrhnzpVLhakCqLAcBvv/0GADAVqwBosHbnIWTXHKj365+uBsTD9Puqv1GQ3LDKVX/vtY/PVHAUv/12pM79A2VIihobC9XYuH0XYgt3uj2+qVCFRUfUuK6LDf2SBHyfo8aqM7K1E9Ul0mcpvaYGWOThR3jLrn1IK3Neld9VYv/sRYePHcdvvx3DvjIVvjqixqxONnSPF7A0V7nfvi3rcHrX2f+bW5JDAIpqASDMLfABgNV/rUfebgF5xRoAKuzZvgWmY95/Fmss9tcCAKu51u3YAcDSpUvrNba+Nudrudq0/yR+C8vB/qPK38NnBhixKs+E7dDgyPGT+O234zDb7P2e0iMBeRL0+632f5MoXC14HK+og9l9PB2jBcxMK8bKZX/U698UjOp7PKhp8HgEFx6P4MLjEVyC4XgYDO4Fr7zxe/Dz9ddf4/PPP8cXX3yBXr16Yfv27Zg9ezYyMzNx3XXXndVrPvroo3jggQek+xUVFWjXrh0mT56M2Njm6V0jyh5QiQveXC/d/+iGIXjixz046lgYPm3aNACAdm8BfjmxHcdr9Zg2bVy9X3/+r/sB2K96d+zeG9OGtJMeO1RQhbdWHoVWo8IzF/VS9IcRvXV0HVBRhYkjh2BU56Sz+Bf6x9bf9mNj4QlkduiMaZO7SNsFQcCWE2X47D+bAAD/PajBofmTcd+TypPIwT07YdqkLnCVPaACM976W7EtPr0dpk3rJd03bj0FHHAukE/NyMS0aX2l93h7nwYH5k7C/uWHgRP2DFWHxEjMvHBks00VbA5Wm4B/7V6OGrNzjVT3tGjsz69C/4GDMK5rCp7bswqoMeLcMSN8FtAQBAGPbLL/MYyMjMS0aaOlx8xmM5YuXYpJkyZBq9V6ewmFPsOq8cLvB3HH2GysOVSEf/9pD+R7dMzAtGl9seq73UC+vTfTxO4pmD79HFRvPoXvc/YiPjkV06YNwK2fbcWKA0V4cFIX3DYmS3rtF/evQYnRub7poxuGYHBH7xlWm03AuwdXSM1Yl80ehQ5JzXsRpjHO5nhQ4PB4BBcej+DC4xFcgul4iLPC6sPvwc9DDz2ERx55RJq+1qdPHxw/fhzPPfccrrvuOqSn20vY5ufnIyPDuYA/Pz8f/fv39/iaOp0OOp37InWtVtvsH3afdon49o7huPRtewAUH6XHVUPaYcFvBzCpR6o0vq6OBqNFVSYcLDTUe23AJ387p/tU1Fql1zNarLjivY3SYvLpfdtgYs80t+eXORa0p8RGNOtnlRBlP36VJqtiHPN/2evWDNPTODMTIj1u79M2UVoTIvpqcy4WXNxXCgYNFmWGwmwFlu4vUmx7Y9Ux1Dj2u2poezwytTv0utD6w6qFssrbxscm4K4vtgIArIIKWq1WWvMTH6Wv98+TTfB8TBvy+9s1Ix4fXG9venqs2BmomKwCigwWGK32YzeqczJennUOtFotYiLtP3P786rQd95yae3Xu2uO4ZrhWYiL1KK8xiyV997x1GTERdZvPNkp0djuqE7XMSVGKtDQkgXD31Ny4vEILjwewYXHI7gEw/FoyPv7/RvbYDBArVa+rEajgc1mP6nKyspCeno6li9fLj1eUVGBDRs2YPjw4f4eTpOIDHfGkDH6MPzf0PZ4oI8Fr8zsK23vkOQscuDaI8SbTTnKEr0vLz2IK95dD0EQUFhplAIfALj5k8244cONinLSgiBIQYG8+WRzEN9frC52prwGN3+8yS3wAYBXlh5025bmpUiBWq1CLw8ll8V/9wNfbcecn/cpHluyJw93fr5VsW3HqXKpWlzbhAjE6kPzj+q4bqkAgOyUKKTKikzc/tlW7DtTgSpHIYT6FN64e3xnAMCcC3rVsWfDiL1/AOCPvfmY9u81KKmyH+8L+2VKxy7e8TN3prxWUfSistaCfvP+QEFlLfafsV8pahMfUe/ABwCePL8nEiK1uHt851YR+BAREYUKv39rX3DBBXjmmWfw66+/IicnB99//z1efvllXHzxxQDsfUBmz56NBQsW4KeffsKuXbtw7bXXIjMzExdddJG/h9Mk5H09onRh0KhV6BAN6GTbtRo1xnWzFzqoT7NTm03A5e+sd9u+4VgJtp0sQ1GVye2xFQcK8dSPu6X7W0+UwmwVoAtTIyXGe3nnpiAGPxWO4OelPw5i2b4Cj/v+e/khabrZyzP74b4JXTCxh3tWS+Rpalp5jRmCIOC7bbnSNnnjS9Eto+3Tnworjag21v/EvrV65uLeuHFkFr64eRgAQK91/gy/tfIIxHZdvqq9iWZP7IJ1j5zrMSPZGHqtBvMv6i3dLzWYsee0/YKCTjZeeZVB0Y0jndPdnv9tP/Y6gp8eGQ2bPjuwQwK2PjkJD7byPlBEREStjd+Dn9dffx2XXXYZ7rzzTvTo0QMPPvggbrvtNsyfP1/a55///Cfuuece3HrrrRg8eDCqqqqwZMmSFtfjR6RTBD/eq791kPqfuAcurlwDpBjZCXlhpRHFVUbXpwAAvtx0Urq9P68SADCiUxL0Wu/jagqumR/5NDVPrDYBsfowzOjfBvdP6gq1j7U357RzX5/x3uqjKHZ5D7NVOf3tuuEdcMmAtgCA3FKDVBY8Obp5A8XmlBEXgacu6In0OPvvorwsudioWK0CIurx8xSmUQesXLhrJlNcfyMfl+txvHpoezx5fg/EOzI8323Lxbxf7GvBPDVsrYvYc4qIiIhaDr8HPzExMXj11Vdx/Phx1NTU4MiRI1iwYAHCw51XYVUqFebNm4e8vDzU1tZi2bJl6Nq1q7+H0mTaJkTitjHZ+MekropeNK7iI+2fQanBvRyfxapsxOkaIK195Fzptslikxo3hrtMuZFf7T5RbC+6IJ9y11xiXYKfNYcK63zO+O6p9So4cMe4Tnhieg9kyfon/W/LKQxasEyxn2sDyutHZjkzUrUW5JbVICkqHOd2T63zPUPFHeM6SbcLKu0Bd7QurNlP/MULCa7kGSn58VapgPkz7E1y/5g9RtouZrJ6ZsQEZqBEREQUVDhZ3U8endYD90xwr0Yml+C44lzmGtgcKkLvOb/j8w3OXiNioQJRXIRWav5YXmOG0bGGISFKeQW8pNokTQE6LgU/zV+JSgwyKmstqDVb3bIwANA9XXkCeuWQ9vV67fAwNW4enY1z2sd73adtlIB3rj4HVw+1v2asPgwZcXrEuEzf6pQa3exZsmCSFqvHY9O6A3CuVQuGYLpbegzauGSVwtQq9G0b77wvuzAwtXe6lD1MjdXj+Uv6KJ6bEdf6G9oSERERg58mleDIypRWKwObx3/YhVqzDY9/71yv46kogpjVya+ohcmRKeqREYsuqdEYkpUo7XfZ2+thswk4XhI8wY+4CL2ixrk+AwBuG5st3R7cMVHxnKFZyvt1uffcLorpgQBw/YiOWPWP0XiorxX92sbhqQt6Yu6FvfDFLcOg12oQFR6m6PnS3IUhglGU4zM1OLKNnVOjm3M4AOzrflY9NA4TZFm6wR0T3dZrvXJFP0zplYYFFymDnVlD2qNTijOIiwhnwEtERBQKGPw0Iee0N2XmR5AlQaw2+51dp9yDnz5t7eWxN+WUoNbRiyVGr8XSB8biq1uHSfvVmK04U1GLfY7F3O0Tm/9KfWyE/aTUYhPw1+FiAMCE7qm4y1ERDLBfzZdr6NSqjslR2PbUJJzXK13adsPIjop1J7owDa4b0RG9HT1q1GqV4oQ5nsGPmxiXynfyoKE5hWnUuHqYPZOXnRKFZ12yOQBw8Tlt8e41gzwWP5D/u+qzhomIiIhaPgY/TUic9lZeY4bVJmD+L3vx4/ZcRbbhlaUHIQgCjpdUS9uSHCduw7LtTUr/PlqC+Y6F2mKxBZVKhUemdpee8/bKw9LttgnNP6UnQqtBmFjBzVHKun+7eMTqtdK/YXSX5Ea/T5hGrVj34emk11X3dOdi98TouvcPNcOylRm4Ae29NwBtauO7pWLzExOx/IGxijVf9XEov1K6HcnMDxERUUgI3Zq+zSBBlvn535aTUo8b+dqFN1YcxpCsRJwscTZynD3RvpYo28PJnbzS3O1jO2HbiVL8vicfy/Y6y0gHwxoWlUqFyHCNVJULAEZ3tZf+XvbAWFQZLX5bSyJv1BmtC4PF4ru0eJ+2/9/evYdFWeZ9AP/OIAc5CnggERdTSRQPiIHyGuKahYpKqdFGgahbaG3aVr6xa+sh18NmuFlda+56KnNrr8ps87Aqrl3plvmykgdEwQOYqOhuBIgwMPN7/6AZQSlFR57b5/l+/pI54O+5vtwz85v7ue/HD1//cE0llT7Yq6K9jwd6dfTF4ZL6mcRBXQM1rugKk8l007vzNZxZ5GlvRERExsCZnxZkv4hida0N//vRQcftF67atjr3dBlKvq9vfrIe6YvHB/4MQNOngTW8xhAAdG1Xvx7jXHk1AODJuLuveY5WGn7ATOgVhH4hbQAAIQGe11xnpeH1ZZrrwV71G0N08m99Q6fO2Rqcdziwizof7FWy6OE+iOzcBh88OVDznd6c5fkHruww6fETuzQSERGRfrD5aUFXL8a3s9Q13ua6oroWIvWnij0UGdzow+bjAxvvgHb8wqVGP1+9GL2dQtesabiu4se2k3790X7oHOCJDzNib/r/GRFxF5Y/HoVNz953Q4/v4Hvl+lL2BpUa693JDxum/Q9i7tZPcxh/z5W/wZ+6jhQRERHpB097a0Emkwnjozrhw5xvr7nPw9Xs2MTg5MX6Xdo6B3he8y37rFE98cn+ElTW1J/Kdby0stH9V+/s1tZHnTUsrd0abCzwI03G2H7BGNsv+Jb+HxezCQkRQdd/4A/S/ycU31VZMKr3Xbf0/9KdpUtbL6xMG+DYiISIiIj0jzM/LWzJhL5o73PtbEyQrwcmRHUCAPxfUf36k6YWcHu4uiD3d8Mx/ofHvpwY3uj+Tv5XNT8Kzfy4uVxp5AIV2ljAvZULMkeEN7pGDBnDsPAOiPoZ13kREREZBZsfDbwzOdqxLsUusrO/Y5eysqr66wDZt7a+WisXM14d3wf7Xx6OhIjGsxXtvN0REXxl/Uy7JhotrXzTYPvuXh2bPjYiIiIiotuFzY8GegT54u0nBjS67ZWkiGvWBP3UBTdNJpPjoqkNmc0mvDdlIKYM7oLkASEIa+/TxLO1cW9o/Tfs94d3UGIHOiIiIiIyFq75UYS3e6tG16cBbv7Ci36tXTErsaczynKqReP6YEfeeaTFhmpdChEREREZEGd+NGQ/9c3nh6bH66qZH73NjnRt542nhnTV3XERERER0Z2BMz8aWjKhL+7yO4akyPrdzbyvan5au7E3JSIiIiJyFjY/GvLxcMWcMb0cP7u5NG52OENCREREROQ8nFpQyNAe7dEj6MoGBa4ujIeIiIiIyFn46VohHq4u2PzsfY6ffTw4MUdERERE5Cz8dK0Ys9mE958ciJMXL6FHkO/1n0BERERERDeEzY+CBt4diIF3B2pdBhERERGRrvC0NyIiIiIiMgQ2P0REREREZAhsfoiIiIiIyBDY/BARERERkSGw+SEiIiIiIkNg80NERERERIbA5oeIiIiIiAyBzQ8RERERERkCmx8iIiIiIjIENj9ERERERGQIbH6IiIiIiMgQ2PwQEREREZEhtNK6gJshIgCA8vJyjStpWm1tLaqqqlBeXg5XV1etyzE85qEW5qEW5qEW5qEW5qEW5qEWlfKw9wT2HuGn3JHNT0VFBQAgJCRE40qIiIiIiEgFFRUV8PPz+8nHmORGWiTF2Gw2lJSUwMfHByaTSetyrlFeXo6QkBCcPn0avr6+WpdjeMxDLcxDLcxDLcxDLcxDLcxDLSrlISKoqKhAx44dYTb/9KqeO3Lmx2w2o1OnTlqXcV2+vr6a/zHQFcxDLcxDLcxDLcxDLcxDLcxDLarkcb0ZHztueEBERERERIbA5oeIiIiIiAyBzc9t4O7ujtmzZ8Pd3V3rUgjMQzXMQy3MQy3MQy3MQy3MQy13ah535IYHREREREREzcWZHyIiIiIiMgQ2P0REREREZAhsfoiIiIiIyBDY/BARERERkSGw+aE7HvfsICIiInIuvX6+YvPTTNXV1VqXQA2UlZWhrq7O8bNeB+qd4vjx4zh+/DgANMqFtHHo0CF89NFHsFqtWpdCAAoKCrBkyRIcPXpU61IIQGFhIeLi4vDuu+8C4PuH1s6dO4eSkhJcvnwZAGCz2TSuyNgqKioa/ayn8cHm5wZZLBY899xzSElJQWpqKr744gutSzI0i8WCp59+GiNGjMCoUaOwePFi2Gw2mEwmrUszrJ07d6J79+4YP348AKBVq1YaV2RcFosFkydPRp8+fbB//36YzXyp15LVasXTTz+N3r1748iRI7hw4YLWJRmaxWJBamoqevTogd27d+Pw4cMAwPcPjdTW1uKpp57CoEGDMHr0aIwYMQLV1dV83dJIbW0tMjIyMHLkSIwfPx7vvPMOAH2ND/5l3YBPPvkE3bp1Q25uLuLj45Gbm4vMzEx89NFHWpdmSOvXr0fXrl1x+PBhzJw5E8HBwXj//fexdu1arUsztKNHjyIuLg4XLlzAn//8ZwCc/dHCG2+8gcDAQOTn52P//v2YP3++rt607kRZWVn45ptv8Pnnn2PlypUYPHgwAH19k3qnWLRoEfz9/VFUVITCwkKMHj0a586dAwDOkGrgzJkziIuLQ0FBAdavX4/p06fj9OnTeOmll7QuzZBOnDiBe++9F/n5+Zg5cyb8/PywaNEiZGRkaF2aU/Gr2es4fvw41q1bh0mTJmHOnDkAgEcffRTJyckoKCjQtjgDKi0txebNm/Hss8/ixRdfBAAMGTIE8fHxcHNz07g6YxIRmEwmFBUVISwsDEOGDMG8efOQlpYGNzc3x/10+5WXl2POnDmIjo5GdnY2ACA/Px+urq5o3749fHx8NK7QWEQEVVVV2LBhAyZNmoSYmBh8+eWXOHjwIHr27Il+/frB29tb6zINY+XKlfjrX/+KNWvWYMKECQCAqKgoxzfbLi4uWpZnSF988QUuX76MDRs2ICgoCIMGDUJ2djZfqzSyZcsW+Pv7Y9OmTfD09ERiYiLefvttTJs2DQ888ACSkpJ0MSN35x/BbWL/Rs5isaBPnz5IS0sDUP/NULt27eDi4uJY20C3nz0Pf39/zJw5E+np6Y77SktL0aZNG7Rp0wb/+c9/tCrRsOyNzYULFzBq1ChMmDABrq6umD17NgCgqqpKy/IMwT4+fH19sWTJEuTm5mL79u145JFHkJiYiISEBNx///1YvXq1xpUai8lkQklJCU6cOIGEhAQ8//zzGDduHNauXYtx48bhoYceQnl5udZl6p597chDDz2E3NxcR+MDAF5eXmjdujXfzzVSVlaGgoICBAUFAQDOnj2LAwcOICAgALt379a4OuMpLCxEXV0dPD09HV9c2t9fFixYoJvPWGx+rvL1118DuPJiGR4ejt/97nfo0qULgPpvhiwWC6qqqjBo0CDN6jQKex72wefq6oo+ffqgbdu2AIDMzEz06tULVVVVmDp1KoYNG4bNmzcD4GLJ2+Hq8QFcyaasrAyXLl1CWFgYMjMz8ac//QkpKSnIzMzUzQumaq4eHwAwceJEdOvWDQ8++CB8fX2xatUqvP766+jduzdmzZqFnTt3alWu7jU1Pjp16oTAwEDMmjULRUVFyM7Oxqeffors7Gzk5ORg/vz5PP3tNrl6fAQEBDi+rLHfFhMTg7y8PHh4eDS6nZyvqfExaNAg+Pn5ISYmBuPHj0fnzp3h5+eHTZs2YeTIkZg3bx5qa2u1KlnXmsrDx8cHHh4e2Lx5s2Os7NmzB3PnzsWhQ4ewdevWa55zRxISEZENGzZIx44dJTAwUE6ePCkiInV1dY77bTab498VFRXSvXt3+eqrr1q6TMNoKg+r1XrN42bMmCE7duyQmpoaOXbsmDz11FMSEhLSwtXq3/XyqK6ulu7du8v58+dFRGTu3Lni4eEh7u7ukpOT02j80K273uvVvn375KWXXpKLFy86bjt58qQkJSXJyJEjW7pc3fupPP773//K5MmTxcfHRx5++GGxWq2OsfOXv/xF/Pz8pKqqSqvSdelG3z9ERAoLC6Vz586yevXqlivQYJrKo7a21nH/yZMnZcuWLdKzZ0955513HLevW7dOvLy85PTp0y1dsq41lUdNTY2IiOTl5UlSUpL4+flJcnKyeHt7S3R0tJw5c0aSk5Nl9OjRGlbuPJz5AfDee+9hwYIFiIuLQ3h4OBYtWgSg8fm/Ddcs7NmzB5WVlQgLC3Pcdv78+ZYrWOd+LI+G55nav3XIysrCsGHD4Obmhu7du2PAgAGw2WzIz8/XpHY9ul4eNpsNIoL+/ftj/fr1iIyMxJtvvonk5GR4enri+++/h8lk4uYHTnIjr1dRUVH47W9/i8DAQMdtoaGh8Pb2hojg0qVLLV63Xl0vD39/f8drlNVqhdlsdswuREREwM3NDUeOHNGsfr25kfePhjw8PODu7u7YXpmc68fyaLgbaGhoKL777ju4uLjg8ccfd7y/Dx48GBaLBQcOHNCkdj36sTzs63PDw8OxbNkyLF26FG3btsW6deuwd+9edOzYERaLBZ07d9b4CJzD0M2PfWeXbt26YdiwYVi8eDHGjBmDXbt2YdeuXY0e09CGDRsQHx8Pf39/7N+/H0OHDsXUqVPv/GlAjTUnD/sb2dUL6f/9738jLi4OPXr0aLnCdepG8zCbzaisrMTGjRuRmZmJwYMHIy8vD0uWLMHw4cPx2GOPAeDW17eqOePDZDJds5D+8uXLKCkpQUREBLy8vFq0dj26kTwsFgsAYMyYMXjiiSfw6aefYseOHY7GaPfu3ejXrx/69eunxSHoys28n4sIgoOD0aFDB3z11VcAdHA6jyKam4eIwGw2o7S01PH+vmnTJvTv3x/R0dEtXr/eNCePkJAQpKen480338TYsWMB1F+Dqbi4GN26ddOkfqfTctpJK8eOHbvmNBz7FOyhQ4dkzJgxjU4NafhYq9UqY8eOlVdffVWeeeYZMZvNkpqaKhaLpWWK16FbyUNEpKysTIqKimTKlCnSpUsX+eyzz5p8HN2Y5uZh/9v/+9//Lvv27Wv0vH/84x/yyiuviM1mYx43yRnjo7i4WCZNmiTh4eGSk5Nz+4vWsebmYT/97cSJE5KamipeXl7y8MMPyy9+8QsJCAiQt99+W0T4enWzbnV82Gw2mT59usTGxkplZeXtL1jnmpuH/XTE7du3y5AhQyQiIkKWL18u6enpEhAQIEuXLm2x2vXoVsfHqVOn5Ntvv5WUlBSJjIyUoqKi2190CzBU8/PBBx9IaGio3HPPPRIdHS0rV6503Ncw8FWrVknPnj1l1apVItL4XOHi4mIxmUxiMpkkNjZW8vLyWu4AdMYZeWzbtk1mzJghQUFBEh8fL8eOHWu5A9CZm82j4bnbVz+eH+hunjPGx5YtW2Tq1KkSGBgo8fHxUlBQ0HIHoDPOGh/Lly+XF198UdLT0yU/P79litchZ4wPu4yMDJk6dapj3QM1nzPGx549e2T06NHy4IMPytixYzk+boEzxkdVVZXMmjVLAgIC5L777pPCwsKWO4DbzDDNz7Zt2yQ0NFTeeust2bp1q/z6178WV1dXWbFihWOxqX0QfvvttzJ58mS59957paKiQkSuLAY7dOiQJCcny/bt27U5EJ1wVh7FxcWycuVK2blzpzYHohO3mgdnPp3LWePj1KlT8tZbb8mOHTu0ORCd4PhQi7PysM/KMZ9bc6t5VFdXO36X1WqVsrKylj8IHXHm61Vubq58/vnnLX8Qt5numx97hzt37lyJiopqFOq0adNkwIAB8vHHH1/zvM8++0wGDBggs2fPlm+++UZGjRolxcXFLVa3Xjkrj8TERObhBMxDLXy9UgvHh1qYh1qYh1qYx43T/YYH9gXxeXl56Nq1K1xdXR17xs+fPx8eHh7YuHEjzp07B+DKgq+hQ4ciOjoa8+bNQ1RUFOrq6tC+fXttDkJHnJVHbW0t83AC5qEWvl6pheNDLcxDLcxDLcyjGbTuvpxt27Zt8qtf/UqWLl0qe/fuddy+YsUK8fHxuWaae8WKFRIWFia7du1yPLayslKWLl0qLi4uEh8fLwcOHGjZg9AR5qEW5qEW5qEW5qEW5qEW5qEW5nHzdNP8lJSUSGJiorRv315SUlKkd+/e4ufn5/iDOHr0qAQHB8vLL78sItJoYWNQUFCjHUUOHz4sMTExjS62Rc3DPNTCPNTCPNTCPNTCPNTCPNTCPG6dLpqfS5cuSVpamiQnJ8uJEycct0dHR8vEiRNFRKS8vFzmz58vrVu3dpzLaD8/csiQITJlypSWL1ynmIdamIdamIdamIdamIdamIdamIdz6GLNj6enJ9zd3TFx4kR06dLFcSX5kSNH4siRIxAR+Pj44LHHHkP//v3xyCOPoKioCCaTCcXFxSgtLUVSUpK2B6EjzEMtzEMtzEMtzEMtzEMtzEMtzMM5TCIiWhfhDLW1tXB1dQVQf4Vms9mMlJQUeHl5YcWKFY7HnTlzBvHx8airq8OAAQPwr3/9Cz169MD69evRoUMHrcrXHeahFuahFuahFuahFuahFuahFuZx63TT/DRl8ODB+OUvf4m0tDTYbDYAgNlsRmFhIXJycrB371707dsXaWlpGldqDMxDLcxDLcxDLcxDLcxDLcxDLcyjeXTb/Jw4cQKxsbHYtGkToqKiAAAWiwVubm4aV2ZMzEMtzEMtzEMtzEMtzEMtzEMtzKP5dLHmpyF7L7d79254e3s7/hDmzp2L6dOno7S0VMvyDId5qIV5qIV5qIV5qIV5qIV5qIV53LxWWhfgbPaLPH399dcYN24ctm/fjieffBJVVVV499139X/hJsUwD7UwD7UwD7UwD7UwD7UwD7Uwj1vQklvLtZTLly9Lt27dxGQyibu7uyxatEjrkgyNeaiFeaiFeaiFeaiFeaiFeaiFedwc3a75GT58OLp3746srCx4eHhoXY7hMQ+1MA+1MA+1MA+1MA+1MA+1MI/m023zY7Va4eLionUZ9APmoRbmoRbmoRbmoRbmoRbmoRbm0Xy6bX6IiIiIiIga0t1ub0RERERERE1h80NERERERIbA5oeIiIiIiAyBzQ8RERERERkCmx8iIiIiIjIENj9ERERERGQIbH6IiIiIiMgQ2PwQEZGmJk6cCJPJBJPJBFdXV3To0AHDhw/HqlWrYLPZbvj3rFmzBm3atLl9hRIR0R2PzQ8REWkuISEBZ8+exalTp7BlyxYMHToU06dPR2JiIurq6rQuj4iIdILNDxERac7d3R1BQUEIDg5G//798Zvf/AYbN27Eli1bsGbNGgBAVlYWevfuDS8vL4SEhGDatGmorKwEAOzatQvp6en4/vvvHbNIc+bMAQDU1NTghRdeQHBwMLy8vBATE4Ndu3Zpc6BERKQpNj9ERKSkn//85+jbty8+/vhjAIDZbMayZctw+PBhrF27Fjt37sTMmTMBALGxsfjjH/8IX19fnD17FmfPnsULL7wAAHjmmWfw5Zdf4v3338eBAwcwYcIEJCQkoKCgQLNjIyIibZhERLQugoiIjGvixIkoKyvDJ598cs19jz76KA4cOIC8vLxr7vvwww+RkZGBixcvAqhf8zNjxgyUlZU5HlNcXIy7774bxcXF6Nixo+P2+++/H9HR0ViwYIHTj4eIiNTVSusCiIiIfoyIwGQyAQB27NiBhQsXIj8/H+Xl5airq0N1dTWqqqrg6enZ5PMPHjwIq9WKsLCwRrfX1NQgMDDwttdPRERqYfNDRETKOnLkCLp06YJTp04hMTERU6dOxe9//3sEBARg9+7dmDx5MiwWy482P5WVlXBxcUFOTg5cXFwa3eft7d0Sh0BERAph80NERErauXMnDh48iOeeew45OTmw2Wx47bXXYDbXL1f929/+1ujxbm5usFqtjW6LjIyE1WpFaWkp7rvvvharnYiI1MTmh4iINFdTU4Nz587BarXi/Pnz2Lp1KxYuXIjExESkpqbi0KFDqK2txRtvvIHRo0djz549WL58eaPfERoaisrKSmRnZ6Nv377w9PREWFgYUlJSkJqaitdeew2RkZG4cOECsrOz0adPH4waNUqjIyYiIi1wtzciItLc1q1bcddddyE0NBQJCQn45z//iWXLlmHjxo1wcXFB3759kZWVhcWLFyMiIgLvvfceFi5c2Oh3xMbGIiMjA8nJyWjXrh3+8Ic/AABWr16N1NRUPP/887jnnnuQlJSEffv2oXPnzlocKhERaYi7vRERERERkSFw5oeIiIiIiAyBzQ8RERERERkCmx8iIiIiIjIENj9ERERERGQIbH6IiIiIiMgQ2PwQEREREZEhsPkhIiIiIiJDYPNDRERERESGwOaHiIiIiIgMgc0PEREREREZApsfIiIiIiIyBDY/RERERERkCP8PYxJcLIBLGPYAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAzYAAAG5CAYAAABcNqFlAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8rg+JYAAAACXBIWXMAAA9hAAAPYQGoP6dpAACkJ0lEQVR4nOzdd3iTVfsH8G+SJulM9wJaWqBQ9h5l76UoAi5UBEFfFVw48XWAorhxgeL4ia+IG5zIFpC99y6jhQ466G7SNHl+fyR5mjRJm3Qlab+f6/Iyz8iT05y05H7uc+4jEQRBABERERERkQeTuroBREREREREtcXAhoiIiIiIPB4DGyIiIiIi8ngMbIiIiIiIyOMxsCEiIiIiIo/HwIaIiIiIiDweAxsiIiIiIvJ4DGyIiIiIiMjjMbAhIiIiIiKPx8CGiIioHkkkEsyfP9/VzSAiavQY2BAR1ZPly5dDIpHY/O+5556rl9fcuXMn5s+fj7y8vHq5fn0YOnQoOnXqZPNYdna2zcDg2LFjmDJlClq2bAlvb280b94co0aNwkcffWR1Da1Wiw8//BC9e/dGQEAA/P390bt3b3z44YfQarU1bvfhw4dx9913IyYmBkqlEiEhIRg5ciS++uor6HS6Gl+XiIhqxsvVDSAiauxeeeUVxMfHW+yz90W+tnbu3IkFCxZg+vTpCAoKqpfXcLWdO3di2LBhiI2Nxf3334+oqCikpqZi9+7d+OCDD/DII4+I5xYXF+OGG27A1q1bceONN2L69OmQSqVYu3YtHnvsMaxatQp//fUX/Pz8nGrDF198gQcffBCRkZG45557kJCQgMLCQmzatAkzZ85Eeno6nn/++br+0YmIqAoMbIiI6tm4cePQq1cvVzejVoqLi53+8l9fXnvtNQQGBmLfvn1Wwdu1a9cstufOnYutW7fio48+wpw5c8T9Dz30EJYsWYI5c+bgqaeewieffOLw6+/evRsPPvggkpKSsGbNGgQEBIjHHn/8cezfvx/Hjx+v2Q9HREQ1xqFoREQu9vfff2PQoEHw8/NDQEAAbrjhBpw4ccLinKNHj2L69Olo1aoVvL29ERUVhfvuuw85OTniOfPnz8fTTz8NAIiPjxeHvV26dAmXLl2CRCLB8uXLrV6/8lCv+fPnQyKR4OTJk5g6dSqCg4MxcOBA8fiKFSvQs2dP+Pj4ICQkBHfccQdSU1MtrllSUoLTp08jOzu7Dt4hS8nJyejYsaPNjFRERIT4+MqVK/jyyy8xfPhwi6DGZPbs2Rg2bBi++OILXLlyxeHXX7BgASQSCb799luLoMakV69emD59epXXOHToEMaNGweVSgV/f3+MGDECu3fvtjhHq9ViwYIFSEhIgLe3N0JDQzFw4EBs2LDB4rzTp09jypQpCAkJgbe3N3r16oXff//d4Z+HiKixYGBDRFTP8vPzkZ2dbfGfyTfffIMbbrgB/v7+ePPNN/Hiiy/i5MmTGDhwIC5duiSet2HDBly4cAEzZszARx99hDvuuAPff/89xo8fD0EQAACTJk3CnXfeCQBYvHgxvvnmG3zzzTcIDw+vUbtvvfVWlJSU4PXXX8f9998PwJAtmTZtGhISEvDee+/h8ccfx6ZNmzB48GCLeT179+5F+/bt8fHHH9fotavSsmVLHDhwoNqsyN9//w2dTodp06bZPWfatGkoLy/H2rVrHXrtkpIS8eeNjY11qt0mJ06cwKBBg3DkyBE888wzePHFF3Hx4kUMHToUe/bsEc+bP38+FixYgGHDhuHjjz/Gf//7X8TGxuLgwYMW1+rXrx9OnTqF5557Du+++y78/PwwceJErF69ukbtIyLyWAIREdWLr776SgBg8z9BEITCwkIhKChIuP/++y2el5GRIQQGBlrsLykpsbr+d999JwAQtm3bJu57++23BQDCxYsXLc69ePGiAED46quvrK4DQHj55ZfF7ZdfflkAINx5550W5126dEmQyWTCa6+9ZrH/2LFjgpeXl8X+f/75x+q69gwZMkTo2LGjzWNZWVlW11m/fr0gk8kEmUwmJCUlCc8884ywbt06oayszOK5jz/+uABAOHTokN3XPnjwoABAmDt3brXtFARBOHLkiABAeOyxxxw6XxCs39+JEycKCoVCSE5OFvelpaUJAQEBwuDBg8V9Xbt2FW644YYqrz1ixAihc+fOglqtFvfp9Xqhf//+QkJCgsNtJCJqDJixISKqZ0uWLMGGDRss/gMMWZi8vDzceeedFtkcmUyGvn374p9//hGv4ePjIz5Wq9XIzs5Gv379AMDiDn5devDBBy22V61aBb1ej9tuu82ivVFRUUhISLBo79ChQyEIQr2UOR41ahR27dqFm266CUeOHMFbb72FMWPGoHnz5hZDsAoLCwHA5nAxE9OxgoICh17bdF5V16yKTqfD+vXrMXHiRLRq1UrcHx0djalTp2L79u3iawQFBeHEiRM4d+6czWvl5uZi8+bNuO2221BYWCj2R05ODsaMGYNz587h6tWrNWonEZEnYvEAIqJ61qdPH5vFA0xfWIcPH27zeSqVSnycm5uLBQsW4Pvvv7eaIJ+fn1+Hra1QuZLbuXPnIAgCEhISbJ4vl8vrpR2AYR6Qud69e2PVqlUoKyvDkSNHsHr1aixevBhTpkzB4cOH0aFDBzH4MAU4tjgS/Jgz9UlV16xKVlYWSkpK0K5dO6tj7du3h16vR2pqKjp27IhXXnkFN998M9q2bYtOnTph7NixuOeee9ClSxcAwPnz5yEIAl588UW8+OKLNl/v2rVraN68eY3aSkTkaRjYEBG5iF6vB2CYZxMVFWV13Mur4k/0bbfdhp07d+Lpp59Gt27d4O/vD71ej7Fjx4rXqUrlwMCkqvVWzLNEpvZKJBL8/fffkMlkVuf7+/tX2w5bvL29UVpaavNYSUmJeI4tCoUCvXv3Ru/evdG2bVvMmDEDP/30E15++WW0b98egKHwQrdu3Ww+/+jRowCADh06ONTWNm3awMvLC8eOHXPo/NoYPHgwkpOT8dtvv2H9+vX44osvsHjxYnz66aeYNWuW2O9PPfUUxowZY7e9RERNBQMbIiIXad26NQBDJa+RI0faPe/69evYtGkTFixYgJdeekncb2uIkr0AJjg4GACsFu68fPmyU+0VBAHx8fFo27atw8+rTsuWLbF582aUlpZaBVNnzpwRz6mOKSuWnp4OwFBmWyaT4ZtvvrFbQOB///sfvLy8MHbsWIfa6uvri+HDh2Pz5s1ITU1FTEyMQ88zCQ8Ph6+vr/hzmTt9+jSkUqnFNUNCQjBjxgzMmDEDRUVFGDx4MObPn49Zs2aJQ9nkcnmVnx8ioqaCc2yIiFxkzJgxUKlUeP3116HVaq2OZ2VlAYCYHRGM1c9M3n//favnmNaaqRzAqFQqhIWFYdu2bRb7ly5d6nB7J02aBJlMhgULFli1RRAEi9LTzpR7Hj9+PLRaLZYtW2axX6/X45NPPoFCocCIESPE/f/884/V6wPAmjVrAEAc5hUTE4MZM2Zg48aNNtep+fTTT7F582bMnDkTLVq0qLadJi+//DIEQcA999yDoqIiq+MHDhzA119/bfO5MpkMo0ePxm+//WZR9S4zMxMrV67EwIEDxeFu5u8nYMiItWnTBhqNBoAhIB46dCiWLVsmBnPmTJ8fIqKmghkbIiIXUalU+OSTT3DPPfegR48euOOOOxAeHo6UlBT89ddfGDBgAD7++GOoVCoMHjwYb731FrRaLZo3b47169fj4sWLVtfs2bMnAOC///0v7rjjDsjlckyYMAF+fn6YNWsW3njjDcyaNQu9evXCtm3bcPbsWYfb27p1ayxcuBDz5s3DpUuXMHHiRAQEBODixYtYvXo1HnjgATz11FMADOWehw0bhpdffrnaAgITJkzA6NGj8cQTT2Dv3r3o378/SkpK8Pvvv2PHjh1YuHChRcnqRx55BCUlJbjllluQmJiIsrIy7Ny5Ez/88APi4uIwY8YM8dzFixfj9OnTePjhh7F27VoxM7Nu3Tr89ttvGDJkCN59912H3wMA6N+/P5YsWYKHH34YiYmJuOeee5CQkIDCwkJs2bIFv//+OxYuXGj3+QsXLsSGDRswcOBAPPzww/Dy8sKyZcug0Wjw1ltvied16NABQ4cORc+ePRESEoL9+/fj559/tliTZ8mSJRg4cCA6d+6M+++/H61atUJmZiZ27dqFK1eu4MiRI079bEREHs1l9diIiBo5U7nnffv2VXneP//8I4wZM0YIDAwUvL29hdatWwvTp08X9u/fL55z5coV4ZZbbhGCgoKEwMBA4dZbbxXS0tJsllR+9dVXhebNmwtSqdSi9HNJSYkwc+ZMITAwUAgICBBuu+024dq1a3bLPWdlZdls7y+//CIMHDhQ8PPzE/z8/ITExERh9uzZwpkzZyx+Jltts0etVgvz588XEhMTBaVSKfj5+Qn9+vUTVqxYYXXu33//Ldx3331CYmKi4O/vLygUCqFNmzbCI488ImRmZlqdr9FohMWLFws9e/YU/Pz8BF9fX6FHjx7C+++/b1Ui2hkHDhwQpk6dKjRr1kyQy+VCcHCwMGLECOHrr78WdDqdeJ6t9+HgwYPCmDFjBH9/f8HX11cYNmyYsHPnTotzFi5cKPTp00cICgoSfHx8hMTEROG1116zanNycrIwbdo0ISoqSpDL5ULz5s2FG2+8Ufj5559r/LMREXkiiSDYyOcTERERERF5EM6xISIiIiIij8c5NkRERDCsB2Sv7LSJrbLcRETkHjgUjYiICMD06dPtVjMz4T+ZRETui4ENERERgJMnTyItLa3Kc7heDBGR+2JgQ0REREREHo/FA4iIiIiIyOO5XfEAvV6PtLQ0BAQEQCKRuLo5RERERETkIoIgoLCwEM2aNYNUWnVOxu0Cm7S0NMTExLi6GURERERE5CZSU1PRokWLKs9xu8AmICAAgKHxKpXKxa2xptVqsX79eowePRpyudzVzWny2B/uhf3hXtgf7oX94X7YJ+6DfeFe3Kk/CgoKEBMTI8YIVXG7wMY0/EylUrltYOPr6wuVSuXyjib2h7thf7gX9od7YX+4H/aJ+2BfuBd37A9HpqiweAAREREREXk8BjZEREREROTxGNgQEREREZHHc7s5NkREREREJjqdDlqt1tXNaFK0Wi28vLygVquh0+nq/fUUCkW1pZwdwcCGiIiIiNyOIAjIyMhAXl6eq5vS5AiCgKioKKSmpjbIupJSqRTx8fFQKBS1ug4DGyIiIiJyO6agJiIiAr6+vly4vQHp9XoUFRXB39+/TjIp1b1WWloa0tPTERsbW6t+ZmBDRERERG5Fp9OJQU1oaKirm9Pk6PV6lJWVwdvbu94DGwAIDw9HWloaysvLa1VemsUDiIiIiMitmObU+Pr6urgl1BBMQ9BqO5+HgQ0RERERuSUOP2sa6qqfGdgQEREREZHHY2BDRERERNSEbdmyBRKJxOMr0DGwaUCrD13BT/tTXd0MIiIiIqonQ4cOxeOPP261f/ny5QgKCgIAlJSUYN68eWjdujW8vb0RHh6OIUOG4LfffrN4zokTJ3DbbbchPDwcSqUSbdu2xUsvvYSSkhKn2nTo0CHceuutiIyMhLe3NxISEnD//ffj7NmzNf0x3RIDmwaiKdfhiR+O4OmfjyK7SOPq5hARERGRizz44INYtWoVPvroI5w+fRpr167FlClTkJOTI56ze/du9O3bF2VlZfjrr79w9uxZvPbaa1i+fDlGjRqFsrIyh17rzz//RL9+/aDRaPDtt9/i1KlTWLFiBQIDA/Hiiy/W14/oEgxsGkiJpqLKw+4LOdDq9C5sDRERERG5yu+//47nn38e48ePR1xcHHr27IlHHnkE9913HwDDApkzZ85E+/btsWrVKvTp0wctW7bErbfeij/++AO7du3C4sWLq32dkpISzJgxA+PHj8fvv/+OkSNHIj4+Hn379sU777yDZcuWVdnGzp07Q6lUIi4uDu+++67F8aVLlyIhIQHe3t6IjIzElClTxGN6vR6LFi1CfHw8fHx80LVrV/z88881fLccx3VsGkiJtiKwmbPyEEYkRuDL6b1d2CIiIiIizyAIAkq1tSsFXFM+clmdV2eLiorCmjVrMGnSJAQEBFgdP3z4ME6ePImVK1darSPTtWtXjBw5Et999x2effbZKl9n3bp1yM7OxjPPPGPzuGloXGUHDhzAjBkz8PLLL+OOO+7Azp078fDDDyM0NBTTp0/H/v378eijj+Kbb75B//79kZubi3///Vd8/qJFi7BixQp8+umnSEhIwLZt23D33XeLQ+7qCwObBlJaVm6xven0NRe1hIiIiMizlGp16PDSOpe89slXxsBXUbdfmT/77DPcddddCA0NRdeuXTFw4EBMmTIFAwYMAABx7kv79u1tPr99+/bYvn17ta9z7tw5AEBiYqJT7Vu8eDGGDBmCF154AVKpFG3btsXJkyfx9ttvY/r06UhJSYGfnx9uvPFGBAQEoGXLlujevTsAQKPR4PXXX8fGjRuRlJQEAGjVqhW2b9+OZcuW1Wtgw6FoDaSkzDV3GYiIiIjIvQwePBgXLlzApk2bMGXKFJw4cQKDBg3Cq6++anGeIAi1ep2aPv/06dPo27evxb4BAwbg3Llz0Ol0GDVqFFq2bIlWrVrhnnvuwbfffisWNDh//jxKSkowatQo+Pv7i//973//Q3Jycq1+nuowY9NAqgtsBEHgIlRERERENvjIZTj5yhiXvbYzVCoV8vPzrfbn5eUhMDBQ3JbL5Rg0aBAGDRqEZ599FgsXLsQrr7yCZ599Fm3btgUAnDp1SsyEmDt16pR4TlVM55w+fVrMntSFgIAAHDx4EFu2bMH69evx0ksvYf78+di3bx+KiooAAH/99ReaN29u8TylUllnbbCFGZsGUlpFYLMzORsdX16HH/alNGCLiIiIiDyDRCKBr8LLJf85e+O5Xbt2OHjwoNX+gwcPVhmMdOjQAeXl5VCr1ejWrRsSExOxePFi6PWWBaeOHDmCjRs34s4776y2LaNHj0ZYWBjeeustm8ftrVuTmJiIPXv2WOzbsWMH2rZtC5nMEOh5eXlh5MiReOutt3D06FFcunQJmzdvRocOHaBUKpGSkoI2bdpY/BcTE1Ntm2uDGZsGYitjk5Gvhq9ShqmfGz44z68+jtt7xzZ004iIiIiojjz00EP4+OOP8eijj2LWrFlQKpX466+/8N133+GPP/4AYFjr5s4770SvXr0QGhqKkydP4vnnn8ewYcOgUqkAAF9++SVGjRqFyZMnY968eYiKisKePXvw5JNPIikpyeZaOZX5+fnhiy++wK233oqbbroJjz76KNq0aYPs7Gz8+OOPSElJwffff2/1vLlz56Jv375YuHAh7rjjDuzatQsff/wxli5dCsBQQvrChQsYPHgwgoODsWbNGuj1erRr1w4BAQF46qmn8MQTT0Cv12PgwIHIz8/Hjh07oFKpcO+999bdm10JA5sGUlKpeAAADHxzM4L9FOJ2XKhvQzaJiIiIiOpYq1atsG3bNvz3v//FyJEjUVZWhsTERPz0008YO3YsAGDMmDH4+uuv8fzzz6OkpATNmjXDjTfeiJdeekm8Tv/+/bF7924sWLAA48aNQ2FhIWJjY3Hvvfdi3rx5Dg/ruvnmm7Fz504sWrQIU6dORUFBAWJiYjB8+HAsXLjQ5nN69OiBr776Cm+++SYWLlyI6OhovPLKK5g+fToAQzW1VatWYf78+VCr1UhISMB3332Hjh07AgBeffVVhIeHY9GiRbhw4QKCgoLQo0cPPP/887V4Z6vHwKaB2CpRWK4XkFVYsVhn82AGNkRERESernfv3li/fr3d4/PmzcO8efOqvU7nzp3rZP2XXr164ZdffrF7fOjQoVaFBm666SbcfffdVuWmAWDgwIHYsmWL3etJJBI89thjeOyxx2rc5prgHJsG4khVtIJSLfZcyIFOX7sKGERERERETQ0DmwbiSGBzODUPt3+2G4vWnGqAFhERERGRJ/v2228tSiqb/2caFtaUcChaA9lzIQcA0KVFII5esS4BaG7jqUy8cGOHhmgWEREREXmom266yWq9GRO5XN7ArXE9BjYN5HKOYdGiEYmReO+2rhj53ja759qaj0NEREREZC4gIAABAQGubobbYGDTANRaHTIL1QCA23vHQKvTV3l+odq6ghoRERFRU1N5Qjs1TnXVz7WaY/PGG29AIpFY1NFWq9WYPXs2QkND4e/vj8mTJyMzM7O27fRoqbklEATAX+mFSJUS3tWsYFtSpkN5NcEPERERUWNlGkZVUlLi4pZQQygrKwMAcfHPmqpxxmbfvn1YtmwZunTpYrH/iSeewF9//YWffvoJgYGBmDNnDiZNmoQdO3bUqqGe7EJ2MQAgPswPEokEPoqKTrujdwy+35dq9ZwiTTmCfBVW+wFg/6VcrNybgv+Ob49Qf8dqmBMRERF5CplMhqCgIFy7dg0A4OvrC4lE4uJWNR16vR5lZWVQq9U2yz3X9WtlZWXB19cXXl61G0xWo2cXFRXhrrvuwueff26xsE9+fj6+/PJLrFy5EsOHDwcAfPXVV2jfvj12796Nfv361aqxnuqSMbCJC/MDAHh7VXxAnh7TDk+PaYf7vt6PI6l54v4Xfj2O+Td1RJiNwGXKp7sAAJpyPZZM7VGPLSciIiJyjaioKAAQgxtqOIIgoLS0FD4+Pg0SUEqlUsTGxtb6tWoU2MyePRs33HADRo4caRHYHDhwAFqtFiNHjhT3JSYmIjY2Frt27bIZ2Gg0Gmg0FYtUFhQUAAC0Wi20Wm1NmlevTG1ypm0XsgoBALHB3uLzvpzWAxqtHiqlIcj5/O5u2HE+B8+uPoGycj3+PJoOnU6PD+/oave6h1Ouu+V71JBq0h9Uf9gf7oX94V7YH+6HfeI+7PVFWFgYgoODUV5ezvk2Dai8vBw7d+5E//79a51FqY5EIoFcLodEIrH5u+jM76fTLf3+++9x8OBB7Nu3z+pYRkYGFAoFgoKCLPZHRkYiIyPD5vUWLVqEBQsWWO1fv349fH19nW1egyjUAj//tQGBtkeKWTlwVgpAivwr57BmzVmLY2suVTyWAlBKZCiDIVrdcTYDa9ZctXFFQ7flFZVizZo1Tre/MdqwYYOrm0Bm2B/uhf3hXtgf7od94j7YF+5l2zb7VXwbijPzrJwKbFJTU/HYY49hw4YN8Pb2drphtsybNw9z584VtwsKChATE4PRo0dDpVLVyWvUpcISNXou2gqVjxz/PjXEYr6MPa+f2ApAg5uHJ6FbTFCV5751ahsK8wwV1AL9fTF+/CAAhmFnSuMQtsd2rQcA+Pl4Y/z4ITX/YRoBrVaLDRs2YNSoUU2yXru7YX+4F/aHe2F/uB/2iftgX7gXd+oP02guRzgV2Bw4cADXrl1Djx4V8zp0Oh22bduGjz/+GOvWrUNZWRny8vIssjaZmZniOMnKlEollErreSRyudzlb6QtxzNyIECC/NJy5Gv0UPlVHeAJgoDsIkOlhxah/tX+TEqvikDJWy6DXC7H2uMZmLPyIN6c3AVZRRXD9gK8vdzyPXIFd/28NFXsD/fC/nAv7A/3wz5xH+wL9+IO/eHM6zsV2IwYMQLHjh2z2DdjxgwkJibi2WefRUxMDORyOTZt2oTJkycDAM6cOYOUlBQkJSU581JuyxSkAIbKZdUpKdNBpzeMCQ30qb5jzK/p7+2F/BItHlxxAADw5E9HEOxbcY1QP1ZEIyIiIiICnAxsAgIC0KlTJ4t9fn5+CA0NFffPnDkTc+fORUhICFQqFR555BEkJSU1mopo10sqJjCtO5GBKJU3gv3sT7YpUBvO95JK4FPN+jWG61cETlqdHiMXb7X7+hqudUOVXMwuxtrjGZgxIK7a9ZLIkummgr+S6xYTERF5ojr/F3zx4sWQSqWYPHkyNBoNxowZg6VLl9b1y7hMnlng8f7Gc1h7PANrHx9s9/z8UkMgEugjd6iEnVZXUfHj+FXbYwqlEkAvAGXlDGzI0vSv9uJyTgmu5pVg4cTOrm6OxygpK8fQt7cgu0iD+DA/rJjVF82DfFzdLCIiInJCrVfc2bJlC95//31x29vbG0uWLEFubi6Ki4uxatUqu/NrPJF5xgQATmcUVnn+tQLDnJiQKrI65jpEV18wISEiAACgKdc5dE1q/EwlMC/nGCqHfLsnxZXN8SgHU64jadFmZBvnr13MLsaHG8+5uFVERETkrPpdSrQRKSvX4+FvD2DFnlSnnnc5x7A4Z8tQP4fOX35fb/SOC67ynNhQX7FNRKVlOoxevA2PfHdI3MdS/465mleKSUt3iplVE0fmzxEREZF7YWDjoF8PXcWaY7bX4qnKxWzDHfS4UMfW5IkI8MY7t9pflBMA+rcOBcDAhgw2nMrEuWtF+ONIGqJUFVX6ss0q6JFtx6/m29z/17F05PD9IyIi8igMbBx0PM3yC9BbkyqKKLz463F8u+eyzeddMmZs4sIcy9gAgNTGXJwuLQIBAO/d1hWDEsIAAGUsHkAAsgorvoBrzT4TvRZu5Jfzaqi1FcM5k1qF4rN7eorbD3xzwBVNIiIiohpi+R8HXcwutthuFlRxZ/yb3YagZkrPFhbr0ADAJePz4p0IbMIDrMs4//RgEqQSCeQyKVKM8yiYsSEAKDcLZnKKyyyOvfT7Cbw+sTMCfbkmgC0areG9G54Ygf+b3hsAsO7xwRjz/jYcuHwdaq2O1eWIiIg8BDM2DrqQZRnYmA/5sXdOuU6P1OvGoWhOBDbechn2vzASAWZlZ5VeMshlhu7ykkmM1+dECgLK9fY/B38dTcftn+1qwNZ4FrWxAIe3vOJPYUKEP0xJ04JKc2+IiIjIfTGwcYBaq8PVvFKLfSF+Cihklm9fcaUJx2l5amh1AhReUkTbCISqEuavtHuX3RTYaPXM2DRmV/NKca1QXe155sOpbKmucl9TVlpmDGzMMq1SqQQqb8PvXuWiAkREROS+GNg4wNYXQ3+lDNJK796UT3fhXGbFuYdSrwMAWob4Qiqtfg2byp4c3RYAcHuvGIv9cuMLCwKgq+JuPXmu7CINBr65GZOW7oTeRh+n5pZg6ue7se1sFjQcklhjauNQNG+F5XCzQB8GNkRERJ6GgY0DTqRZV06SSCTilyJzoxZvw9nMQuSXaPHY94cBODcMzdwt3Vtgy1ND8foky4UWTRkbwHKyODUeO85nQxCAK9dLcTWvFKm5JZj/+wmk5hqGNr6z/gx2Judg2v/tFbMO5Lzv9xnW+6l828E0z800lJSIiIjcHwMbB5xMK3Dq/O/2puBgynVxuzYrmMeF+UFWKdsjNxsCV9X8CvJceWYLwZ7NLMSDKw5g+c5LuPervQCANLOhkTvOZwMAHh+ZgJu7NcPd/WLR3oGFXpuaXw9dxe3LduHjzeeg1uqg1emRnm8Y6uentKyjYqpC+MQPR7BsazIAwyKoX/x7wW4FRCIiInItVkVzwMl0Q2AjlQCOxBHrT2Sib3yIuO2vrNu32css0NGW6wHrImrk4QrVFYHNzK/3i49NBSpM6yMBwAVj5T1/pRc+uKM7AEPhijb//bshmuoxPtp8DslZxdhzMReRKm90NgYvADBzYLzFuQ8NaY2/j2Ugo0CNJf+cx3+GtMZ7G87io83nAQCTe7RgtTQiIiI3w4yNA0wLHX48tQd6tQzCtATD0J8BbUJtnn81rxR/mS3m2SbCv07bY57BYQGBxqmwUiEKc9cK1TYX31SafdH2qlTYoryJD1lMzS1BslnVwl3JOUi+ZtjuHhuEyErFPSJU3lg9uz8AoEBdDp1eEIMagIufEhERuSMGNg4oUhu+ZLaJ8Md3s/qgZ5ghbbN0ak/8OnuAxbk9WwYDAP44kgYAUHhJMaFrszptj0QigZwlnxs102fOlhW7bA+Fal3FXK7cSuvbNDXmQ0MBYNWhqzh/rQgA0Drc9o2HYF+F+Pje/9trcSy7qGm/n0RERO6IgU01BEFAkfHueeUhZYG+cnSLCRK3o1TeaFXpy+U7t3a1miNTF7yMldEY2DROlReEjQ6syCh8aJY5MJnYrRn6twmze73MgsadYcgv1dqsHmdiaz2avZdyANjPqJoPNdtunMdk8vfx9Jo0k4iIiOoRA5tqaMr10BqDB39v23Nlvp3VFz1ig/D1fX0Q6m854cVPUT/j8LmWTeO183w2dibnWOwzTXI31y4yQHzct5X1sMiJ3SoyhReyi+qwhe7ly+0X0XXBenR9ZT22nc2yeY6tss07zhveY3sZm6p8vu2C00VFiIiIqH4xsKlGkdlcBz+F7cBmQJswrHp4ANpFBYjrX4jPqePCASamymjM2DQuer2AqV/sqfa85kE+mNa/pbgdbGMx13dv64ah7cIBVBTA8ATvrDuDh789UGUGxtymU5kAgEJ1OTYaH1dmCmzMgz2TxKgAq30mlTOwX0zrhSFtw6EXgJ3J2XaeRURERK7AwKYapsUPFV5Sh4aUBVX6gmkvGKotU2U0rmPTuPy4P9Wh89pHByDUr2IOiPl8EBOZVIJRHSIBAKfTrReZdUdanR4f/3Mea45l4MiVvGrPzy/VWmS3Suys6ZNiXP+nU/NAHJ0/Wtx/Q+doxIT42r3+5J4tLLabB/sgMdoQCF25XmrrKUREROQiLPdcDVM1KYXMsRiw8p1zH0X9xI5ixobr2DQqz606Jj5+9eaOePG3EzbP85JKLYY9hvhZBzYAkBhlWM/mVHoBBEHAY98fxu9H0tC5eSB+eag/FF7udW/DtAApAOiq+Wzr9QJe++ukxb6SMuuiC2l5pdh21pBd6RYTBJW3HKdeGYujV/LEYh/2+FQq6azykaNZoGFdqswC6+GBRERE5Dru9a3GDZkyIqY5LdWJCqxYjLNdZADiw+q21LOJKTN0JsNzhhiRc+5JisPX9/Wxeay4rBxBZsMeg+0GNgHwkkpwrVCDf85cw+/Gan3HrubjcGpenbe5tsyLJhSorefFmHvku0P4cf8VAMDwxAgAQLHGMmOj1enR/43NKNXq0KtlMHrEGgIZH4UMfVuFWpXFrqxyaBXoI4fKx3A/qLCKynVERETU8BjYVKOs3PDVRu5gxsa8etUvD/evl4poADC+c7ThNQ5crZfrk3vo2TLYZjamWFOOSLPPWpCP9RwbwDDHq3tsEADgvuX7LY59teNi3TW0jlgENqVVBw5bjYUCZFIJphiHjFXO2Kw+WPH7MWtQK0id/H2MD7McpuankCFAaXivq1priIiIiBoeA5tqlOudG4oWqfLGI8Pb4LERCVbloevS5B6GL3J7L+Uir4RrajRW/kovPDm6rdX+Yo0OKm85fp8zAGseHVRl5uGEnepdfx/PwKZTmQ5P0q9P6fmlKCkrx6UcxzI2giCgzDj/7Y85A8UiHZWDoRSzoW0Jkc5nT4e0jUCkqmLIn0QiEasjFlaTUSIiIqKGxcCmGs4ORQOAJ0e3wxOjrL+M1qWoQG80DzIMezub6fpSvtlFGrzw6zGcSMt3dVM8WutwQxWuEcahVQAQF2q98KapWl+XFkHo0ExV5TXtZXMAYObX+/HzwSs1aWqdSckpwcA3/8Hwd7aKWRgAyKliEcyC0nKUGX83W4X7IcG4Fs3Za4UWi5Gago/YEN8alXWWSSW4s0+sxT7TDYuqFlElIiKihsfAphrODkVrSHHGYTJX80qqObP+vfjrcazYnYIbP9ru6qZ4NNPCqzMGxIv7lGYT/Lu0CAQAceiVI965tWuVx9efsF0iuaEcSr0OnV5ARoEaqbkVlcY+2HQO6fm2K4+Zsjnecim85TI0C/JBfJgfBAG4/3/7ccpY3tpU5vnufrE2r+OIu/u1RESAEjMGxAEAVN7GoWgMbIiIiNyK+31bdzOmoWjuGNiE+hmGyKw9nuHilgBHjBPRBdePavJYer2AzEJDpa0As8VgfcwWef3mvr748t5emD2sjcPX7d8mDBcXjbd73NUf7eSsYrvHvt552WL7/7ZfxOtrTuFMhqF8tXk59TbGrM2By9fx2l+n8M/pa9huXISz8vpSzgjzV2LP8yPw8oSOACoW6i3V6sSqiUREROR6LPdcDdNQNLkTQ9Eayo7zhhK261x8xx0wzD2g2pn6xW7klRgyDKH+FQUD2kepMKRtOEL9FQj0lWNE+0inry2RSPDSjR2w5WwWtpkN9wJcH4xeyLI/lDK3WCM+Ts8vxSt/Gso7L99xCYDlArh940Ow4aThd2H7+WxsP1+xgGaQjXV+nGH++TafO7f2RAZu7GK96CcRERE1PPdLQ7gZdx6Kdk9Sxcrzgou/nUrd7+3xKHq9gN0XcsVtUzYOAKRSCb6+rw/eu61brV7jvoHx+N99ffDGpM7wNcsCrT/p2sD4gjFj8/z4RExLaon+rUPFY+ZD066aLYhpml9j/nPc0ScWt/eKsfka/VqF2txfEwovqTg8cM7KQ9iZnF3NM4iIiKgh8OtoNX4+YJhY7Y4Zm1mDWomP7a24Xh9sVdGSmt3RdocqW54mr7SiwlaLYB+L4Wd17Y4+sTixYIzFPrW24T4/5vR6QSzxPKJ9JF65uZPFnKKTxoVFASDDxoKYp41D0gBDJuXViZ2sznloaOtaDUWzRVNeMQRt94VcfuaJiIjcAAObKhy/mo+Npwx3s0u17jeW3l/pJa6Mfq1QU83ZdWPxhrPo+sp6nL9mOXzIPOzLL2UZXGeZD7la/fCAen89iUSC42bBzTkXVdbLKFCjVKuDl1SC2BBDMYwA74ogJL9UKw7Py8i3DmzGd46y2FZ4Wf9Je2p0u7psspUPN51D30WbLKqxERERUcNjYFOFfZcqhgZ1jwlyXUOq0CLYUPI5NbdhKqN9sOkcCtXlWPrPeXFfVqEGl3IqXj+HX/Cclm0sbdwqzA/hAcpqzq4b/kovJBmHaJ3OsL3WTX0zDUOLDfEVh3s+Oy5RbBdQUQHNVmDz3xs6VHn9KT1b1MsiuY+OSLDYzirUYO/FnDp/HSIiInIcA5sqeMmkiA/zw519YvHSjVV/gXKVlsY1Ti7n2K8sVVd+3JcqPja/M7610mR03rl2nuk9C/Gr3SR3Z7WLCgAAscpYQ7uQbcgUtQqvWKuneZAPvnugH6JU3gAqFt2sPBRtWlJLcS0nc7/PGYABbUIxvnMUnh5TP9maOcPa4KaulkUDHlxxsF5ei4iIiBzDqmhVuKdfS9zTryX0egHSerjrWxdahhqG71zOqd+MzbUCNZ755ai4XaDWotsr69G/dSjWHLMsN20+rIocY8pymVdDawimwOZ8FZXJ6tORVMOCrq1sLJ6p8vFCRoHhs7bmWDr+PJpuedzb9ryZLi2C8O2sfnXfWDMKLynu7BOL34+kifvMS3QTERFRw2PGxgHuGtQAQJwxsLlUz4FNeqVhQGuOZSCvRGsV1AAVw6rIcdddlLEJNb6eaR5LQ8oq1ODXw1cBACNtlLA2TfhPyS3Bw99aZ0MiA73rt4HVSGodio/u7I6XJxiyudFm7Xlr7WnM+nof17khIiJqQAxsPFxsAw1Fy6kmC+Ov9MKtPVsAgN3V4sm+Io1huJX5GikNwTRRv1DdsIHN+WuFGPbOFuj0AtpG+qNPfIjVOaaMzLxVx8R94QFKvHBDewxsE4ZxnaKsntPQJnRthi4tAgFYVkpbuiUZG09dsxqmSURERPWHgY2Ha2msJJWSW1Kva9lkFxoyCr1aBsPPRiniAW1C0bGZCoDrKmzZkltchj+PpqGs3L3vnJsCG78GDmxUPobXS84qxuC3/rEYWlWfVh+6Kv7MveOsgxpD26yHmu16bjhmDWqFFbP6Isy/YYosVEfpZfh9MJXMNi+dPfPr/eJCuuauFarxzM9HcPxqfsM0koiIqAlgYOPhoozDXzTl+nodTpRtzNjEhflh53MjrI6n5pYizFjNy53KPT+44gDmrDyET7Yku7opVSp2UcbGfJ5KSm4JHv3uUIO8brHG8OW/VZgfXrRTmMNPaRlAzxwYDy83XCjXW25okyljU1Dp83/XF3usnvOfbw7gx/1X8J9vDtR/A4mIiJoIp74lfPLJJ+jSpQtUKhVUKhWSkpLw999/i8eHDh0KiURi8d+DDz5Y542mCt5ymTgvo/I8mLpkytiE+isQ6Gt9J12t1cFLavg4ad1oXsHei4aS3Ys3noUgCFh3IgML/jiBkrJyF7fMUpHa9YGNM7afy8asr/fbLMHsiFLjgrKTe7aAt9z2YqS6SoteTu8fV6PXqm+VMzb2AvvrxWW4Vmh4vw6l5AEAruZx2CYREVFdcepbVIsWLfDGG28gISEBgiDg66+/xs0334xDhw6hY8eOAID7778fr7zyivgcX1/fum0xWYlSeSO3uAybTmUizF+BCFXdT6o2zbEJNw7/UXpJLeYUQAIovAxFFsrddBX2E2kF4h1ymUSCF9yohLerhqL5V6rkpXAwI3L3lxVZiC/u7eX065YYgwAfO0ENANzWKwbf7a0oMW4roHYHSmPGRq3VQxAEm8UzBEFAn9c3QqsTsPe/FRnPtpHW1eCIiIioZpzK2EyYMAHjx49HQkIC2rZti9deew3+/v7YvXu3eI6vry+ioqLE/1QqVZ03miyZqjG9u+Eshr6zpV5eI7vIENiYyhH/8chATOjaDA8NbY1QPwXentLVLGPj+sBGEASLuQ4A8MKvx8XH/5y51tBNqlJxmWsyNpUXryzT6aEp19k52yDNLMtwoYZlok0ZGx8b87VMuscG44cHKso2BzTwe+MoU8YGANq9sBbPmpVFN9GU68Xfi5/2XxH3R9bDTQgiIqKmqsbfFHQ6HX766ScUFxcjKSlJ3P/tt99ixYoViIqKwoQJE/Diiy9WmbXRaDTQaCoqbhUUGFZA12q10GrdZ66GialN7tS2MP+KO9klZbo6bZteL2DnhVyxIECQtxe0Wi3iQ7zx3pROAIAnhreCRCLB7guGYV/a8rptQ1Xs9cdTPx/Db0cs1z05nJonPk7OKsbmU+kY1Cas3ttoS0puCX7cfxXT+8cizF8pDkVTylz/2bpepBbLQNvyxA8V83AuZBdbtLe6348r10uxMzkHRWpDVkMhrfrn7d4iAA8MikOYvxLl5e41fNDEWyqgVZgvLmSXoEynR0quden1vOKKIXtvrzsjPlZr6/d3xR3/XjVl7A/3wz5xH+wL9+JO/eFMGySCk6W0jh07hqSkJKjVavj7+2PlypUYP348AOCzzz5Dy5Yt0axZMxw9ehTPPvss+vTpg1WrVtm93vz587FgwQKr/StXruQwNgftzJTghwsVd40/SKq7L4ALD8mQpa64q/9Ml3I097N97oUC4IMTXgjzFvBi96rv+ten5ALgwxOOxex1+V45443DMqSXStApWI/7E/V4Yb8MhVpJle9vfXn3qAwpxRV9/GL3coTZSSRc1wDzD1q+t+/3K4fEwaWeFh2WIaO04uSZ7XToEuL6DF9taXTAM3vtf+ae7VKON49aH2/pL2BuZ9f9rhAREbm7kpISTJ06Ffn5+dWOBHM6sCkrK0NKSgry8/Px888/44svvsDWrVvRoYP1fIXNmzdjxIgROH/+PFq3bm3zerYyNjExMcjOznbLYWxarRYbNmzAqFGjIJe7x5j/w6l5uPWzveL26QWjrIYY1VTCi+sttvc8N9TuIpJHruRjyrI9aB7kjS1PDq6T16+Orf64d/l+7EzOdej5514dXeXxZdsuokhTjv8Mjq+zYWIn0wtw89KK4ZvnXh2NLq9sRKlWj01PDERsSMMG9CfSCnD4Sj4+2pyMnOIyrH6wHzo1t/279/uRdDz58zGLffufHyYupmnv96NQrcWO5Fw88v0Ri+f+eH8fdI8NqtsfyEXMf1eCfOTIMysicEu3aKw+nG71nPZRAfh9dpLV/rrijn+vmjL2h/thn7gP9oV7caf+KCgoQFhYmEOBjdPf1BQKBdq0aQMA6NmzJ/bt24cPPvgAy5Ytszq3b9++AFBlYKNUKqFUWq9HIZfLXf5GVsWd2hfkZ3l7vRxSeMud/xK+bGsyZFIJZg1qJe7zlkuh1lYUCYgI9IXEzu15b4Xh/SjXCw3+3pj6Q6cXsPfidYtjax4dhPEf/mvzeV5eXnZ/npwiDd7ZcA4A8MfRDHz/QD/E1EHQsXTrRfFxiJ8CUpkXSo3vcZCfd4O/d91ahqJby1D8sP8qcorLUFCmt9uGfLUhu3BDl2j8ezYLBepyXM0vQ5jK8n2p/Pvx3HdHsP5kptX12kUHuc3vUW1JJYBeADo1V+Hzab3w5b8X8cV2Q1/bCmoAQNtAvyvu9PeK2B/uiH3iPtgX7sUd+sOZ16/1ohB6vd4i42Lu8OHDAIDo6OjavgxVoXIlrRKN88OrCtRaLPr7NBb+dUosV1uu01sENUPahtsNAgBA4WX4OGUWaKwm7jeU7CKNRVW2Ts1V6NBMhZWz+iLUT4G5o9pi1sB48XhZFaWpk7OKxcdX80qxpY5Wkc8qrPh9iQ70RqpxTobCSypmPlzBNK8mp8j27zMAXC8pE89tFxUAwFAhbdXBK1UuEGsrqAHct9JZTfz4nyRM7NYMX03vg+hAH7xwYwcceanqjKC7LxxLRETkSZy6rT9v3jyMGzcOsbGxKCwsxMqVK7FlyxasW7cOycnJ4nyb0NBQHD16FE888QQGDx6MLl261Ff7CYCfwrIbi8ucDyrMv2AVlGoR6CMXSxADwIEXRtpcCd6cl9nwt4V/ncTCiZ2dbkdtma8LMmtgvJh96t8mDAdeHAXAsM6O6U66ukxvUdXK3P7LlsPZ1NW8ryfS8nEoJQ939Y3FwZQ8vPLHCbx8U0f0iA22OM98IVWtTo/jaYbV59tHBbh0AUrTEMPcYutyxSamwCbI11AJ77EfDuNIah7m/ngEa49nYMGERIdf76nRbWvXYDfTKy4EveJCLPZVF7gxsCEiIqo7Tn2LunbtGqZNm4Z27dphxIgR2LdvH9atW4dRo0ZBoVBg48aNGD16NBITE/Hkk09i8uTJ+OOPP+qr7WRUeS2Squ6422OeYTFlbEzVnQJ95Aj1V0JezZdu8+Pf702FXi+I19pwMhObT9u+a1+X1h3PAAD0jgvGCzd2QFSg9Sx4uUwqBmGlVWSWLpplbABUm4W64cPteOHX4/j9SBomf7ITR67kY8HvJ6zOMwUHgOGL7fGrhkqAHZsHVnn9+mYq5Z1TXAa9XkByVpFVFqbEGNz5KWSIC/PDLw8m4ekx7SCXSbD+ZCbGf7QTh3Mss3qVrxGpUuKDO7rhgcG2h6c2JcVutlAsERGRJ3MqY/Pll1/aPRYTE4OtW7fWukHkPJlUgr3Pj0Cf1zcBAKZ8ugsD2oRixcy+VQ4dM2e+2Kbpi/eu5BwAQO9Kd6HtMQ9syvUCBr31DzIL1Pj83l64/3/7AQBHXhpdb8OP/jyahmXbLgAAgn3tlysGDAtDFmrKqwxsTF86TXMnNA7eXf9ub4rN/aVlOhxMuY7rZhmbsnI9ThgzNp2auTiwMWZsvt55CZ9sSQYAfHJXDyRE+uNyTglGtI+Exjg00du4sKaXTIrZw9pgWLsIzP3xME5nFOKrszLE7knBjIGGwKXy+1ZapsPN3Zo31I/lVmJCfJCaW5FVLFSXo0hT3uDrFxERETVGrhv3QnUqotJCfzvO51Q5pKgyjdY8sDF88d5pDGz6tw516Br6Snfmr+aVolwvYMZX+8R9XV9Zj58PXKn81FrLLFBjzsqK9VWk1QR03saFIUurGF5WpDEcC/U3FLeoKmOz5ljF5HDTej4ALIaWfbI1GXd9scfieWU6PU6kGTI29iqRNZQQP8PPWWL2nnyz+zJGL96GmV/vx87z2eJ74C23/NPRoZkKv88ZiNt7GQKW9ScrFkAtNhvSKJUAr07sVG8/gzv6dlZfDG4bjm1PD8N9Awzzuzo3D0SAMdO6/Vw2yquY60VERESOYWDTiIztGGWxbVrp3BHmq83nGTM2R67kAQD6xDuWsYlUeSMhwr/a85766Ui15zjr3/M5FtvVlbv2MWYcqszYGL+QmzIZ6nLb5xaqtXj424M2j5kPO/vFRkCXXVSG3OIyyKQStI0MqLLN9S3JRgDrq/CCqRbDzweuiO+XKWNjTuElxaj2EQAMxShMTHO1/BQynHp1bJPL1gxoE4b/3dcHsaG+mN4/Dsvu6Ykv7u2FuFDDgkUPrjhgN8tHREREjmNg04i8c1tXfDOzD5TG6mTOTEy2GIpWbPhSaspmBDk4dEwmleDvxwZhSs8W1Z7r5PJJVfojRYp5qy3nstzdr2WVz/E1ZmyqysKIgY1x7kmRuhz/nsuyyvKcu1Zk9xrm5yZE2g/6EiL8bQYLDSk+zA+39bLsu42nKuZFrTmeLmZz7LVV5W34rBSUmhWeuGwovx0Z6G23UENTIZFIMKZjFCJV3mhjdhPgnfVnXdgqIiKixoGBTSPir/TCoIRw8UtnVaWMK7M1x8ZUNrm6ogHmvGRSMRBw9PVq4/jVAmy8WtG+23vFYOPcITazD+ZM71GJnaFoZeV6pBkrrEUGGIb5/Xo4Dfd8uRcL/rAMogrVhi/xbSP98eiIBItj6flq9H19I5ZtTUaR2v5E8U4uLhxgUrl0uDm1Vo/DqXkA7Ac2puFVpvfkx32pmPujIUM3qXvTytRUR2H2e9WzZXAVZxIREZEjGNg0QqZAROtEYGOeuVi+8xKmfr4bOmNg41XNsK7KTHftK/v5wYoV1u0FFM5ab5ZRWP1wf7wysaPFnXB7TEPRzIeKAYb37PNtF9Dn9Y0oUJcjIkCJnnGWXzq/35dqsV1oHHYV5KNA63A/q9fKLNBg0d+nLcpnv3BDe4tzOjZz7fwaE4WDQayPncDGFNTmlWpxNrMQz/xyVDx2W6+Y2jewEbmtd0V2rLqhk0RERFQ9BjaNUE2Gol2vVGjAVDgAAORezn1MTMO8KusVFyIu4lnV3BZnmAKkxEh/dI8Ndnio0/Grhkpkz/x81GL/Z9su4LU1p8S1Zm7p3hxhxuIB9piyEwHeXogIsC4vXfm8nx9MwtS+sRbHerV0bB5TfbuzT2y150gkhupetgT7KtAlxPC5G714m7g/PszPqsBFU9ezZQieGGlYy6eEZZ+JiIhqjTVGGyG5zHD315mMTUaB2v71pLUPbExt8lXIUFauR2kdfZEzlc69s49z2YBCs+zJ/ku54sKKuy9YFiHo0EwlFg8w8av08xWZBTbtowMQ4O2FFsG+OJVeIJ4T4O2FnGLD+kIRAd5WGY/20a4tHGASF+aHwy+Ngp/SC+tOZMBP6YVFa06hVZg/1p4wrBE0tG04ogNtBzYAMD5Gj6O5lp+Zj+7sXq/t9lQdjJm6Yk3dBPpERERNGTM2jZApK+LMHJvMKgIbL5lzw2R8FNbxcotgX8MxUzWysrqZY3Mpx7CIqL0Mgj03dokWH0/5dJdYCc400d3EX+kllns2Cag01M40jM9HIUOQrwJ7nh+B1Q/3tzhHq9NDbSypHeKvsFhfKMRPYVEW2tWCfBWQy6S4sUszDGsXgfVPDMGYTpHi8cnVFIeI9oVVMBjgzXsotpiCZGZsiIiIas99vk1RnTHNsXFmKFpGfhWBjZPj/we1CbPa9/7t3QBUzMG4cr3EqWva8suBK7iQXQwA6BDlXMbj7SldLbav5pVi8+lMq7k/fkovxIb4WuyrHDCatk3zU3wVXvCWy7DlqaEIME7GNwU1Ci+pVcanTXj1c4JczXxdIEcWbA3xswz+fOwMT2zqfI2fD2ZsiIiIao+BTSNUUTzA8ZLKGQUau8ck1Sx2WVmwnwLH5o/GtKSKkstdY4IAGBYmBIAjV/KdumZlqbkleNK4Ho6PTLDKqlTHRyHDs2MTxe1rBRo8+aP1+jpymRQyqQSf3NUDYzoashaVS0SbAkhFpblIcWF+WD93sMW+QW3CxPfz9l4xkEiAlyZ0cKrtrhBpNj8m0oG5MueuFVts2ys20NQxY0NERFR3GNg0QgoHigcIgoBT6QXQlOtQrtPjYrb9tVhqIsBbbrMkcJcWQQCAY1fzanX981kV7Y3xr9maOPcPihfn/ryz/gyul2itzjEVYhjXORqv3NwJgHWpao2dwAYwVEozZ76+zqJJnXHwhVFuU+q5Kn3jQ7BoUmf8PmeAQ+dP7tHMYpuBjW2mTFZxHVUJJCIiasoY2DRCpsn7xRr7d4F/P5KGcR/8i0e/O4TzWUVQa/XwV3qhWWDdVa6S2sj0dGlh+BJ/9Eo+9PqaL9JZUFoRhNzRqmbzdbyM80gA4ERaxUT/Vcb5MYMSwizKMJuCHJ1eQLnZcLSKoWjWX959FDK0DK0YytbObMicVCpBsF/1a/64A4lEgjv7xIqBaXXm32hZztqd5hC5Ez/jfLSycr1TxT6IiIjIGr9tNELBvqa1RMrsnvPt7hQAwLoTmTiaahgW1qm5CmseG4Sdzw2vk3bYmpvT2jifpFBdblGZzBkZ+WpsO5sNABjTIQKhtYjFwgMsh7D99GASesQG49IbN+CbmX0thuGZl5I2z9rYG4pmEuhTMd8kug4DR3fmLZehfzWLpBLgq6z4TNXV2k5ERERNFQObRsj0RdrW0CqThMiKCeumSmBdWgQhyFeBZkHOVRizx9aig0ovKUyxgq2hctcK1bjnyz1Ye9xQWlivF5BVqIEgCOJz+i3ahF8OXgFgGTTURESlwCbY1/71lGaBi/k8m+oCm6vXS8XHzs5X8mRvTOqC1uF+WDixk6ub4rYUMql4A4DzbIiIiGqHgU0jJGZsSuxnbMwngG89mwUAaBNRt9W5wgKsJ/RLJBIxQDAFB0u3nMej3x2CXi/g5d9O4N9z2XhwxQFk5Ksx9oNt6P3aRvx0wBDIXKg0F0hVy8Cmm7GogUmQr/2hYVKpRKx85kzGJqqJZGkqiw31xaYnh1rMKyJLEonEbOgoMzZERES1wcCmETJ9UTKVGLbFfI6IaXHOILMg4fSrY9GpuQrPjG1X43bc3isGE7o2w1uTu1jsNw3pMgUHb609g9+PpGFncg5OZxSK5207m4WzmYZAZusZQ/BVUGp5VzuwluujdK0c2FQTKCnlhl8Z82FDpjk2SjvzSN67rRuGJ0bgjzkDa9FSaqz8jCWfmbEhIiKqHa6a1wiZKn1VtUCn1sbEffNhXd5yGf58ZFCt2qHwktpccd5bLkV+KaApt7xDrSnXIaeoouz0r4evio/PXzMEOOZFAwAgwEcOWFYWdorcLBhpHe5X7ST3UD8FCtXlyC02ZMMEQcC1QkNgaAp6KmsXFYD/m9675o2kRo0ZGyIiorrBjE0jpDBmRMrK9VZrrpiU2wh6ArxrN6zLUaaMjVqrt6iMJpVIUKCuuGu9MzlHfHwxuxjlOj0KNZUCG2XtY/ONc4fgrr6x+OnB/tWea1ovxxSAbTuXjeNXC6CQSR1auJKoMlPJZ1OATERERDXDwKYRMmVsNpzMRM9XNyA9v9TqHFuLd4Y0UOlhb7lpnooOR69WLNRZ1bz6Mp0eWUUaXC+uCGzkMgm6tFDZf5KD2kT447VbOjv084caz8kuLoNeL+DNv08DAO5JallnRReoaTl+1VBq/LHvD7u2IURERB6OgU0jZD6JvbhMhxW7L1udY2vNjIaa5G7K2Gw9k4WJS3aI+8ttBFvmijXl4sKcDw1tjYMvjkJcqF/9NdQGU0GEnCIN/jiahpPpBQhQemH2sDYN2g5qPIa1CxcfnzGbY0ZERETOYWDTCCkrVeeytVBm6nXrLE5DMWVs/m/HRYv9aTYyS+ayi8qw/oShDHS3mKAGGzpnLsyYsUnPU+Od9WcAAP8Z0qrBsl3U+Hw0tYdYdnzz6Wsubg0REZHnYmDTCMkrTYD/bNsFHE7NE+ez/Lg/FduMJZ5dwd84L6bycLjlOy+Jj+fYyIDc8dluZBeVoXmQD4YnRtRrG+0xzbH59fBVpOaWIjxAifsGxrukLdQ4+Cu9MKZjFACg1M6cOCIiIqoeA5tGqPJ6KppyPSYu2YFWz6/Byj0peMM4L8RVTCWcK7uQVVHe7Kkx7dDcOGclLtTX4rzhiRFWwVtDCfU3ZGZMpaofG5EAXwWLC1LtmH5nbS1aS0RERI5hYNMIVfWl//nVx9CxWe0n3NdGBwdff90Tg7Fr3nC0iQiw2C+TVlFloJ6F+VcsOhof5ofbe8e4rC3UeJh+Z23NfSMiIiLHMLBphGzNqTHXOtzfal+UqmEKBwDAgps64s4+MfhmZp8qz/NXeiE60AfdY4Ms9t/bP67+GleNMP+KuTRPjW7nsswRNS7M2BAREdUex9A0QuYLbdoiCBVzWx4Y3ArFmvIGnSfSLMgHiyZ1QYFaa/P4womdLLZv7dkCb68zTNTvHReM+LCGrYRmLi7UD4MSwhDkq8D4zlEuawc1LqaCH6VaHTadykSvliEI9G344hhERESejIFNI9QuKgDv394N8WF+uNmsnLKJzhjYRAQo8eTotmL55Ybmr/BCy1BfXM4pEfe9cnNH3N2vpcV5ESpvfD6tFz7+5zxerRT0NDQvmRTfzOzr0jZQ46MwZv5+PnAFPx+4gkEJYYgO9Ea/VqGY1KOFi1tHRETkGRjYNFITuze3e0xnrI52T7+WLgtqAEAqleDPRwbivuX7sO/SdUzq3hzTkuJsnjuqQyRGdYhs2AYSNRDTorom/57LBgD8uP8KAxsiIiIHMbBpYpReUjGwkbpwEr5JgLccH0/tga1nszCpimCMqDFTuPAGAxERUWPBwKaJKdPpUW4MbFxZXcxcpMobt/VidTFqugrtzDcDAL1ecIubEERERO6OJZ0aOa9KX4gEoaLyUuVjROQaesH+sUJNecM1hIiIyIMxsGnkfBTWQ1zUxtXNqysLTUQNY2qfWNzYJRozBsRZHcsqVDd8g4iIiDwQA5tG7v3buwEAnh2bKO4rNQY27jIUjaipC/Q1zDUb2i7C6tiR1HwXtIiIiMjzMLBp5Ea0j8TxBWPw0NDWMMUxJWUMbIjcUfMgH6t9V/NKXdASIiIiz+NUYPPJJ5+gS5cuUKlUUKlUSEpKwt9//y0eV6vVmD17NkJDQ+Hv74/JkycjMzOzzhtNzvFXGmpEmFY3L2VgQ+SW2kT449O7e2L1w/3x6IgEAEBGAYeiEREROcKpwKZFixZ44403cODAAezfvx/Dhw/HzTffjBMnTgAAnnjiCfzxxx/46aefsHXrVqSlpWHSpEn10nBynmkRwNMZhQAAGefYELmdsZ2i0D02GJEqJQAgM5+BDRERkSOcKvc8YcIEi+3XXnsNn3zyCXbv3o0WLVrgyy+/xMqVKzF8+HAAwFdffYX27dtj9+7d6NevX921mmpEUjmQYVxD5LaiVN4AgEwWDyAiInJIjdex0el0+Omnn1BcXIykpCQcOHAAWq0WI0eOFM9JTExEbGwsdu3aZTew0Wg00Gg04nZBQQEAQKvVQqu1v7aDq5ja5I5tq05+qWWb1WXu+R47w5P7ozFif9SdUF/Dn+cLWcUoKyuzvjHhAPaHe2F/uB/2iftgX7gXd+oPZ9ogEQShihUUrB07dgxJSUlQq9Xw9/fHypUrMX78eKxcuRIzZsywCFIAoE+fPhg2bBjefPNNm9ebP38+FixYYLV/5cqV8PX1daZpVI3HdlnGsbfE6TA02qnuJ6IGUlAGvHjA8DvbM0yPaQl6F7eIiIio4ZWUlGDq1KnIz8+HSqWq8lynMzbt2rXD4cOHkZ+fj59//hn33nsvtm7dWuPGzps3D3PnzhW3CwoKEBMTg9GjR1fbeFfQarXYsGEDRo0aBblc7urmOOWxXesttlsnJGL84HgXtaZueHJ/NEbsj7qj1wt48cAGAMCBbCm+f2ys09dgf7gX9of7YZ+4D/aFe3Gn/jCN5nKE04GNQqFAmzZtAAA9e/bEvn378MEHH+D2229HWVkZ8vLyEBQUJJ6fmZmJqKgou9dTKpVQKpVW++VyucvfyKq4e/scoRMkHv8zmDSG/mhM2B91b9OZbIztFF2j57I/3Av7w/2wT9wH+8K9uEN/OPP6tV7HRq/XQ6PRoGfPnpDL5di0aZN47MyZM0hJSUFSUlJtX4bqgaZc5+omEJGDvtub6uomEBERuTWnMjbz5s3DuHHjEBsbi8LCQqxcuRJbtmzBunXrEBgYiJkzZ2Lu3LkICQmBSqXCI488gqSkJFZEc1Ples6vIfIUu5JzIAhCjYoIEBERNQVOBTbXrl3DtGnTkJ6ejsDAQHTp0gXr1q3DqFGjAACLFy+GVCrF5MmTodFoMGbMGCxdurReGk7Oiw/zw8XsYgT5yqGQSTFroGfPryFqSsp0eqw7kYmxnewP7SUiImrKnApsvvzyyyqPe3t7Y8mSJViyZEmtGkX1Y9VD/XHkSh4GJ4RDIrGxrg0RubVfDl5hYENERGRHrefYkOcI9lNgaLsISKUSBjVEHuCnB5PQr1UI4sP8AADBvnKczSzEzuRsF7eMiIjI/TCwISJyU73jQvD9A0n4z+BWAICcojKMXrwNUz/fg5Npjpe/JCIiagoY2BARuTkfhQwAUFJWUclw3YkMVzWHiIjILTGwISJyc0ovQ2Cz60KOuO9UOjM2RERE5hjYEBG5OW+59Z/qQ6l5Dd8QIiIiN8bAhojIzZkyNuayCjXQcy0qIiIiEQMbIiI3ZytjAwDqcp3N/URERE0RAxsiIjdnLy9jXkyAiIioqWNgQ0Tk5gTBdmhTysCGiIhIxMCGiMjNdWkRhA7RKqv9zNgQERFVYGBDROTm5DIp/np0IJbe1QMj20dCLpMAAErKyl3cMiIiIvfBwIaIyANIJBKM7xyNL+7thbaRAQCAzAK1i1tFRETkPhjYEBF5mE7NAgEAJ9O4SCcREZEJAxsiIg8T5CsHwDk2RERE5hjYEBF5GIWX4U+3Vqd3cUuIiIjcBwMbIiIPI5cZ/nSXMbAhIiISMbAhIvIwpoyNppyBDRERkQkDGyIiD6OQmYai2V64k4iIqCliYENE5GHkxoxNWTmLBxAREZkwsCEi8jBKZmyIiIisMLAhIvIwCjFjwzk2REREJgxsiIg8jFgVjYENERGRiIENEZGHETM2LPdMREQkYmBDRORhOBSNiIjIGgMbIiIPI5dJADBjQ0REZI6BDRGRh1EaMzZZhRpmbYiIiIwY2BAReRiFTAYAyC/V4s7Pd7u4NURERO6BgQ0RkYeRe0nExwcuX3dhS4iIiNwHAxsiIg+jkPFPNxERUWX815GIyMOYqqKZ6PWCi1pCRETkPhjYEBF5mMoZGw0LCBARETGwISLyNJUzNiVl5S5qCRERkftgYENE5GEqBzZ5pVoXtYSIiMh9MLAhIvIwlYeirTuR4aKWEBERuQ8GNkREHsZLJsUHd3QTt7MKNa5rDBERkZtwKrBZtGgRevfujYCAAERERGDixIk4c+aMxTlDhw6FRCKx+O/BBx+s00YTETV1N3drjlcndgIAXLle6uLWEBERuZ5Tgc3WrVsxe/Zs7N69Gxs2bIBWq8Xo0aNRXFxscd7999+P9PR08b+33nqrThtNRERARIASAJBdxIwNERGRlzMnr1271mJ7+fLliIiIwIEDBzB48GBxv6+vL6KiouqmhUREZFOYvwIAkFNU5uKWEBERuZ5TgU1l+fn5AICQkBCL/d9++y1WrFiBqKgoTJgwAS+++CJ8fX1tXkOj0UCjqbjbWFBQAADQarXQat2v0o+pTe7YtqaI/eFe2B8NS6U0JN1zijU233P2h3thf7gf9on7YF+4F3fqD2faIBEEoUZLVuv1etx0003Iy8vD9u3bxf2fffYZWrZsiWbNmuHo0aN49tln0adPH6xatcrmdebPn48FCxZY7V+5cqXdYIiIiIDScuC5fYb7U2/3KYdC5uIGERER1bGSkhJMnToV+fn5UKlUVZ5b48DmoYcewt9//43t27ejRYsWds/bvHkzRowYgfPnz6N169ZWx21lbGJiYpCdnV1t411Bq9Viw4YNGDVqFORyuaub0+SxP9wL+6NhCYKAjgs2QqsTsPXJQWgW5GNxnP3hXtgf7od94j7YF+7FnfqjoKAAYWFhDgU2NRqKNmfOHPz555/Ytm1blUENAPTt2xcA7AY2SqUSSqXSar9cLnf5G1kVd29fU8P+cC/sj4YT6qdERoEaBRoBLe285+wP98L+cD/sE/fBvnAv7tAfzry+U1XRBEHAnDlzsHr1amzevBnx8fHVPufw4cMAgOjoaGdeioiIHBBqLCCQXczKaERE1LQ5lbGZPXs2Vq5cid9++w0BAQHIyDCsdh0YGAgfHx8kJydj5cqVGD9+PEJDQ3H06FE88cQTGDx4MLp06VIvPwARUVMW4sfKaERERICTgc0nn3wCwLAIp7mvvvoK06dPh0KhwMaNG/H++++juLgYMTExmDx5Ml544YU6azAREVUI8zcM5c1lxoaIiJo4pwKb6uoMxMTEYOvWrbVqEBEROS7UmLF5fc1p3D+oFSQSiYtbRERE5BpOzbEhIiL3opRX/Bm/cr3UhS0hIiJyLQY2REQerFxXkUnX16x6PxERUaPAwIaIyIOFB1SUyy/V6lzYEiIiItdiYENE5MHu7tdSfFxaxsCGiIiaLgY2REQezFsuQ9tIfwAMbIiIqGljYENE5OF85DIAHIpGRERNGwMbIiIP583AhoiIiIENEZGn81EYAxsORSMioiaMgQ0RkYczDUVTM2NDRERNGAMbIiIPxzk2REREDGyIiDyeaShaCYeiERFRE8bAhojIwzFjQ0RExMCGiMjjmTI2amZsiIioCWNgQ0Tk4UzlnjkUjYiImjIGNkREHk6silaud3FLiIiIXIeBDRGRh/MV17Epd3FLiIiIXIeBDRGRhxMX6GTxACIiasIY2BAReTjTHJtSzrEhIqImjIENEZGH8+U6NkRERAxsiIg8nal4QHFZOZb8cx57L+a6uEVEREQNz8vVDSAiotoxzbFJzS3F2+vOAAAuvXGDK5tERETU4JixISLycKF+Slc3gYiIyOUY2BARebgwfwWkEst95TquaUNERE0LAxsiIg/nJZMiPMAyazN75UEXtYaIiMg1GNgQETUCkSpvi+11JzJd1BIiIiLXYGBDRNQIVA5sAECnF1zQEiIiItdgYENE1AjIJBKrfcWache0hIiIyDUY2BARNQKacuvFOQsZ2BARURPCwIaIqBHo1DzQat/1Yq0LWkJEROQaDGyIiBqBh4a2ttp3Ir3ABS2x7UJWEUtQExFRvWJgQ0TUCPgqvKz2HUrNa/iG2LDkn/MY/u5WPPnTEfx66CoEgUUNiIio7jGwISJqJPrEh1hsH7/qHhmbt9edAQD8djgNj/9wGKsOXhWP6fQCbvt0F+7/335sPp2JpVvOM/AhIqIasb7FR0REHumTu3pg1cGrSGodihs/2o7zWcXQxrm2TdvPZVvte23NKTQL8kGHZiqk5ZVi76VcAMCGk4a1d1qH+2NMxyhodXrIZbz/RkREjuG/GEREjUSovxL3D26Fjs1UCPaVQ6cXkF7iuvZkFWpw95d7rPbnFpfhzs934/Zlu1Bko3Lbvou5OJ1RgK4L1mPR36caoqlERNQIOBXYLFq0CL1790ZAQAAiIiIwceJEnDlzxuIctVqN2bNnIzQ0FP7+/pg8eTIyM7kCNhFRQ5FIJGgXFQAAePeYFzTlrpm0n1mgrvL46YxCfLDxnNX+L7ZfxNj3/0VJmQ7Ltl6or+YREVEj41Rgs3XrVsyePRu7d+/Ghg0boNVqMXr0aBQXF4vnPPHEE/jjjz/w008/YevWrUhLS8OkSZPqvOFERGRfp2YV5Z8vZBVXcWb9KVRbZ2NGto+02N5+3nqoWmWcc0NERI5wao7N2rVrLbaXL1+OiIgIHDhwAIMHD0Z+fj6+/PJLrFy5EsOHDwcAfPXVV2jfvj12796Nfv361V3LiYjIroeGtsYX2y8CAK5cL0WX2IZvQ36p9To6r07siI2nnMvi55VoEeynqKtmERFRI1Wr4gH5+fkAgJAQQyWeAwcOQKvVYuTIkeI5iYmJiI2Nxa5du2wGNhqNBhqNRtwuKDBU8dFqtdBq3W9xOVOb3LFtTRH7w72wP9yHSinF2A4RWHvyGi7nFDVYn1wvKYNaq0d0oDdyiwxD0YYkhGFq3xjEBPvAC85nX/49m4lxnaLquqkNjr8f7od94j7YF+7FnfrDmTZIhBrm+PV6PW666Sbk5eVh+/btAICVK1dixowZFoEKAPTp0wfDhg3Dm2++aXWd+fPnY8GCBVb7V65cCV9f35o0jYiIAPx+WYpNaVIMjtJjcnzDzLNZdFiGjFIJWvoL6BSsx1+pMvQM02NaguH1tXrgqT3276nF+AmYHK/DkhMyaAWJuP/xTuWID6j35hMRkZspKSnB1KlTkZ+fD5VKVeW5Nc7YzJ49G8ePHxeDmpqaN28e5s6dK24XFBQgJiYGo0ePrrbxrqDVarFhwwaMGjUKcrnc1c1p8tgf7oX94V6yd17CprSzUARFYPz4HlWeu2zbRZSV66ETBOy+kIsvp/WAn9K5fyIK1Vo8tusfAMDlIgkuF8kAAB1at8T48e0BGObLPLVng/2LKHwx+/ZB+I9Oj693p+CNtWcBAO8f98K5V0c71R53w98P98M+cR/sC/fiTv1hGs3liBoFNnPmzMGff/6Jbdu2oUWLFuL+qKgolJWVIS8vD0FBQeL+zMxMREXZHkagVCqhVCqt9svlcpe/kVVx9/Y1NewP98L+cA/hKm8AQF5pud3+KFRr8fuRNLyzwbI62ZG0IgxpG+7U62VkldrcH+yndPjzoBdMnx/ghi7NxcAGQKP5TPH3w/2wT9wH+8K9uEN/OPP6TlVFEwQBc+bMwerVq7F582bEx8dbHO/Zsyfkcjk2bdok7jtz5gxSUlKQlJTkzEsREVEthRgn3OcWl9k9554v9+K/q49b7S+yUdGsOraKBQCAysfxf5QWTuwkPm4R7ON0G4iIqOlyKmMze/ZsrFy5Er/99hsCAgKQkZEBAAgMDISPjw8CAwMxc+ZMzJ07FyEhIVCpVHjkkUeQlJTEimhERA2sIrCxP/HycGqezf1FGucnjGrKdTb3d2oeaLH9xbReuJhdjNfWGBbfbB+twos3tEfPuGAovWTieRKJBERERI5yKrD55JNPAABDhw612P/VV19h+vTpAIDFixdDKpVi8uTJ0Gg0GDNmDJYuXVonjSUiIseZApu8Ui3KdXp4yRxP0ttag6Y6aq11gYL5Ezqgb3yIxb6RHQxr2SjlUizfcQkfT+2O1uH+Nq85d1RbvLfhLML8rYcsExERmXMqsHGkgJq3tzeWLFmCJUuW1LhRRERUe0E+ckggQIAE10u0CA9wPDgoqEFgY8rYNAv0hrpcjzt6x2D6gHi7509LisO0pLgqrzkwIQzvbTgLH4VTI6eJiKgJqtU6NkRE5L5kUgl8vYDicsM8G2cCm0vZxQ6fKwgCTqUXisFQ+2gVvri3V50MJfORG4amlZY1TLlqIiLyXAxsiIgaMX+5IbDJKdYAcHwhmOSsIgDA38fSsXJvCt67rZvdwOiHfal4btUxcVspl9bZ/Bh/Y8npglItdHoBMinn3RARkW3M7RMRNWL+xttXVVVGsyWvxFA84KFvD+Lfc9lYZJzob8tn2y5YbHubFQCoreZBPvCRy1Cm0+NSjuNZJCIianoY2BARNWL+csPcSGcDm4JKpZsvVhFUaPWWw8SU8roLbKRSCVqG+gIArly3vU4OERERwMCGiKhR8zVmbEwZGEcVasqx5J/z4nZpme1SzgCg01kWllH51O0o5wjjQqOZBeo6vS4RETUuDGyIiBoxhTF58t6Gsygrd2wCvml6zNvrzoj7yvX2q2JqKx2LCPB2rpHViDTO7ckq1NTpdYmIqHFhYENE1Igpzf7K/7A/1eKYvSxMbIiv1T59FeX+y3WWAVOYv8KJFlYvkhkbIiJyAAMbIqJGTCapCEg2nMzE/N9PiAFCer7lnJWR7SOx6uH+SIiwrp52IasYfx9Lt/ka5gtzhvopMLBNWF00XRShMmRsGNgQEVFVGNgQETVial1FeeRtZ7OwfOclPLTiAAAgPd8yUPji3l7oERuMtpH+Nq/19vqKoWnnrxVh2dZkqLU6lGorMj8PD2uDUH/H18txhGlo2zUORSMioipwHRsiokZMbWO02cGUPABAWl5FxuaTu3qIj9tG2l7vptC4ACcAjHxvKwAgt8Sy2lpdD0MDgEhjxuZaAQMbIiKyjxkbIqJGrKrlLE0Zm9t6tcC4ztHi/vbRKovz3pjUGQAgt7E45p9HLIenhfrVbbYGqJhjc61QDaGKuT5ERNS0MbAhImrERrWwXQlNEARxjk10oI/FsbaR/ogJMey7s08MklqHAgDySq1LRl81y/r4KWRIjLad7amNcGNVNK1OwHUny1YTEVHTwaFoRESNWIgSWP/YAIz+YIfF/nUnMpGWZ8jYNAuyLM8skUiw7elhUGv18JZLUVKmg0QClJTpkFWoEQMNc4PbhuPTu3vAV1H3/6zIZVIoZFKU6fQ4nV6A7rHB8FHU3SKgRETUODBjQ0TUyJnmqJh7cMUB5BszMMG+1vNiJBIJfBQySCQS+Cm90CrMDwBwMr3A5mu0CvOrl6DGpMxYUnrqF3vQ/qW1WHs8o95ei4iIPBMDGyKiRs5ewKE1BgsKr+r/KWgWZBiaZm+RzJah1mvf1KXKldqe/vlIvb4eERF5HgY2RERNVLHGUOXMkcDGNPzMXmDTLqru59aYu61XjMW2L4eiERFRJQxsiIiaqExj+WSFrPp/CsKMa9PkFNkObJJahdZdw2yQSCwrsnVuHlivr0dERJ6HgQ0RURPwzcw+6BCtwvu3dxMzNKaFNR3J2PgrDcPZist0NksuVw486tqk7s0REaAU26opt13tjYiImi4GNkRETcCghHCseWwQJnZvjphgy/LOjgQ2pqFfJWXlKCmzsepnPQv2U2D3vBFYdndPAPaHxBERUdPFwIaIqIlJziq22HZkKJqfKWOj0aHIODenoUmlErQKN1Rnu5BVDLW24QMsIiJyXwxsiIiamFu6N7fYljsQ2JhnbFwV2ABATLAvmgV6o0ynR+KLa5GRr3ZZW4iIyL0wsCEiamKeGdsO7SIrqpgpHRiK5mcsGX0qvQAr96TUW9uqI5VKcEuPisBs0d+nXNYWIiJyLwxsiIiamOhAH9zVL1bcdmSOTbCfHABwvUSLL7dfBACE+SvQJsIfC27qWD8NtWNE+0jxcVpeaYO+NhERua/6WyaaiIjcVrGmYn6Kt7z6NWHaRakgkQDmBdEeHZGAaUlx9dC6qnVrESQ+jgv1a/DXJyIi98SMDRFRExQfVhEQOBLY+Cu90CrMMoiY0KVZnbfLEVKpBHf1NWScHMk2ERFR08CMDRFREzSqQyTentIFPVsGO/ycTs0DLSqqBfsp6qNpDjEFZsUuLGRARETuhbe6iIiaIJlUglt7xaBVuL/Dz2kV5vi59U3lbZjzczqjEM+vPoYzGYUubhEREbkaAxsiInKIv7f7JPljQ30BGAKblXtScONH/7q4RUREDScjX821vGxgYENERA7xMZuLkxDh2uxN5dfX6gQ7Zzpn/u8n8OSPR1Cu09fJ9YiI6trO5GwMeHMznv3lqKub4nYY2BARkUMCfeTi40/u7uHClgCh/kokRgVUfyKA0jIdVuy+XO1ingVqLZbvvIRfDl7B5tPX6qKZRER17j//OwCdXsBvh9Nc3RS3w8CGiIgcMrJDBHrHBWPmwHi0iXAsqKhPfeJDLLb1ettZm9fWnMQLvx7H3V/uqfJ6+SVa8XFKbkntG0hEVMfKdXoUmhVNuWXpDiRnFbmwRe6FgQ0RETlE6SXDTw/2x4s3dnB1UwAAveMsA5viMtsV0n47ZLiref5a1f/4f7o1WXzMwIaI3NHZTMu/Y4dS8vDW2tMuao37YWBDREQeqXJgU6i2HdgUOlgS+ts9KeLjVAY2ROSGjlzJs9on1M0Uw0aBgQ0REXmkqEBv/Hd8e3E7vZo5NM5IvV5aZ9ciIqorR42BzT39WiI8QAnAMOeQDJwObLZt24YJEyagWbNmkEgk+PXXXy2OT58+HRKJxOK/sWPH1lV7iYiIRPcPboXBbcMBAKfSC6o9v8iYvVm2NRlf7bhocWxk+0jx8ZXrJRB4G5SI3MzlHEM2uUfLIMwZ1gYAkF9a5somuRWnA5vi4mJ07doVS5YssXvO2LFjkZ6eLv733Xff1aqRRERE9nSIVgEA/m/7xWrOBF5fcwqFai0W/X0aC/44icyCiiyP+ZoQaq0evx+xrDj0wq/HMOGj7Vw7gohc4p8z17AzOQcA0CzQR6xUeb1Yi2IHh9w2dk4HNuPGjcPChQtxyy232D1HqVQiKipK/C84OLhWjSQiIrKnfbShQtuF7GLsv5Rrcaxy1uW3Q1dRUlYRmJxMq8jylFYKWB77/jAOplwXt1fsTsGxq/nYdIqloImoejo7lRprQhAEzPhqn7gdE+KLQF9DYLPrQg46z19n8fesqaqXOTZbtmxBREQE2rVrh4ceegg5OTn18TJERERIjFKJj3ect/z3Jr9Ua7FdXKbD38fSxe0Zy/chLc8wn8Y84DFZfyITgGUpaWZsiMiWDSczMeCNzfjzaBqW/HMeneevwz91tCZW5Wpo0YHeCDJbW0wvGDI6TZ1XXV9w7NixmDRpEuLj45GcnIznn38e48aNw65duyCTyazO12g00Gg04nZBgSHa1Gq10Gq1Vue7mqlN7ti2poj94V7YH+6lqfRHfEjFxNk/jlzF+E7hiAv1AwCkXy+2On/+Hycttl9YfQyf3tUNucWGf4uGJIRh67lsAMCR1OvQarUWFdc0Nfz3qan0hydhn7iPxtAXy3dcxNW8UsxZeUjc99fRNAxsXbuRS3q9gDHvbxO3/29aD5SXl0NZKT1RrK67787u1B/OtEEi1GJ2pEQiwerVqzFx4kS751y4cAGtW7fGxo0bMWLECKvj8+fPx4IFC6z2r1y5Er6+vjVtGhERNSH7syT45rzh5plSKuCtvoasyvl84KOTVd/Da+YrYHpbHV4/7AWZRMCi3jpcKJDg09MyyKUC3uitwx8pUmxJN3yLuCVOh6HRLCxARJbeOiLD1RKJxb5BUXpMidc7fA1BAErKAT9jMuZSIZBSJMEvlwx/38bH6DCmheHvT7keeO2wDLkaw2v2DddjahvHX8tTlJSUYOrUqcjPz4dKpary3DrP2FTWqlUrhIWF4fz58zYDm3nz5mHu3LnidkFBAWJiYjB69OhqG+8KWq0WGzZswKhRoyCXy6t/AtUr9od7YX+4l6bUH9Epefjm/F4AgEYvwfjx4wEAW89mAScPVfVUpJVIsOSMN4By9GsVhlsm9IQgCPjhjS24XqKFJroLtuypyPI0i0vA+BFtnG5jU+oPT8E+cR/u3Bf/ns9GXKgvYoLt33AXBAHPH9gMwHKoakSzFhg/vpPDr/XZvxfx9vpzeHZMW9zRuwUeW7jZ4vjdo/uhd1xFBmjsWD1+OXQVL/1+CnuypJCpwvD19F4Ov5497tQfptFcjqj3wObKlSvIyclBdHS0zeNKpRJKpXX9bblc7vI3siru3r6mhv3hXtgf7qUp9Ed0sJ/FdrkghY9CBp1xKqlUAvw+ZyBu/Gi7zefnlxqGmg1LjBDfqy4tgrD1bBae/9Vy6FqBWler97Mp9IenYZ+4D3fri02nMjHz64NoHe6HTU8OtXvetUI1ist0kEqAxbd3w7vrzyIltwSacsHi58kq1EAukyDIV2HzOku2XAAAvLnuLDIKNBbH/BQy9E+IsNgnlwMRKh9xe2dyLiRSGbxkdTON3h36w5nXd/qnLioqwuHDh3H48GEAwMWLF3H48GGkpKSgqKgITz/9NHbv3o1Lly5h06ZNuPnmm9GmTRuMGTPG2ZciIiJyiGmhOpPsIsMXAk25YVhGn/gQtI+ufhTA0HYVXxq85bb/icwt4ZoRRI2dTi/gUnYxZn69HwCQnFWM41fz7Z6fU2T4uxDip8DN3Zrj4aGtAQB/Hk2HVqeHIAh4b8NZ9H5tIyYu2WFznay1x9Mtiph8veuyxfG7+7W0+drBlYKkkiZc4MTpwGb//v3o3r07unfvDgCYO3cuunfvjpdeegkymQxHjx7FTTfdhLZt22LmzJno2bMn/v33X5tZGSIiorrgLZfhwzu7i9s7kw2T/8uMgY3SSwaZVIJRHSJtPh8AEqMC0CbCX9w2fVEx6djMEBhlF1reRSWixuX41Xx0eGkthr6zxWL/7gv2q/zmlRgmuKuMlcq85RUFs37cn4rt57Px4aZzAIBLOSV47pdjFmtvJWcV4cEVB8VtP4V1wa1EY2n7yvrEh2DuqLYW7W+qnA5shg4dCkEQrP5bvnw5fHx8sG7dOly7dg1lZWW4dOkSPvvsM0RG2v+HhIiIqC7c1LUZ7uwTAwC4ct1QwtkU2Ci8DP/cfT6tF54dmwgA+PTunpg1MF58/ju3drW43uuTOltsx4cZhrul5ZfWQ+uJyF0s3nBWzPaau5xTYvc5ptLyphLMZWbPP51eiAOXr1uc/8P+VLzy50mcyywEALy7/ox47Okx7dA2qiKIiQ70xvu3d8NNXZvbfG2JRIJHRySIWeapn+8Ry9g3NfU+x4aIiKihRBnHmlcMRTMMyTAFNgDw4JBWuLVXC4T5KzG2UxSeGNUWWYUaxIVZztNpGxmAFsE+YpCUEBEAIB2puaU4l1mIhEjbd0+JyHNpynU4cqUi4/H1fX1wKbsYL/9+Qvy7Ykt+qSHDa5o7M7ZzFJ755SgA4Jvdl+0+L6tQg4TIAFzKNgRNt/VqgdnD2sBXIcOhlDwAwKQezTGxu+2gxpxaWxFM/bAvFU+YZXGainpZoJOIiMgVQv0NXyq+25uKF389XjEUzWwirUQiQZh/xfBoP6WXVVBjMrZjlPg4LswXgxLCAACjFm8TgyYiajzu+WKvGMDc1TcWQ9qGw09pyAMU21jEFwCKNOX4cNN5AECgMWOj8pbjx/8kVft6U7/Yg8Opecgzzt27vXcsAGDGgHi8e2tXDGgTajdTU5Uf96eiXNf4Sj9Xh4ENERE1GuYFAr7ZfRmXcw13QZV2CgFU56ZuzcTHcpkUr9xcUbY1LU9dw1YSkbu4kFWE3w5fxf92XYJOL+BASsWQsf8MNhQA8Fca5rsUa8ptXuPTLcm4ahz6ZQpsAKBtpL/FeSPbR2Dl/X2RGGWZ7Z325R6k5Rv+noT5VxQCmNyzBb6d1Q/tohzLDg9tFy4+Ts9X41R6oUPPa0wY2BARUaPRPSYIcaEVa03kGyf0KmpY+rRjs0DxcXaRBvFhfmhpvH5Vw1KIyP2dSMvH8He34rHvD+Ol307gke8OQqc3VCvb/8JIxBp/100ZmwOXr+P+/+1HUaUAZ//lXPGxl7Rigc4gXwU6GG+2LLunJ764tzf6tw7D2scHo2fLirVoCtQV1zMPjJz19pSuWDmrL7rGBAEArly3PyeosWJgQ0REjYZUKsGvsweI29eNwzvM59g4QyaVQC4zfFHp2iIIABDqZ7ijmsPAhsijbTmTZbG95lgGAMBXIbMarmqy4WQmvvz3osXzzKspSiQWh7Dy/r7Y9OQQjDEb1goAb0/pIg5tNQlQeiHAu+aBTXiAEv3bhKFliCEgS2VgQ0RE5NmCfBVoFW6YM5NbbAhslF7WpVMdtePZ4fj5wSTxLqjpC09WEdezIfJUOr0gzmuprPKNkMpZlIwCy2Go5mvPPGAcvmYS5KtA63DLIWkA0CrcH9/M7IsbulQsYP/IiDaQSSVW5zqrRbChiIqp8ElTwqpoRETU6Pgb77Ca1paoacYGACJU3ohQeYvbocbAhhkbIs8kCAKmf7UX/54zrHfVPTYIfeJCcCglD3sv5WLRLZal3luF+aFny2CxZLPeOFzt652XsGxrsrh2zSs3d7RaLLg60/vHYf2JDDwyPMEqKKqpFsGGjA0DGyIiokbA17i4nenOam0Cm8rCjZN73994Dl1aBOJidglOphXgzcmd4VXDuTxE1HDOZBaKQQ0AdIsJwrzx7VFapkNGgVpcs8pEIpHgwzu7Y8AbmwEAWUUaLPnnPN5eZ1h7xjTx30fufGa4d1wITr86rk4yNSYxIYaMzYWsojq7pqfgX2AiImp0uscGW2wr6zCwCTUbe3/f8v149c+T+OXgFeyqYlVyIqq589eKUKwpx47z2TiSmufUc69cL8G9/7cX3+65DEEwZFrOZFhWC+sTFwIA8FHIrIIak+ZBPnh1oqEq4ubT18Sgxpyvomb5groMaoCKjM2lnBK88sfJOr22u2PGhoiIGp2hbcPxyZZkcbsuMzbmk4rNXcgqxqCEcJvHiKhmjqTm4eYlO+Cv9BKrkSW/Pt7hYGDgm/8AALaezYLSS4YpPVsgJccwqX5Uh0g8NiIBnZoHVnUJUeUyzZV1jw1y6Dr1LTbEF/FhfriYXYzv9qbguXGJdfo30J01jZ+SiIialNYRlpN1a1ru2RZfpe3hJueuNb01I4jq208HUgHAosRyWp5jc0dMc2FMnvrpCM5mFiK/1DD3rlW4n8NBDQD0iA1G8yAfcbtVpexOM7NjriSTSrBp7hD4K71QqtXh2NU8VzepwTCwISKiRifUTwFvs0U5lTUY+25PZztfhFbsTsEX/16os9chaso05YZKY15S66+qpkn85kzDzMzlGQMYc1/vvIQCtWG/ysnSyjKpBD89mISh7cLx6sROeG5conhs05NDnLpWfZNKJUhqHQoAOJya7+LWNBwGNkRE1OhIJBKLO6t1mbEJ81diz/MjxAIF5kM8Fm84W2evQ9RU/bAvBR1fWoeHVhzA8avWX8p/O3zVYvtgynUMfPMfLPr7lMX+3OKKyoWm7Mq3e1Lw4/4rACBWM3NGsyAfLJ/RB/f0a4lRHSLxwwP9cPrVsTZLOruaaejcucymk01mYENERI1Sc+MEWqBuiwcAQKTKG8fnj8Fn9/TE+scHY/XD/QEAxWU67EzOrubZRFSV7/amolwv4O/jGdhvzM48PaYd+sYbJvlvO5ctlltXa3WYtHQnruaVYtlWy4xpttlaU2sfH2z1Oirv2k01l0gk6NsqFN51mBGuSwmRhsDmLAMbIiIiz2Y+tdi0uGZdkkolGN0xCnFhfhZj621VSyIix6Tnq3G4UuWzHrFBuH9QK/zwnyR0iFZBpxewI9lQhfCysRCAyf9tv4ijVwzPP5Ri+H//1qFQeEnx4BDLdWI6NlPVy8/gLkwZm5PpBeLwu8aOgQ0RETVKerMx9yF+inp9LfOx+qVmq5B7Mk25zua8BaL6ZApY2kb649QrY7FyVl/8+J8kcchnQqRhyFdGvqGAQGquZWDzyp8ncdPHO/DLgSt4c+1pAEB0oOHGwzNj2lmc2yai6ipnni4hwh8JEf5Qa/VYffBq9U9oBBjYEBFRo3R77xgAhru99c28UIG7DktxRlahBr0XbsSclYdc3RRqQi4XAfNWnwAADGgTBh+FDP3bhFksfBsRYCi3fq1AgxW7L2PW//bbvNaTPx0RH0/u0RyAIcv64o0dAAAv3NC+Xn4GdyKRSHBHn1gAwMZTmS5uTcPgOjZERNQo3dA5GuEPKJEYXf/DTSQSCe7qG4tv96TAq44X23OF3w5fRYG6HH8dS8dHegHSRvAzkXsrK9fjk5MVNwXsVR+MVHkDALady8IX2y9We92HhrZG/zZh4va9SS0xIjECcXYW4mxsYkMMcw0L1eXVnNk4MGNDRESNkmlib2ANKh/VxK29DBmiK9cdW2PDnZWYDae76uCaIUS1kV6gRqnOEEDf2ScGN3VtZvO8cGPG5mxmkcX+58YlYlL35lbnj+sUZbHtJZM2maAGAHyMGeScYg1+2p+Ka4VqF7eofjFjQ0REVAdM5aUzC9UoK9d73Erf+y/lQiqVoEdsMC7lFIv7c4rLEBPiK863kUiYvaG6JQgCNp26BgBoGeKLRZO62D3XlLExeXBIa9zROwYtQ30hkUhQoNZio/Fab0zqjC4tguqt3Z7AR2H4O5SaW4qnfz6KO3rH4I3J9t9fT8fAhoiIqA6E+Sug9JJCU65HRr4asaG+1T/JDWw+nYlwf29M+XQXAEMJ3AKzYSu5xRpcyCrC8He3YnSHSHw2rZermkqNkFqrQ+KLa8XtDtFVT+iPDrQMbJoFeVtkYN65tStWH7qKm7o2Q6i/sm4b64Eqz/lLvV5i58zGgYENERFRHZBIJGge7IMLWcW4cr3EIwKbf85cw33LLSdfF1Qai38us0g8Z/3JTOy/lIv4MD9+aSSHXCtQQ6sXLBbMNffTgSvi4yHReiy6pWOV12tW6TqmYgImQb4KzBgQX8PWNj4+lQIbaSPPuHpWnpyIiMiNmb68peR6xl3R9Scyqj1n0d+nLbanfLoLPRduRG5xmZ1n1K3c4jKotYbS02ptzUpp7zyfjWd/PiqW4l665TyGvv0PPtl6AbsyJZxHVE805TpM+Hg7xizehgtZRSjSWAbNgiBgxa7LAIDW4X64paUefsqq77nLZVIMNBYD8FPI0C0muH4a30j4KCwDm5r+DnkKZmyIiIjqSOtwf/x7LhvrT2aKZVbdWXq+5UTiu/vF4vGRbfHb4TRM6dkCD/xvP/ZczLX53PUnMur9Zzx/rQjjP/wXQ9qGI9RPgd8Op2H9E4MRE+JcNmzqF3sAACfS85FXohULPLy38TwAGbb/3378+8wwm/OHBEGw2m9rH1nbeT4HmQUaAMDwd7ciNsQXqx/uj1UHr2Jw23Acu5qPM5mF8JHL8OP9fbD9nw0OXffr+/qgpKwcPnKZRSlosubtVTmw0buoJQ2DgQ0REVEdmdKzBZbvvIRdyTko1+nd+kuXTi9gy5kscbt5kA8mdmuOMH8lZg40DOUZlhhhN7Cp7+pveSVlGPneVgDAhpMVa3A8/sNh/PJQ/2qfn5pbgoMp18UqWgBw/GqBzXOvXC9F/Lw1+L/pvTA8MVLc/+2ey3h/4znc3bcl8ku1+M+QVlh/IgMv/mZYa+W7+/shqXVojX6+xmj5jotYeyIDr93SWQzyzaXklqDnwo0AgPc2nEWpMXswLaklVE5UL5RJJQjwbphqh54u2E+B58Yl4lDKdaw7kYljV/M9sriJoxjYEBER1ZEO0Sp4y6Uo1epwy9KdeOGG9ujbyj2/+P539THx8ZmFY6H0sl5YNFJlfx7N3ku2Ax570vJKEaXydnhNnPc3nrO5/8Dl6/hxXypuMy7Aas9zq45ix/kcu8e/mNbLanFH01yivvEhuJxTgowCQ0Zr8cazAID/22G5bsqdn+/G21O6iKW+m7IiTTnm/3ESADDi3a14clRbrD9pf6ijKagJ8VPgiVFtATTuTIIrPTikNQ5cNgQ2ALD2RIbdctqernGGa0RERC4glUoQH+YPADh2NR+3f7YbC/88iWn/txff7UuF2oXD29VaHR757hCW/HMeAPD9vlTxmK2gBgAiAyoqUHnLLb8y7L2Yiz+OpDn02p9sSUb/NzbjSwcWVDQ5d63Q7rGfD16xewwA9HqhyqDmzcmdMaJ9BMZ2jLR5fM/FXDGoqc7TPx/F4g1nG/3chersTrZ8v9/dcFbM6s2f0AE3dom2+bynx7SzqtxFdc9Urh0w/C24VqDGJ1uSxXlP5sc9GQMbIiKiOtQ8yLIc7RfbL2Lb2Sy89Psp/HLRdf/s/n4kDX8cScPb687gWoEacpkhc/LJXT3sPifCbM2Qe/vHWR1/5LtDeGjFAZTrqr7b/uZaQwECU+bDEQqzYXwHXhiJR4a3waJJnQEYgqoDl6/bfW5+qdZqn9JLiufHJ+LSGzfg9t6xkEgk+OiOrrivrXMBSetwP8waGI8nRrYV932w6ZzFsL7Kysr1WLTmFF749Vi175Wn+vec4efvExdidezOvrH4eKrl56x9tAp7nx+BOz1gLlpjEOKnEB9rtDrMW3UMb649jYe/PYiXfzuOAW9sRl5JwxQEqU8MbIiIiOpQoI/C7rG9Wa77Z9d8nsp3e1Oh1Rnu0A5uG273ORFmQ9HuTYpDmL/Canja38czsPn0NYfaUFKmw88Hqs62AEBWoQb/GAOF/93XB6H+Sjw5uh0m9ahYWf4/3+y393Tk2viCduqVsXhgcGur/SHKijvVptK4c4a1wf4XRuLLe3vhc+O6PeM7R+HSGzdg05ND8cKNHTC1r+UX8qqqxH22LRnLtl3Ait0pGP/hvziSmmf3XE91MCUPADB9QJzFWjN/zBkoZgT/M7gVJBLgl4f64+/HBlkEzlS/WoX7I9A4jym7qAybjL+z285m4etdl5GWr8ZP+6v/3XR3DGyIiIjqUNeYwCqP3/rZHpSVN/xde/PJ/qbMiY9cVmV5XZW3HPMndMALN7RHsyAfbJw7BOsfH4KnRre1OO+Bb+xnbbQ6PcwLiD310xGk5BjKYX+06RzeW3/G6jkfb66YX9OlRcX7aT5kLjzA/pdi8zvPUgnwnyGt7M7tCTe7zI//ScIbkzpjzvA2CPNXYkT7SIxsH4GtTw/FR3daZhzCA5T4fc4AdGymAgAUVyplbFKo1uLzfyuG4J3NLMJzq47ZPNdT5RaX4djVfABAu6gAMZvVqbkKnc3677lxiTj80mj0bMkSza5wb1JLAIYMoy1avednE1k8gIiIqA7d2ScWrcL8cfeXe2weP5yaj7OZhejUvOoAqK5l2pgzEuxbfWWp6WaLHQb5GrJRtsot/3zgis3yz/svXUfl4fsTl+7An48MxLsbDAHWPUlxYvWy9PxSrNybAsBQ1tf0mia/zR6Am5fsQEpOsd3qTnklhqFoXVoEYsWsvgioInjz9gLWPzYAPkoFYkJ8Lb6IA4aFV1uG+tl8bpcWQegaE4QTaQVWa7SYrD+RifxSLeLD/LD49m6YuGQHsgodm7/jCY6k5uHWT3eJ2y1DfNE63B+dWwQi1N+y7yQSiZg1oIZnPhytsWLGhoiIqA7JZVIMTAiz+DIdF+prMfcmu0jTYO3540ga4p77y+ZQqbT8mn3BjrCRLXlu1TGbWQvTELiuZgFDbnEZvt1zWdw2nxOz92IutDoBnZsHYoiNYXKdmwci1E+B4jIdDqVYzrP5YOM59Hh1A85mFgEwZKRU3vJq15yJD/Nzem0cE39jP5eU2Q5sTHfHx3SMQpRx6FVeibbRTNZeuuU8yozZuvsGxIslzttHq2x+Tsh17AXoJvkl1nPTPA0DGyIionrQPNhHfDypRwtseXIwEgMNXwCvFdZdYJOaW4Id57Ot9n+98xLu+XIP3q001CvAuyLgUtZwLYt+rawniAPAX0fTLbYFQcCGU4aSvw8Pa4P3buuKbjFBAIDtZmuc3L5slziUzTRMrV1UgM3XkEolGJhgWHm+8jopizeeRW5xmVisoCGqbfkpDO9nodoysFFrdbj1051IyTX8PO2jAxBkzJCV6wW7GR4A2HQqE7cv24WTabbX3XEnV/MMQxwXTeqMlyZ0cHFrqCqD24bjlZs7ittSCTBrYEVGtqqCHJ6CgQ0REVE9mN4/DlIJEKD0Ekvd+hlH4dTVndFJS3dg0Fv/4K4v9mDz6UyLYy//fgL/nsvGJWOgYPLXI4Pw3f390K9ViDgx3lkSiQTbnh6GYF85WoX7iXNoTF/iTc5kFiI1txRKLykGJYRhUo8WuM245ktyVrF4Xk5xGY5ezcesr/eJw9PMJ6BXNijBkMnZbhbQZdkIFiuXqK4PLYwB7LlrRRb71xxLx75LFV8Uh7aLgLdcBpUxsLQXtKTnl2Lm1/ux52Iunv75SD212jGHUq4j7rm/EPfcXxbzwkrLdPhm92V8u+eyuOhplxYNO7SSnCeTSjAtKU7MhO6eNwLPjkvE9w/0AwAcuZKH0jLPLlvOOTZERET14I4+sZjYvTlkUgnkMim0Wi28jQmEwiru1jtKrxfESlQAsOdCLoYn2l6XxeSBwa0QG+qL2FBfJLVOqtXrx4b6YudzI+Atl+Lzfy/g9TWnceRKnsU5ey4YFvFMah0KX2NmI8w476JyxuLDSiWTVVWsLG/6En0hqyKYqDwsDQDU2vqfDG2aK3Xg8nWs2H0ZYzpGITxAaRG4PD4yQZxbMighHH8dS8cP+1LRoZkKAZV+zpd/OyE+1rq4NPR7GyrKcz+36ijeu60bzl8rwozle5GaW2pxbutw/4ZuHtXQ8hm9IQgQC2r0jQ9BlMobGQVqHE7NQ1Jr91xU2BFO38rYtm0bJkyYgGbNmkEikeDXX3+1OC4IAl566SVER0fDx8cHI0eOxLlztqsvEBERNWbechnkZuux+BgDmyJ17QObokpzOsznqWjKre+67p43As+Pb1/r1zXno5BBIpFgZHtDQLUzOQfXzebymLIosWbzV8ICLMtFm1QeTmdaZ8eW5kGGLEmBuhzf7rmM19ecwgPfHLA672ym/UU+60pMSMWQwxd+PY7er23EruQcXMoxZKReubkjHjdb8yY+zDDPYdWhq7j/f/ut5tocN1YXAwwV1My3a+LYlXws3XLe6fVzSsrKLYb6rTp4Fb8cuIKR7221CmoeHNKai2x6EIlEYlElUCKRoHWE4XNpq8iIJ3E6sCkuLkbXrl2xZMkSm8ffeustfPjhh/j000+xZ88e+Pn5YcyYMVCrPfuNIiIiqi1vL8OX2CJN7Yai/W/XJfRftNliX57Z8LZzmUWVnyJmSupDq3B/tI9WQacXLNa0yTEGOebVmML9KwKbZoHeuKGzYZieaV0dkxKt/SExfkovsaLbf1cfx2fbLojHTEEPYFg3p775KrwsghsAeHDFAVzMNgQ2rcIsMxmm+UEAsPtCLh7+9qCYmVl3IsOqoMONH23H/ku5NWrb+WtFmPDxdry19gzeXn8GO89n41o1X1xLy3T4zzf70eGldQAAP4VMDMae/MlyaFy3mCCseXQQnhuXWKP2kfswZVSL7RTB8BROBzbjxo3DwoULccstt1gdEwQB77//Pl544QXcfPPN6NKlC/73v/8hLS3NKrNDRETU1IhD0WqRsVm05hRe+u2E1VCu42n5YrW13w5ftTgWG+IrVquqL6M7GLI2qw8ZXnvH+Wx8ZyzbHGoW2ISZBTaPjUxAbKjtamTVVdQyL85g7lmzL9n2KpXVta+m97bYzi/VinOI4sIsf75+rUKx7J6e4vbfxzOw5lg61Fod/mMj6wQAJ2pYRGDpP+fFx8u2XsDUL/bgni/32jy3QK3F2uPp+L8dF7HuRMV8rbuTWuKFG6wzfXv/OwK/zh6ADsZ1fMiz+SkMf5yuV7HQrCeo0zk2Fy9eREZGBkaOHCnuCwwMRN++fbFr1y7ccccdVs/RaDTQaCom/BUUGH55tVottFr3KztnapM7tq0pYn+4F/aHe2F/uBetVosA43SK9PzSGvfLMrPsBAAovKQo1+lx5XopRry7BZufGIS/jxmqky25syvUWj3iw3zr/XNwY+cIfLDpHLafz0ZuYSkW/F4xVyTQWya+vpfZCLPO0QGIVinwyZaKff1bhaB9dABu6BheZZt97Ax9Gp4Qgp6xQTiQkodxHaOqvEZd/Y60DPbG/ueH4VqhBuM/2inuj1QpEeHnZXX94W1Dce7V0Xj5j5NYufcK/j6WjvS8isILz41tizfWVsxv+WTLeRy4lIvXJ3aA0sEhX4IgWBRXMDmTWYil/5zF5ZxSvDC+nTiE7LU/T+CH/ZYBcd/4YDw5ojV0ests2n39WyLYrE/rAv9euVaO8abIO+vP4u4+LSCXGLKI7tAfzrRBItSikLpEIsHq1asxceJEAMDOnTsxYMAApKWlITo6Wjzvtttug0QiwQ8//GB1jfnz52PBggVW+1euXAlf35rVlCciInJHV4qBt496wddLwOu9dKhmeRUr5XrgyT2W9yR9ZALuTtDj89OGL6iPdCzH0pMy6AQJXu5RjhDbU1rqxX/3y1CklWBqax1WJld8AZ/TQYeEwIqvGxcLgUKtBF1CDPuWnpTiTL4U/nIBL3bXiZmtqhzLleCLM5Ynjo/RYUwLAUVa4GiuBN1DBfg0cJmkHDXw5hEZBACz2unRLsj+16wNVyX4M8XwMyhlAjQ6CW6I0WF0CwEbrkpwOEeKK8UVH5I7W+vQL8Kxr21ZpcDCw16QSQR0CRGQo5Ygpdj6AzernQ7tgwSrz9XcTuVoaVZxe0emBD9eMLT1wUQd2gc3jnV4yOCxXRX97yUR0CtcwJ2tXVu8wqSkpARTp05Ffn4+VKqqM4Qur4o2b948zJ07V9wuKChATEwMRo8eXW3jXUGr1WLDhg0YNWoU5HKunutq7A/3wv5wL+wP96LVarFm3Qb4yGUo0erQqscgtI82fHMUBAHH0wrQNsK/yjvyx68WAHt2W+wr1UnwzF3jcOrrA9h+PgfezdtDd8JQtOfmcaOsqm7Vp6UXduJMZpFFUAMAgwckoXtskN3njRsn4GqeGn5KGYJ9HZsLNB7AXddLER3ojTnfHcbG01m4Y2QfJLUyVHS6zYFr1NfvyD2THDuvXVYx/vxwBwBAo5PARy7F2zNHQi6TYjyAQrUWI9/fjtxiwx3rDh07Y3zvFtVeN79Ui9WH04DDZ9AtJhjf398HADBi8b9IqTTx/4szMsy/MRHAaXGfj1yKaRNHw89skdlxgoA70goQpfJGuJ0CELXBv1eu9cbJbUg3zu8qFyTYfU2CW+L0mDDW9f1hGs3liDoNbKKiogAAmZmZFhmbzMxMdOvWzeZzlEollErrXxC5XO7yN7Iq7t6+pob94V7YH+6F/eE+5FKgSwsV9ly8jnNZJegSa1jocmdyNqZ+vgeJUQFY+/hgu88/lVlstS8iQAm5XI6BCeHYfj4H722smFcR5OdjUf2ovqXlWU9Mj1J5o0tsCOTVDKGKj3C+uEF8hOFz/dm03sgoUKNZkO15N9Vx1e9I60jLG7gqHzl8vSu+E4XI5Vj10AAMfWcLACCtQIOjaUXo2TJYPCe/RIv/7bqEG7s2Q1yoL3ZdyMGj3x1CdpFhrkSbiADxZ9s4dyi6LFhnVQZ7/p+nLbYX3NwJQf7W72WPuDCrfXWNf69cY+ldPXDL0p0W+948IkNCj5IG6feqOPN5qNOZhPHx8YiKisKmTZvEfQUFBdizZw+SkmpXL5+IiKgxSIgwVMk6e62iFPEh43o0pzMKq1yR/nJuRWDTNz4E4zpF4f+ME9cn9zDcyTefD9GQQQ0AfDi1u8X2xrlDsOXpofVeClgqldQ4qHEleaWCDrYWR4wL88Mt3ZsDAD7ZkozJn+zE1TxD1kWvFzBx6Q68u+Es3ll/Bn8eTcfUz/eIQQ0ARKgqAiWFl1QszV1ZkK8cn97dAytn9RUXUaWmo3tsMHqZBcwAkKuRIMDb5YO7nOJ0a4uKinD+fMXdoIsXL+Lw4cMICQlBbGwsHn/8cSxcuBAJCQmIj4/Hiy++iGbNmonzcIiIiJqyNuGG0rnnbZRkBoCLWcXobGcVd1PFoql9Y7Hw5k4WgUuYvwJymcSqbHJDGtYuAmM6RopVtSJUSq5v4oSPpvawud9bbhkAXcgqQvMgHxxMuS6WlV5zLB3acus5EdGBlgHfE6Pa4mR6Ae5NisPojpFIMpYND/FTYGynaKvnU9PRt1UI9l+uWOj29lY6xIX6ubBFznM6Y7N//350794d3bsb7srMnTsX3bt3x0svvQQAeOaZZ/DII4/ggQceQO/evVFUVIS1a9fC27vqso1ERERNQRtjxuZMZqFhbs3VfPx7Lks8PuHj7XYXlvxx/xUAQIdolVU2RiKRWKwXM75zVF033SGdm1cEZQFKz7rb6wpzhrVBp+YqHJs/GkPahts8Z2ynaItCE9cKDBWsUq9XVFITBGD9yczKT8XYTpafg9bh/tj85FDc2z8O0YE+4npAHZvZDqap6RjbsSKwndYvFv0jPa9AhNOBzdChQyEIgtV/y5cvB2D4w/rKK68gIyMDarUaGzduRNu2bau+KBERURNhythcuV6K+5bvw40fbcfuC5YLMM5bdczqeRlmCzfaGx5ivhhk77iQumiu0+7q2xLRgd4Y1i4cEmfLvjVBT41phz8fGVRlkYchbcOx87nh6GEswPDkT0eQW1yGP4+kW53rq5Bh2T09Eegjxzu3drUIdm3569FBmDEgDs+P5yKbTV2n5hVzviZ0cc2NkdrirRQiIqIGFGq2QOU/Z7JsnpOeV2q17+iVPPHx8MQIm8+7qVsz7LqQAwBQNWA1NHPBfgpse2YYvBp4fk9jFx3og9Edo3DQOB9rwR8ncCrdulrUoIQwjOkYhdEdIh0KLJsF+eDlCR3rurnkgSQSCTY9OQTnrxWhW0wQ0qzvr7i9+l2GmIiIiKw8PLR1lcczCzUW2/mlWhy9kg8AuLVnC7t398d3ioafQga5TIIelSYCNyS5TMpsTT2YNTAeU3oaikT8djgNacYs3g8P9INEYpiLc2tPw8R/vv9UE63D/TGmo2dmawBmbIiIiBrcoyMSsHRLst3j5pXNfj5wBU/9dETc7hNvf4hZoK8cqx4egHK9HvFhnjXpl6rnJZPi5Qkd8POBK+K+9tEq9G0Vir3Pj4SvQmax9gxRU8NPPxERUQPzlsvgLZdarSdi7mxmIVbuScHynZfEfT5yGW7oUnXlqnZRAVUeJ89WOVv3+MgEAKiXRTOJPA2HohEREblAuyhVlcf/PJpuEdQAQI+WQfBV8J5kU6f0Mnx9G9ou3KOHDRHVNQY2RERELnB7NYsg7ruYa7WPk7wJAL6a0Ru39myBxbd1c3VTiNwKAxsiIiIXuKlbM4vtUD8FhrarWMckLd+6MhrnzRAA9G8dhrdv7Yrgako5EzU1zGcTERG5gH+lSd4b5w5BsJ8CB1OuY9LSnbicU7H44qCEMIxIjIBcxvuRRET2MLAhIiJyMblMIt59D/SxnByeEOGPb2b2dUWziIg8Cm/9EBERuciye3oi2FeOz6b1EvcF+1oOL/q/6b0bullERB6JGRsiIiIXsbVCfLBvRcamV8tgxIT4uqJpREQehxkbIiIiF6q8QrxEIkHn5oEAgF5x9hfjJCIiS8zYEBERuZlFkzpj78Vc3NUv1tVNISLyGAxsiIiI3Eyn5oHoZMzaEBGRYzgUjYiIiIiIPB4DGyIiIiIi8ngMbIiIiIiIyOMxsCEiIiIiIo/HwIaIiIiIiDweAxsiIiIiIvJ4DGyIiIiIiMjjMbAhIiIiIiKPx8CGiIiIiIg8HgMbIiIiIiLyeAxsiIiIiIjI4zGwISIiIiIij+fl6gZUJggCAKCgoMDFLbFNq9WipKQEBQUFkMvlrm5Ok8f+cC/sD/fC/nAv7A/3wz5xH+wL9+JO/WGKCUwxQlXcLrApLCwEAMTExLi4JURERERE5A4KCwsRGBhY5TkSwZHwpwHp9XqkpaUhICAAEonE1c2xUlBQgJiYGKSmpkKlUrm6OU0e+8O9sD/cC/vDvbA/3A/7xH2wL9yLO/WHIAgoLCxEs2bNIJVWPYvG7TI2UqkULVq0cHUzqqVSqVze0VSB/eFe2B/uhf3hXtgf7od94j7YF+7FXfqjukyNCYsHEBERERGRx2NgQ0REREREHo+BjZOUSiVefvllKJVKVzeFwP5wN+wP98L+cC/sD/fDPnEf7Av34qn94XbFA4iIiIiIiJzFjA0REREREXk8BjZEREREROTxGNgQEREREZHHY2BDREREREQej4ENuT3WtyAiIiKqO431uxUDGzNqtdrVTaBK8vLyUF5eLm431l9ET5CcnIzk5GQAsOgTco3jx4/jl19+gU6nc3VTCMC5c+fwzjvv4MyZM65uChmdP38egwcPxjfffAOA/364UkZGBtLS0lBaWgoA0Ov1Lm5R01ZYWGix3Zh+NxjYACgrK8MTTzyBu+66C9OmTcO///7r6iY1eWVlZZg9ezbGjRuHG264AW+++Sb0ej0kEomrm9Ykbd68GQkJCZgyZQoAwMvLy8UtarrKysowc+ZMdOnSBYcOHYJUyj/jrqTT6TB79mx07twZp06dQlZWlqub1OSVlZVh2rRpSExMxPbt23HixIn/b+/Og6qq3z+Avy98WWQRAReSdDABl9xRGBkXTE1SUFwxKRa1BMfSchkpyyVyKYVymdTCLTVryi0VUzGcNLchERVRCAV3tEJFlOXy/P5o7k3Sfopc7jn33vfrL+fcA/N85s3nHJ9zzudcAOD5QwHl5eUYN24cunbtitDQULzyyit48OABj1sKKS8vR2xsLPr3749hw4Zh3bp1AMxrblj8X9bWrVvh7e2NjIwMBAUFISMjA/Hx8fjhhx+ULs1ibdy4Ec2bN8eZM2cwbdo0eHp6YtOmTVi7dq3SpVmsc+fOoUePHrh58ya+/PJLALxro4QlS5bA3d0d2dnZOHHiBBISEszqhGSKEhMTcfLkSRw4cADJycno1q0bAPO6AmpK5s+fD1dXV+Tn5yM3NxehoaG4fv06APDuppFduXIFPXr0QE5ODjZu3IiJEyfi0qVLmD59utKlWaS8vDx06dIF2dnZmDZtGlxcXDB//nzExsYqXZpBWfRl199//x3r16/H6NGjMWvWLADAyJEjER4ejpycHGWLs1CFhYXYtWsX3n77bUydOhUA0LNnTwQFBcHW1lbh6iyPiECj0SA/Px++vr7o2bMn5syZg6ioKNja2uo/p9p3584dzJo1C/7+/khNTQUAZGdnw8bGBg0bNoSzs7PCFVoWEUFJSQm2bNmC0aNHIyAgAIcPH8apU6fQunVrdOjQAU5OTkqXaVGSk5PxzTffYM2aNRg+fDgAwM/PT39V2traWsnyLM4vv/yC+/fvY8uWLfDw8EDXrl2RmprKY5VCUlJS4Orqip07d8LBwQEhISFYsWIFxo8fj5dffhlhYWFmcSfN9EfwDHRX0srKytCuXTtERUUB+PtqToMGDWBtba1fS0DGocvE1dUV06ZNQ0xMjP6zwsJC1KtXD/Xq1cMff/yhVIkWSde03Lx5EwMGDMDw4cNhY2ODmTNnAgBKSkqULM8i6OZG3bp1sXDhQmRkZGDv3r0YMWIEQkJCEBwcjD59+mD16tUKV2pZNBoNrl69iry8PAQHB2Py5MkYOnQo1q5di6FDh2Lw4MG4c+eO0mVaBN16jcGDByMjI0Pf1ACAo6Mj6tSpw3O6AoqKipCTkwMPDw8AwLVr15CZmQk3NzccPHhQ4eosT25uLioqKuDg4KC/KKk7v8ydO9ds/n9lUY3NsWPHAPxzEGzVqhU+/PBDNGvWDMDfV3PKyspQUlKCrl27KlanJdFloptcNjY2aNeuHerXrw8AiI+Px4svvoiSkhLExcWhd+/e2LVrFwAuPjS0f88P4J9cioqKcO/ePfj6+iI+Ph5ffPEFIiIiEB8fbzYHQ7X599wAgOjoaHh7e6Nfv36oW7cuVq1ahc8//xxt27bFjBkzsH//fqXKNXuPmx/PP/883N3dMWPGDOTn5yM1NRXbt29Hamoq0tPTkZCQwEfSatG/54ibm5v+YoxuW0BAALKysmBvb19lOxnW4+ZH165d4eLigoCAAAwbNgxNmzaFi4sLdu7cif79+2POnDkoLy9XqmSz9rg8nJ2dYW9vj127dunnyaFDhzB79mycPn0au3fvfuRnTJJYgC1btkjjxo3F3d1dLly4ICIiFRUV+s8rKyv1/7579674+PjIkSNHjF2mRXlcJlqt9pH9Jk2aJPv27ZPS0lI5f/68jBs3Tpo0aWLkas3bk7J48OCB+Pj4yI0bN0REZPbs2WJvby92dnaSnp5eZf5QzT3peHX8+HGZPn263Lp1S7/twoULEhYWJv379zd2uWbv/8vjzz//lDFjxoizs7MMGTJEtFqtfu589dVX4uLiIiUlJUqVbrae9vwhIpKbmytNmzaV1atXG69AC/K4LMrLy/WfX7hwQVJSUqR169aybt06/fb169eLo6OjXLp0ydglm7XH5VFaWioiIllZWRIWFiYuLi4SHh4uTk5O4u/vL1euXJHw8HAJDQ1VsHLDMfs7Nhs2bMDcuXPRo0cPtGrVCvPnzwdQ9Vnbh9cIHDp0CMXFxfD19dVvu3HjhvEKtgD/lcnDz3bqrhgkJiaid+/esLW1hY+PDzp37ozKykpkZ2crUru5eVIWlZWVEBF06tQJGzduRMeOHbF06VKEh4fDwcEBt2/fhkaj4YsEDORpjld+fn54//334e7urt/m5eUFJycniAju3btn9LrN1ZPycHV11R+ftFotrKys9HcE2rRpA1tbW5w9e1ax+s3R05w/HmZvbw87Ozv9a4bJcP4ri4ffmunl5YW//voL1tbWeO211/Tn9m7duqGsrAyZmZmK1G6O/isP3XrYVq1aYfHixUhKSkL9+vWxfv16HD16FI0bN0ZZWRmaNm2q8AgMw2wbG93bT7y9vdG7d28sWLAAAwcORFpaGtLS0qrs87AtW7YgKCgIrq6uOHHiBHr16oW4uDjTvzWnAtXJRHeS+vfC9N9++w09evRAy5YtjVe4GXraLKysrFBcXIxt27YhPj4e3bp1Q1ZWFhYuXIi+ffti1KhRAPj655qqztzQaDSPLEq/f/8+rl69ijZt2sDR0dGotZujp8mjrKwMADBw4EC8/vrr2L59O/bt26dveg4ePIgOHTqgQ4cOSgzB7DzLOV1E4OnpiUaNGuHIkSMAzOAxGxWobhYiAisrKxQWFurP7Tt37kSnTp3g7+9v9PrNTXXyaNKkCWJiYrB06VIMGjQIwN/fMVRQUABvb29F6jc4JW8X1Ybz588/8miM7rbo6dOnZeDAgVUe13h4X61WK4MGDZJPP/1UJkyYIFZWVhIZGSllZWXGKd5M1SQTEZGioiLJz8+XsWPHSrNmzWTHjh2P3Y+erLpZ6P72f/zxRzl+/HiVn/vpp5/ko48+ksrKSmbxjAwxNwoKCmT06NHSqlUrSU9Pr/2izVh189A9kpaXlyeRkZHi6OgoQ4YMkVdffVXc3NxkxYoVIsJjVU3UdI5UVlbKxIkTJTAwUIqLi2u/YDNW3Sx0jwfu3btXevbsKW3atJHly5dLTEyMuLm5SVJSktFqN0c1nRsXL16Uy5cvS0REhHTs2FHy8/Nrv2gjMJvG5ttvvxUvLy9p0aKF+Pv7S3Jysv6zh8NctWqVtG7dWlatWiUiVZ/LLSgoEI1GIxqNRgIDAyUrK8t4AzBDhshkz549MmnSJPHw8JCgoCA5f/688QZgRp41i4eflf73/vzP2rMzxNxISUmRuLg4cXd3l6CgIMnJyTHeAMyMoebH8uXLZerUqRITEyPZ2dnGKd5MGWKO6MTGxkpcXJx+rQFVjyHmx6FDhyQ0NFT69esngwYN4vyoAUPMjZKSEpkxY4a4ublJ9+7dJTc313gDqGVm0djs2bNHvLy8ZNmyZbJ792559913xcbGRlauXKlfuKmbYJcvX5YxY8ZIly5d5O7duyLyz8Kq06dPS3h4uOzdu1eZgZgRQ2VSUFAgycnJsn//fmUGYgZqmgXvWBqWoebGxYsXZdmyZbJv3z5lBmImOD/Ux1CZ6O6oMaNnV9MsHjx4oP9dWq1WioqKjD8IM2LI41VGRoYcOHDA+IOoZSbd2Og609mzZ4ufn1+VwMaPHy+dO3eWzZs3P/JzO3bskM6dO8vMmTPl5MmTMmDAACkoKDBa3ebMUJmEhIQwkxpiFurC45W6cH6oDzNRD2ahLszj6Zn0ywN0C8uzsrLQvHlz2NjY6N+JnpCQAHt7e2zbtg3Xr18H8M/iqV69esHf3x9z5syBn58fKioq0LBhQ2UGYWYMlUl5eTkzqSFmoS48XqkL54f6MBP1YBbqwjyqQenOqjr27Nkjb731liQlJcnRo0f121euXCnOzs6P3HZeuXKl+Pr6Slpamn7f4uJiSUpKEmtrawkKCpLMzEzjDsLMMBP1YBbqwjzUhXmoDzNRD2ahLszj2ZlEY3P16lUJCQmRhg0bSkREhLRt21ZcXFz0YZ87d048PT3lgw8+EBGpskDQw8Ojyps3zpw5IwEBAVW+KIqqj5moB7NQF+ahLsxDfZiJejALdWEeNaf6xubevXsSFRUl4eHhkpeXp9/u7+8v0dHRIiJy584dSUhIkDp16uifHdQ9j9izZ08ZO3as8Qs3Y8xEPZiFujAPdWEe6sNM1INZqAvzMAzVr7FxcHCAnZ0doqOj0axZM/03nPfv3x9nz56FiMDZ2RmjRo1Cp06dMGLECOTn50Oj0aCgoACFhYUICwtTdhBmhpmoB7NQF+ahLsxDfZiJejALdWEehqEREVG6iCcpLy+HjY0NgL+/NdjKygoRERFwdHTEypUr9ftduXIFQUFBqKioQOfOnfHrr7+iZcuW2LhxIxo1aqRU+WaJmagHs1AX5qEuzEN9mIl6MAt1YR41ZxKNzeN069YNb7zxBqKiolBZWQkAsLKyQm5uLtLT03H06FG0b98eUVFRCldqOZiJejALdWEe6sI81IeZqAezUBfmUT0m2djk5eUhMDAQO3fuhJ+fHwCgrKwMtra2CldmuZiJejALdWEe6sI81IeZqAezUBfmUX2qX2PzMF0PdvDgQTg5OelDnj17NiZOnIjCwkIly7NIzEQ9mIW6MA91YR7qw0zUg1moC/N4dv9TuoDq0H1B0bFjxzB06FDs3bsXb775JkpKSvD111+b/5cOqRAzUQ9moS7MQ12Yh/owE/VgFurCPGrAmK9gM4T79++Lt7e3aDQasbOzk/nz5ytdksVjJurBLNSFeagL81AfZqIezEJdmMezMck1Nn379oWPjw8SExNhb2+vdDkEZqImzEJdmIe6MA/1YSbqwSzUhXlUn0k2NlqtFtbW1kqXQQ9hJurBLNSFeagL81AfZqIezEJdmEf1mWRjQ0RERERE9DCTeisaERERERHR47CxISIiIiIik8fGhoiIiIiITB4bGyIiIiIiMnlsbIiIiIiIyOSxsSEiIiIiIpPHxoaIiIiIiEweGxsiIqpV0dHR0Gg00Gg0sLGxQaNGjdC3b1+sWrUKlZWVT/171qxZg3r16tVeoUREZNLY2BARUa0LDg7GtWvXcPHiRaSkpKBXr16YOHEiQkJCUFFRoXR5RERkBtjYEBFRrbOzs4OHhwc8PT3RqVMnvPfee9i2bRtSUlKwZs0aAEBiYiLatm0LR0dHNGnSBOPHj0dxcTEAIC0tDTExMbh9+7b+7s+sWbMAAKWlpZgyZQo8PT3h6OiIgIAApKWlKTNQIiJSDBsbIiJSxEsvvYT27dtj8+bNAAArKyssXrwYZ86cwdq1a7F//35MmzYNABAYGIjPPvsMdevWxbVr13Dt2jVMmTIFADBhwgQcPnwYmzZtQmZmJoYPH47g4GDk5OQoNjYiIjI+jYiI0kUQEZH5io6ORlFREbZu3frIZyNHjkRmZiaysrIe+ez7779HbGwsbt26BeDvNTaTJk1CUVGRfp+CggK88MILKCgoQOPGjfXb+/TpA39/f8ydO9fg4yEiInX6n9IFEBGR5RIRaDQaAMC+ffswb948ZGdn486dO6ioqMCDBw9QUlICBweHx/78qVOnoNVq4evrW2V7aWkp3N3da71+IiJSDzY2RESkmLNnz6JZs2a4ePEiQkJCEBcXh48//hhubm44ePAgxowZg7Kysv9sbIqLi2FtbY309HRYW1tX+czJyckYQyAiIpVgY0NERIrYv38/Tp06hXfeeQfp6emorKzEokWLYGX19/LP7777rsr+tra20Gq1VbZ17NgRWq0WhYWF6N69u9FqJyIi9WFjQ0REta60tBTXr1+HVqvFjRs3sHv3bsybNw8hISGIjIzE6dOnUV5ejiVLliA0NBSHDh3C8uXLq/wOLy8vFBcXIzU1Fe3bt4eDgwN8fX0RERGByMhILFq0CB07dsTNmzeRmpqKdu3aYcCAAQqNmIiIjI1vRSMiolq3e/duPPfcc/Dy8kJwcDB+/vlnLF68GNu2bYO1tTXat2+PxMRELFiwAG3atMGGDRswb968Kr8jMDAQsbGxCA8PR4MGDfDJJ58AAFavXo3IyEhMnjwZLVq0QFhYGI4fP46mTZsqMVQiIlII34pGREREREQmj3dsiIiIiIjI5LGxISIiIiIik8fGhoiIiIiITB4bGyIiIiIiMnlsbIiIiIiIyOSxsSEiIiIiIpPHxoaIiIiIiEweGxsiIiIiIjJ5bGyIiIiIiMjksbEhIiIiIiKTx8aGiIiIiIhMHhsbIiIiIiIyef8HnzQNH7pPKjYAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "df[\"Date\"] = pd.to_datetime(df[\"Date\"])\n", + "columns = list(df.columns)\n", + "columns.remove(\"Date\")\n", + "for column in columns:\n", + " df[[column, \"Date\"]].plot(x=\"Date\", y=column, figsize=(10,5), grid=True, title=f\"Feature: {column}\")\n", + " plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "There are so many features! But, for now we will use only the main features: Open, High, Low, Close" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Preprocessing" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First, we need normalize the dataset" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "df_norm = df[[\"Open\", \"High\", \"Low\", \"Close\"]]\n", + "sc_train = MinMaxScaler(feature_range = (0, 1))\n", + "sc_target = MinMaxScaler(feature_range = (0, 1))\n", + "df_norm = pd.DataFrame(sc_train.fit_transform(df_norm), columns=[\"Open\", \"High\", \"Low\", \"Close\"])\n", + "sc_target.fit_transform(df[\"Close\"].values.reshape(-1, 1))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's split the data into windows of size 10" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The dataset will be splited into two datasets: Train dataset (first 90% from data) and test dataset (last 10% from data)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "def preprocessing(stock, seq_len):\n", + " amount_of_features = len(stock.columns)\n", + " data = stock.values\n", + " sequence_length = seq_len + 1\n", + " result = []\n", + " for index in range(len(data) - seq_len):\n", + " result.append(data[index: index + sequence_length])\n", + "\n", + " result = np.array(result)\n", + " # Row to divide\n", + " row = round(0.9 * result.shape[0])\n", + " train = result[:int(row), :]\n", + " x_train = train[:, :]\n", + " y_train = train[:, :][:,-1]\n", + " x_test = result[int(row):,:]\n", + " y_test = result[int(row):,][:,-1]\n", + "\n", + " x_train = np.reshape(x_train, (x_train.shape[0], x_train.shape[1], amount_of_features))\n", + " x_test = np.reshape(x_test, (x_test.shape[0], x_test.shape[1], amount_of_features)) \n", + "\n", + " return x_train, y_train, x_test, y_test, row" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "window = 10\n", + "x_train, y_train, x_test, y_test, offset_to_test = preprocessing(df_norm, window)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
DateOpenHighLowCloseAdj CloseVolumeSP_openSP_highSP_low...GDX_LowGDX_CloseGDX_Adj CloseGDX_VolumeUSO_OpenUSO_HighUSO_LowUSO_CloseUSO_Adj CloseUSO_Volume
02011-12-15154.740005154.949997151.710007152.330002152.33000221521900123.029999123.199997121.989998...51.57000051.68000048.9738772060560036.90000236.93999936.04999936.13000136.13000112616700
12011-12-16154.309998155.369995153.899994155.229996155.22999618124300122.230003122.949997121.300003...52.04000152.68000049.9215131628540036.18000036.50000035.73000036.27000036.27000012578800
22011-12-19155.479996155.860001154.360001154.869995154.86999512547200122.059998122.320000120.029999...51.02999951.16999848.4905781512020036.38999936.45000135.93000036.20000136.2000017418200
32011-12-20156.820007157.429993156.580002156.979996156.9799969136300122.180000124.139999120.370003...52.36999952.99000250.2152821164490037.29999937.61000137.22000137.56000137.56000110041600
42011-12-21156.979996157.529999156.130005157.160004157.16000411996100123.930000124.360001122.750000...52.41999852.95999950.186852872430037.66999838.24000237.52000038.11000138.11000110728000
..................................................................
17132018-12-24119.570000120.139999119.570000120.019997120.0199979736400239.039993240.839996234.270004...20.65000021.09000021.090000605070009.4900009.5200009.2800009.2900009.29000021598200
17142018-12-26120.620003121.000000119.570000119.660004119.66000414293500235.970001246.179993233.759995...20.53000120.62000120.620001763652009.2500009.9200009.2300009.9000009.90000040978800
17152018-12-27120.570000120.900002120.139999120.570000120.57000011874400242.570007248.289993238.960007...20.70000120.96999920.969999523930009.5900009.6500009.3700009.6200009.62000036578700
17162018-12-28120.800003121.080002120.720001121.059998121.0599986864700249.580002251.399994246.449997...20.57000020.60000020.600000498350009.5400009.6500009.3800009.5300009.53000022803400
17172018-12-31120.980003121.260002120.830002121.250000121.2500008449400249.559998250.190002247.470001...20.55999921.09000021.090000538666009.6300009.7100009.4400009.6600009.66000028417400
\n", + "

1718 rows × 81 columns

\n", + "
" + ], + "text/plain": [ + " Date Open High Low Close Adj Close \\\n", + "0 2011-12-15 154.740005 154.949997 151.710007 152.330002 152.330002 \n", + "1 2011-12-16 154.309998 155.369995 153.899994 155.229996 155.229996 \n", + "2 2011-12-19 155.479996 155.860001 154.360001 154.869995 154.869995 \n", + "3 2011-12-20 156.820007 157.429993 156.580002 156.979996 156.979996 \n", + "4 2011-12-21 156.979996 157.529999 156.130005 157.160004 157.160004 \n", + "... ... ... ... ... ... ... \n", + "1713 2018-12-24 119.570000 120.139999 119.570000 120.019997 120.019997 \n", + "1714 2018-12-26 120.620003 121.000000 119.570000 119.660004 119.660004 \n", + "1715 2018-12-27 120.570000 120.900002 120.139999 120.570000 120.570000 \n", + "1716 2018-12-28 120.800003 121.080002 120.720001 121.059998 121.059998 \n", + "1717 2018-12-31 120.980003 121.260002 120.830002 121.250000 121.250000 \n", + "\n", + " Volume SP_open SP_high SP_low ... GDX_Low GDX_Close \\\n", + "0 21521900 123.029999 123.199997 121.989998 ... 51.570000 51.680000 \n", + "1 18124300 122.230003 122.949997 121.300003 ... 52.040001 52.680000 \n", + "2 12547200 122.059998 122.320000 120.029999 ... 51.029999 51.169998 \n", + "3 9136300 122.180000 124.139999 120.370003 ... 52.369999 52.990002 \n", + "4 11996100 123.930000 124.360001 122.750000 ... 52.419998 52.959999 \n", + "... ... ... ... ... ... ... ... \n", + "1713 9736400 239.039993 240.839996 234.270004 ... 20.650000 21.090000 \n", + "1714 14293500 235.970001 246.179993 233.759995 ... 20.530001 20.620001 \n", + "1715 11874400 242.570007 248.289993 238.960007 ... 20.700001 20.969999 \n", + "1716 6864700 249.580002 251.399994 246.449997 ... 20.570000 20.600000 \n", + "1717 8449400 249.559998 250.190002 247.470001 ... 20.559999 21.090000 \n", + "\n", + " GDX_Adj Close GDX_Volume USO_Open USO_High USO_Low USO_Close \\\n", + "0 48.973877 20605600 36.900002 36.939999 36.049999 36.130001 \n", + "1 49.921513 16285400 36.180000 36.500000 35.730000 36.270000 \n", + "2 48.490578 15120200 36.389999 36.450001 35.930000 36.200001 \n", + "3 50.215282 11644900 37.299999 37.610001 37.220001 37.560001 \n", + "4 50.186852 8724300 37.669998 38.240002 37.520000 38.110001 \n", + "... ... ... ... ... ... ... \n", + "1713 21.090000 60507000 9.490000 9.520000 9.280000 9.290000 \n", + "1714 20.620001 76365200 9.250000 9.920000 9.230000 9.900000 \n", + "1715 20.969999 52393000 9.590000 9.650000 9.370000 9.620000 \n", + "1716 20.600000 49835000 9.540000 9.650000 9.380000 9.530000 \n", + "1717 21.090000 53866600 9.630000 9.710000 9.440000 9.660000 \n", + "\n", + " USO_Adj Close USO_Volume \n", + "0 36.130001 12616700 \n", + "1 36.270000 12578800 \n", + "2 36.200001 7418200 \n", + "3 37.560001 10041600 \n", + "4 38.110001 10728000 \n", + "... ... ... \n", + "1713 9.290000 21598200 \n", + "1714 9.900000 40978800 \n", + "1715 9.620000 36578700 \n", + "1716 9.530000 22803400 \n", + "1717 9.660000 28417400 \n", + "\n", + "[1718 rows x 81 columns]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_norm" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Building the LSTM model" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "from keras.models import Sequential\n", + "from keras.layers import Dense, LSTM" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(1537, 11, 4)" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x_train.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "model=Sequential()\n", + "model.add(LSTM(50,return_sequences=True,input_shape=(window,4)))\n", + "model.add(LSTM(50,return_sequences=True))\n", + "model.add(LSTM(50))\n", + "model.add(Dense(1))\n", + "model.compile(loss='mean_squared_error',optimizer='adam')" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Model: \"sequential\"\n", + "_________________________________________________________________\n", + "Layer (type) Output Shape Param # \n", + "=================================================================\n", + "lstm (LSTM) (None, 10, 50) 11000 \n", + "_________________________________________________________________\n", + "lstm_1 (LSTM) (None, 10, 50) 20200 \n", + "_________________________________________________________________\n", + "lstm_2 (LSTM) (None, 50) 20200 \n", + "_________________________________________________________________\n", + "dense (Dense) (None, 1) 51 \n", + "=================================================================\n", + "Total params: 51,451\n", + "Trainable params: 51,451\n", + "Non-trainable params: 0\n", + "_________________________________________________________________\n" + ] + } + ], + "source": [ + "model.summary()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Training the model" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 1/10\n", + "WARNING:tensorflow:Model was constructed with shape (None, 10, 4) for input KerasTensor(type_spec=TensorSpec(shape=(None, 10, 4), dtype=tf.float32, name='lstm_input'), name='lstm_input', description=\"created by layer 'lstm_input'\"), but it was called on an input with incompatible shape (None, 11, 4).\n", + "WARNING:tensorflow:Model was constructed with shape (None, 10, 4) for input KerasTensor(type_spec=TensorSpec(shape=(None, 10, 4), dtype=tf.float32, name='lstm_input'), name='lstm_input', description=\"created by layer 'lstm_input'\"), but it was called on an input with incompatible shape (None, 11, 4).\n", + "49/49 [==============================] - 31s 19ms/step - loss: 0.0383\n", + "Epoch 2/10\n", + "49/49 [==============================] - 1s 18ms/step - loss: 0.0015\n", + "Epoch 3/10\n", + "49/49 [==============================] - 1s 17ms/step - loss: 0.0018\n", + "Epoch 4/10\n", + "49/49 [==============================] - 1s 17ms/step - loss: 0.0013\n", + "Epoch 5/10\n", + "49/49 [==============================] - 1s 18ms/step - loss: 0.0013\n", + "Epoch 6/10\n", + "49/49 [==============================] - 1s 17ms/step - loss: 0.0011\n", + "Epoch 7/10\n", + "49/49 [==============================] - 1s 19ms/step - loss: 0.0012\n", + "Epoch 8/10\n", + "49/49 [==============================] - 1s 18ms/step - loss: 0.0012\n", + "Epoch 9/10\n", + "49/49 [==============================] - 1s 18ms/step - loss: 0.0024\n", + "Epoch 10/10\n", + "49/49 [==============================] - 1s 18ms/step - loss: 0.0012\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model.fit(x_train, y_train, epochs=10)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's use the model to predict the last 10% instances from dataset" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "WARNING:tensorflow:Model was constructed with shape (None, 10, 4) for input KerasTensor(type_spec=TensorSpec(shape=(None, 10, 4), dtype=tf.float32, name='lstm_input'), name='lstm_input', description=\"created by layer 'lstm_input'\"), but it was called on an input with incompatible shape (None, 11, 4).\n" + ] + } + ], + "source": [ + "test_predict=model.predict(x_test)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[0.37402654],\n", + " [0.36994243],\n", + " [0.36669347],\n", + " [0.36274964],\n", + " [0.3579549 ]], dtype=float32)" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "test_predict[:5]" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "171" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(test_predict)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We need to apply the inverse transform normalization to get the real values" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "test_predict = sc_target.inverse_transform(test_predict)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "And plot this..." + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(12,8))\n", + "plt.plot(range(offset_to_test, len(df)-window), test_predict, label=\"Predict\")\n", + "plt.plot(df[\"Close\"], label=\"Real\")\n", + "plt.legend()\n", + "plt.title(\"Prediction vs Real\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "So, let's see the graph closer" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(12,8))\n", + "plt.plot(range(offset_to_test, len(df)-window), test_predict, label=\"Predict\")\n", + "plt.plot(df[df.index >= offset_to_test][\"Close\"], label=\"Real\")\n", + "plt.legend()\n", + "plt.title(\"Prediction vs Real\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Even using only the columns Open, High, Low and Close the results were interesting. So for a future work is interesting use more features in order to get best results " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "venv", + "language": "python", + "name": "venv" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.5" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +}