diff --git a/data/time_series/africa_daily_time_series_cases.csv b/data/time_series/africa_daily_time_series_cases.csv
index 640fac3..eefae00 100644
--- a/data/time_series/africa_daily_time_series_cases.csv
+++ b/data/time_series/africa_daily_time_series_cases.csv
@@ -1,54 +1,54 @@
-Country/Region,Lat,Long,1/22/20,1/23/20,1/24/20,1/25/20,1/26/20,1/27/20,1/28/20,1/29/20,1/30/20,1/31/20,2/1/20,2/2/20,2/3/20,2/4/20,2/5/20,2/6/20,2/7/20,2/8/20,2/9/20,2/10/20,2/11/20,2/12/20,2/13/20,2/14/20,2/15/20,2/16/20,2/17/20,2/18/20,2/19/20,2/20/20,2/21/20,2/22/20,2/23/20,2/24/20,2/25/20,2/26/20,2/27/20,2/28/20,2/29/20,3/1/20,3/2/20,3/3/20,3/4/20,3/5/20,3/6/20,3/7/20,3/8/20,3/9/20,3/10/20,3/11/20,3/12/20,3/13/20,3/14/20,3/15/20,3/16/20,3/17/20,3/18/20,3/19/20,3/20/20,3/21/20,3/22/20,3/23/20,3/24/20,3/25/20,3/26/20,3/27/20,3/28/20,3/29/20,3/30/20,3/31/20,4/1/20,4/2/20,4/3/20,4/4/20,4/5/20,4/6/20,4/7/20,4/8/20,4/9/20,4/10/20,4/11/20,4/12/20,4/13/20,4/14/20,4/15/20,4/16/20,4/17/20,4/18/20,4/19/20,4/20/20,4/21/20,4/22/20,4/23/20,4/24/20,4/25/20,4/26/20,4/27/20,4/28/20,4/29/20,4/30/20,5/1/20,5/2/20
-Algeria,28.0339,1.6596,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,3,5,12,12,17,17,19,20,20,20,24,26,37,48,54,60,74,87,90,139,201,230,264,302,367,409,454,511,584,716,847,986,1171,1251,1320,1423,1468,1572,1666,1761,1825,1914,1983,2070,2160,2268,2418,2534,2629,2718,2811,2910,3007,3127,3256,3382,3517,3649,3848,4006,4154,4295
-Angola,-11.2027,17.8739,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,3,3,3,4,4,5,7,7,7,8,8,8,10,14,16,17,19,19,19,19,19,19,19,19,19,19,24,24,24,24,25,25,25,25,26,27,27,27,27,30,35
-Benin,9.3077,2.3158,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,2,2,2,5,6,6,6,6,6,6,6,9,13,13,16,16,22,26,26,26,26,35,35,35,35,35,35,35,35,35,35,54,54,54,54,54,54,64,64,64,64,64,90,90
-Burkina Faso,12.2383,-1.5616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,2,2,3,15,15,20,33,40,64,75,99,114,146,152,180,207,222,246,261,282,288,302,318,345,364,384,414,443,443,484,497,497,528,542,546,557,565,576,581,600,609,616,629,629,632,635,638,641,645,649,652
-Cabo Verde,16.5388,-23.0418,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,3,3,3,4,4,5,5,6,6,6,6,6,6,7,7,7,7,7,7,7,8,8,10,11,56,56,56,58,61,67,68,73,82,88,90,106,109,114,114,121,122,152
-Cameroon,3.848,11.5021,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,2,2,2,2,2,2,4,10,10,13,20,27,40,56,66,75,75,91,91,139,139,193,233,306,509,555,650,658,658,730,730,820,820,820,820,848,848,996,996,1017,1017,1163,1163,1163,1334,1430,1518,1621,1705,1705,1832,1832,1832,2077
-CAR,6.6111,20.9394,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,3,3,3,3,3,3,3,3,3,3,3,3,3,3,8,8,8,8,8,8,8,8,8,8,11,11,12,12,12,12,12,12,14,14,16,16,16,19,19,50,50,50,72,72
-Chad,15.4542,18.7322,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,3,3,3,3,3,3,5,7,7,8,8,9,9,9,10,10,11,11,11,18,23,23,23,27,27,33,33,33,33,33,33,40,46,46,46,52,52,73,73,117
-Congo,-4.0383,21.7587,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,3,3,3,3,4,4,4,4,4,4,19,19,19,19,22,22,22,45,45,45,45,60,60,60,60,60,60,117,117,143,143,143,160,165,186,186,200,200,200,200,207,207,220,229,229
-DRC,-4.0383,21.7587,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,2,2,3,4,14,18,23,30,36,45,48,51,51,65,65,81,98,109,134,134,154,154,161,180,180,180,215,223,234,235,241,254,267,287,307,327,332,350,359,377,394,416,442,459,471,491,572,604,674
-Ivory Coast,7.54,-5.5471,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,5,6,9,9,14,14,25,73,80,96,101,101,165,168,179,190,194,218,245,261,323,349,384,444,444,533,574,626,638,638,654,688,801,847,847,916,952,1004,1077,1077,1150,1164,1183,1238,1275,1333,1362
-Djibouti,11.8251,42.5903,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,3,3,11,11,12,14,18,18,30,33,40,49,50,59,90,90,135,135,150,187,214,298,363,435,591,732,732,846,846,945,974,986,999,1008,1023,1035,1072,1077,1089,1097,1112
-Egypt,26.0,30.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,3,15,15,49,55,59,60,67,80,109,110,150,196,196,256,285,294,327,366,402,456,495,536,576,609,656,710,779,865,985,1070,1173,1322,1450,1560,1699,1794,1939,2065,2190,2350,2505,2673,2844,3032,3144,3333,3490,3659,3891,4092,4319,4534,4782,5042,5268,5537,5895,6193
-Equatorial Guinea,1.5,10.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,4,6,6,6,6,9,9,9,12,12,12,12,12,12,15,15,16,16,16,16,16,18,18,18,18,21,21,41,51,51,79,79,79,79,83,84,84,214,258,258,258,315,315,315,315,315
-Eritrea,15.1794,39.7823,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,4,6,6,6,12,12,15,15,22,22,29,29,31,31,33,33,34,34,34,34,34,35,35,35,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39
-Eswatini,-26.5225,31.4659,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,4,4,4,4,6,9,9,9,9,9,9,9,9,9,9,10,10,12,12,12,12,14,15,15,15,16,16,22,22,24,31,31,31,36,56,59,65,71,91,100,106,108
-Ethiopia,9.145,40.4897,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,5,5,6,6,9,9,11,11,12,12,12,16,16,21,23,26,29,29,35,38,43,44,52,55,56,65,69,71,74,82,85,92,96,105,108,111,114,116,116,117,122,123,124,126,130,131,133,133
-Gabon,-0.8037,11.6094,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,3,4,5,5,6,6,7,7,7,7,7,16,18,21,21,21,21,24,30,34,44,44,46,49,57,57,80,80,108,108,109,120,156,166,167,172,176,176,211,238,276,276,276,335
-Gambia,13.4432,-15.3101,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,2,3,3,3,3,3,4,4,4,4,4,4,4,4,4,4,4,4,4,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,11,12,17
-Ghana,7.9465,-1.0232,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,6,6,7,7,11,16,19,23,27,53,93,132,137,141,152,152,161,195,204,205,205,214,214,287,313,378,378,408,566,566,636,636,641,641,834,1042,1042,1042,1154,1154,1279,1279,1550,1550,1671,1671,2074,2074,2169
-Guinea,9.9456,-9.6966,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,2,2,4,4,4,4,8,8,16,22,22,30,52,73,111,121,128,144,164,194,212,250,250,319,363,404,438,477,518,579,622,688,761,862,954,996,996,1163,1240,1351,1495,1537,1586
-Kenya,-0.0236,37.9062,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,3,3,3,7,7,7,15,16,25,28,31,31,38,42,50,59,81,110,122,126,142,158,172,179,184,189,191,197,208,216,225,234,246,262,270,281,296,303,320,336,343,355,363,374,384,396,411,435
-Liberia,6.4281,-9.4295,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,2,3,3,3,3,3,3,3,3,3,3,3,6,6,7,10,13,14,14,31,31,37,48,50,59,59,59,59,76,76,91,99,101,101,101,117,120,124,124,141,141,141,152,154
-Madagascar,-18.7669,46.8691,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,3,12,17,19,23,26,26,39,43,57,57,59,70,70,72,82,88,93,93,93,102,106,106,108,110,111,117,120,121,121,121,121,121,122,123,124,128,128,128,128,132,135
-Mauritania,21.0079,10.9408,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,2,2,2,2,2,2,2,3,3,5,5,5,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,8
-Mauritius,-20.2,57.5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,12,14,28,36,42,48,81,94,102,107,128,143,161,169,186,196,227,244,268,273,314,318,319,324,324,324,324,324,324,325,328,328,328,329,331,331,331,332,334,334,332,332,332,332
-Morocco,31.7917,-7.0926,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,2,2,2,2,3,5,6,7,17,28,29,38,49,63,77,96,115,143,170,225,275,345,402,479,556,617,654,708,791,919,1021,1120,1184,1275,1374,1448,1545,1661,1763,1888,2024,2283,2564,2685,2855,3046,3209,3446,3568,3758,3897,4065,4120,4252,4321,4423,4569,4729
-Namibia,-22.9576,18.4904,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,3,3,3,3,4,7,7,8,8,8,11,11,11,14,14,14,14,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16
-Niger,17.6078,8.0817,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,3,3,7,10,10,10,18,27,27,74,98,120,144,184,253,278,342,410,438,491,529,529,570,584,584,627,639,648,648,657,662,671,681,684,696,701,709,713,719,728,736
-Nigeria,9.082,8.6753,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,3,8,8,12,22,30,40,44,51,65,70,89,111,131,135,174,184,210,214,232,238,254,276,288,305,318,323,343,373,407,442,493,542,627,665,665,873,981,1095,1182,1273,1337,1532,1728,1932,2170,2388
-Rwanda,-1.9403,29.8739,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,5,7,8,8,17,17,19,36,40,41,50,54,60,70,70,75,82,84,89,102,104,105,105,110,110,118,120,126,127,134,136,138,143,144,147,147,150,153,154,176,183,191,207,212,225,243,249,255
-Senegal,14.4974,-14.4524,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,4,4,4,4,4,4,4,4,4,10,10,24,24,26,31,31,38,47,67,79,86,99,105,119,130,142,162,175,190,195,207,219,222,226,237,244,250,265,278,280,291,299,314,335,342,350,367,377,412,442,479,545,614,671,736,823,882,933,1024,1115
-Seychelles,-4.6796,55.492,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,3,4,4,6,7,7,7,7,7,7,7,7,8,8,8,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11
-Somalia,5.1521,46.1996,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,2,3,3,3,3,5,5,5,7,7,7,7,8,12,12,21,21,25,60,60,80,80,116,135,164,237,286,286,328,328,390,436,480,528,582,601,601,671
-South Africa,-30.5595,22.9375,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,3,3,7,13,17,24,38,51,62,62,116,150,202,240,274,402,554,709,927,1170,1187,1280,1326,1353,1380,1462,1505,1585,1655,1686,1749,1845,1934,2003,2028,2173,2272,2415,2506,2605,2783,3034,3158,3300,3465,3635,3953,4220,4361,4546,4793,4996,5350,5647,5951,6336
-Sudan,12.8628,30.2176,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,2,2,2,2,2,2,3,3,3,3,5,6,6,7,7,8,10,10,12,12,14,14,15,17,19,19,29,32,32,32,33,66,66,107,107,140,174,174,213,237,275,318,375,442,533,592
-Tanzania,-6.369,34.8888,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,6,6,6,12,12,12,12,13,13,14,14,19,19,20,20,20,20,22,24,24,25,25,32,32,32,49,53,88,94,147,147,170,254,254,284,284,299,299,299,299,299,480,480,480,480
-Togo,8.6195,0.8248,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,9,16,16,18,20,23,23,25,25,25,30,34,36,39,40,41,44,58,65,70,73,76,76,76,77,77,81,81,83,84,84,84,86,88,88,90,96,98,98,99,109,116,123,123
-Tunisia,34.0,9.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,2,2,5,7,7,16,18,18,20,24,29,39,54,60,75,89,114,173,197,227,278,312,312,394,423,455,495,553,574,596,623,628,643,671,685,707,726,747,780,822,864,864,879,884,884,909,918,922,939,949,967,975,980,994,998,1009
-Uganda,1.0,32.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,9,9,14,14,23,30,33,33,44,44,45,48,48,52,52,52,53,53,53,53,54,54,55,55,55,56,55,55,56,61,63,74,75,75,79,79,79,81,83,85,88
-Zambia,-15.4167,28.2833,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,3,3,3,12,16,22,28,29,35,35,36,39,39,39,39,39,39,39,39,40,40,43,45,45,48,48,52,57,61,65,70,74,76,84,84,88,88,95,97,106,109,119
-Zimbabwe,-20.0,30.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,3,3,3,3,3,5,7,7,7,8,8,9,9,9,9,10,11,11,11,13,14,14,17,17,23,23,24,25,25,25,28,28,28,29,31,31,32,32,32,40,40,34
-Mozambique,-18.665695,35.529562,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,5,7,7,8,8,8,8,10,10,10,10,10,10,10,17,17,20,20,21,21,28,29,31,34,35,39,39,39,41,46,65,70,76,76,76,76,76,79,79
-Libya,26.3351,17.228331,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,3,8,8,10,10,11,11,18,18,19,20,21,24,24,24,25,26,35,48,49,49,49,51,51,51,59,60,61,61,61,61,61,61,61,63,63
-Guinea-Bissau,11.8037,-15.1804,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,8,8,9,9,15,18,18,18,33,33,36,36,38,38,38,38,43,43,43,46,50,50,50,50,50,52,52,53,73,73,205,205,257,257
-Mali,17.570692,-3.996166000000001,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,4,11,18,18,25,28,31,36,39,41,45,47,56,59,74,87,87,105,123,144,148,171,171,216,224,246,258,293,309,325,370,389,408,424,482,490,508,544
-Botswana,-22.3285,24.6849,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,4,4,4,4,4,6,6,6,6,13,13,13,13,13,13,13,15,15,15,20,20,20,22,22,22,22,22,22,23,23,23,23,23
-Burundi,-3.3731,29.9189,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,3,3,3,3,3,3,3,3,3,5,5,5,5,5,5,5,5,5,5,5,11,11,11,11,11,11,11,11,11,11,15
-Sierra Leone,8.460555000000001,-11.779889,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,2,4,6,6,6,7,7,8,8,10,10,11,13,15,26,30,35,43,50,61,64,82,82,93,93,104,104,124,136,155
-Malawi,-13.254307999999998,34.301525,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,4,4,5,8,8,8,9,12,13,16,16,16,16,17,17,17,17,18,23,33,33,33,34,36,36,36,37,37,38
-South Sudan,6.877000000000002,31.307,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,3,4,4,4,4,4,4,4,4,4,4,4,4,4,5,5,5,6,6,34,34,35,45,45
-Western Sahara,24.2155,-12.8858,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6
-Sao Tome and Principe,0.18636,6.613081,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,8,8,14,16,16
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+Algeria,28.0339,1.6596,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,3,5,12,12,17,17,19,20,20,20,24,26,37,48,54,60,74,87,90,139,201,230,264,302,367,409,454,511,584,716,847,986,1171,1251,1320,1423,1468,1572,1666,1761,1825,1914,1983,2070,2160,2268,2418,2534,2629,2718,2811,2910,3007,3127,3256,3382,3517,3649,3848,4006,4154,4295,4474
+Angola,-11.2027,17.8739,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,3,3,3,4,4,5,7,7,7,8,8,8,10,14,16,17,19,19,19,19,19,19,19,19,19,19,24,24,24,24,25,25,25,25,26,27,27,27,27,30,35,35
+Benin,9.3077,2.3158,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,2,2,2,5,6,6,6,6,6,6,6,9,13,13,16,16,22,26,26,26,26,35,35,35,35,35,35,35,35,35,35,54,54,54,54,54,54,64,64,64,64,64,90,90,90
+Burkina Faso,12.2383,-1.5616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,2,2,3,15,15,20,33,40,64,75,99,114,146,152,180,207,222,246,261,282,288,302,318,345,364,384,414,443,443,484,497,497,528,542,546,557,565,576,581,600,609,616,629,629,632,635,638,641,645,649,652,662
+Cabo Verde,16.5388,-23.0418,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,3,3,3,4,4,5,5,6,6,6,6,6,6,7,7,7,7,7,7,7,8,8,10,11,56,56,56,58,61,67,68,73,82,88,90,106,109,114,114,121,122,152,165
+Cameroon,3.8480000000000003,11.5021,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,2,2,2,2,2,2,4,10,10,13,20,27,40,56,66,75,75,91,91,139,139,193,233,306,509,555,650,658,658,730,730,820,820,820,820,848,848,996,996,1017,1017,1163,1163,1163,1334,1430,1518,1621,1705,1705,1832,1832,1832,2077,2077
+CAR,6.6111,20.9394,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,3,3,3,3,3,3,3,3,3,3,3,3,3,3,8,8,8,8,8,8,8,8,8,8,11,11,12,12,12,12,12,12,14,14,16,16,16,19,19,50,50,50,72,72,72
+Chad,15.4542,18.7322,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,3,3,3,3,3,3,5,7,7,8,8,9,9,9,10,10,11,11,11,18,23,23,23,27,27,33,33,33,33,33,33,40,46,46,46,52,52,73,73,117,117
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+Mali,17.570692,-3.996166000000001,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,4,11,18,18,25,28,31,36,39,41,45,47,56,59,74,87,87,105,123,144,148,171,171,216,224,246,258,293,309,325,370,389,408,424,482,490,508,544,563
+Botswana,-22.3285,24.6849,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,4,4,4,4,4,6,6,6,6,13,13,13,13,13,13,13,15,15,15,20,20,20,22,22,22,22,22,22,23,23,23,23,23,23
+Burundi,-3.3731,29.9189,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,3,3,3,3,3,3,3,3,3,5,5,5,5,5,5,5,5,5,5,5,11,11,11,11,11,11,11,11,11,11,15,15
+Sierra Leone,8.460555000000001,-11.779889,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,2,4,6,6,6,7,7,8,8,10,10,11,13,15,26,30,35,43,50,61,64,82,82,93,93,104,104,124,136,155,166
+Malawi,-13.254307999999998,34.301525,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,4,4,5,8,8,8,9,12,13,16,16,16,16,17,17,17,17,18,23,33,33,33,34,36,36,36,37,37,38,39
+South Sudan,6.8770000000000024,31.307,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,3,4,4,4,4,4,4,4,4,4,4,4,4,4,5,5,5,6,6,34,34,35,45,45,46
+Western Sahara,24.2155,-12.8858,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6
+Sao Tome and Principe,0.18636,6.613081,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,8,8,14,16,16,16
diff --git a/data/time_series/africa_daily_time_series_deaths.csv b/data/time_series/africa_daily_time_series_deaths.csv
index 461af23..41eab58 100644
--- a/data/time_series/africa_daily_time_series_deaths.csv
+++ b/data/time_series/africa_daily_time_series_deaths.csv
@@ -1,54 +1,54 @@
-Country/Region,Lat,Long,1/22/20,1/23/20,1/24/20,1/25/20,1/26/20,1/27/20,1/28/20,1/29/20,1/30/20,1/31/20,2/1/20,2/2/20,2/3/20,2/4/20,2/5/20,2/6/20,2/7/20,2/8/20,2/9/20,2/10/20,2/11/20,2/12/20,2/13/20,2/14/20,2/15/20,2/16/20,2/17/20,2/18/20,2/19/20,2/20/20,2/21/20,2/22/20,2/23/20,2/24/20,2/25/20,2/26/20,2/27/20,2/28/20,2/29/20,3/1/20,3/2/20,3/3/20,3/4/20,3/5/20,3/6/20,3/7/20,3/8/20,3/9/20,3/10/20,3/11/20,3/12/20,3/13/20,3/14/20,3/15/20,3/16/20,3/17/20,3/18/20,3/19/20,3/20/20,3/21/20,3/22/20,3/23/20,3/24/20,3/25/20,3/26/20,3/27/20,3/28/20,3/29/20,3/30/20,3/31/20,4/1/20,4/2/20,4/3/20,4/4/20,4/5/20,4/6/20,4/7/20,4/8/20,4/9/20,4/10/20,4/11/20,4/12/20,4/13/20,4/14/20,4/15/20,4/16/20,4/17/20,4/18/20,4/19/20,4/20/20,4/21/20,4/22/20,4/23/20,4/24/20,4/25/20,4/26/20,4/27/20,4/28/20,4/29/20,4/30/20,5/1/20,5/2/20
-Algeria,28.0339,1.6596,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,3,4,4,4,7,9,11,15,17,17,19,21,25,26,29,31,35,44,58,86,105,130,152,173,193,205,235,256,275,293,313,326,336,348,364,367,375,384,392,402,407,415,419,425,432,437,444,450,453,459
-Angola,-11.2027,17.8739,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
-Benin,9.3077,2.3158,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2
-Burkina Faso,12.2383,-1.5616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,4,4,4,4,7,9,11,12,12,14,16,16,16,16,17,18,19,23,24,24,27,27,27,30,32,32,35,36,36,38,38,39,41,41,41,42,42,42,43,43,44,44
-Cabo Verde,16.5388,-23.0418,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2
-Cameroon,3.848,11.5021,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,6,6,6,6,7,8,9,9,9,9,10,10,12,12,12,12,14,17,22,22,22,42,42,43,43,43,43,53,56,58,58,61,61,61,64
-CAR,6.6111,20.9394,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
-Chad,15.4542,18.7322,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,5,5,10
-Congo,-4.0383,21.7587,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,6,6,6,6,8,8,9,9,9
-DRC,-4.0383,21.7587,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,2,3,3,6,6,8,8,9,13,13,18,18,18,18,18,18,20,20,20,20,20,21,22,23,25,25,25,25,25,25,25,28,28,28,30,30,31,32,33
-Ivory Coast,7.54,-5.5471,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,3,3,3,3,3,3,4,5,6,6,6,6,6,8,9,9,13,14,14,14,14,14,14,14,14,14,15,15
-Djibouti,11.8251,42.5903,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
-Egypt,26.0,30.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,2,2,2,2,4,6,6,8,10,14,19,20,21,24,30,36,40,41,46,52,58,66,71,78,85,94,103,118,135,146,159,164,178,183,196,205,224,239,250,264,276,287,294,307,317,337,359,380,392,406,415
-Equatorial Guinea,1.5,10.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1
-Eritrea,15.1794,39.7823,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
-Eswatini,-26.5225,31.4659,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
-Ethiopia,9.145,40.4897,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3
-Gabon,-0.8037,11.6094,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,3,3,3,3,3,3,3,3,5
-Gambia,13.4432,-15.3101,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
-Ghana,7.9465,-1.0232,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,4,4,4,5,5,5,5,5,5,5,5,5,5,5,6,6,6,8,8,8,8,8,8,8,9,9,9,9,9,9,10,10,11,11,16,16,17,17,18
-Guinea,9.9456,-9.6966,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,3,5,5,6,6,6,6,7,7,7,7,7,7,7,7
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-Liberia,6.4281,-9.4295,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,3,3,4,4,5,5,5,6,6,6,6,7,7,8,8,8,8,8,8,11,12,12,16,16,16,18,18
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+Togo,8.6195,0.8248,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,5,5,5,5,6,6,6,6,6,6,6,6,6,7,9,9,9,9
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+Zambia,-15.4167,28.2833,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3
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+Mozambique,-18.665695,35.529562,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
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+Guinea-Bissau,11.8037,-15.1804,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1
+Mali,17.570692,-3.996166000000001,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,3,3,3,3,5,5,5,7,7,7,7,9,10,13,13,13,13,13,14,14,14,17,21,21,21,23,23,24,25,26,26,26,27
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+Burundi,-3.3731,29.9189,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+Sierra Leone,8.460555000000001,-11.779889,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,4,4,4,4,7,7,8,8
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+South Sudan,6.8770000000000024,31.307,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+Western Sahara,24.2155,-12.8858,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+Sao Tome and Principe,0.18636,6.613081,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1
diff --git a/data/time_series/africa_daily_time_series_recovered.csv b/data/time_series/africa_daily_time_series_recovered.csv
index ed3d480..bec0a75 100644
--- a/data/time_series/africa_daily_time_series_recovered.csv
+++ b/data/time_series/africa_daily_time_series_recovered.csv
@@ -1,54 +1,54 @@
-Country/Region,Lat,Long,1/22/20,1/23/20,1/24/20,1/25/20,1/26/20,1/27/20,1/28/20,1/29/20,1/30/20,1/31/20,2/1/20,2/2/20,2/3/20,2/4/20,2/5/20,2/6/20,2/7/20,2/8/20,2/9/20,2/10/20,2/11/20,2/12/20,2/13/20,2/14/20,2/15/20,2/16/20,2/17/20,2/18/20,2/19/20,2/20/20,2/21/20,2/22/20,2/23/20,2/24/20,2/25/20,2/26/20,2/27/20,2/28/20,2/29/20,3/1/20,3/2/20,3/3/20,3/4/20,3/5/20,3/6/20,3/7/20,3/8/20,3/9/20,3/10/20,3/11/20,3/12/20,3/13/20,3/14/20,3/15/20,3/16/20,3/17/20,3/18/20,3/19/20,3/20/20,3/21/20,3/22/20,3/23/20,3/24/20,3/25/20,3/26/20,3/27/20,3/28/20,3/29/20,3/30/20,3/31/20,4/1/20,4/2/20,4/3/20,4/4/20,4/5/20,4/6/20,4/7/20,4/8/20,4/9/20,4/10/20,4/11/20,4/12/20,4/13/20,4/14/20,4/15/20,4/16/20,4/17/20,4/18/20,4/19/20,4/20/20,4/21/20,4/22/20,4/23/20,4/24/20,4/25/20,4/26/20,4/27/20,4/28/20,4/29/20,4/30/20,5/1/20,5/2/20
-Algeria,28.0339,1.6596,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,8,8,12,12,12,12,12,32,32,32,65,65,24,65,29,29,31,31,37,46,61,61,62,90,90,90,113,237,347,405,460,591,601,691,708,783,846,894,1047,1099,1152,1204,1355,1408,1479,1508,1558,1651,1702,1779,1821,1872
-Angola,-11.2027,17.8739,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,2,2,2,2,2,2,2,4,4,4,5,5,5,5,6,6,6,6,6,6,6,6,6,6,6,7,7,11,11
-Benin,9.3077,2.3158,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,2,5,5,5,5,5,5,5,5,5,18,18,18,18,18,18,27,27,27,27,27,27,33,33,33,33,33,42,42
-Burkina Faso,12.2383,-1.5616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,5,5,7,10,10,12,21,23,31,32,46,50,50,66,90,108,127,134,146,146,155,161,161,177,226,257,294,321,338,357,362,389,410,425,442,453,469,476,498,506,517,535
-Cabo Verde,16.5388,-23.0418,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,4,18,18
-Cameroon,3.8480000000000003,11.5021,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,5,5,5,10,10,17,17,17,17,43,60,60,98,98,98,98,130,165,164,164,177,305,305,329,397,668,668,697,786,805,915,934,934,934,953
-CAR,6.6111,20.9394,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,4,4,4,4,4,4,4,10,10,10,10,10,10,10,10,10,10,10,10
-Chad,15.4542,18.7322,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,2,2,2,2,5,5,8,8,8,8,8,8,8,15,15,15,19,19,33,33,39
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-DRC,-4.0383,21.7587,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,3,3,3,3,3,5,9,9,9,13,16,16,17,20,21,23,25,26,26,27,35,45,47,48,49,50,50,56,59,73,75,75
-Ivory Coast,7.54,-5.5471,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,2,3,3,3,3,4,6,7,9,15,19,25,37,41,41,48,52,52,58,85,89,114,114,146,193,239,260,260,303,310,359,419,419,468,499,525,557,574,597,622
-Djibouti,11.8251,42.5903,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,8,8,9,9,9,25,25,36,36,36,41,53,71,73,76,76,102,102,112,183,252,330,373,411,477,498,599,642,672,686
-Egypt,26.0,30.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,27,27,27,27,21,27,32,32,32,39,41,56,56,80,95,102,116,121,132,150,157,179,201,216,241,247,259,276,305,348,384,426,589,589,589,589,596,646,701,732,821,870,935,1004,1075,1114,1176,1236,1304,1335,1381,1460,1522
-Equatorial Guinea,1.5,10.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,3,3,3,3,3,3,3,4,4,4,4,4,4,4,7,7,7,7,7,7,8,9,9,9,9,9,9
-Eritrea,15.1794,39.7823,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,3,6,6,6,11,13,13,13,19,19,26,26,26
-Eswatini,-26.5225,31.4659,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,7,7,7,7,7,7,8,8,8,8,8,8,8,8,8,8,10,10,10,10,10,10,12,12,12
-Ethiopia,9.145,40.4897,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,0,0,0,0,1,1,4,2,2,3,3,4,4,4,4,4,4,4,10,10,14,14,15,15,15,16,16,16,16,21,21,25,29,41,50,50,58,59,66,69
-Gabon,-0.8037,11.6094,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,4,4,7,7,7,7,16,24,24,26,30,30,43,53,67,67,67,85
-Gambia,13.4432,-15.3101,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,8,8,8,8,8,8,8,9
-Ghana,7.9465,-1.0232,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,2,2,31,31,31,31,31,31,31,31,34,3,4,4,4,4,17,17,83,83,99,99,99,99,99,99,134,134,155,155,188,188,212,212,229
-Guinea,9.9456,-9.6966,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,5,5,5,5,5,11,15,17,17,17,31,31,49,59,65,87,122,127,164,170,191,208,208,246,269,313,329,342,405
-Guinea-Bissau,11.8037,-15.1804,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,3,3,3,3,3,3,18,18,19,19,19,19
-Kenya,-0.0236,37.9062,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,3,4,4,4,4,4,7,9,12,22,24,25,40,41,53,53,53,60,67,69,74,74,89,94,98,106,114,124,129,144,150,152
-Liberia,6.4281,-9.4295,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,3,3,3,3,3,3,3,4,4,4,4,7,7,7,7,7,20,20,25,25,25,25,45,45,45,45,48
-Libya,26.3351,17.228331,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,1,8,8,8,8,9,9,9,9,11,11,11,11,15,15,15,15,18,18,18,18,18,18,18,18,22
-Madagascar,-18.7669,46.8691,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,7,11,11,11,11,20,21,23,29,33,33,35,39,41,44,52,58,61,62,71,75,82,90,92,94,97
-Mali,17.570692,-3.996166000000001,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,9,12,16,22,22,22,22,26,34,34,34,34,41,42,56,57,73,77,87,91,112,113,122,129,135,196,206
-Mauritania,21.0079,10.9408,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,6,6,6,6,6,6,6,6,6,6,6,6,6,6
-Mauritius,-20.2,57.5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,7,7,7,8,19,23,23,28,42,42,51,65,81,108,180,208,224,243,261,266,285,295,299,302,303,306,310,312,314
-Morocco,31.7917,-7.0926,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,3,3,3,6,7,8,11,11,13,15,24,29,31,57,66,76,81,93,97,109,122,146,177,203,217,229,249,281,314,327,350,393,417,456,486,537,593,695,778,928,984,1083,1256
-Mozambique,-18.6657,35.5296,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,2,2,2,2,2,2,2,2,4,8,8,8,8,9,12,12,12,12,12,12,12,12,18
-Namibia,-22.9576,18.4904,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,2,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,4,4,6,6,6,6,6,7,7,7,8,8,8,8,8,8,8
-Niger,17.6078,8.0817,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,13,26,26,28,40,41,41,75,75,90,90,90,110,113,117,117,127,193,256,289,325,350,385,403,435,452,478,507
-Nigeria,9.082,8.6753,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,2,2,2,2,2,3,3,3,8,8,9,20,25,25,33,35,44,44,51,58,70,85,91,99,128,152,159,166,170,188,188,197,197,208,222,239,255,255,307,319,351,351
-Rwanda,-1.9403,29.8739,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,7,7,7,7,18,25,42,49,54,60,65,69,76,76,84,84,87,87,88,92,93,95,98,104,109,120
-Senegal,14.4974,-14.4524,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,2,2,2,2,2,5,5,5,8,9,9,11,18,27,27,40,45,55,66,72,82,92,105,113,123,137,152,171,178,183,190,194,198,211,220,235,242,253,257,262,276,283,284,296,315,334,356,368
-Seychelles,-4.6796,55.492,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,5,5,5,5,5,6,6,6,6,6,6,6,6,6,6
-Somalia,5.1521,46.1996,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,3,4,4,4,8,8,8,10,10,19,20,31,31,34
-South Africa,-30.5595,22.9375,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,12,12,31,31,31,31,31,50,50,95,95,95,95,95,95,95,410,410,410,410,410,410,903,903,903,903,1055,1055,1055,1473,1473,1473,1473,1473,2073,2073,2073,2382,2549
-Sudan,12.8628,30.2176,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,2,2,2,2,2,2,2,2,2,2,4,4,4,4,4,6,6,8,8,12,14,14,19,20,21,31,32,39,46,52
-Tanzania,-6.369,34.8888,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,2,3,3,3,3,5,5,5,5,5,5,7,7,11,11,11,11,11,11,11,11,11,48,48,48,48,48,167,167,167,167
-Togo,8.6195,0.8248,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,10,10,17,17,17,20,23,23,23,24,25,25,29,29,32,35,45,48,49,52,53,56,56,59,59,62,62,62,63,64,65,66,66
-Tunisia,34.0,9.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,2,2,2,2,3,3,5,5,5,5,5,5,25,25,25,25,43,43,43,43,43,43,43,43,43,148,148,190,190,194,207,216,279,279,294,305,316,323
-Uganda,1.0,32.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,7,8,12,20,20,22,28,38,38,45,46,46,46,46,47,52,52,52,52,52
-Zambia,-15.4167,28.2833,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,3,5,7,7,24,25,28,30,30,30,30,30,30,33,33,35,35,35,37,37,37,42,42,42,54,55,74,75
-Zimbabwe,-20.0,30.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,2,2,2,2,2,2,2,2,5,5,5,5,5,5
-Botswana,-22.3285,24.6849,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,5,8,8
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diff --git a/data/time_series/africa_daily_time_series_tests.csv b/data/time_series/africa_daily_time_series_tests.csv
index b33ffa5..6bc975d 100644
--- a/data/time_series/africa_daily_time_series_tests.csv
+++ b/data/time_series/africa_daily_time_series_tests.csv
@@ -1,54 +1,54 @@
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-Cabo Verde,16.5388,-23.0418,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,791,791,791,791,791,791,791
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