record_id,country,year,region_type,sector,grade_level,population_millions,total_posts,vacancy_rate,filled_posts,degree_rate,degree_holders,training_hours_annual,training_participation_rate,retention_rate,avg_salary_usd,wage_bill_pct_gdp,performance_eval_rate,digital_literacy_rate,capacity_score,capacity_class 1,Kenya,2024,urban,Social_Services,Mid_Level,55.0,1690637,0.1125,1500476,0.6168,925510,61,0.661,0.8416,461.24,0.0937,0.9493,0.7339,0.8231,high 2,Rwanda,2021,capital,Infrastructure,Junior,13.04,429601,0.0707,399211,0.7059,281814,68,0.881,0.9168,583.52,0.0702,0.9009,0.5314,0.8596,high 3,Rwanda,2019,rural,Justice,Director,12.43,353542,0.0956,319751,0.4328,138391,61,0.6614,0.8459,1045.18,0.0854,0.8928,0.7365,0.7766,high 4,Ethiopia,2023,urban,Social_Services,Senior,122.93,1425327,0.2018,1137652,0.3017,343181,11,0.495,0.586,210.99,0.064,0.414,0.2225,0.454,low 5,Rwanda,2021,urban,Health,Junior,13.04,410917,0.0747,380210,0.6124,232823,86,0.8781,0.8591,517.76,0.0737,0.7819,0.6335,0.8698,high 6,Botswana,2019,urban,Social_Services,Junior,2.41,94215,0.0805,86631,0.6439,55781,74,0.8096,0.8983,549.29,0.077,0.95,0.5634,0.8619,high 7,Tanzania,2018,capital,Security,Mid_Level,56.11,907370,0.1233,795535,0.3912,311244,30,0.61,0.7322,220.23,0.0631,0.6231,0.334,0.5975,moderate 8,Tanzania,2018,remote,Administration,Mid_Level,56.11,939064,0.2744,681430,0.2367,161269,30,0.6106,0.7158,189.46,0.0697,0.6414,0.3524,0.5223,moderate 9,Senegal,2020,rural,Health,Senior,16.18,383577,0.1645,320488,0.326,104485,35,0.6561,0.7725,281.5,0.058,0.5606,0.399,0.5897,moderate 10,Nigeria,2020,capital,Health,Mid_Level,208.37,3755544,0.1638,3140360,0.4794,1505428,27,0.6246,0.6784,318.78,0.0596,0.7051,0.3332,0.602,moderate 11,Ghana,2021,urban,Administration,Mid_Level,31.94,792271,0.1143,701749,0.4752,333478,37,0.6361,0.6782,298.94,0.0695,0.5798,0.4086,0.6333,moderate 12,Ghana,2018,rural,Education,Mid_Level,30.01,801448,0.1861,652336,0.3212,209507,46,0.6286,0.6806,258.23,0.0569,0.7143,0.4493,0.6172,moderate 13,Botswana,2020,remote,Education,Mid_Level,2.45,102165,0.1726,84527,0.3367,28462,49,0.6824,0.9337,617.5,0.088,0.95,0.7523,0.7238,high 14,Kenya,2022,urban,Justice,Mid_Level,52.76,1776635,0.0792,1635977,0.6143,1005060,45,0.7691,0.806,386.83,0.0906,0.8153,0.5666,0.7554,high 15,Tanzania,2022,remote,Education,Junior,63.15,1231374,0.2746,893242,0.2184,195127,21,0.4988,0.7094,194.77,0.0643,0.5763,0.401,0.4926,low 16,Botswana,2023,urban,Education,Senior,2.56,122719,0.0966,110860,0.6104,67671,52,0.7988,0.8326,660.43,0.0796,0.95,0.7685,0.8052,high 17,Rwanda,2020,remote,Health,Mid_Level,12.73,397340,0.1061,355167,0.2923,103798,71,0.8937,0.8663,629.91,0.0897,0.9011,0.724,0.7665,high 18,Mozambique,2018,capital,Social_Services,Senior,28.12,258690,0.1814,211762,0.2897,61353,21,0.6021,0.6386,166.41,0.0582,0.4078,0.2294,0.4891,low 19,Ghana,2021,capital,Education,Mid_Level,31.94,874468,0.0943,791991,0.475,376197,39,0.5864,0.7987,221.55,0.0515,0.7321,0.3465,0.6703,high 20,Kenya,2020,capital,Health,Junior,50.61,1535167,0.0731,1422995,0.5404,768976,55,0.759,0.8319,445.4,0.0801,0.95,0.7413,0.7982,high 21,Rwanda,2018,capital,Education,Junior,12.14,372076,0.0649,347909,0.5666,197125,69,0.7815,0.7823,600.04,0.0657,0.95,0.5458,0.8148,high 22,Mozambique,2024,remote,ICT,Senior,33.0,357668,0.3551,230642,0.1522,35092,14,0.562,0.6518,218.62,0.0591,0.3766,0.2112,0.3908,low 23,Nigeria,2020,capital,Finance,Junior,208.37,3833028,0.1326,3324842,0.4492,1493657,26,0.5822,0.7779,219.53,0.0708,0.7312,0.3969,0.6237,moderate 24,DRC,2020,rural,Social_Services,Mid_Level,92.57,606139,0.3404,399810,0.1622,64857,10,0.5781,0.6113,134.03,0.0687,0.347,0.2092,0.3778,low 25,Ethiopia,2018,rural,Health,Director,108.65,1161969,0.348,757645,0.2268,171815,15,0.6075,0.6884,380.28,0.0541,0.4005,0.1676,0.4173,low 26,Rwanda,2022,capital,Agriculture,Mid_Level,13.35,396455,0.0678,369572,0.7071,261315,88,0.85,0.8669,629.37,0.0678,0.8055,0.5428,0.8947,high 27,Uganda,2023,urban,Justice,Mid_Level,47.48,360887,0.2191,281810,0.3857,108681,19,0.5525,0.7222,198.64,0.0515,0.735,0.3901,0.56,moderate 28,Senegal,2021,rural,Infrastructure,Director,16.62,396323,0.15,336893,0.3205,107959,42,0.7116,0.8177,481.93,0.0684,0.6767,0.3395,0.6219,moderate 29,Uganda,2022,rural,Health,Mid_Level,46.01,403997,0.2314,310523,0.2568,79731,21,0.5493,0.8128,292.19,0.0507,0.7469,0.4607,0.5515,moderate 30,Senegal,2020,rural,Health,Executive,16.18,373663,0.1603,313772,0.2919,91593,40,0.5667,0.7111,785.81,0.0666,0.5911,0.4657,0.5953,moderate 31,Ghana,2023,capital,Health,Junior,33.3,858972,0.1255,751165,0.5032,377967,45,0.5897,0.7951,314.17,0.0665,0.6886,0.4541,0.6905,high 32,Uganda,2018,capital,Health,Mid_Level,40.56,348363,0.1767,286794,0.4311,123631,17,0.608,0.704,215.61,0.065,0.7436,0.4178,0.5778,moderate 33,Rwanda,2018,urban,Health,Senior,12.14,387196,0.0657,361751,0.527,190655,60,0.8466,0.843,877.84,0.0844,0.9298,0.5577,0.7905,high 34,Nigeria,2025,urban,Agriculture,Mid_Level,235.75,4926090,0.1853,4013495,0.3838,1540195,30,0.6022,0.7461,192.88,0.0512,0.6067,0.3688,0.5841,moderate 35,Ethiopia,2021,rural,Security,Junior,117.0,1365620,0.2608,1009475,0.2135,215533,13,0.4752,0.6394,118.14,0.0534,0.3985,0.2053,0.427,low 36,Ethiopia,2023,rural,Security,Junior,122.93,1602321,0.2998,1121978,0.2037,228569,16,0.5404,0.6517,137.04,0.0693,0.4393,0.2003,0.4277,low 37,Senegal,2022,rural,Education,Senior,17.07,374792,0.128,326830,0.2901,94805,39,0.5685,0.7171,337.68,0.0522,0.6137,0.4388,0.6008,moderate 38,Mozambique,2018,remote,Social_Services,Junior,28.12,252022,0.3496,163926,0.1244,20389,16,0.6416,0.7144,139.59,0.0555,0.412,0.2164,0.4037,low 39,DRC,2021,rural,Health,Junior,95.53,577507,0.2908,409563,0.1404,57488,14,0.6376,0.6573,144.41,0.0718,0.3481,0.1959,0.4004,low 40,Mozambique,2021,capital,Justice,Junior,30.47,301847,0.1542,255314,0.2539,64829,22,0.5077,0.6153,105.03,0.0598,0.4001,0.1995,0.4822,low 41,South Africa,2018,capital,Social_Services,Mid_Level,59.11,3272762,0.1136,2900832,0.7574,2196995,44,0.6489,0.8567,451.54,0.091,0.9052,0.7198,0.8119,high 42,Senegal,2024,urban,Administration,Mid_Level,18.0,437612,0.1062,391151,0.4574,178927,33,0.5571,0.7348,312.6,0.0631,0.5871,0.3742,0.6267,moderate 43,Ghana,2019,capital,Administration,Junior,30.64,721873,0.1164,637838,0.4653,296784,32,0.6663,0.7701,322.27,0.0629,0.6456,0.4418,0.6415,moderate 44,Ethiopia,2025,rural,ICT,Senior,129.15,1720340,0.2486,1292631,0.2225,287613,14,0.5649,0.67,230.74,0.0716,0.3652,0.2187,0.4374,low 45,Botswana,2023,urban,Health,Junior,2.56,124861,0.0878,113893,0.7864,89563,66,0.8735,0.835,588.1,0.0667,0.9251,0.7285,0.8802,high 46,Ghana,2025,rural,Health,Junior,34.71,750351,0.1417,643993,0.3831,246741,42,0.7229,0.8048,285.91,0.0672,0.562,0.3575,0.628,moderate 47,Kenya,2022,rural,Health,Mid_Level,52.76,1944842,0.1023,1745899,0.4037,704800,64,0.7949,0.8054,605.83,0.0751,0.95,0.5977,0.7609,high 48,Senegal,2022,urban,Education,Senior,17.07,340263,0.0946,308085,0.4359,134294,37,0.7078,0.8248,329.18,0.0578,0.5792,0.412,0.6507,high 49,Nigeria,2025,rural,Agriculture,Junior,235.75,5302440,0.2097,4190300,0.2778,1163967,27,0.5291,0.7053,177.65,0.0589,0.6762,0.3749,0.5454,moderate 50,Uganda,2021,remote,Justice,Mid_Level,44.58,333600,0.365,211828,0.1795,38023,20,0.6512,0.7544,286.35,0.0622,0.6799,0.3679,0.4716,low 51,Mozambique,2019,urban,Health,Senior,28.88,270060,0.2066,214276,0.2799,59985,21,0.5732,0.6469,233.43,0.0642,0.4268,0.2322,0.4838,low 52,Ghana,2024,capital,Agriculture,Junior,34.0,888995,0.1324,771292,0.5481,422733,35,0.5509,0.819,190.45,0.049,0.6005,0.3305,0.6574,high 53,Botswana,2021,urban,Education,Junior,2.49,98851,0.0841,90535,0.5959,53950,75,0.7297,0.8164,468.24,0.0773,0.774,0.5491,0.8202,high 54,Tanzania,2024,capital,Infrastructure,Mid_Level,67.0,1145613,0.1198,1008350,0.4736,477521,32,0.5828,0.7234,211.37,0.0595,0.6857,0.3565,0.6312,moderate 55,Senegal,2020,remote,Health,Mid_Level,16.18,378562,0.1626,317017,0.2157,68382,25,0.6754,0.6764,203.25,0.0488,0.5741,0.4192,0.5266,moderate 56,Uganda,2019,rural,Agriculture,Senior,41.86,285123,0.2876,203116,0.2693,54697,17,0.6145,0.8033,319.71,0.0701,0.6411,0.4165,0.5142,moderate 57,Mozambique,2025,urban,Social_Services,Junior,33.89,369331,0.2097,291873,0.2355,68735,17,0.5369,0.5952,86.15,0.0563,0.3337,0.1732,0.4389,low 58,Ethiopia,2023,rural,Security,Junior,122.93,1647719,0.305,1145107,0.1847,211460,11,0.5755,0.6075,120.53,0.0718,0.332,0.1613,0.3879,low 59,Rwanda,2025,urban,Health,Senior,14.34,479158,0.0767,442409,0.6225,275419,64,0.6541,0.8661,657.64,0.0852,0.95,0.5247,0.8238,high 60,South Africa,2022,capital,Administration,Junior,61.02,3341519,0.1087,2978367,0.6801,2025684,66,0.8157,0.8614,577.53,0.0955,0.888,0.6538,0.8412,high 61,Botswana,2018,rural,Infrastructure,Junior,2.38,93970,0.1359,81196,0.4835,39256,74,0.7123,0.9285,403.53,0.0704,0.95,0.7573,0.8319,high 62,Nigeria,2019,urban,Security,Senior,203.29,3918208,0.1586,3296889,0.4601,1516927,34,0.69,0.7605,286.04,0.0697,0.7213,0.4477,0.6414,moderate 63,Rwanda,2018,capital,Justice,Junior,12.14,416665,0.0639,390041,0.6983,272368,92,0.8406,0.8193,532.62,0.0826,0.8852,0.6765,0.9177,high 64,Rwanda,2025,urban,Education,Junior,14.34,416417,0.0644,389581,0.5399,210317,83,0.7919,0.9273,423.08,0.0672,0.95,0.7491,0.8854,high 65,Tanzania,2020,capital,Education,Mid_Level,59.53,1061362,0.1113,943184,0.3772,355768,26,0.6872,0.7729,249.33,0.0507,0.6017,0.3672,0.5943,moderate 66,Ghana,2024,remote,Administration,Executive,34.0,973003,0.2481,731647,0.2379,174082,29,0.5799,0.7579,758.19,0.0683,0.6728,0.4068,0.5416,moderate 67,Rwanda,2019,capital,Health,Senior,12.43,382460,0.0735,354341,0.6151,217958,69,0.7539,0.8942,872.56,0.0706,0.95,0.5514,0.8422,high 68,Nigeria,2025,capital,Education,Senior,235.75,4261641,0.1352,3685638,0.461,1698932,25,0.6378,0.8027,459.28,0.0561,0.656,0.3597,0.6159,moderate 69,Ghana,2019,capital,Administration,Senior,30.64,829854,0.1128,736253,0.5445,400861,38,0.6592,0.7402,292.14,0.051,0.7382,0.3971,0.6775,high 70,Mozambique,2025,capital,Infrastructure,Junior,33.89,313815,0.1455,268150,0.2487,66689,22,0.5565,0.6641,117.48,0.0576,0.3937,0.175,0.4873,low 71,Mozambique,2025,remote,Justice,Mid_Level,33.89,303616,0.3925,184435,0.1337,24662,13,0.5259,0.6883,128.84,0.066,0.4244,0.177,0.3812,low 72,Nigeria,2025,urban,Security,Junior,235.75,5412869,0.1437,4635058,0.3726,1727196,29,0.5474,0.6978,269.84,0.0574,0.7323,0.3711,0.5947,moderate 73,Tanzania,2023,urban,Security,Mid_Level,65.05,1161313,0.1636,971378,0.3815,370587,21,0.6152,0.8019,181.04,0.0588,0.7265,0.4399,0.5939,moderate 74,Ghana,2025,urban,Security,Junior,34.71,984368,0.1193,866969,0.5363,464966,35,0.6519,0.783,251.34,0.0698,0.6343,0.4235,0.665,high 75,Tanzania,2020,urban,Finance,Junior,59.53,940273,0.1479,801220,0.4191,335775,29,0.5273,0.724,204.67,0.0667,0.7203,0.3595,0.6069,moderate 76,Mozambique,2023,capital,Education,Junior,32.13,300456,0.1917,242851,0.3154,76586,14,0.563,0.6762,152.61,0.0626,0.3613,0.21,0.4745,low 77,South Africa,2020,remote,Education,Mid_Level,60.06,2727659,0.1915,2205244,0.3905,861145,63,0.7394,0.9241,606.2,0.0743,0.9222,0.6474,0.7528,high 78,Uganda,2023,urban,Education,Director,47.48,428146,0.215,336113,0.4088,137398,25,0.6476,0.7894,617.73,0.059,0.5993,0.4232,0.5816,moderate 79,Ethiopia,2020,urban,Agriculture,Junior,114.15,1254264,0.2484,942734,0.3169,298787,12,0.467,0.6287,141.42,0.0681,0.3477,0.2219,0.4484,low 80,Ethiopia,2018,urban,ICT,Junior,108.65,1168444,0.2137,918758,0.2963,272198,18,0.6545,0.5941,93.94,0.067,0.3632,0.2308,0.4641,low 81,Nigeria,2023,capital,Social_Services,Junior,224.39,4384803,0.1429,3758116,0.4681,1759202,33,0.6609,0.8238,324.91,0.0604,0.5711,0.4365,0.6381,moderate 82,Kenya,2025,urban,Finance,Junior,56.15,1700929,0.101,1529115,0.5468,836170,61,0.8181,0.9046,475.0,0.0743,0.95,0.7284,0.8175,high 83,Nigeria,2021,remote,Health,Senior,213.58,3753966,0.2261,2905118,0.2364,686698,22,0.5091,0.6751,360.67,0.0666,0.5593,0.4244,0.5072,moderate 84,Senegal,2024,capital,Health,Senior,18.0,434387,0.1024,389918,0.547,213286,24,0.5771,0.7857,320.43,0.0661,0.6508,0.44,0.6481,moderate 85,Senegal,2021,urban,Education,Junior,16.62,393163,0.0961,355374,0.4008,142420,26,0.5452,0.7985,234.78,0.0718,0.5793,0.4246,0.6113,moderate 86,Nigeria,2021,urban,Administration,Executive,213.58,4749363,0.1381,4093405,0.3931,1608981,32,0.5883,0.7852,1039.85,0.0612,0.7141,0.4337,0.6263,moderate 87,Uganda,2018,capital,Agriculture,Mid_Level,40.56,301149,0.1625,252202,0.4202,105969,26,0.6151,0.7328,215.6,0.0605,0.6139,0.4103,0.5917,moderate 88,Ethiopia,2023,capital,Health,Junior,122.93,1649707,0.2075,1307443,0.2813,367777,18,0.5668,0.6469,151.36,0.0494,0.3567,0.2069,0.4668,low 89,Uganda,2019,rural,Education,Junior,41.86,305441,0.2442,230848,0.2347,54188,17,0.6294,0.7231,229.11,0.0493,0.6222,0.3624,0.497,low 90,Botswana,2022,capital,Administration,Director,2.52,99933,0.0661,93328,0.6624,61819,72,0.6986,0.9099,1440.7,0.0902,0.9171,0.7791,0.8852,high 91,Uganda,2018,urban,Education,Director,40.56,331977,0.2121,261548,0.3221,84256,28,0.6118,0.7491,801.58,0.0571,0.63,0.4136,0.5642,moderate 92,Uganda,2019,urban,Education,Junior,41.86,371662,0.1958,298907,0.3423,102328,21,0.572,0.77,314.02,0.0704,0.6288,0.3727,0.5548,moderate 93,Ghana,2021,rural,Finance,Mid_Level,31.94,811656,0.156,685076,0.3472,237826,34,0.5587,0.6999,283.47,0.0573,0.5943,0.41,0.5882,moderate 94,DRC,2024,urban,Social_Services,Director,105.0,648407,0.269,473966,0.1857,88019,15,0.5419,0.7051,314.22,0.0481,0.336,0.2144,0.4275,low 95,Mozambique,2022,capital,Justice,Senior,31.29,312540,0.1767,257299,0.2391,61530,21,0.5543,0.6992,166.29,0.0616,0.3631,0.1728,0.4766,low 96,Uganda,2024,urban,Infrastructure,Director,49.0,446516,0.2159,350119,0.324,113437,23,0.6592,0.7312,475.41,0.0675,0.6464,0.4103,0.5499,moderate 97,Ethiopia,2025,rural,Finance,Junior,129.15,1511497,0.2491,1134947,0.2264,256943,18,0.535,0.6245,146.95,0.0486,0.3924,0.1971,0.4419,low 98,Uganda,2023,capital,Security,Junior,47.48,393372,0.1371,339442,0.3855,130862,22,0.5376,0.6959,203.27,0.0563,0.5714,0.4716,0.5758,moderate 99,Nigeria,2021,rural,ICT,Junior,213.58,4465916,0.2412,3388744,0.3246,1099865,28,0.5993,0.6804,255.19,0.0718,0.7394,0.3265,0.5495,moderate 100,Nigeria,2023,urban,Administration,Junior,224.39,5074640,0.1788,4167492,0.3798,1582700,22,0.647,0.6984,255.23,0.07,0.6632,0.3836,0.5647,moderate 101,DRC,2021,capital,ICT,Junior,95.53,519777,0.2048,413311,0.2666,110188,9,0.5951,0.677,143.76,0.0714,0.43,0.2355,0.456,low 102,Ethiopia,2019,rural,Infrastructure,Mid_Level,111.37,1496321,0.3495,973380,0.2208,214904,14,0.5487,0.6352,110.04,0.0574,0.342,0.1662,0.3989,low 103,Rwanda,2024,urban,Administration,Mid_Level,14.0,361432,0.0652,337850,0.5476,185004,96,0.8094,0.8527,630.85,0.0953,0.838,0.5328,0.8756,high 104,Tanzania,2019,capital,Education,Mid_Level,57.79,1169028,0.125,1022859,0.4533,463671,22,0.641,0.7677,304.62,0.0708,0.6203,0.3345,0.5977,moderate 105,Uganda,2019,urban,Administration,Junior,41.86,362081,0.1921,292539,0.3235,94630,20,0.6067,0.7759,240.21,0.0535,0.6933,0.347,0.5533,moderate 106,Senegal,2025,capital,Health,Mid_Level,18.49,409077,0.1011,367706,0.4897,180071,42,0.6653,0.7467,238.26,0.0496,0.6681,0.3565,0.6666,high 107,Senegal,2023,capital,ICT,Mid_Level,17.53,431484,0.0998,388415,0.4334,168321,39,0.6852,0.7923,239.23,0.0633,0.7195,0.421,0.6638,high 108,Ghana,2020,rural,Security,Director,31.29,751905,0.163,629370,0.3981,250542,37,0.694,0.744,518.31,0.0659,0.5781,0.3518,0.6059,moderate 109,Tanzania,2023,rural,Administration,Junior,65.05,1034135,0.2185,808165,0.261,210939,22,0.5512,0.7544,307.42,0.0663,0.6906,0.348,0.5326,moderate 110,DRC,2020,rural,Health,Junior,92.57,523483,0.2859,373816,0.1584,59194,13,0.4808,0.6475,140.32,0.066,0.4269,0.1959,0.41,low 111,Uganda,2024,capital,Education,Junior,49.0,388176,0.1607,325778,0.3597,117178,25,0.5665,0.7159,194.63,0.0585,0.6116,0.3791,0.5687,moderate 112,Mozambique,2019,rural,Administration,Mid_Level,28.88,301234,0.3083,208370,0.2152,44844,19,0.6434,0.7031,140.98,0.0591,0.341,0.1613,0.4299,low 113,Rwanda,2021,urban,Finance,Mid_Level,13.04,397276,0.0858,363197,0.5301,192526,62,0.8138,0.9091,648.45,0.0919,0.95,0.6017,0.8076,high 114,Kenya,2021,capital,Agriculture,Director,51.68,1724348,0.0859,1576200,0.5859,923444,42,0.6069,0.7749,1586.97,0.0769,0.95,0.6971,0.7609,high 115,Senegal,2019,capital,Social_Services,Junior,15.76,389586,0.0863,355969,0.5258,187173,39,0.6039,0.7164,319.68,0.0544,0.6363,0.3892,0.6674,high 116,Senegal,2020,rural,Justice,Junior,16.18,391758,0.1338,339322,0.2833,96133,34,0.7303,0.6808,206.2,0.0605,0.7104,0.3342,0.579,moderate 117,Kenya,2021,rural,Education,Junior,51.68,1643423,0.1215,1443802,0.4134,596912,63,0.7841,0.8824,644.9,0.0772,0.8836,0.7601,0.7772,high 118,South Africa,2019,rural,Justice,Junior,59.58,3127562,0.1405,2688189,0.4238,1139326,58,0.6858,0.9003,622.28,0.0897,0.8461,0.5913,0.7446,high 119,Kenya,2020,capital,Administration,Junior,50.61,1625136,0.0956,1469694,0.6051,889354,37,0.5823,0.8737,584.87,0.0707,0.95,0.7413,0.77,high 120,Nigeria,2024,capital,Health,Senior,230.0,4332004,0.1467,3696675,0.5045,1864970,23,0.6419,0.8158,426.38,0.0586,0.7235,0.4044,0.6321,moderate 121,Botswana,2023,rural,Justice,Junior,2.56,102055,0.1053,91309,0.4996,45620,67,0.787,0.8322,586.07,0.0932,0.8409,0.7115,0.7961,high 122,Ghana,2023,urban,Education,Senior,33.3,947560,0.1372,817573,0.5632,460491,48,0.6613,0.7707,369.13,0.0717,0.5708,0.386,0.6878,high 123,Ethiopia,2025,urban,Justice,Junior,129.15,1772961,0.2543,1322048,0.269,355569,17,0.5402,0.6638,131.41,0.0679,0.3344,0.1776,0.4469,low 124,Botswana,2023,urban,Infrastructure,Junior,2.56,110024,0.1011,98902,0.5898,58332,63,0.8524,0.7736,574.91,0.0722,0.95,0.714,0.8121,high 125,Senegal,2025,capital,Infrastructure,Senior,18.49,375665,0.0899,341876,0.4284,146456,42,0.7101,0.7703,429.9,0.0608,0.6453,0.3919,0.6589,high 126,South Africa,2023,capital,Administration,Senior,61.51,3112797,0.1097,2771181,0.6264,1735868,77,0.9057,0.9217,674.47,0.0694,0.8313,0.5434,0.8474,high 127,Nigeria,2018,capital,ICT,Junior,198.33,3529301,0.1583,2970519,0.4793,1423667,34,0.661,0.8073,270.77,0.0605,0.6915,0.3916,0.6446,moderate 128,Senegal,2020,urban,Health,Senior,16.18,330415,0.0977,298138,0.4228,126046,39,0.6226,0.7779,455.19,0.0499,0.7017,0.3692,0.6526,high 129,DRC,2019,rural,Administration,Junior,89.7,549311,0.3078,380258,0.1585,60286,12,0.5661,0.6661,93.73,0.0646,0.4104,0.2146,0.4051,low 130,Ethiopia,2018,urban,Finance,Junior,108.65,1195200,0.2153,937881,0.3068,287780,12,0.6022,0.656,138.75,0.0593,0.3899,0.2096,0.4612,low 131,Senegal,2025,urban,Infrastructure,Mid_Level,18.49,435670,0.094,394726,0.4598,181476,32,0.7074,0.749,245.25,0.0711,0.6404,0.3489,0.6327,moderate 132,Uganda,2019,capital,Health,Junior,41.86,361927,0.1837,295445,0.3353,99051,23,0.5306,0.8162,200.1,0.063,0.6161,0.4226,0.5717,moderate 133,Ghana,2021,rural,Education,Director,31.94,798673,0.1852,650751,0.4022,261725,48,0.6347,0.718,531.41,0.0543,0.6661,0.479,0.6465,moderate 134,South Africa,2025,urban,Security,Senior,62.5,3742488,0.1055,3347577,0.649,2172610,71,0.7377,0.8398,968.53,0.0955,0.95,0.7276,0.8571,high 135,Botswana,2020,urban,Infrastructure,Mid_Level,2.45,110417,0.093,100145,0.6675,66848,77,0.7677,0.8212,388.17,0.07,0.95,0.636,0.8679,high 136,South Africa,2019,rural,Infrastructure,Junior,59.58,2983696,0.139,2569022,0.4899,1258524,51,0.6121,0.7743,524.52,0.0647,0.95,0.5604,0.7324,high 137,Rwanda,2022,urban,Finance,Junior,13.35,436922,0.0875,398697,0.5125,204330,60,0.8297,0.8584,395.01,0.0705,0.95,0.7085,0.8009,high 138,Nigeria,2022,remote,Infrastructure,Junior,218.92,4348441,0.2478,3271049,0.2147,702143,21,0.5581,0.7817,177.77,0.0585,0.6781,0.4177,0.5211,moderate 139,Ethiopia,2024,remote,Security,Junior,126.0,1500670,0.3827,926362,0.1441,133481,10,0.4952,0.6441,113.8,0.0522,0.428,0.2341,0.3782,low 140,Uganda,2019,remote,Health,Director,41.86,380281,0.2535,283872,0.2104,59722,28,0.6865,0.8206,643.87,0.0499,0.7182,0.4182,0.546,moderate 141,Botswana,2022,urban,Agriculture,Junior,2.52,121736,0.0732,112824,0.7337,82780,81,0.8172,0.8517,443.66,0.095,0.95,0.6159,0.902,high 142,Botswana,2019,capital,Finance,Director,2.41,116235,0.0695,108160,0.8,86528,62,0.8269,0.8061,1339.0,0.0937,0.8439,0.7002,0.863,high 143,Ethiopia,2025,capital,Health,Mid_Level,129.15,1475286,0.1624,1235720,0.3097,382688,17,0.5314,0.6286,144.89,0.0605,0.4301,0.1957,0.4862,low 144,DRC,2025,rural,Health,Senior,108.36,648066,0.2878,461529,0.1397,64496,13,0.477,0.6223,141.1,0.0586,0.38,0.2018,0.397,low 145,Ghana,2020,capital,Agriculture,Junior,31.29,817708,0.0945,740460,0.4664,345318,31,0.6159,0.7341,296.55,0.0571,0.6559,0.415,0.6377,moderate 146,Kenya,2018,urban,Education,Junior,48.55,1495551,0.1052,1338233,0.6479,867063,37,0.6677,0.8949,435.44,0.0892,0.9461,0.7616,0.7832,high 147,Botswana,2025,capital,Finance,Mid_Level,2.64,106169,0.0733,98390,0.8,78712,47,0.6782,0.9083,447.17,0.0794,0.95,0.6435,0.8448,high 148,South Africa,2019,capital,Administration,Junior,59.58,3161506,0.089,2880194,0.6859,1975587,75,0.8006,0.9301,427.65,0.0801,0.95,0.6365,0.8849,high 149,Kenya,2020,rural,Education,Mid_Level,50.61,2024687,0.1102,1801569,0.3912,704800,37,0.627,0.799,554.01,0.0698,0.95,0.5885,0.6865,high 150,Rwanda,2020,urban,Security,Mid_Level,12.73,366093,0.0863,334512,0.6136,205244,62,0.8378,0.8233,361.69,0.0798,0.8073,0.582,0.7992,high 151,Senegal,2023,capital,Social_Services,Director,17.53,397912,0.1093,354427,0.5312,188266,42,0.6362,0.6994,632.19,0.0608,0.5872,0.4181,0.6659,high 152,Tanzania,2018,remote,Education,Junior,56.11,891304,0.207,706804,0.2036,143895,19,0.5379,0.7039,231.79,0.0572,0.6186,0.3725,0.5013,moderate 153,Ghana,2018,capital,Education,Senior,30.01,860834,0.1312,747894,0.5467,408867,38,0.6157,0.7911,434.57,0.0683,0.7271,0.3895,0.6792,high 154,Kenya,2024,rural,Education,Director,55.0,1690732,0.1509,1435581,0.4497,645591,39,0.6867,0.7708,1452.64,0.0896,0.938,0.7428,0.7059,high 155,Tanzania,2018,urban,Finance,Junior,56.11,994315,0.1256,869445,0.3875,336923,25,0.6683,0.7156,309.06,0.0582,0.6164,0.4004,0.587,moderate 156,South Africa,2021,capital,Infrastructure,Junior,60.54,3065861,0.1092,2731068,0.6838,1867405,71,0.7268,0.9299,585.42,0.095,0.95,0.5569,0.8613,high 157,Botswana,2022,capital,Social_Services,Mid_Level,2.52,105508,0.0919,95814,0.6624,63462,70,0.8317,0.775,529.36,0.0901,0.7919,0.6532,0.8284,high 158,Ghana,2020,rural,Health,Director,31.29,874823,0.1469,746313,0.3447,257254,39,0.6989,0.7414,496.11,0.0505,0.7475,0.3929,0.6222,moderate 159,Ghana,2024,urban,Administration,Junior,34.0,751574,0.1477,640601,0.5677,363663,33,0.6045,0.7429,237.42,0.0526,0.7277,0.3605,0.6578,high 160,Uganda,2023,capital,Health,Mid_Level,47.48,361500,0.1784,296991,0.3425,101719,28,0.6576,0.8064,195.47,0.0557,0.6243,0.4059,0.585,moderate 161,Uganda,2020,capital,Education,Junior,43.2,333767,0.1476,284491,0.3621,103026,24,0.576,0.7268,255.09,0.0665,0.6264,0.414,0.5767,moderate 162,Ghana,2025,urban,Administration,Senior,34.71,752960,0.1224,660777,0.5303,350395,48,0.6834,0.6889,388.95,0.051,0.699,0.4012,0.6853,high 163,South Africa,2023,rural,Security,Mid_Level,61.51,3508884,0.1815,2872153,0.5198,1492988,43,0.6833,0.8018,608.1,0.0847,0.8882,0.5689,0.7081,high 164,Mozambique,2020,rural,Education,Junior,29.66,331173,0.2972,232745,0.1703,39645,15,0.6393,0.6771,127.96,0.0554,0.3665,0.1632,0.4103,low 165,South Africa,2023,capital,Health,Mid_Level,61.51,3698908,0.1173,3264964,0.696,2272504,59,0.7219,0.8202,506.51,0.0778,0.9368,0.7535,0.8342,high 166,Ethiopia,2025,capital,Education,Junior,129.15,1481044,0.1793,1215436,0.2815,342189,17,0.5674,0.7045,86.35,0.0496,0.3787,0.1664,0.4782,low 167,Ghana,2020,remote,Education,Junior,31.29,799477,0.2098,631721,0.2796,176621,34,0.6983,0.6958,239.26,0.0646,0.7218,0.3791,0.5669,moderate 168,Rwanda,2022,capital,Health,Junior,13.35,427926,0.0615,401607,0.6992,280795,55,0.7983,0.907,376.68,0.0648,0.7889,0.7419,0.8361,high 169,Senegal,2019,urban,Finance,Senior,15.76,345457,0.1134,306271,0.5247,160713,26,0.6639,0.6828,369.97,0.0693,0.6822,0.4296,0.6314,moderate 170,DRC,2020,urban,Education,Mid_Level,92.57,549126,0.2346,420327,0.202,84898,10,0.5181,0.6045,146.79,0.0625,0.3472,0.2155,0.4138,low 171,Botswana,2024,capital,Health,Junior,2.6,101108,0.0866,92349,0.8,73879,49,0.7478,0.7772,527.64,0.0882,0.8716,0.5228,0.8069,high 172,Ghana,2022,remote,Education,Junior,32.62,723399,0.2146,568127,0.2809,159586,44,0.7273,0.8089,295.87,0.0539,0.6609,0.3676,0.6007,moderate 173,Mozambique,2020,remote,Security,Executive,29.66,289247,0.341,190604,0.1399,26657,13,0.5084,0.6536,355.4,0.0704,0.346,0.1758,0.3824,low 174,DRC,2024,capital,Administration,Mid_Level,105.0,548469,0.2412,416184,0.2432,101232,13,0.6063,0.6784,126.2,0.0557,0.4131,0.2366,0.4497,low 175,South Africa,2022,rural,Finance,Senior,61.02,3716892,0.1379,3204261,0.4262,1365712,61,0.7398,0.8622,547.08,0.0769,0.9327,0.6721,0.7644,high 176,Tanzania,2023,rural,Security,Senior,65.05,1214697,0.1876,986853,0.3005,296526,20,0.5405,0.7541,458.92,0.0643,0.5701,0.4148,0.5398,moderate 177,Nigeria,2019,rural,Social_Services,Mid_Level,203.29,4177166,0.1964,3356596,0.307,1030370,36,0.6871,0.753,230.23,0.0492,0.5804,0.3509,0.5737,moderate 178,Kenya,2020,remote,Infrastructure,Junior,50.61,1561927,0.1473,1331834,0.3416,454891,48,0.7486,0.9015,383.25,0.0835,0.95,0.6246,0.7112,high 179,Nigeria,2018,remote,Administration,Mid_Level,198.33,4028745,0.2322,3093138,0.2564,793159,29,0.5299,0.7775,317.57,0.0679,0.6066,0.3285,0.5387,moderate 180,Ethiopia,2025,remote,Infrastructure,Mid_Level,129.15,1532411,0.3557,987323,0.1382,136438,11,0.5004,0.6938,94.5,0.0534,0.3957,0.1772,0.3845,low 181,Tanzania,2019,rural,Education,Mid_Level,57.79,1168952,0.159,983086,0.3273,321781,33,0.6944,0.7697,268.02,0.0633,0.6871,0.3226,0.591,moderate 182,South Africa,2025,urban,Justice,Junior,62.5,2827763,0.1202,2487961,0.6449,1604456,57,0.693,0.8075,508.26,0.076,0.95,0.565,0.7963,high 183,Ethiopia,2020,urban,Infrastructure,Mid_Level,114.15,1428865,0.2602,1057088,0.2676,282847,16,0.4836,0.6191,117.39,0.0487,0.4038,0.2143,0.4465,low 184,Kenya,2023,urban,Agriculture,Junior,53.87,1625929,0.0794,1496865,0.5986,896019,68,0.6599,0.8598,575.3,0.0905,0.9223,0.6812,0.8391,high 185,Ghana,2023,remote,Health,Director,33.3,714137,0.2382,544000,0.2383,129654,30,0.5277,0.7418,562.88,0.052,0.6405,0.3844,0.5388,moderate 186,Mozambique,2024,remote,Security,Junior,33.0,309743,0.3915,188463,0.1231,23195,16,0.6389,0.7086,113.61,0.064,0.3849,0.2203,0.3897,low 187,Uganda,2018,capital,Agriculture,Junior,40.56,340659,0.158,286834,0.4352,124840,26,0.6027,0.7909,215.67,0.0599,0.591,0.4577,0.6078,moderate 188,Rwanda,2024,remote,Administration,Director,14.0,385770,0.1478,328767,0.3346,110005,71,0.7982,0.8232,1091.41,0.0717,0.796,0.6491,0.7422,high 189,DRC,2025,rural,Infrastructure,Junior,108.36,643216,0.2969,452227,0.1711,77382,9,0.5708,0.6838,125.39,0.0687,0.3656,0.2305,0.4032,low 190,Tanzania,2023,rural,Security,Senior,65.05,1344080,0.1789,1103626,0.3186,351641,30,0.6112,0.814,351.25,0.0616,0.5732,0.3561,0.575,moderate 191,Ghana,2024,urban,Education,Junior,34.0,847860,0.1414,727961,0.5598,407537,27,0.6216,0.7451,267.14,0.0587,0.6302,0.3955,0.6364,moderate 192,Ghana,2022,urban,Finance,Senior,32.62,875483,0.118,772171,0.5456,421320,45,0.6093,0.7624,326.7,0.0657,0.5991,0.4274,0.6864,high 193,Nigeria,2020,urban,Administration,Junior,208.37,4637125,0.1882,3764522,0.4772,1796592,23,0.6488,0.6798,234.0,0.0689,0.6868,0.4052,0.5909,moderate 194,South Africa,2021,rural,Security,Mid_Level,60.54,3586153,0.1424,3075628,0.4217,1297062,65,0.8676,0.807,424.9,0.0685,0.95,0.5789,0.7563,high 195,Ghana,2022,remote,Health,Mid_Level,32.62,818399,0.2358,625399,0.2611,163321,35,0.5762,0.7861,292.71,0.0513,0.6292,0.4629,0.571,moderate 196,Mozambique,2018,urban,Infrastructure,Junior,28.12,262015,0.1984,210037,0.2328,48898,18,0.6075,0.6598,90.7,0.0683,0.352,0.2212,0.4599,low 197,Mozambique,2020,rural,Education,Junior,29.66,296376,0.2186,231593,0.1718,39781,20,0.6387,0.5955,147.51,0.0671,0.4333,0.2159,0.4425,low 198,Rwanda,2023,urban,Security,Director,13.67,361001,0.07,335720,0.5236,175771,95,0.8656,0.8798,1505.84,0.0957,0.8177,0.7279,0.8874,high 199,Nigeria,2025,capital,Justice,Junior,235.75,4925190,0.1408,4231788,0.4343,1837729,23,0.524,0.6905,270.67,0.0564,0.5947,0.4307,0.587,moderate 200,Nigeria,2023,urban,Administration,Junior,224.39,4939991,0.1307,4294167,0.4599,1974742,38,0.7198,0.7619,269.01,0.0565,0.685,0.4433,0.6544,high 201,Tanzania,2025,urban,Health,Mid_Level,69.01,1100207,0.1244,963286,0.3798,365887,30,0.5612,0.6999,181.74,0.069,0.6877,0.3264,0.5952,moderate 202,Uganda,2018,rural,Education,Mid_Level,40.56,318128,0.2947,224385,0.2434,54626,24,0.5163,0.8184,322.11,0.0657,0.6432,0.3552,0.5198,moderate 203,DRC,2024,rural,Education,Mid_Level,105.0,622968,0.3799,386321,0.1646,63589,13,0.5768,0.6202,110.76,0.0491,0.4236,0.1946,0.3835,low 204,Rwanda,2021,capital,Education,Mid_Level,13.04,359771,0.0555,339808,0.7078,240509,69,0.7481,0.8383,594.51,0.0743,0.95,0.7643,0.8828,high 205,Uganda,2023,urban,Justice,Mid_Level,47.48,370093,0.1909,299438,0.338,101195,17,0.5535,0.6936,236.57,0.0614,0.734,0.3258,0.5393,moderate 206,DRC,2022,rural,Health,Junior,98.59,523832,0.2979,367762,0.1454,53490,11,0.5487,0.5851,95.65,0.0502,0.3958,0.1863,0.3854,low 207,Uganda,2022,capital,Health,Director,46.01,324816,0.1429,278391,0.3486,97059,28,0.6336,0.7665,807.51,0.0501,0.7425,0.3526,0.5959,moderate 208,Mozambique,2022,urban,Education,Director,31.29,279952,0.2417,212292,0.2481,52662,19,0.6569,0.5925,376.12,0.0616,0.4139,0.1719,0.4466,low 209,Rwanda,2022,rural,Finance,Junior,13.35,369795,0.1151,327235,0.3758,122973,84,0.95,0.7663,398.31,0.0856,0.7899,0.6733,0.7864,high 210,Ghana,2023,rural,Education,Mid_Level,33.3,856067,0.1484,729066,0.3709,270406,46,0.7182,0.7458,223.24,0.0501,0.6002,0.3218,0.6247,moderate 211,Kenya,2025,capital,Social_Services,Junior,56.15,1837830,0.0813,1688498,0.5911,998119,61,0.8462,0.9138,396.07,0.0889,0.8139,0.7575,0.8242,high 212,DRC,2022,urban,Health,Junior,98.59,546806,0.2937,386190,0.2336,90225,15,0.4929,0.662,102.51,0.061,0.369,0.1827,0.4269,low 213,Kenya,2022,capital,Finance,Mid_Level,52.76,1640644,0.0985,1479093,0.6251,924539,62,0.7825,0.8857,564.84,0.092,0.941,0.5923,0.8228,high 214,Senegal,2018,rural,Health,Junior,15.34,293020,0.1542,247848,0.2989,74078,35,0.6958,0.7983,221.43,0.0612,0.6623,0.3957,0.5992,moderate 215,DRC,2023,urban,ICT,Junior,101.74,670758,0.2615,495364,0.1981,98122,13,0.4832,0.6857,126.48,0.0507,0.3408,0.2201,0.4256,low 216,Ghana,2020,remote,Justice,Mid_Level,31.29,730244,0.2276,564075,0.3097,174695,28,0.5801,0.7102,233.99,0.0658,0.645,0.4113,0.5527,moderate 217,Nigeria,2020,capital,Education,Senior,208.37,4295415,0.1332,3723405,0.5087,1894106,22,0.5446,0.7095,484.21,0.0649,0.673,0.3208,0.6047,moderate 218,Ghana,2019,rural,Education,Director,30.64,826950,0.1645,690946,0.3912,270330,48,0.6839,0.7714,782.0,0.054,0.7254,0.3356,0.6485,moderate 219,DRC,2023,rural,Agriculture,Mid_Level,101.74,631956,0.2892,449204,0.1427,64096,10,0.5558,0.6424,101.6,0.0692,0.3752,0.1957,0.3918,low 220,Mozambique,2021,capital,Security,Junior,30.47,260439,0.2125,205105,0.3074,63049,20,0.6442,0.7029,108.3,0.0627,0.4027,0.1814,0.4876,low 221,Nigeria,2019,capital,Security,Senior,203.29,4384019,0.1297,3815361,0.4266,1627703,29,0.6247,0.8129,459.34,0.07,0.7183,0.4743,0.6379,moderate 222,Kenya,2021,capital,Health,Junior,51.68,1677168,0.0729,1554885,0.7088,1102164,42,0.7601,0.8943,542.28,0.0856,0.864,0.6881,0.8033,high 223,Uganda,2019,remote,Education,Junior,41.86,356092,0.3347,236903,0.1922,45521,24,0.5351,0.776,215.59,0.0545,0.5841,0.3732,0.4865,low 224,DRC,2020,rural,Education,Junior,92.57,562375,0.2861,401467,0.1648,66177,15,0.5477,0.7021,91.08,0.049,0.4159,0.2209,0.4262,low 225,Rwanda,2024,capital,Justice,Junior,14.0,395220,0.0584,372134,0.7527,280104,55,0.7906,0.8737,570.52,0.0868,0.95,0.5678,0.8439,high 226,Tanzania,2018,rural,Education,Junior,56.11,914905,0.1724,757209,0.2537,192070,19,0.6479,0.7218,322.33,0.0711,0.5803,0.4344,0.5276,moderate 227,South Africa,2022,rural,Health,Junior,61.02,2823296,0.1662,2353928,0.5363,1262452,66,0.8123,0.9324,553.4,0.0653,0.95,0.6148,0.8039,high 228,Senegal,2018,urban,Administration,Junior,15.34,336639,0.0986,303445,0.3969,120431,24,0.6366,0.8046,196.49,0.0549,0.5905,0.3243,0.5967,moderate 229,Nigeria,2022,rural,Security,Junior,218.92,4450602,0.1759,3667721,0.2796,1025651,37,0.6988,0.8134,312.5,0.0636,0.7335,0.3867,0.6025,moderate 230,Kenya,2018,capital,Health,Junior,48.55,1623722,0.0908,1476348,0.6784,1001568,55,0.6436,0.8921,456.44,0.0644,0.8501,0.606,0.8138,high 231,Mozambique,2020,remote,Justice,Mid_Level,29.66,264515,0.3774,164694,0.1479,24352,14,0.5807,0.6479,115.63,0.0507,0.3921,0.168,0.3808,low 232,Rwanda,2019,capital,ICT,Junior,12.43,356830,0.0624,334557,0.7335,245390,77,0.9096,0.816,384.45,0.0818,0.8678,0.7285,0.8923,high 233,Ethiopia,2025,rural,ICT,Mid_Level,129.15,1443291,0.2927,1020834,0.1791,182860,17,0.5001,0.6251,124.7,0.049,0.3408,0.2157,0.4135,low 234,Ghana,2018,urban,Education,Junior,30.01,680293,0.1393,585544,0.5683,332764,29,0.7009,0.7642,271.25,0.065,0.6898,0.4512,0.6585,high 235,Nigeria,2021,urban,Education,Junior,213.58,4482538,0.1281,3908246,0.4001,1563783,22,0.5334,0.7708,269.27,0.0581,0.5701,0.3893,0.5846,moderate 236,Uganda,2020,rural,Agriculture,Mid_Level,43.2,344245,0.299,241314,0.28,67565,22,0.5843,0.679,316.38,0.0557,0.6024,0.4799,0.5103,moderate 237,Kenya,2023,capital,Health,Junior,53.87,1941753,0.0696,1806598,0.7051,1273886,66,0.7746,0.8698,437.57,0.066,0.95,0.5465,0.854,high 238,Kenya,2018,urban,Health,Junior,48.55,1805199,0.1059,1614044,0.5899,952123,63,0.7309,0.9093,501.94,0.0711,0.95,0.5915,0.819,high 239,Senegal,2018,capital,Education,Junior,15.34,339996,0.1162,300472,0.4681,140651,33,0.6017,0.7983,198.64,0.0505,0.6506,0.4275,0.648,moderate 240,DRC,2024,rural,Justice,Junior,105.0,541711,0.2844,387646,0.1344,52104,10,0.5393,0.6313,124.36,0.0595,0.4108,0.2134,0.3946,low 241,Mozambique,2020,urban,Agriculture,Mid_Level,29.66,280151,0.1879,227505,0.2724,61968,19,0.5129,0.6423,148.27,0.0489,0.4316,0.1731,0.4754,low 242,Tanzania,2022,urban,Health,Director,63.15,1121398,0.1638,937730,0.3748,351445,32,0.7076,0.7585,513.5,0.0644,0.6596,0.4711,0.6096,moderate 243,Rwanda,2021,capital,Health,Mid_Level,13.04,446790,0.0545,422430,0.7025,296740,94,0.7643,0.7837,557.59,0.0847,0.7923,0.7369,0.9175,high 244,Uganda,2022,remote,Administration,Senior,46.01,369822,0.2837,264897,0.1953,51747,17,0.5951,0.6951,377.51,0.0493,0.6109,0.3571,0.4715,low 245,Uganda,2022,rural,Health,Senior,46.01,407902,0.2361,311596,0.2724,84879,21,0.5234,0.7543,281.93,0.0691,0.7327,0.4515,0.5431,moderate 246,Senegal,2022,rural,ICT,Junior,17.07,327688,0.1549,276913,0.3157,87423,29,0.5249,0.7644,214.61,0.0525,0.5604,0.3783,0.5712,moderate 247,Kenya,2025,urban,Security,Senior,56.15,1864068,0.1067,1665250,0.6049,1007353,54,0.6088,0.771,970.89,0.089,0.95,0.7546,0.7957,high 248,South Africa,2018,rural,Finance,Senior,59.11,2669017,0.1461,2279130,0.5033,1147053,70,0.808,0.8162,664.66,0.0949,0.8934,0.6363,0.7897,high 249,DRC,2022,urban,Infrastructure,Junior,98.59,649515,0.2932,459056,0.2423,111232,12,0.5385,0.6767,144.36,0.0615,0.4134,0.22,0.4321,low 250,Nigeria,2023,rural,Education,Mid_Level,224.39,4606644,0.1682,3831768,0.3453,1323178,31,0.5546,0.7975,282.56,0.0662,0.6289,0.4567,0.6,moderate 251,Mozambique,2021,rural,Health,Mid_Level,30.47,324591,0.276,234998,0.187,43946,21,0.6158,0.6211,153.05,0.065,0.4471,0.2377,0.4419,low 252,Uganda,2025,rural,Agriculture,Junior,50.57,409805,0.2787,295571,0.2616,77329,27,0.5368,0.7321,250.89,0.0584,0.5737,0.3446,0.5149,moderate 253,Tanzania,2024,urban,Health,Junior,67.0,1196403,0.12,1052842,0.425,447499,31,0.5731,0.7638,198.17,0.0553,0.7258,0.4071,0.6316,moderate 254,Rwanda,2025,capital,Education,Mid_Level,14.34,427509,0.0806,393061,0.5794,227745,90,0.95,0.859,453.21,0.0806,0.8533,0.7278,0.8867,high 255,Botswana,2021,remote,Security,Mid_Level,2.49,118973,0.1472,101456,0.4198,42594,54,0.8177,0.9031,608.22,0.0795,0.95,0.5998,0.7436,high 256,Nigeria,2024,capital,Education,Junior,230.0,4354801,0.1337,3772681,0.5129,1935169,25,0.6442,0.6861,289.86,0.067,0.6308,0.4356,0.6169,moderate 257,Tanzania,2025,rural,Education,Mid_Level,69.01,1346283,0.1695,1118130,0.3177,355282,24,0.6507,0.688,181.66,0.0719,0.722,0.4613,0.5686,moderate 258,Ghana,2025,urban,Education,Junior,34.71,868164,0.1119,771024,0.5659,436320,26,0.5393,0.712,204.84,0.0534,0.6804,0.3724,0.6406,moderate 259,Rwanda,2022,rural,Agriculture,Mid_Level,13.35,384381,0.0871,350908,0.4133,145026,95,0.9122,0.8122,485.27,0.0907,0.95,0.6658,0.8525,high 260,DRC,2025,rural,Security,Junior,108.36,573386,0.3985,344883,0.1606,55397,11,0.5585,0.593,143.19,0.0532,0.4256,0.2028,0.3698,low 261,Ethiopia,2020,capital,Social_Services,Junior,114.15,1185616,0.2161,929450,0.298,276942,14,0.5138,0.6967,105.41,0.053,0.3677,0.1763,0.4644,low 262,DRC,2020,capital,Health,Junior,92.57,618649,0.1843,504611,0.2138,107900,14,0.6211,0.6733,101.31,0.0581,0.3562,0.1703,0.446,low 263,Botswana,2021,urban,Education,Mid_Level,2.49,105050,0.0828,96355,0.7463,71905,82,0.7838,0.8622,433.45,0.0657,0.95,0.5645,0.9016,high 264,Botswana,2021,urban,Education,Junior,2.49,106787,0.1042,95664,0.7101,67931,62,0.6445,0.867,377.68,0.0814,0.95,0.6301,0.8446,high 265,Ghana,2020,capital,Health,Junior,31.29,872152,0.1005,784471,0.5581,437837,41,0.5765,0.698,224.69,0.0641,0.6381,0.4375,0.6792,high 266,Senegal,2024,rural,ICT,Senior,18.0,437838,0.1713,362835,0.3558,129092,38,0.737,0.7463,406.11,0.0604,0.7185,0.389,0.6138,moderate 267,Senegal,2024,rural,ICT,Junior,18.0,420902,0.1667,350721,0.3764,131996,41,0.6786,0.7619,200.09,0.0714,0.6022,0.436,0.623,moderate 268,Botswana,2024,urban,Education,Junior,2.6,129513,0.0886,118040,0.602,71060,76,0.7437,0.914,442.87,0.0704,0.7967,0.653,0.8504,high 269,DRC,2021,rural,Finance,Junior,95.53,532208,0.3062,369254,0.176,64997,9,0.6145,0.6275,90.36,0.054,0.3383,0.2232,0.3902,low 270,Mozambique,2022,urban,Security,Mid_Level,31.29,354164,0.2388,269591,0.2714,73154,21,0.6352,0.6489,134.72,0.0499,0.4202,0.2369,0.4737,low 271,Ethiopia,2018,remote,Administration,Junior,108.65,1313497,0.4304,748174,0.1775,132829,11,0.5194,0.6758,99.95,0.0558,0.3342,0.1723,0.3663,low 272,Kenya,2022,rural,Security,Senior,52.76,1799694,0.1146,1593477,0.3555,566551,43,0.6342,0.7953,534.07,0.069,0.95,0.6837,0.7004,high 273,Ethiopia,2025,rural,Agriculture,Junior,129.15,1579589,0.2424,1196627,0.2037,243737,14,0.544,0.6214,133.38,0.0682,0.4214,0.2102,0.4317,low 274,Kenya,2022,capital,Security,Mid_Level,52.76,1719620,0.0782,1585119,0.7055,1118373,56,0.7188,0.8706,474.12,0.079,0.8528,0.6344,0.8261,high 275,Senegal,2023,capital,Social_Services,Junior,17.53,406707,0.1066,363370,0.5221,189700,35,0.7281,0.7513,284.85,0.0649,0.5986,0.3653,0.6505,high 276,Rwanda,2021,capital,Education,Junior,13.04,403343,0.0597,379275,0.715,271186,72,0.8368,0.7788,490.99,0.0649,0.95,0.6094,0.8666,high 277,Nigeria,2025,urban,Agriculture,Junior,235.75,4884899,0.1554,4125670,0.4123,1701219,24,0.5265,0.693,324.86,0.0579,0.5529,0.4725,0.5807,moderate 278,Kenya,2018,urban,Security,Director,48.55,1807853,0.0931,1639496,0.6534,1071270,37,0.7427,0.9094,1571.7,0.0722,0.8124,0.6925,0.7695,high 279,Uganda,2022,urban,Administration,Mid_Level,46.01,347204,0.1814,284205,0.3182,90431,18,0.5108,0.7965,280.73,0.0607,0.6255,0.427,0.5539,moderate 280,Kenya,2024,rural,Infrastructure,Senior,55.0,1931529,0.1247,1690635,0.4616,780407,48,0.6704,0.8168,758.42,0.0814,0.95,0.6319,0.7349,high 281,Uganda,2019,remote,Education,Director,41.86,305478,0.3226,206940,0.1971,40796,26,0.5386,0.8115,636.79,0.0621,0.652,0.3258,0.5031,moderate 282,Ethiopia,2021,urban,Education,Mid_Level,117.0,1403072,0.1846,1144034,0.2494,285284,12,0.4972,0.6641,96.8,0.0692,0.356,0.1673,0.4481,low 283,Mozambique,2025,urban,Finance,Director,33.89,384090,0.2189,300000,0.2241,67234,19,0.6605,0.7081,229.08,0.0575,0.3684,0.1704,0.4589,low 284,Kenya,2023,capital,Education,Junior,53.87,1884256,0.0725,1747620,0.6113,1068297,41,0.7544,0.7896,506.57,0.0703,0.7943,0.5726,0.7423,high 285,Mozambique,2018,capital,Infrastructure,Mid_Level,28.12,246431,0.175,203312,0.2876,58481,15,0.5385,0.5943,99.85,0.0592,0.4474,0.2397,0.4735,low 286,Mozambique,2025,urban,Health,Junior,33.89,312242,0.1624,261527,0.2261,59142,17,0.5407,0.6084,135.56,0.0566,0.4312,0.1793,0.4607,low 287,Ghana,2022,capital,Infrastructure,Junior,32.62,732609,0.117,646873,0.5073,328163,30,0.6999,0.6815,259.77,0.0612,0.6014,0.3924,0.6242,moderate 288,Botswana,2018,rural,Education,Junior,2.38,101058,0.1365,87260,0.5436,47434,85,0.8783,0.8777,494.01,0.093,0.913,0.6123,0.8485,high 289,DRC,2023,rural,Health,Junior,101.74,576277,0.3826,355785,0.1503,53485,14,0.5464,0.683,93.74,0.0702,0.3877,0.1808,0.3862,low 290,Ethiopia,2019,urban,Education,Mid_Level,111.37,1516640,0.2354,1159609,0.29,336340,14,0.6107,0.6955,105.1,0.0709,0.3777,0.224,0.4632,low 291,Uganda,2025,rural,Health,Mid_Level,50.57,358277,0.2811,257549,0.2429,62569,25,0.6738,0.7022,233.93,0.0635,0.6343,0.348,0.5065,moderate 292,Kenya,2018,urban,Security,Mid_Level,48.55,1524077,0.0926,1382892,0.5496,760039,45,0.7268,0.8176,512.04,0.0935,0.9207,0.6804,0.7595,high 293,Kenya,2018,capital,Health,Senior,48.55,1870576,0.0735,1733154,0.5714,990406,46,0.7027,0.8707,834.04,0.093,0.854,0.6913,0.7746,high 294,Uganda,2022,urban,Administration,Junior,46.01,391475,0.2062,310742,0.402,124931,22,0.5565,0.7992,290.62,0.06,0.7022,0.3629,0.5803,moderate 295,Mozambique,2022,remote,Education,Mid_Level,31.29,355212,0.3761,221623,0.1567,34728,16,0.648,0.6048,121.35,0.0595,0.4249,0.2327,0.3916,low 296,Ethiopia,2023,rural,Finance,Mid_Level,122.93,1479237,0.2376,1127777,0.2082,234791,18,0.6079,0.6884,112.11,0.0607,0.3354,0.1906,0.4435,low 297,Rwanda,2021,capital,Health,Mid_Level,13.04,383538,0.0649,358633,0.6061,217352,76,0.7891,0.8456,524.26,0.0642,0.95,0.5385,0.851,high 298,Senegal,2021,capital,Infrastructure,Junior,16.62,405064,0.0966,365926,0.52,190274,28,0.5238,0.7356,255.47,0.059,0.7401,0.4331,0.6535,high 299,Ghana,2025,urban,Justice,Mid_Level,34.71,896947,0.1505,761968,0.5236,398982,46,0.7303,0.6941,279.91,0.0596,0.7317,0.4491,0.6805,high 300,Ethiopia,2018,capital,Health,Mid_Level,108.65,1139816,0.2135,896423,0.3169,284077,18,0.5342,0.6525,92.46,0.0692,0.352,0.1682,0.4707,low 301,Senegal,2019,rural,Health,Mid_Level,15.76,372210,0.1664,310279,0.3019,93659,24,0.5868,0.7054,279.89,0.0566,0.6401,0.3382,0.5475,moderate 302,Rwanda,2022,capital,Security,Junior,13.35,457728,0.0722,424698,0.5926,251693,53,0.6766,0.791,415.52,0.0919,0.9382,0.5659,0.7817,high 303,Botswana,2022,capital,ICT,Junior,2.52,121482,0.087,110917,0.6516,72269,54,0.6911,0.9126,511.1,0.085,0.95,0.7353,0.8316,high 304,Kenya,2021,urban,Security,Junior,51.68,2000989,0.0764,1848141,0.5198,960653,61,0.7083,0.7905,406.03,0.081,0.95,0.5384,0.7808,high 305,Mozambique,2018,rural,ICT,Junior,28.12,319991,0.3105,220639,0.175,38616,21,0.6166,0.6515,114.45,0.0676,0.4243,0.2206,0.4308,low 306,Rwanda,2025,urban,Social_Services,Senior,14.34,392869,0.0618,368608,0.5834,215059,91,0.8093,0.884,528.31,0.0754,0.9415,0.5537,0.89,high 307,South Africa,2025,capital,Administration,Junior,62.5,3803445,0.1109,3381802,0.6145,2077992,44,0.5898,0.8653,592.87,0.0769,0.8949,0.6732,0.7725,high 308,Botswana,2022,rural,Finance,Mid_Level,2.52,130510,0.1106,116081,0.4261,49467,52,0.7194,0.8235,631.99,0.0841,0.9156,0.7275,0.7467,high 309,Nigeria,2020,rural,Health,Mid_Level,208.37,4710911,0.2342,3607708,0.3451,1245020,28,0.6715,0.7576,267.78,0.0494,0.5918,0.4082,0.5614,moderate 310,Ghana,2018,rural,Social_Services,Director,30.01,660706,0.1975,530184,0.3168,167953,36,0.7097,0.6855,444.34,0.0486,0.6522,0.4499,0.5828,moderate 311,Mozambique,2019,capital,Agriculture,Junior,28.88,308791,0.2114,243503,0.3032,73832,22,0.5915,0.6932,97.17,0.0496,0.4082,0.1642,0.4892,low 312,Uganda,2025,rural,ICT,Junior,50.57,402864,0.2764,291527,0.2399,69948,23,0.6203,0.8218,286.71,0.0508,0.6452,0.4142,0.5276,moderate 313,Uganda,2019,urban,Education,Junior,41.86,336088,0.1637,281063,0.3672,103209,18,0.6104,0.7043,309.44,0.0486,0.6543,0.3712,0.5541,moderate 314,Ghana,2019,urban,Social_Services,Director,30.64,720888,0.1086,642618,0.5336,342871,39,0.5972,0.789,632.1,0.0637,0.6226,0.3903,0.6734,high 315,Ethiopia,2019,rural,Health,Senior,111.37,1455863,0.323,985618,0.178,175451,12,0.5428,0.6624,225.28,0.057,0.4339,0.1731,0.4038,low 316,Uganda,2020,capital,Justice,Junior,43.2,320403,0.1865,260649,0.3941,102711,15,0.4764,0.7516,220.74,0.0523,0.6722,0.3565,0.555,moderate 317,Tanzania,2022,urban,Education,Junior,63.15,1047031,0.1125,929204,0.3774,350637,33,0.6948,0.7308,261.38,0.0616,0.7141,0.3578,0.6155,moderate 318,Ghana,2020,urban,Health,Junior,31.29,870877,0.1468,743063,0.4419,328349,36,0.6211,0.7484,258.21,0.0485,0.7167,0.4758,0.6453,moderate 319,Ethiopia,2023,rural,Infrastructure,Junior,122.93,1319781,0.3039,918718,0.1796,165005,17,0.5545,0.6389,107.56,0.0713,0.352,0.1721,0.4097,low 320,Ethiopia,2019,rural,ICT,Junior,111.37,1499006,0.268,1097324,0.2172,238370,10,0.5393,0.6701,122.62,0.0537,0.4284,0.2376,0.4294,low 321,Uganda,2021,rural,Social_Services,Junior,44.58,395648,0.2298,304710,0.2815,85780,17,0.5319,0.755,253.74,0.0684,0.7467,0.3372,0.5271,moderate 322,South Africa,2020,urban,Finance,Mid_Level,60.06,3523039,0.1327,3055692,0.5506,1682507,58,0.7579,0.8433,389.19,0.0767,0.8859,0.5688,0.7714,high 323,Tanzania,2024,urban,Agriculture,Mid_Level,67.0,1342553,0.1176,1184609,0.3541,419428,23,0.5798,0.7198,289.48,0.0539,0.569,0.3862,0.5701,moderate 324,Botswana,2024,rural,Security,Mid_Level,2.6,124869,0.1261,109118,0.4594,50130,69,0.839,0.8189,546.19,0.0794,0.9109,0.5434,0.7741,high 325,South Africa,2023,rural,Health,Junior,61.51,2818528,0.1296,2453326,0.5367,1316817,59,0.7041,0.8117,644.0,0.0721,0.95,0.5938,0.7754,high 326,Nigeria,2018,rural,Health,Mid_Level,198.33,3669521,0.2307,2823062,0.3372,952073,34,0.5453,0.7806,323.52,0.0538,0.606,0.4502,0.5843,moderate 327,Kenya,2019,rural,Justice,Junior,49.57,1762993,0.1298,1534113,0.3915,600558,64,0.6795,0.8269,604.6,0.0701,0.95,0.5406,0.7485,high 328,Mozambique,2021,capital,Security,Senior,30.47,336626,0.2137,264690,0.2953,78160,20,0.581,0.7037,195.53,0.0692,0.359,0.1997,0.4818,low 329,Botswana,2023,capital,Education,Executive,2.56,113009,0.0684,105276,0.7109,74844,63,0.7798,0.9219,2583.91,0.0849,0.95,0.6037,0.8618,high 330,Botswana,2024,capital,Health,Executive,2.6,129781,0.0722,120405,0.7882,94897,66,0.7235,0.8138,1563.23,0.0816,0.8954,0.6532,0.8709,high 331,Ghana,2019,remote,Security,Senior,30.64,676306,0.2203,527302,0.3016,159045,33,0.5742,0.7148,323.91,0.0587,0.6161,0.3634,0.558,moderate 332,Senegal,2023,capital,Education,Mid_Level,17.53,348092,0.0895,316921,0.4544,143999,23,0.5873,0.6808,215.94,0.0719,0.7316,0.3544,0.6094,moderate 333,DRC,2020,rural,Social_Services,Senior,92.57,493142,0.2855,352337,0.1521,53591,14,0.6197,0.599,188.02,0.0517,0.4118,0.2333,0.406,low 334,Tanzania,2021,capital,Agriculture,Junior,61.31,1206598,0.1153,1067438,0.4859,518696,23,0.5312,0.721,180.24,0.0547,0.6812,0.3428,0.6107,moderate 335,South Africa,2018,capital,Health,Senior,59.11,3549965,0.0871,3240757,0.7568,2452511,68,0.8871,0.8241,653.48,0.0785,0.95,0.7094,0.877,high 336,South Africa,2021,capital,Security,Senior,60.54,3112082,0.1136,2758627,0.681,1878582,59,0.7415,0.8969,964.88,0.0782,0.867,0.6171,0.8223,high 337,Ghana,2019,urban,Health,Junior,30.64,689656,0.1183,608098,0.5446,331158,31,0.6449,0.8102,260.04,0.0527,0.6197,0.4145,0.659,high 338,South Africa,2022,capital,Finance,Mid_Level,61.02,3008311,0.1112,2673829,0.6115,1634981,54,0.7814,0.8091,531.55,0.0771,0.8599,0.7582,0.7932,high 339,Kenya,2020,capital,Administration,Mid_Level,50.61,1868059,0.0689,1739416,0.555,965309,56,0.6609,0.8034,583.74,0.0731,0.793,0.5295,0.7643,high 340,Rwanda,2021,urban,Social_Services,Junior,13.04,355561,0.0765,328360,0.5761,189173,74,0.8973,0.8576,474.54,0.0957,0.7913,0.7623,0.8439,high 341,Ghana,2022,urban,Administration,Mid_Level,32.62,800327,0.1145,708662,0.5243,371584,39,0.5998,0.7814,271.61,0.0575,0.5534,0.3915,0.6616,high 342,Botswana,2018,capital,Finance,Junior,2.38,99800,0.0833,91489,0.7058,64573,87,0.95,0.8645,640.08,0.0918,0.8606,0.7149,0.9104,high 343,Tanzania,2019,rural,Infrastructure,Junior,57.79,969845,0.2185,757970,0.2751,208525,21,0.5293,0.7469,301.4,0.0662,0.6377,0.3534,0.5278,moderate 344,Uganda,2018,urban,Social_Services,Mid_Level,40.56,315597,0.1962,253689,0.3507,88959,23,0.5951,0.7771,251.16,0.0706,0.636,0.3225,0.5585,moderate 345,Nigeria,2019,urban,Infrastructure,Mid_Level,203.29,4327422,0.1433,3707290,0.4502,1669107,33,0.6152,0.7353,201.84,0.0579,0.7059,0.4654,0.6367,moderate 346,Nigeria,2022,urban,Security,Mid_Level,218.92,4157957,0.1781,3417539,0.3741,1278619,21,0.5179,0.6984,306.84,0.0582,0.6061,0.3887,0.5558,moderate 347,Ghana,2021,urban,Health,Mid_Level,31.94,711557,0.1399,612023,0.4557,278904,42,0.7292,0.6938,188.01,0.0708,0.6428,0.4208,0.6444,moderate 348,Ethiopia,2018,urban,Infrastructure,Senior,108.65,1214394,0.2448,917144,0.2999,275067,11,0.5103,0.6159,173.79,0.0632,0.3822,0.1796,0.4399,low 349,Rwanda,2023,urban,Infrastructure,Mid_Level,13.67,375936,0.0811,345464,0.5803,200483,68,0.6909,0.8665,530.8,0.0749,0.95,0.7398,0.8438,high 350,DRC,2018,rural,Education,Executive,86.92,478488,0.3065,331830,0.1533,50866,10,0.5711,0.6475,399.61,0.0602,0.4355,0.2234,0.3997,low 351,Senegal,2021,urban,Health,Senior,16.62,388631,0.1167,343288,0.5097,174970,25,0.6328,0.7075,289.63,0.0592,0.628,0.4706,0.6267,moderate 352,Mozambique,2020,remote,Justice,Mid_Level,29.66,334054,0.3236,225945,0.1358,30672,14,0.5186,0.6994,118.16,0.0562,0.3568,0.1988,0.3985,low 353,Ghana,2023,urban,Justice,Mid_Level,33.3,904337,0.1134,801743,0.5202,417045,29,0.5908,0.7837,269.75,0.0525,0.7199,0.3285,0.6466,moderate 354,Nigeria,2022,remote,Infrastructure,Senior,218.92,4503366,0.2922,3187373,0.2449,780660,33,0.5804,0.7863,316.03,0.0715,0.5969,0.3579,0.5341,moderate 355,Uganda,2024,capital,Education,Mid_Level,49.0,351868,0.1451,300815,0.3884,116837,19,0.5303,0.6764,230.57,0.0556,0.5586,0.4194,0.5576,moderate 356,Rwanda,2023,capital,Education,Senior,13.67,420266,0.0648,393018,0.6483,254809,61,0.8136,0.9204,934.8,0.0712,0.8583,0.5618,0.8284,high 357,Nigeria,2020,urban,Security,Junior,208.37,4691707,0.1325,4070078,0.3655,1487756,36,0.6834,0.7283,264.32,0.0534,0.5853,0.3954,0.6056,moderate 358,Botswana,2020,urban,Education,Mid_Level,2.45,119060,0.0764,109959,0.5925,65147,65,0.8225,0.8756,560.56,0.0769,0.8376,0.6583,0.8224,high 359,South Africa,2019,rural,Education,Junior,59.58,3163856,0.1588,2661588,0.4822,1283309,57,0.8196,0.9078,613.73,0.0841,0.9469,0.6784,0.772,high 360,DRC,2021,urban,Agriculture,Junior,95.53,488496,0.2874,348080,0.1853,64503,12,0.5669,0.6108,148.49,0.0526,0.435,0.221,0.4117,low 361,Kenya,2019,capital,Education,Junior,49.57,1602690,0.1008,1441198,0.5734,826369,62,0.6715,0.9316,417.66,0.0775,0.926,0.5513,0.8106,high 362,Rwanda,2024,capital,Infrastructure,Mid_Level,14.0,432932,0.0553,409011,0.5901,241342,59,0.6923,0.7896,626.58,0.0804,0.9437,0.6129,0.8053,high 363,Tanzania,2020,urban,Education,Junior,59.53,1056326,0.1389,909583,0.4586,417112,22,0.5859,0.6974,227.5,0.0652,0.5865,0.413,0.5895,moderate 364,Uganda,2021,capital,Administration,Junior,44.58,387032,0.1624,324187,0.4412,143021,19,0.5608,0.7888,226.55,0.0567,0.7465,0.4089,0.6011,moderate 365,South Africa,2023,urban,Social_Services,Senior,61.51,3321783,0.1099,2956840,0.5514,1630332,64,0.8298,0.8416,599.12,0.0732,0.9127,0.7375,0.8116,high 366,Tanzania,2019,rural,Justice,Director,57.79,920682,0.2163,721521,0.3001,216502,31,0.5405,0.7509,670.99,0.0554,0.6367,0.4087,0.5656,moderate 367,DRC,2022,capital,Finance,Junior,98.59,665483,0.2667,487997,0.2199,107327,9,0.4909,0.6471,146.96,0.06,0.338,0.1632,0.408,low 368,Mozambique,2019,remote,Security,Mid_Level,28.88,273156,0.3937,165610,0.1333,22074,21,0.6534,0.6478,148.39,0.0546,0.4085,0.167,0.3921,low 369,Botswana,2021,capital,Health,Junior,2.49,106006,0.0812,97397,0.7387,71951,59,0.8445,0.9247,387.7,0.0773,0.95,0.7107,0.8667,high 370,Rwanda,2020,rural,Health,Junior,12.73,406790,0.1059,363724,0.481,174946,54,0.6461,0.7732,407.63,0.0641,0.9111,0.6574,0.7516,high 371,Uganda,2023,urban,Health,Mid_Level,47.48,329054,0.2167,257753,0.3063,78950,22,0.6577,0.7609,266.26,0.0644,0.5764,0.428,0.542,moderate 372,Kenya,2025,remote,Finance,Junior,56.15,2114783,0.1602,1775992,0.2893,513765,42,0.6019,0.8431,401.04,0.0646,0.7877,0.7618,0.6687,high 373,Kenya,2018,capital,Finance,Junior,48.55,1935204,0.0978,1745923,0.6062,1058322,50,0.6738,0.7714,437.85,0.0679,0.8014,0.6658,0.7645,high 374,Mozambique,2018,capital,Infrastructure,Junior,28.12,250674,0.1437,214657,0.2549,54723,15,0.6104,0.704,113.23,0.0577,0.4149,0.2102,0.4834,low 375,Senegal,2019,capital,Finance,Mid_Level,15.76,309043,0.0925,280467,0.4701,131858,28,0.6048,0.773,251.41,0.0528,0.5726,0.4515,0.6328,moderate 376,Kenya,2021,capital,Education,Senior,51.68,1945230,0.0966,1757267,0.6431,1130117,50,0.6846,0.798,817.86,0.0827,0.8158,0.7503,0.7879,high 377,Mozambique,2020,capital,Education,Senior,29.66,333747,0.1785,274169,0.3192,87526,22,0.6454,0.6968,167.24,0.0662,0.399,0.2176,0.5064,moderate 378,Senegal,2019,rural,ICT,Junior,15.76,397164,0.1438,340034,0.3028,102969,25,0.6513,0.7582,221.07,0.0626,0.6173,0.3917,0.5669,moderate 379,Rwanda,2024,rural,Justice,Mid_Level,14.0,481916,0.0904,438363,0.4057,177822,56,0.7357,0.8693,567.79,0.0747,0.7768,0.6844,0.7453,high 380,South Africa,2025,capital,Education,Junior,62.5,3238174,0.0958,2927960,0.6698,1961059,64,0.7209,0.8323,362.01,0.0934,0.8846,0.6053,0.8273,high 381,Uganda,2018,rural,Social_Services,Junior,40.56,289962,0.2164,227226,0.268,60891,28,0.6006,0.7266,289.88,0.0658,0.6006,0.3457,0.5365,moderate 382,Tanzania,2020,rural,Security,Mid_Level,59.53,1177411,0.1683,979222,0.2772,271435,19,0.6397,0.7624,219.72,0.0497,0.6936,0.4398,0.5524,moderate 383,Kenya,2023,capital,Administration,Senior,53.87,1974636,0.0891,1798751,0.6997,1258578,65,0.7818,0.8358,688.68,0.0902,0.9495,0.5401,0.8395,high 384,Mozambique,2019,remote,Administration,Director,28.88,282590,0.3742,176851,0.1542,27274,16,0.504,0.7146,215.44,0.0623,0.4076,0.2145,0.4044,low 385,Ghana,2020,rural,Education,Senior,31.29,716284,0.1812,586479,0.3949,231629,30,0.5713,0.7919,281.85,0.0526,0.6413,0.4688,0.6082,moderate 386,Nigeria,2022,urban,ICT,Mid_Level,218.92,4291306,0.1519,3639312,0.4048,1473293,26,0.638,0.6811,277.27,0.0528,0.6274,0.3434,0.5775,moderate 387,Kenya,2022,rural,Education,Junior,52.76,1695114,0.142,1454352,0.387,562837,61,0.7063,0.7971,568.19,0.079,0.782,0.7696,0.7385,high 388,Uganda,2019,urban,Education,Mid_Level,41.86,363555,0.1517,308418,0.4039,124564,24,0.6766,0.7976,314.18,0.0624,0.6222,0.3909,0.594,moderate 389,DRC,2023,urban,Security,Junior,101.74,670898,0.2222,521836,0.2431,126841,9,0.4764,0.6905,142.95,0.0657,0.4439,0.1816,0.4439,low 390,Nigeria,2024,urban,Infrastructure,Junior,230.0,3918073,0.1622,3282596,0.4609,1512797,24,0.6732,0.7546,201.74,0.0635,0.5899,0.3302,0.5899,moderate 391,Ethiopia,2023,capital,Health,Mid_Level,122.93,1278282,0.2203,996694,0.3397,338596,11,0.547,0.5976,129.55,0.0495,0.442,0.1766,0.4589,low 392,Mozambique,2023,capital,Education,Mid_Level,32.13,328370,0.215,257784,0.2409,62090,12,0.5234,0.6326,147.64,0.0699,0.4345,0.1715,0.442,low 393,Ethiopia,2021,rural,Education,Mid_Level,117.0,1293323,0.2732,939943,0.2305,216648,12,0.6243,0.6248,85.69,0.0541,0.3515,0.2005,0.4182,low 394,Ethiopia,2018,rural,Administration,Junior,108.65,1174127,0.2822,842737,0.2258,190327,15,0.493,0.6548,117.7,0.0559,0.3444,0.2385,0.4299,low 395,Ethiopia,2019,capital,Health,Mid_Level,111.37,1313803,0.1764,1082093,0.3054,330464,16,0.5271,0.704,106.06,0.0528,0.4432,0.2248,0.4947,low 396,Senegal,2020,rural,Infrastructure,Junior,16.18,392237,0.1665,326948,0.3126,102210,35,0.6149,0.6752,319.27,0.0612,0.6692,0.416,0.5838,moderate 397,South Africa,2022,capital,ICT,Mid_Level,61.02,3399878,0.1045,3044672,0.6573,2001334,44,0.6456,0.7949,548.63,0.0921,0.8562,0.6065,0.7637,high 398,Tanzania,2023,capital,Administration,Junior,65.05,1030790,0.1072,920321,0.4935,454184,22,0.6166,0.6984,204.12,0.0691,0.5814,0.323,0.5968,moderate 399,Senegal,2022,remote,Education,Junior,17.07,429768,0.2024,342799,0.2759,94564,37,0.6865,0.7327,223.65,0.0652,0.6923,0.4721,0.5872,moderate 400,Nigeria,2022,urban,Infrastructure,Mid_Level,218.92,4282105,0.1758,3529133,0.4399,1552429,21,0.5962,0.77,312.29,0.0579,0.6645,0.396,0.5901,moderate 401,Botswana,2022,capital,Administration,Director,2.52,115204,0.0802,105967,0.6494,68815,71,0.7673,0.8855,910.34,0.0867,0.8518,0.6894,0.8568,high 402,Uganda,2023,capital,Finance,Senior,47.48,391877,0.139,337398,0.3833,129331,19,0.6005,0.7672,264.84,0.0626,0.6958,0.443,0.5875,moderate 403,South Africa,2018,urban,Finance,Junior,59.11,3058103,0.0992,2754844,0.5688,1567042,66,0.7096,0.8859,364.43,0.082,0.8804,0.7272,0.8261,high 404,Ethiopia,2024,urban,Security,Junior,126.0,1548472,0.1836,1264222,0.2804,354474,12,0.611,0.6428,126.54,0.0566,0.3653,0.1762,0.4548,low 405,Senegal,2025,rural,Health,Mid_Level,18.49,396752,0.1219,348391,0.3356,116931,25,0.5478,0.7794,213.57,0.0694,0.6806,0.4532,0.5962,moderate 406,Botswana,2022,rural,Education,Mid_Level,2.52,114108,0.1366,98521,0.449,44237,70,0.8395,0.8279,610.27,0.0759,0.8208,0.6719,0.7766,high 407,Mozambique,2021,capital,Health,Junior,30.47,329266,0.2073,261008,0.2846,74294,13,0.5577,0.6962,137.96,0.055,0.346,0.2321,0.4641,low 408,Senegal,2024,capital,Social_Services,Junior,18.0,344118,0.1112,305842,0.5046,154339,31,0.6996,0.8009,183.64,0.0628,0.7031,0.4081,0.6571,high 409,Ghana,2025,rural,Health,Junior,34.71,952789,0.2014,760914,0.3201,243597,28,0.6604,0.6847,185.28,0.0693,0.7086,0.4611,0.5694,moderate 410,DRC,2023,urban,Administration,Junior,101.74,569352,0.2909,403699,0.2261,91290,14,0.4986,0.7088,128.12,0.064,0.4384,0.1905,0.438,low 411,Nigeria,2023,rural,Justice,Senior,224.39,4730228,0.1737,3908673,0.2823,1103582,38,0.7437,0.8201,270.78,0.0572,0.7006,0.4405,0.6093,moderate 412,Nigeria,2018,rural,Health,Mid_Level,198.33,3656799,0.1725,3026127,0.2727,825194,37,0.6956,0.8148,245.5,0.0579,0.6224,0.4186,0.5939,moderate 413,Ethiopia,2020,rural,Social_Services,Senior,114.15,1264104,0.2972,888440,0.1907,169463,10,0.5737,0.6564,204.18,0.0501,0.448,0.2395,0.4156,low 414,Nigeria,2021,remote,Education,Mid_Level,213.58,4757522,0.2955,3351484,0.2559,857599,29,0.6751,0.7786,194.87,0.0507,0.703,0.4201,0.5417,moderate 415,Ethiopia,2022,remote,Security,Junior,119.93,1401984,0.383,865064,0.1682,145487,15,0.5615,0.6795,134.78,0.0679,0.3388,0.2204,0.3916,low 416,DRC,2022,capital,Security,Mid_Level,98.59,595728,0.2503,446602,0.22,98242,9,0.512,0.6383,134.11,0.0683,0.4158,0.1739,0.4196,low 417,Uganda,2020,capital,Security,Junior,43.2,348226,0.1876,282894,0.41,115986,19,0.5471,0.773,257.42,0.0503,0.7229,0.402,0.5815,moderate 418,Mozambique,2021,capital,Education,Junior,30.47,283697,0.184,231487,0.2776,64265,22,0.6659,0.6135,91.21,0.0668,0.4479,0.2291,0.4881,low 419,Kenya,2018,capital,Health,Senior,48.55,1740825,0.0845,1593793,0.6342,1010772,44,0.6966,0.7702,815.71,0.0875,0.95,0.6064,0.7686,high 420,Tanzania,2024,rural,Health,Junior,67.0,1255605,0.1692,1043114,0.258,269075,21,0.5254,0.7467,266.11,0.0522,0.6914,0.365,0.5423,moderate 421,Nigeria,2020,capital,Justice,Director,208.37,4157996,0.1144,3682513,0.4344,1599624,23,0.6529,0.6877,799.93,0.0621,0.6535,0.4556,0.6016,moderate 422,Rwanda,2018,rural,Health,Senior,12.14,367480,0.0831,336940,0.4805,161889,53,0.6348,0.9006,734.19,0.0922,0.947,0.6821,0.7798,high 423,Rwanda,2020,capital,ICT,Junior,12.73,385312,0.0611,361774,0.6088,220262,79,0.8889,0.8971,610.64,0.0734,0.9007,0.5224,0.8613,high 424,Kenya,2023,urban,Agriculture,Junior,53.87,2066065,0.1065,1846043,0.6368,1175506,38,0.7483,0.8071,442.83,0.072,0.8465,0.6637,0.7497,high 425,South Africa,2019,urban,Security,Senior,59.58,3340240,0.1242,2925328,0.5755,1683508,71,0.6752,0.8099,550.68,0.0854,0.8741,0.6895,0.8182,high 426,Mozambique,2020,rural,Finance,Junior,29.66,290432,0.284,207958,0.1898,39467,13,0.5798,0.6252,85.04,0.0517,0.3897,0.1848,0.4102,low 427,Botswana,2023,capital,Justice,Junior,2.56,119450,0.0878,108964,0.7231,78790,49,0.7034,0.9342,640.7,0.0711,0.95,0.6097,0.8274,high 428,Mozambique,2019,rural,Infrastructure,Mid_Level,28.88,317212,0.2512,237520,0.1966,46692,16,0.4866,0.6341,152.4,0.0596,0.3442,0.215,0.4274,low 429,Senegal,2025,remote,Agriculture,Junior,18.49,416535,0.2129,327861,0.2766,90702,39,0.6472,0.6928,260.38,0.0518,0.5644,0.3998,0.5638,moderate 430,Ethiopia,2023,remote,Justice,Senior,122.93,1590211,0.3974,958299,0.1331,127525,16,0.4998,0.5926,142.89,0.0678,0.4185,0.2359,0.3783,low 431,Uganda,2025,remote,Health,Senior,50.57,445642,0.3618,284427,0.1746,49667,17,0.6402,0.7011,345.44,0.0589,0.5768,0.3233,0.4409,low 432,Mozambique,2025,remote,Administration,Junior,33.89,310451,0.326,209232,0.1384,28964,12,0.5939,0.7146,122.07,0.0573,0.3775,0.1677,0.3948,low 433,Ghana,2020,urban,Finance,Mid_Level,31.29,864108,0.1122,767196,0.4296,329571,27,0.5413,0.7606,296.23,0.0693,0.6763,0.3845,0.617,moderate 434,Ghana,2019,urban,Education,Senior,30.64,763056,0.1122,677440,0.4688,317576,29,0.6934,0.6826,265.39,0.0524,0.7106,0.4038,0.6255,moderate 435,Senegal,2023,urban,Health,Senior,17.53,349948,0.0922,317675,0.4676,148538,24,0.5237,0.7951,373.11,0.0538,0.6205,0.4367,0.6288,moderate 436,Senegal,2018,capital,Agriculture,Mid_Level,15.34,385335,0.0957,348442,0.4341,151246,33,0.6582,0.6959,257.93,0.0527,0.7172,0.4536,0.6386,moderate 437,Senegal,2021,remote,ICT,Junior,16.62,351072,0.1966,282056,0.2185,61632,30,0.5756,0.8178,236.74,0.0663,0.6279,0.3411,0.5501,moderate 438,Rwanda,2024,capital,Health,Junior,14.0,443549,0.0629,415629,0.57,236889,66,0.7055,0.7659,510.44,0.0677,0.852,0.6867,0.8105,high 439,Ghana,2023,urban,Education,Junior,33.3,946627,0.1104,842117,0.4529,381419,36,0.584,0.6985,189.38,0.0634,0.6719,0.424,0.64,moderate 440,Tanzania,2024,urban,Administration,Mid_Level,67.0,1316243,0.1509,1117687,0.3834,428518,23,0.5782,0.6896,242.69,0.049,0.5533,0.469,0.5713,moderate 441,Kenya,2023,urban,Education,Mid_Level,53.87,2106890,0.1003,1895653,0.5896,1117650,51,0.6714,0.8838,644.29,0.0776,0.8806,0.6313,0.7836,high 442,DRC,2021,remote,Security,Junior,95.53,551097,0.4084,326043,0.1007,32845,12,0.5992,0.6709,98.29,0.0655,0.4157,0.181,0.3634,low 443,Senegal,2022,rural,Social_Services,Junior,17.07,341079,0.1504,289797,0.2873,83255,31,0.678,0.6973,243.99,0.0718,0.6512,0.3997,0.5714,moderate 444,Ghana,2022,capital,Health,Mid_Level,32.62,789896,0.1026,708862,0.4692,332627,45,0.5846,0.7875,232.3,0.0624,0.6008,0.3449,0.6669,high 445,Ethiopia,2022,rural,Education,Junior,119.93,1415248,0.2606,1046435,0.2121,221906,11,0.5456,0.5997,118.96,0.0555,0.3844,0.1947,0.4132,low 446,Uganda,2025,urban,Social_Services,Junior,50.57,386592,0.1569,325944,0.349,113754,24,0.6565,0.7599,271.01,0.0523,0.5598,0.4467,0.5727,moderate 447,Kenya,2019,capital,Administration,Director,49.57,1795522,0.0799,1652019,0.6864,1133916,43,0.6578,0.8257,1559.52,0.0934,0.95,0.5488,0.7828,high 448,Botswana,2021,capital,Administration,Junior,2.49,96928,0.0848,88707,0.7383,65492,81,0.7188,0.9012,361.2,0.0649,0.8994,0.5775,0.8987,high 449,Ethiopia,2022,capital,Health,Mid_Level,119.93,1314009,0.2083,1040349,0.3354,348925,11,0.588,0.6199,112.05,0.0501,0.4296,0.2049,0.4657,low 450,DRC,2022,remote,Education,Senior,98.59,630521,0.492,320309,0.1313,42061,15,0.4981,0.6885,212.89,0.0635,0.3641,0.2372,0.3607,low 451,DRC,2019,rural,Infrastructure,Junior,89.7,574127,0.2807,412944,0.165,68151,14,0.5309,0.6772,95.29,0.0683,0.4429,0.1722,0.4192,low 452,Kenya,2023,urban,Infrastructure,Mid_Level,53.87,1879037,0.0983,1694342,0.5258,890923,48,0.7678,0.7837,529.27,0.0699,0.95,0.6706,0.7565,high 453,Ghana,2021,capital,Finance,Director,31.94,800829,0.1106,712230,0.5863,417608,34,0.6222,0.7255,494.09,0.0651,0.7227,0.4649,0.6815,high 454,Kenya,2025,urban,Education,Mid_Level,56.15,2233531,0.1031,2003293,0.5711,1144112,58,0.7918,0.9213,578.96,0.0779,0.8482,0.65,0.8,high 455,Tanzania,2020,remote,Infrastructure,Mid_Level,59.53,1022717,0.2439,773295,0.2197,169903,20,0.6442,0.7289,239.89,0.0529,0.6604,0.4323,0.5126,moderate 456,Uganda,2025,capital,ICT,Mid_Level,50.57,378365,0.1481,322313,0.3661,118012,27,0.5699,0.7444,280.86,0.0689,0.6809,0.4405,0.5958,moderate 457,Ethiopia,2019,remote,Education,Junior,111.37,1527321,0.3236,1033017,0.139,143584,16,0.5334,0.6023,127.28,0.0662,0.4243,0.1724,0.3939,low 458,South Africa,2022,rural,Health,Junior,61.02,2751280,0.1612,2307848,0.4251,981143,68,0.879,0.8005,544.73,0.0708,0.7784,0.7172,0.7556,high 459,Rwanda,2021,remote,Infrastructure,Junior,13.04,385261,0.111,342487,0.3648,124923,83,0.7924,0.8547,550.84,0.0891,0.7954,0.5259,0.7813,high 460,Ghana,2018,urban,Finance,Junior,30.01,730351,0.1231,640475,0.4418,282964,46,0.7043,0.7333,251.04,0.0555,0.7191,0.412,0.6678,high 461,Senegal,2021,remote,Social_Services,Senior,16.62,335487,0.1628,280877,0.2638,74105,32,0.6626,0.7891,328.95,0.0548,0.6482,0.3638,0.5748,moderate 462,Ghana,2023,rural,Finance,Mid_Level,33.3,835123,0.1823,682875,0.334,228057,42,0.7111,0.715,258.4,0.0685,0.6012,0.4378,0.6041,moderate 463,Ethiopia,2025,remote,Finance,Mid_Level,129.15,1778443,0.3776,1106973,0.138,152743,10,0.587,0.6401,101.77,0.0563,0.4201,0.1972,0.3728,low 464,Botswana,2024,rural,ICT,Senior,2.6,108384,0.1251,94827,0.4274,40528,87,0.7872,0.878,907.12,0.0691,0.95,0.5232,0.8221,high 465,Ethiopia,2021,rural,Education,Mid_Level,117.0,1578779,0.2737,1146739,0.2129,244193,18,0.6188,0.5903,151.88,0.0491,0.4004,0.206,0.429,low 466,DRC,2024,capital,Health,Senior,105.0,563756,0.2213,439018,0.2503,109869,13,0.5041,0.6245,230.65,0.0588,0.3367,0.1776,0.4349,low 467,Kenya,2020,remote,Education,Junior,50.61,1778312,0.1313,1544878,0.2909,449331,68,0.8194,0.7736,484.61,0.0695,0.8071,0.6726,0.7239,high 468,South Africa,2022,rural,Administration,Junior,61.02,3644441,0.1607,3058602,0.4341,1327862,72,0.6782,0.8601,566.49,0.073,0.95,0.5825,0.7806,high 469,Kenya,2024,capital,Health,Junior,55.0,2129467,0.0721,1976021,0.6943,1371915,43,0.6624,0.825,385.44,0.0942,0.8931,0.6995,0.7961,high 470,Senegal,2022,urban,Agriculture,Senior,17.07,397901,0.1149,352192,0.4775,168182,35,0.6272,0.7687,362.3,0.0662,0.7414,0.4736,0.665,high 471,Tanzania,2024,rural,Justice,Junior,67.0,1198408,0.1669,998441,0.2478,247438,34,0.7054,0.7521,213.12,0.0646,0.6373,0.4485,0.5766,moderate 472,Botswana,2025,urban,Education,Junior,2.64,104267,0.0845,95460,0.587,56037,51,0.6558,0.7922,569.65,0.0674,0.95,0.5775,0.7747,high 473,Rwanda,2018,capital,Security,Junior,12.14,365330,0.0568,344593,0.7506,258647,58,0.7127,0.9098,423.47,0.0725,0.95,0.5911,0.859,high 474,Nigeria,2018,urban,Health,Director,198.33,4135319,0.1627,3462378,0.3906,1352386,33,0.6656,0.6841,767.82,0.0619,0.707,0.3621,0.599,moderate 475,Uganda,2018,rural,Social_Services,Junior,40.56,278127,0.2841,199116,0.2371,47205,20,0.6023,0.69,185.8,0.0486,0.7312,0.3698,0.5019,moderate 476,Senegal,2023,remote,Security,Mid_Level,17.53,388009,0.1797,318285,0.2571,81822,42,0.7257,0.7386,224.87,0.0692,0.579,0.4559,0.5886,moderate 477,Botswana,2020,rural,Social_Services,Mid_Level,2.45,100059,0.1338,86669,0.4794,41545,60,0.7422,0.839,554.92,0.0684,0.8924,0.7518,0.7767,high 478,Ethiopia,2018,rural,Security,Senior,108.65,1340476,0.3322,895224,0.1907,170715,13,0.6252,0.7002,186.26,0.0594,0.3843,0.1647,0.4071,low 479,Nigeria,2025,rural,Finance,Junior,235.75,4492811,0.1783,3691538,0.3328,1228394,31,0.5742,0.7685,321.88,0.0509,0.6419,0.3991,0.5855,moderate 480,Uganda,2019,urban,Agriculture,Junior,41.86,300191,0.2159,235367,0.3373,79382,24,0.6187,0.8009,285.98,0.0682,0.6744,0.3919,0.5671,moderate 481,Mozambique,2021,urban,Finance,Junior,30.47,297701,0.1927,240338,0.2215,53225,15,0.6023,0.6601,142.04,0.061,0.4314,0.2237,0.4592,low 482,Uganda,2018,remote,Health,Mid_Level,40.56,352970,0.2938,249260,0.2008,50043,20,0.5035,0.6763,189.23,0.0504,0.6716,0.4041,0.4858,low 483,DRC,2021,rural,Health,Junior,95.53,620893,0.3911,378061,0.1531,57886,8,0.5797,0.7001,113.78,0.0538,0.3366,0.2073,0.3699,low 484,Ethiopia,2025,rural,Education,Mid_Level,129.15,1704191,0.2912,1208002,0.228,275366,14,0.5307,0.6608,117.46,0.0715,0.3919,0.1908,0.4266,low 485,DRC,2021,rural,Education,Mid_Level,95.53,552672,0.3204,375579,0.1615,60646,8,0.5568,0.6506,116.62,0.0653,0.4202,0.2277,0.3926,low 486,Tanzania,2020,urban,Security,Mid_Level,59.53,1113883,0.1417,956070,0.4332,414127,21,0.5938,0.6987,236.09,0.0639,0.6486,0.3807,0.5831,moderate 487,South Africa,2025,rural,Infrastructure,Director,62.5,3237130,0.178,2660951,0.4214,1121266,52,0.6736,0.783,1251.35,0.0702,0.9466,0.5694,0.7099,high 488,Kenya,2018,remote,Security,Director,48.55,1694169,0.1281,1477138,0.319,471149,54,0.6118,0.9114,1339.98,0.0878,0.9083,0.6808,0.7283,high 489,Kenya,2020,remote,Finance,Junior,50.61,1535443,0.1661,1280438,0.3572,457429,64,0.8018,0.9334,566.85,0.0749,0.9376,0.5407,0.7456,high 490,Ethiopia,2019,urban,Education,Director,111.37,1535080,0.2091,1214069,0.304,369018,14,0.4959,0.6288,252.01,0.0559,0.3567,0.169,0.4556,low 491,Ghana,2019,remote,Health,Junior,30.64,772647,0.1978,619833,0.2744,170108,27,0.6351,0.7595,277.14,0.0616,0.6379,0.376,0.552,moderate 492,Kenya,2019,urban,Health,Junior,49.57,1827593,0.0797,1681916,0.497,835899,57,0.7057,0.9013,631.19,0.0946,0.8897,0.5887,0.7799,high 493,DRC,2022,rural,Security,Junior,98.59,514119,0.297,361412,0.1398,50535,9,0.6045,0.5868,127.33,0.0707,0.3736,0.2022,0.3788,low 494,Senegal,2023,urban,Finance,Senior,17.53,413971,0.1274,361234,0.5245,189467,30,0.666,0.7654,412.49,0.0658,0.6987,0.4617,0.6551,high 495,Botswana,2020,rural,Education,Mid_Level,2.45,118542,0.1313,102978,0.4872,50174,67,0.7297,0.7937,428.16,0.0932,0.8578,0.7734,0.7887,high 496,Senegal,2019,rural,Agriculture,Mid_Level,15.76,361580,0.1637,302387,0.3733,112877,34,0.5535,0.7156,281.23,0.0599,0.6595,0.4155,0.6022,moderate 497,Botswana,2021,rural,Security,Mid_Level,2.49,119116,0.136,102920,0.5135,52847,86,0.7476,0.8724,565.08,0.0793,0.8522,0.663,0.8418,high 498,Kenya,2020,remote,Education,Junior,50.61,1812041,0.1509,1538517,0.2742,421824,54,0.7241,0.7944,529.29,0.0822,0.95,0.614,0.6914,high 499,Senegal,2019,remote,Agriculture,Junior,15.76,379960,0.1661,316858,0.271,85874,37,0.7391,0.8198,216.16,0.0664,0.6143,0.4207,0.5952,moderate 500,Nigeria,2022,capital,Health,Junior,218.92,3889646,0.1264,3397883,0.5251,1784352,30,0.6752,0.8007,285.24,0.0574,0.721,0.4387,0.6608,high 501,Tanzania,2023,remote,Agriculture,Mid_Level,65.05,1307923,0.2268,1011296,0.2388,241511,19,0.4898,0.7542,186.04,0.0714,0.5536,0.4349,0.5125,moderate 502,Senegal,2019,remote,Education,Junior,15.76,297420,0.193,240007,0.286,68652,42,0.6354,0.7474,190.07,0.0605,0.6694,0.3602,0.5933,moderate 503,Ethiopia,2022,remote,Health,Junior,119.93,1313903,0.3122,903687,0.1404,126853,16,0.4968,0.681,147.87,0.0702,0.4087,0.1758,0.4076,low 504,Tanzania,2018,capital,ICT,Director,56.11,974227,0.1146,862565,0.4381,377899,23,0.6772,0.7082,575.93,0.0583,0.5769,0.3813,0.5904,moderate 505,Ghana,2024,capital,Agriculture,Junior,34.0,765986,0.0902,696930,0.5089,354649,27,0.5855,0.7965,282.95,0.0707,0.6358,0.4332,0.6486,moderate 506,Kenya,2023,capital,Education,Mid_Level,53.87,2053202,0.0827,1883367,0.573,1079231,68,0.683,0.9275,592.71,0.0908,0.95,0.5741,0.8341,high 507,Botswana,2023,rural,Justice,Junior,2.56,104243,0.1095,92826,0.4962,46058,70,0.8588,0.8957,552.85,0.0724,0.9042,0.6072,0.8072,high 508,South Africa,2019,capital,Education,Junior,59.58,3225769,0.0878,2942638,0.6537,1923518,43,0.7005,0.8616,451.24,0.0687,0.95,0.6719,0.7904,high 509,Senegal,2023,urban,Social_Services,Senior,17.53,372021,0.122,326627,0.4205,137352,36,0.6245,0.676,477.49,0.0688,0.6092,0.4796,0.6249,moderate 510,Mozambique,2020,rural,Social_Services,Junior,29.66,292240,0.2866,208482,0.1664,34701,17,0.5355,0.673,93.79,0.0536,0.4147,0.1725,0.4221,low 511,Ethiopia,2021,rural,Justice,Junior,117.0,1552307,0.3203,1055042,0.198,208868,17,0.6069,0.6631,124.21,0.0656,0.4484,0.2063,0.4268,low 512,Mozambique,2024,rural,Social_Services,Director,33.0,299615,0.2328,229855,0.192,44143,17,0.5801,0.6887,377.71,0.058,0.4155,0.1757,0.4447,low 513,Uganda,2022,capital,Infrastructure,Mid_Level,46.01,394064,0.178,323902,0.3734,120955,15,0.4954,0.821,313.35,0.0558,0.603,0.3898,0.5588,moderate 514,Tanzania,2023,urban,Health,Junior,65.05,1086777,0.1289,946697,0.3599,340729,29,0.6209,0.7156,258.08,0.0598,0.7077,0.473,0.6057,moderate 515,Ethiopia,2019,remote,Security,Mid_Level,111.37,1285992,0.3446,842897,0.1329,111990,19,0.5944,0.6373,123.15,0.049,0.3518,0.2099,0.3963,low 516,Rwanda,2022,rural,Security,Mid_Level,13.35,438426,0.0834,401864,0.4618,185586,84,0.7796,0.7983,414.16,0.0703,0.9165,0.5553,0.8215,high 517,Rwanda,2023,capital,Health,Junior,13.67,372240,0.0803,342336,0.6165,211042,62,0.68,0.8286,531.75,0.089,0.873,0.6828,0.8189,high 518,DRC,2021,remote,Agriculture,Junior,95.53,608202,0.4738,320053,0.1158,37057,15,0.6237,0.6106,140.65,0.0624,0.3941,0.2011,0.3491,critical 519,Ghana,2024,rural,Infrastructure,Junior,34.0,836817,0.1954,673285,0.3871,260643,27,0.678,0.799,257.0,0.0485,0.6622,0.3287,0.5844,moderate 520,Botswana,2020,urban,Administration,Junior,2.45,122141,0.103,109565,0.5878,64399,56,0.7696,0.8937,467.73,0.085,0.9406,0.7123,0.8105,high 521,Kenya,2023,capital,Health,Junior,53.87,2130026,0.0979,1921507,0.6797,1306001,40,0.6747,0.7968,460.52,0.0725,0.95,0.5576,0.7657,high 522,Rwanda,2023,remote,Security,Junior,13.67,460340,0.1332,399017,0.3233,129004,82,0.9222,0.8461,509.4,0.0785,0.7933,0.7246,0.7812,high 523,DRC,2019,urban,Education,Junior,89.7,522456,0.2639,384582,0.2024,77825,9,0.5954,0.7112,117.02,0.0558,0.3371,0.1629,0.4138,low 524,Uganda,2021,remote,Security,Junior,44.58,406733,0.306,282263,0.1819,51355,21,0.5335,0.8078,229.18,0.0638,0.6284,0.4643,0.5019,moderate 525,Nigeria,2023,urban,Health,Director,224.39,4550836,0.144,3895705,0.4776,1860741,21,0.5514,0.7555,564.93,0.0594,0.604,0.3408,0.5937,moderate 526,South Africa,2018,capital,ICT,Mid_Level,59.11,3122220,0.1015,2805387,0.7459,2092519,47,0.6418,0.8765,493.72,0.0886,0.95,0.7341,0.8285,high 527,Uganda,2019,capital,Health,Senior,41.86,376453,0.1966,302446,0.3664,110813,27,0.6146,0.7984,385.88,0.0515,0.5679,0.4732,0.5838,moderate 528,Uganda,2021,urban,Education,Junior,44.58,404266,0.1559,341224,0.3166,108046,26,0.613,0.6943,180.17,0.0534,0.6034,0.3223,0.5519,moderate 529,Kenya,2019,rural,Social_Services,Senior,49.57,1677710,0.1169,1481588,0.4784,708765,60,0.7483,0.8083,669.59,0.0805,0.9215,0.5236,0.7561,high 530,South Africa,2025,urban,Agriculture,Junior,62.5,3575602,0.1311,3106982,0.5653,1756517,63,0.7877,0.907,411.83,0.0921,0.8995,0.5451,0.7966,high 531,Kenya,2018,capital,Education,Mid_Level,48.55,1826137,0.0735,1691963,0.7162,1211825,41,0.6838,0.9229,599.75,0.0847,0.95,0.5549,0.8021,high 532,Mozambique,2018,urban,Health,Junior,28.12,257940,0.2352,197279,0.2867,56569,21,0.6215,0.605,87.48,0.0637,0.4066,0.1896,0.4658,low 533,Ethiopia,2021,rural,Education,Junior,117.0,1369666,0.3061,950364,0.2364,224707,15,0.5988,0.6899,92.17,0.0637,0.3879,0.2058,0.4329,low 534,Senegal,2018,remote,ICT,Junior,15.34,308419,0.1648,257584,0.2707,69718,34,0.5744,0.7971,228.02,0.0591,0.628,0.4034,0.5842,moderate 535,South Africa,2021,capital,Finance,Director,60.54,3211166,0.1241,2812591,0.7126,2004130,69,0.7279,0.8994,1073.24,0.0646,0.8174,0.5256,0.8388,high 536,Nigeria,2025,remote,Justice,Junior,235.75,5279308,0.2881,3758357,0.2222,835195,30,0.6501,0.6786,250.23,0.0656,0.5892,0.391,0.5083,moderate 537,Botswana,2022,rural,ICT,Senior,2.52,117707,0.1215,103401,0.5147,53215,69,0.6734,0.8837,847.35,0.0804,0.95,0.6948,0.8178,high 538,Mozambique,2020,capital,Health,Junior,29.66,293269,0.1553,247718,0.2546,63076,15,0.6071,0.6853,111.57,0.0521,0.3445,0.167,0.4663,low 539,Nigeria,2021,capital,Education,Director,213.58,4281174,0.1581,3604456,0.4159,1499269,25,0.6804,0.7325,680.65,0.0714,0.6599,0.3689,0.5897,moderate 540,Uganda,2022,capital,Health,Junior,46.01,410491,0.1795,336803,0.3664,123406,18,0.6034,0.8129,219.87,0.0557,0.7191,0.4629,0.5819,moderate 541,Mozambique,2025,urban,Health,Junior,33.89,318144,0.2326,244158,0.2216,54110,19,0.6462,0.712,130.81,0.0708,0.3404,0.1887,0.4545,low 542,South Africa,2018,remote,Administration,Junior,59.11,2679747,0.1889,2173585,0.3256,707662,72,0.7077,0.8994,516.34,0.0761,0.8133,0.7794,0.7584,high 543,Senegal,2022,urban,Education,Director,17.07,411629,0.1275,359139,0.4736,170070,40,0.6203,0.7806,589.17,0.0624,0.7471,0.4775,0.6761,high 544,South Africa,2022,urban,Administration,Executive,61.02,3504357,0.0989,3157842,0.6093,1923948,74,0.8601,0.8912,2201.51,0.0773,0.8836,0.7303,0.8577,high 545,Tanzania,2020,rural,Security,Senior,59.53,1013616,0.2027,808175,0.2568,207557,21,0.5695,0.6833,475.73,0.0696,0.562,0.4541,0.5201,moderate 546,Uganda,2022,rural,Administration,Mid_Level,46.01,325701,0.2019,259955,0.2598,67525,28,0.6253,0.7309,179.64,0.07,0.6163,0.4328,0.549,moderate 547,Senegal,2023,urban,Health,Junior,17.53,364435,0.1225,319797,0.5015,160378,27,0.6131,0.6811,207.14,0.0663,0.7072,0.4442,0.6296,moderate 548,Nigeria,2019,rural,Finance,Executive,203.29,4253651,0.2466,3204883,0.2788,893536,29,0.6662,0.7302,1079.51,0.0603,0.7459,0.3478,0.5495,moderate 549,DRC,2025,urban,Finance,Mid_Level,108.36,604395,0.2987,423840,0.241,102136,15,0.6435,0.6721,116.52,0.0684,0.3343,0.2268,0.43,low 550,Senegal,2021,rural,Education,Junior,16.62,314222,0.1466,268159,0.3237,86789,27,0.5619,0.7626,222.67,0.0679,0.5742,0.4124,0.5748,moderate 551,Botswana,2019,urban,Infrastructure,Mid_Level,2.41,106241,0.0885,96835,0.6207,60105,66,0.7349,0.8782,480.45,0.0889,0.8898,0.5813,0.8269,high 552,Nigeria,2020,capital,Infrastructure,Senior,208.37,4503819,0.1365,3888974,0.4253,1654117,36,0.5584,0.7349,455.24,0.0574,0.5755,0.3626,0.6162,moderate 553,Botswana,2022,capital,Security,Junior,2.52,107925,0.0703,100340,0.8,80272,63,0.8058,0.8399,377.56,0.0781,0.9121,0.639,0.871,high 554,Ethiopia,2024,remote,Justice,Mid_Level,126.0,1530801,0.3888,935689,0.1461,136676,17,0.6288,0.6197,149.0,0.0684,0.3812,0.2327,0.3862,low 555,Ethiopia,2018,capital,Education,Mid_Level,108.65,1245686,0.2307,958358,0.289,277004,13,0.5743,0.5855,136.38,0.0571,0.4459,0.2153,0.451,low 556,Uganda,2018,capital,Health,Director,40.56,342412,0.1631,286552,0.355,101713,27,0.5536,0.781,723.75,0.0551,0.651,0.3557,0.5833,moderate 557,Ghana,2021,remote,Security,Senior,31.94,808349,0.1881,656315,0.2904,190616,37,0.5852,0.7369,405.34,0.0656,0.5999,0.4602,0.5846,moderate 558,South Africa,2021,capital,Education,Senior,60.54,3068012,0.1057,2743743,0.6436,1765943,66,0.8284,0.8227,950.29,0.065,0.8098,0.6731,0.8212,high 559,Senegal,2023,urban,Infrastructure,Junior,17.53,391845,0.1206,344577,0.5225,180043,32,0.6559,0.7617,222.63,0.0541,0.7451,0.3531,0.6545,high 560,Botswana,2024,capital,Social_Services,Junior,2.6,133397,0.0842,122160,0.6567,80225,75,0.8249,0.8224,428.22,0.087,0.95,0.6051,0.8595,high 561,Botswana,2025,capital,Health,Mid_Level,2.64,104756,0.0714,97276,0.7504,72997,58,0.6694,0.8845,514.1,0.0909,0.9322,0.6457,0.8552,high 562,South Africa,2020,rural,Education,Junior,60.06,3509092,0.175,2895008,0.4838,1400742,43,0.5969,0.85,573.9,0.0789,0.7782,0.5679,0.6968,high 563,Mozambique,2022,rural,Health,Junior,31.29,290472,0.224,225401,0.1896,42726,13,0.5765,0.686,153.88,0.0708,0.3635,0.1624,0.4294,low 564,Kenya,2020,rural,Health,Junior,50.61,1664114,0.1119,1477974,0.4417,652858,57,0.7358,0.9198,380.94,0.0688,0.8782,0.6905,0.7698,high 565,Uganda,2022,capital,ICT,Junior,46.01,352494,0.1763,290346,0.4421,128357,24,0.6773,0.7031,267.82,0.0679,0.6518,0.3779,0.5849,moderate 566,Botswana,2025,capital,Finance,Senior,2.64,133022,0.0935,120589,0.8,96471,49,0.7857,0.8378,818.23,0.0766,0.95,0.6697,0.8368,high 567,South Africa,2024,capital,Education,Junior,62.0,2797784,0.1146,2477136,0.659,1632553,62,0.6515,0.794,536.86,0.0738,0.8321,0.5795,0.8014,high 568,South Africa,2019,urban,Health,Junior,59.58,3335641,0.1204,2934181,0.6623,1943249,51,0.7954,0.8354,436.09,0.0929,0.95,0.6796,0.8012,high 569,Ghana,2025,capital,Social_Services,Mid_Level,34.71,831398,0.1011,747356,0.4813,359677,47,0.6141,0.7139,278.67,0.065,0.5838,0.4503,0.673,high 570,Senegal,2022,rural,Health,Junior,17.07,390881,0.13,340053,0.3353,114016,23,0.6417,0.8099,300.83,0.071,0.7286,0.391,0.5923,moderate 571,Senegal,2021,remote,Administration,Executive,16.62,395008,0.1665,329250,0.2829,93150,41,0.6971,0.8036,1036.71,0.0707,0.5708,0.4582,0.6051,moderate 572,Rwanda,2018,urban,Health,Mid_Level,12.14,335029,0.0893,305120,0.6113,186516,92,0.8102,0.7694,582.7,0.0865,0.9224,0.732,0.8914,high 573,Tanzania,2024,rural,ICT,Mid_Level,67.0,1269993,0.1746,1048307,0.2477,259683,22,0.6346,0.7815,224.65,0.063,0.5906,0.3622,0.5358,moderate 574,Ghana,2025,urban,Education,Mid_Level,34.71,838434,0.1376,723092,0.5699,412080,39,0.6739,0.7297,259.69,0.0557,0.5527,0.4586,0.6662,high 575,DRC,2021,rural,Health,Senior,95.53,516505,0.324,349163,0.1719,60029,11,0.6144,0.6122,203.25,0.0715,0.3958,0.2154,0.3924,low 576,Mozambique,2021,rural,Administration,Mid_Level,30.47,344492,0.2783,248608,0.1915,47616,15,0.5952,0.6997,130.53,0.0536,0.3952,0.2205,0.4323,low 577,Uganda,2025,capital,Health,Junior,50.57,359106,0.2003,287182,0.3811,109457,22,0.5399,0.7424,322.7,0.0597,0.5542,0.3588,0.5529,moderate 578,Rwanda,2025,remote,Education,Mid_Level,14.34,375491,0.1299,326713,0.2908,95019,89,0.95,0.7944,488.81,0.0673,0.8661,0.5369,0.7722,high 579,Kenya,2020,remote,Health,Senior,50.61,1546889,0.1593,1300428,0.3075,399905,66,0.695,0.7955,861.92,0.0872,0.95,0.5268,0.7191,high 580,DRC,2020,remote,Agriculture,Mid_Level,92.57,521414,0.3797,323428,0.1327,42910,13,0.4902,0.7069,125.93,0.056,0.378,0.218,0.3864,low 581,Tanzania,2021,rural,Security,Junior,61.31,1250748,0.1742,1032907,0.2842,293507,30,0.6402,0.741,272.46,0.0697,0.7086,0.4519,0.5797,moderate 582,DRC,2020,urban,Infrastructure,Junior,92.57,600374,0.2342,459763,0.2005,92187,10,0.5049,0.6289,127.55,0.062,0.3614,0.1765,0.4147,low 583,Kenya,2024,capital,Infrastructure,Mid_Level,55.0,1967814,0.097,1777018,0.6472,1150080,67,0.8536,0.8015,422.35,0.075,0.8804,0.6638,0.8297,high 584,Nigeria,2019,capital,Education,Mid_Level,203.29,4295190,0.1667,3579342,0.4262,1525584,28,0.6973,0.7785,263.84,0.061,0.5672,0.4629,0.6047,moderate 585,Senegal,2023,rural,Infrastructure,Junior,17.53,357209,0.1666,297683,0.3338,99353,23,0.5741,0.8143,231.08,0.0579,0.6742,0.4483,0.5837,moderate 586,Nigeria,2023,remote,Health,Director,224.39,5031621,0.2645,3700703,0.2428,898371,24,0.5867,0.7054,445.74,0.0715,0.603,0.4149,0.5122,moderate 587,Mozambique,2020,urban,Education,Junior,29.66,308869,0.2388,235120,0.2519,59224,23,0.6218,0.6639,101.07,0.0495,0.4312,0.2059,0.4741,low 588,Kenya,2021,rural,Education,Senior,51.68,1715299,0.1472,1462785,0.387,566159,41,0.7035,0.7927,952.21,0.085,0.8365,0.5743,0.6724,high 589,Ethiopia,2025,rural,Administration,Junior,129.15,1747581,0.2964,1229671,0.2185,268694,13,0.479,0.7095,155.61,0.0567,0.4419,0.1734,0.431,low 590,Uganda,2019,capital,Education,Junior,41.86,324295,0.1437,277693,0.417,115790,27,0.6423,0.7051,290.03,0.054,0.7006,0.4108,0.6027,moderate 591,Rwanda,2020,capital,Social_Services,Director,12.73,401001,0.0797,369046,0.7405,273289,61,0.7956,0.8244,1240.64,0.069,0.95,0.7088,0.8572,high 592,Mozambique,2020,urban,Finance,Mid_Level,29.66,334525,0.1872,271901,0.2553,69409,19,0.5576,0.6505,91.61,0.052,0.3784,0.2332,0.4733,low 593,South Africa,2020,capital,Justice,Director,60.06,3143886,0.0855,2875127,0.7416,2132263,56,0.7617,0.8122,876.81,0.075,0.95,0.6222,0.8331,high 594,Botswana,2019,urban,Justice,Junior,2.41,114854,0.0941,104045,0.6598,68647,86,0.9439,0.8187,359.33,0.0739,0.8294,0.6623,0.8784,high 595,Tanzania,2025,remote,Education,Junior,69.01,1069470,0.2351,818058,0.1898,155260,34,0.706,0.7071,279.91,0.0616,0.7088,0.3961,0.5402,moderate 596,Ghana,2019,rural,Health,Mid_Level,30.64,700078,0.1804,573764,0.3998,229403,28,0.5937,0.785,199.56,0.0616,0.6835,0.3768,0.5986,moderate 597,Rwanda,2024,urban,Security,Junior,14.0,359918,0.062,337597,0.6734,227330,92,0.9481,0.7989,507.64,0.0895,0.95,0.55,0.9027,high 598,Tanzania,2025,capital,Health,Director,69.01,1236447,0.1169,1091861,0.4438,484601,34,0.5634,0.7885,562.87,0.0508,0.6348,0.4078,0.6393,moderate 599,Ghana,2019,urban,Security,Mid_Level,30.64,817397,0.143,700546,0.4869,341066,35,0.6394,0.76,191.25,0.0555,0.586,0.3817,0.6342,moderate 600,Kenya,2025,urban,Finance,Mid_Level,56.15,2065117,0.092,1875041,0.563,1055698,58,0.6356,0.8568,514.2,0.0882,0.95,0.7269,0.809,high 601,Uganda,2022,capital,Agriculture,Senior,46.01,415814,0.1899,336867,0.3536,119119,25,0.6684,0.7772,416.79,0.06,0.6767,0.3671,0.5744,moderate 602,Ghana,2018,rural,Administration,Senior,30.01,712964,0.1407,612660,0.34,208298,45,0.7118,0.82,339.6,0.0612,0.7066,0.3574,0.6417,moderate 603,Rwanda,2025,urban,Health,Junior,14.34,479395,0.08,441046,0.648,285797,87,0.8278,0.9008,631.26,0.0695,0.95,0.6,0.8996,high 604,South Africa,2020,urban,Social_Services,Junior,60.06,3119825,0.1283,2719486,0.5683,1545458,70,0.8834,0.7805,395.88,0.0952,0.8275,0.5405,0.7889,high 605,Ghana,2025,remote,Security,Mid_Level,34.71,976999,0.2231,759066,0.286,217072,45,0.7113,0.7506,233.46,0.0601,0.6544,0.3777,0.594,moderate 606,Ghana,2021,rural,Finance,Junior,31.94,746637,0.15,634661,0.3961,251363,36,0.6016,0.7966,177.88,0.0522,0.7138,0.4081,0.6332,moderate 607,Tanzania,2024,rural,Administration,Junior,67.0,1314263,0.2002,1051105,0.2656,279179,33,0.6138,0.8081,265.77,0.0606,0.5836,0.4663,0.5751,moderate 608,South Africa,2022,capital,Health,Senior,61.02,2906054,0.1106,2584637,0.7401,1912982,52,0.7227,0.8058,950.84,0.0915,0.8521,0.6575,0.8092,high 609,DRC,2022,remote,Education,Mid_Level,98.59,667614,0.3634,425034,0.1188,50482,9,0.5549,0.6325,153.67,0.058,0.3474,0.2267,0.3637,low 610,South Africa,2024,rural,Justice,Junior,62.0,3426036,0.1301,2980284,0.4254,1267942,75,0.8574,0.8042,383.41,0.0944,0.8041,0.5868,0.7711,high 611,South Africa,2019,capital,Education,Executive,59.58,3007892,0.1066,2687301,0.7538,2025671,61,0.7984,0.8775,2130.28,0.0848,0.95,0.7046,0.8614,high 612,Nigeria,2024,capital,Security,Mid_Level,230.0,4323953,0.161,3627898,0.4406,1598384,25,0.6661,0.7121,237.33,0.0568,0.7276,0.3928,0.6013,moderate 613,DRC,2023,rural,Security,Director,101.74,665866,0.3226,451065,0.1771,79882,12,0.4695,0.6188,321.91,0.0518,0.3998,0.1889,0.3953,low 614,Ghana,2022,capital,Social_Services,Junior,32.62,727370,0.1092,647927,0.5437,352301,40,0.6649,0.6815,305.73,0.059,0.5675,0.4437,0.662,high 615,Botswana,2023,urban,Finance,Junior,2.56,116527,0.0723,108096,0.645,69722,87,0.8893,0.8362,416.71,0.0878,0.8446,0.5622,0.8768,high 616,Ghana,2019,rural,Security,Junior,30.64,677632,0.177,557694,0.3718,207331,41,0.5999,0.784,315.41,0.0624,0.5907,0.4287,0.6207,moderate 617,Senegal,2020,capital,Education,Director,16.18,346480,0.1155,306460,0.5005,153382,33,0.5382,0.7706,477.93,0.0595,0.6033,0.3828,0.6429,moderate 618,South Africa,2022,capital,Education,Executive,61.02,2804630,0.0987,2527775,0.6644,1679431,55,0.7599,0.8071,1952.32,0.0846,0.8615,0.7667,0.8128,high 619,Mozambique,2025,capital,Education,Junior,33.89,307064,0.1786,252236,0.2862,72184,17,0.5292,0.6212,155.43,0.0702,0.3404,0.2125,0.4679,low 620,Uganda,2021,rural,Agriculture,Senior,44.58,310323,0.2368,236826,0.2979,70543,18,0.5081,0.7843,437.42,0.0641,0.7039,0.431,0.5414,moderate 621,Nigeria,2019,rural,Justice,Senior,203.29,3756208,0.1787,3084957,0.3383,1043672,25,0.5157,0.7988,376.35,0.0558,0.5547,0.3257,0.5603,moderate 622,Kenya,2024,urban,Health,Junior,55.0,1731713,0.0799,1593406,0.5336,850264,54,0.6537,0.8234,493.38,0.0774,0.8086,0.5301,0.7558,high 623,Ethiopia,2018,urban,Security,Junior,108.65,1416041,0.2395,1076867,0.2434,262150,10,0.4906,0.5923,122.26,0.049,0.4254,0.1994,0.4273,low 624,Mozambique,2023,rural,Infrastructure,Director,32.13,368582,0.2537,275086,0.1662,45716,16,0.5172,0.654,278.11,0.0595,0.4208,0.1819,0.4265,low 625,DRC,2022,urban,Justice,Mid_Level,98.59,504314,0.2681,369090,0.1933,71335,13,0.5632,0.6372,133.97,0.0686,0.4226,0.2036,0.422,low 626,Rwanda,2023,urban,Justice,Senior,13.67,365526,0.0677,340787,0.5592,190553,59,0.7123,0.7978,792.99,0.0673,0.8472,0.693,0.7941,high 627,Mozambique,2021,urban,Social_Services,Executive,30.47,310597,0.1677,258523,0.2267,58616,23,0.6238,0.6828,530.62,0.0523,0.384,0.2238,0.4855,low 628,Ghana,2024,capital,Agriculture,Junior,34.0,966860,0.1009,869305,0.5831,506911,31,0.6457,0.7739,224.26,0.0677,0.7251,0.4568,0.6823,high 629,Nigeria,2020,rural,Infrastructure,Mid_Level,208.37,4139149,0.2184,3235068,0.2779,899016,28,0.5528,0.717,194.17,0.0531,0.705,0.408,0.5537,moderate 630,DRC,2018,rural,Administration,Senior,86.92,572046,0.4022,341995,0.16,54734,15,0.6354,0.6257,219.25,0.067,0.4223,0.2317,0.3862,low 631,South Africa,2021,urban,Security,Mid_Level,60.54,3573883,0.1377,3081775,0.6862,2114805,76,0.7265,0.9266,369.26,0.0818,0.7981,0.6677,0.8627,high 632,Mozambique,2021,capital,Security,Mid_Level,30.47,274873,0.1931,221784,0.2538,56280,14,0.4972,0.6629,140.07,0.0623,0.4262,0.2073,0.4629,low 633,DRC,2024,remote,Education,Junior,105.0,561089,0.4364,316243,0.1187,37523,9,0.5974,0.7094,102.23,0.053,0.3565,0.191,0.3542,low 634,Botswana,2024,urban,Health,Mid_Level,2.6,102620,0.0849,93908,0.6665,62592,73,0.8038,0.9137,354.88,0.0888,0.7797,0.5991,0.8528,high 635,Botswana,2025,rural,Health,Mid_Level,2.64,126660,0.1382,109159,0.5193,56688,48,0.6919,0.791,364.33,0.0832,0.95,0.5294,0.7319,high 636,Ghana,2024,rural,Justice,Junior,34.0,822866,0.1424,705650,0.3355,236736,33,0.5978,0.7013,203.31,0.0696,0.7054,0.3751,0.594,moderate 637,Tanzania,2025,capital,Finance,Senior,69.01,1220896,0.1101,1086448,0.4196,455844,27,0.63,0.7358,359.54,0.0543,0.6569,0.3551,0.6064,moderate 638,Nigeria,2024,rural,Finance,Mid_Level,230.0,3919654,0.1969,3147728,0.3064,964502,29,0.662,0.8194,232.0,0.0564,0.6716,0.365,0.5764,moderate 639,South Africa,2019,remote,Social_Services,Director,59.58,2890360,0.161,2424950,0.3444,835137,75,0.7132,0.7849,926.71,0.0885,0.95,0.7008,0.7662,high 640,Botswana,2018,rural,Finance,Junior,2.38,100424,0.1177,88608,0.4737,41972,86,0.8376,0.8283,551.95,0.0848,0.7742,0.6808,0.8237,high 641,Tanzania,2019,urban,Security,Mid_Level,57.79,999314,0.1202,879235,0.4011,352624,24,0.6698,0.7552,304.89,0.0574,0.7139,0.329,0.5978,moderate 642,Kenya,2020,capital,Health,Director,50.61,1886696,0.0882,1720282,0.6301,1083919,54,0.7458,0.9055,1322.67,0.088,0.8502,0.774,0.8187,high 643,South Africa,2018,urban,Administration,Junior,59.11,2795532,0.1133,2478918,0.6296,1560820,75,0.8807,0.8439,641.89,0.0846,0.95,0.584,0.8466,high 644,South Africa,2021,capital,Health,Mid_Level,60.54,2840983,0.1084,2532921,0.7433,1882667,43,0.6617,0.8813,616.92,0.0736,0.95,0.7396,0.8174,high 645,Nigeria,2023,urban,Security,Senior,224.39,4222979,0.1885,3426743,0.4816,1650282,29,0.6572,0.7536,433.71,0.0678,0.557,0.3327,0.5978,moderate 646,Tanzania,2020,remote,Education,Senior,59.53,1059439,0.2115,835378,0.2447,204375,27,0.5826,0.6817,287.46,0.0513,0.6236,0.4172,0.5321,moderate 647,South Africa,2020,capital,Education,Junior,60.06,3652974,0.1018,3280934,0.6155,2019364,62,0.8422,0.8987,600.87,0.0937,0.9473,0.7787,0.8408,high 648,Nigeria,2018,rural,Social_Services,Director,198.33,3940587,0.2342,3017813,0.2835,855427,31,0.5975,0.7644,690.84,0.0563,0.5947,0.3715,0.5511,moderate 649,Senegal,2023,rural,Justice,Junior,17.53,422434,0.1626,353755,0.2859,101147,29,0.6098,0.7291,192.61,0.053,0.5573,0.3349,0.5519,moderate 650,Rwanda,2020,rural,Infrastructure,Junior,12.73,400571,0.1025,359523,0.3885,139679,62,0.6857,0.867,488.49,0.0764,0.9255,0.7722,0.7763,high 651,Tanzania,2020,urban,Infrastructure,Mid_Level,59.53,1145543,0.1513,972222,0.3645,354420,26,0.6604,0.7322,322.64,0.0568,0.6495,0.3959,0.5827,moderate 652,South Africa,2021,rural,Health,Mid_Level,60.54,3322536,0.182,2717761,0.4833,1313580,76,0.8938,0.8243,607.97,0.0947,0.8437,0.6787,0.7912,high 653,Tanzania,2020,rural,Health,Mid_Level,59.53,1045741,0.1913,845739,0.2498,211248,30,0.6193,0.7688,222.35,0.0515,0.6374,0.471,0.5658,moderate 654,Senegal,2019,rural,Health,Mid_Level,15.76,319413,0.1483,272054,0.3196,86947,25,0.5722,0.7275,253.32,0.0713,0.6442,0.4663,0.5755,moderate 655,Senegal,2021,capital,Education,Junior,16.62,346428,0.1156,306398,0.526,161151,34,0.6343,0.7346,266.83,0.051,0.5842,0.3685,0.6431,moderate 656,Ghana,2019,rural,Health,Junior,30.64,858640,0.2014,685679,0.3626,248657,37,0.7011,0.6804,239.05,0.0504,0.6307,0.4774,0.5957,moderate 657,Nigeria,2024,remote,Justice,Mid_Level,230.0,4950824,0.2792,3568531,0.2315,826034,26,0.6077,0.7138,248.0,0.0515,0.6628,0.3592,0.5123,moderate 658,Ghana,2020,urban,Health,Director,31.29,769746,0.1186,678488,0.4298,291620,45,0.7057,0.7375,529.57,0.0659,0.7369,0.3809,0.6627,high 659,Senegal,2019,capital,Health,Mid_Level,15.76,396668,0.1207,348801,0.5418,188966,26,0.6906,0.7242,225.04,0.0645,0.5621,0.4521,0.6303,moderate 660,Mozambique,2025,rural,Justice,Junior,33.89,294775,0.3003,206263,0.1927,39737,22,0.5203,0.6247,109.97,0.0644,0.4237,0.2369,0.4379,low 661,South Africa,2020,urban,Health,Junior,60.06,3062606,0.1242,2682256,0.6379,1710935,55,0.7468,0.9059,422.5,0.075,0.95,0.7223,0.819,high 662,Ghana,2024,capital,Infrastructure,Director,34.0,822447,0.1089,732916,0.6254,458375,28,0.6497,0.8025,494.05,0.0651,0.6441,0.4565,0.6796,high 663,Uganda,2025,remote,Health,Senior,50.57,455701,0.3303,305187,0.2009,61312,16,0.6242,0.682,333.04,0.0702,0.7377,0.4787,0.4816,low 664,Uganda,2021,capital,Infrastructure,Junior,44.58,396513,0.1721,328285,0.3788,124363,16,0.548,0.8049,280.51,0.05,0.5837,0.3828,0.5591,moderate 665,DRC,2018,remote,Security,Junior,86.92,566577,0.3979,341140,0.108,36858,12,0.468,0.6455,144.75,0.0703,0.3716,0.2114,0.3627,low 666,DRC,2019,rural,Education,Mid_Level,89.7,485194,0.3953,293396,0.1741,51082,10,0.5848,0.5974,137.31,0.0548,0.3474,0.2143,0.3655,low 667,Botswana,2021,urban,Infrastructure,Junior,2.49,96830,0.0918,87943,0.7119,62607,49,0.6706,0.8692,547.0,0.0905,0.8884,0.6625,0.813,high 668,South Africa,2022,urban,Health,Junior,61.02,3560161,0.1053,3185108,0.6686,2129708,62,0.7255,0.9067,559.52,0.0647,0.95,0.6518,0.842,high 669,Senegal,2020,rural,Security,Junior,16.18,407554,0.1602,342266,0.3434,117520,24,0.5565,0.742,269.59,0.0603,0.7013,0.362,0.5734,moderate 670,Tanzania,2023,rural,Justice,Senior,65.05,1307341,0.1541,1105928,0.3084,341097,34,0.6501,0.7076,487.22,0.0522,0.6179,0.3475,0.5763,moderate 671,Mozambique,2021,urban,Infrastructure,Director,30.47,302669,0.2028,241293,0.2873,69313,21,0.5384,0.5867,323.31,0.0683,0.3962,0.1769,0.4689,low 672,Nigeria,2023,rural,Agriculture,Senior,224.39,4870492,0.2241,3778975,0.3274,1237317,32,0.6327,0.7446,422.16,0.0627,0.648,0.3403,0.5663,moderate 673,Tanzania,2023,rural,Education,Junior,65.05,1081906,0.2189,845028,0.3227,272662,27,0.5901,0.7855,254.16,0.0714,0.5632,0.3255,0.5501,moderate 674,Tanzania,2022,capital,Agriculture,Senior,63.15,1013354,0.1203,891474,0.4615,411435,32,0.6273,0.7059,394.3,0.0589,0.703,0.4089,0.6324,moderate 675,Mozambique,2020,rural,Infrastructure,Junior,29.66,302254,0.317,206438,0.1987,41027,15,0.5954,0.6217,123.07,0.0606,0.3604,0.1878,0.406,low 676,Nigeria,2025,urban,Social_Services,Mid_Level,235.75,4761153,0.1347,4119999,0.391,1610830,24,0.6115,0.821,306.59,0.0486,0.6059,0.3452,0.5923,moderate 677,Tanzania,2025,capital,Education,Mid_Level,69.01,1263118,0.1097,1124566,0.4591,516315,20,0.4964,0.6874,229.73,0.0714,0.6592,0.4408,0.6005,moderate 678,Ethiopia,2020,rural,ICT,Junior,114.15,1574880,0.3103,1086230,0.2235,242785,12,0.5715,0.6514,152.86,0.0697,0.3779,0.2357,0.4174,low 679,Kenya,2025,urban,Health,Junior,56.15,1715938,0.0797,1579208,0.6538,1032557,43,0.7105,0.8732,539.34,0.0706,0.9317,0.6826,0.7935,high 680,Uganda,2022,capital,Security,Junior,46.01,378137,0.1637,316229,0.3608,114090,26,0.5453,0.8149,307.68,0.0567,0.612,0.342,0.5819,moderate 681,Mozambique,2025,rural,Health,Mid_Level,33.89,296796,0.2767,214663,0.1877,40292,13,0.6043,0.6191,122.99,0.0633,0.4441,0.1995,0.4175,low 682,South Africa,2025,urban,Social_Services,Junior,62.5,3518457,0.1,3166601,0.7373,2334836,76,0.7901,0.8541,529.33,0.0728,0.95,0.7016,0.8926,high 683,Uganda,2022,capital,Administration,Junior,46.01,382330,0.1413,328296,0.3486,114441,16,0.5409,0.7709,253.23,0.0642,0.6841,0.3424,0.5601,moderate 684,Rwanda,2018,urban,Security,Mid_Level,12.14,336506,0.085,307903,0.5241,161386,80,0.7266,0.8763,475.32,0.087,0.7877,0.6643,0.8364,high 685,Ethiopia,2019,rural,Health,Junior,111.37,1421832,0.2427,1076794,0.1908,205463,17,0.6208,0.696,107.48,0.0607,0.422,0.171,0.4432,low 686,DRC,2023,capital,Administration,Mid_Level,101.74,609239,0.2226,473603,0.2116,100229,10,0.5768,0.6553,122.11,0.0527,0.4123,0.1914,0.4309,low 687,DRC,2019,remote,Infrastructure,Mid_Level,89.7,615919,0.3976,371056,0.1326,49183,13,0.574,0.6155,87.73,0.0585,0.3327,0.1657,0.3584,low 688,Kenya,2022,rural,Health,Mid_Level,52.76,2095770,0.1383,1806017,0.4515,815475,58,0.6716,0.8264,634.78,0.0852,0.95,0.7719,0.7695,high 689,Senegal,2019,urban,Security,Junior,15.76,354017,0.1274,308914,0.4728,146042,28,0.6531,0.6969,309.22,0.0504,0.7209,0.3996,0.6229,moderate 690,Rwanda,2021,urban,Education,Mid_Level,13.04,432193,0.0847,395585,0.5399,213571,82,0.9166,0.9044,477.69,0.0655,0.95,0.6229,0.8617,high 691,Ethiopia,2020,rural,Education,Senior,114.15,1195580,0.3223,810235,0.2371,192078,19,0.6492,0.6982,156.12,0.0712,0.4401,0.2027,0.4452,low 692,South Africa,2021,capital,Agriculture,Mid_Level,60.54,3115976,0.1024,2796898,0.7174,2006604,43,0.7643,0.8143,392.27,0.0642,0.95,0.7444,0.8028,high 693,Uganda,2018,capital,Finance,Junior,40.56,347451,0.1383,299398,0.3958,118506,20,0.5739,0.7387,197.97,0.0533,0.5651,0.3384,0.5655,moderate 694,Nigeria,2025,urban,Education,Junior,235.75,5075929,0.1842,4140836,0.4663,1930834,32,0.687,0.7356,303.92,0.0672,0.5528,0.398,0.606,moderate 695,Nigeria,2020,capital,Social_Services,Junior,208.37,4455126,0.1673,3709610,0.4655,1726732,27,0.6273,0.7957,211.04,0.054,0.6709,0.4704,0.6255,moderate 696,Senegal,2020,urban,ICT,Junior,16.18,310794,0.1175,274284,0.3923,107599,26,0.6261,0.7739,251.56,0.0572,0.6649,0.4229,0.6086,moderate 697,Senegal,2024,rural,Security,Senior,18.0,436157,0.129,379884,0.3784,143746,40,0.6245,0.678,398.39,0.0585,0.6987,0.4039,0.6243,moderate 698,Mozambique,2018,urban,Administration,Junior,28.12,301218,0.1848,245546,0.2537,62305,18,0.5291,0.6698,133.93,0.05,0.3752,0.2196,0.4722,low 699,South Africa,2023,urban,Justice,Junior,61.51,2886540,0.1272,2519254,0.6808,1715166,71,0.709,0.8529,548.25,0.0712,0.9146,0.686,0.8539,high 700,Uganda,2019,urban,Education,Director,41.86,308436,0.1603,258982,0.3076,79674,16,0.5118,0.7662,444.12,0.0549,0.5638,0.3846,0.5366,moderate 701,Ghana,2018,rural,Security,Mid_Level,30.01,688299,0.1928,555620,0.3848,213791,27,0.5972,0.7902,221.63,0.0572,0.6753,0.3289,0.5844,moderate 702,Tanzania,2025,capital,Health,Junior,69.01,1204748,0.1421,1033509,0.4787,494742,33,0.6384,0.7423,232.88,0.0491,0.7299,0.3994,0.6409,moderate 703,Mozambique,2021,rural,Social_Services,Junior,30.47,323834,0.2915,229448,0.2068,47456,12,0.4938,0.6462,145.24,0.0712,0.4011,0.177,0.4136,low 704,Mozambique,2019,rural,Education,Mid_Level,28.88,317855,0.257,236181,0.1804,42601,12,0.5076,0.6758,109.95,0.0518,0.3439,0.1676,0.4134,low 705,Botswana,2023,urban,Infrastructure,Mid_Level,2.56,103275,0.0882,94163,0.5958,56100,84,0.7252,0.837,350.17,0.0892,0.8189,0.7605,0.8704,high 706,DRC,2018,remote,Security,Junior,86.92,474952,0.3961,286828,0.1285,36865,14,0.5018,0.6309,101.1,0.0509,0.4071,0.1877,0.3722,low 707,Tanzania,2019,remote,Justice,Senior,57.79,896492,0.2694,655014,0.2233,146262,27,0.5187,0.8096,384.88,0.0678,0.6803,0.4475,0.5402,moderate 708,Tanzania,2023,remote,Education,Junior,65.05,1245531,0.2311,957652,0.2249,215373,30,0.6288,0.7932,222.83,0.0686,0.5735,0.4214,0.5419,moderate 709,Botswana,2025,capital,Education,Junior,2.64,121044,0.0757,111884,0.6607,73925,83,0.7583,0.8558,528.44,0.0653,0.7996,0.7726,0.8894,high 710,Senegal,2023,capital,Social_Services,Mid_Level,17.53,336449,0.1081,300082,0.4991,149771,27,0.6769,0.7187,217.68,0.0545,0.7022,0.433,0.6366,moderate 711,Ethiopia,2025,urban,Justice,Mid_Level,129.15,1460847,0.1795,1198585,0.3134,375595,12,0.5697,0.6564,84.32,0.0719,0.4268,0.1989,0.4745,low 712,Ghana,2023,urban,Justice,Junior,33.3,819118,0.1177,722698,0.4944,357332,36,0.575,0.8215,177.32,0.0482,0.6253,0.4193,0.6619,high 713,DRC,2019,rural,Security,Junior,89.7,616412,0.3141,422826,0.1627,68779,9,0.5697,0.6943,91.58,0.051,0.3644,0.161,0.3913,low 714,Tanzania,2025,rural,Agriculture,Director,69.01,1365912,0.208,1081762,0.2772,299841,24,0.5588,0.727,576.07,0.0514,0.6219,0.3915,0.5377,moderate 715,South Africa,2020,capital,Education,Mid_Level,60.06,3393685,0.1154,3002086,0.6394,1919496,43,0.6324,0.7917,468.74,0.0953,0.8229,0.6029,0.7498,high 716,Uganda,2023,urban,Health,Junior,47.48,429443,0.159,361161,0.372,134347,26,0.5615,0.7838,200.48,0.0548,0.6133,0.4794,0.5951,moderate 717,Ethiopia,2019,capital,Administration,Junior,111.37,1488447,0.2078,1179153,0.3192,376378,17,0.6065,0.5994,155.96,0.0706,0.4364,0.2098,0.4749,low 718,Senegal,2022,urban,Health,Mid_Level,17.07,389392,0.1206,342431,0.4346,148805,32,0.6537,0.7392,319.32,0.0649,0.5527,0.3237,0.607,moderate 719,Ghana,2023,urban,Social_Services,Junior,33.3,711092,0.1204,625505,0.5359,335236,48,0.7716,0.7476,296.92,0.0497,0.6641,0.4679,0.6992,high 720,Kenya,2021,remote,Education,Junior,51.68,1822081,0.1832,1488354,0.2943,438075,61,0.6702,0.8917,517.11,0.0696,0.95,0.7056,0.7296,high 721,Tanzania,2022,capital,Health,Director,63.15,1189907,0.1384,1025176,0.4626,474257,32,0.5644,0.7495,687.67,0.0505,0.5817,0.4214,0.6238,moderate 722,Kenya,2024,rural,Health,Executive,55.0,1716815,0.1125,1523637,0.4753,724147,61,0.8414,0.9021,2182.08,0.0731,0.8627,0.7663,0.7914,high 723,Uganda,2024,urban,Education,Junior,49.0,371552,0.2163,291197,0.305,88815,21,0.6616,0.7564,242.57,0.0555,0.5669,0.3559,0.5304,moderate 724,Ghana,2018,capital,Health,Junior,30.01,640278,0.1322,555654,0.4844,269148,34,0.7084,0.691,247.54,0.0683,0.6611,0.3537,0.6282,moderate 725,Ghana,2023,rural,Education,Junior,33.3,709603,0.1899,574873,0.3445,198051,29,0.6194,0.8131,176.27,0.0493,0.6338,0.4282,0.5893,moderate 726,South Africa,2021,rural,Health,Junior,60.54,3065301,0.1494,2607364,0.4663,1215738,70,0.7374,0.8916,393.94,0.0819,0.8759,0.6602,0.7916,high 727,South Africa,2018,remote,Administration,Senior,59.11,3501724,0.1713,2901858,0.3514,1019689,53,0.7947,0.7972,623.98,0.086,0.7978,0.7104,0.6979,high 728,Uganda,2020,rural,Administration,Mid_Level,43.2,315806,0.2066,250574,0.2245,56248,16,0.5775,0.7272,211.47,0.0533,0.7375,0.339,0.5112,moderate 729,Ethiopia,2020,rural,Health,Director,114.15,1205051,0.3155,824907,0.216,178213,17,0.5938,0.685,285.82,0.0597,0.4136,0.2055,0.4323,low 730,South Africa,2022,capital,Education,Junior,61.02,2757948,0.1029,2474202,0.5973,1477798,62,0.7938,0.8606,558.06,0.064,0.7897,0.7016,0.8068,high 731,Uganda,2024,rural,Security,Mid_Level,49.0,420175,0.2746,304787,0.2786,84902,16,0.4901,0.7292,254.14,0.0663,0.6178,0.364,0.4985,low 732,Mozambique,2024,urban,Social_Services,Junior,33.0,316087,0.1936,254885,0.2419,61661,12,0.5045,0.6289,106.58,0.0669,0.337,0.1911,0.4392,low 733,DRC,2018,remote,Social_Services,Executive,86.92,585680,0.3891,357817,0.1237,44270,10,0.6029,0.6384,444.26,0.0699,0.4294,0.2373,0.3711,low 734,Kenya,2018,capital,Education,Junior,48.55,1685626,0.077,1555843,0.6784,1055440,43,0.7116,0.9098,531.11,0.0753,0.8248,0.5549,0.7823,high 735,Kenya,2023,urban,Health,Executive,53.87,1982299,0.1075,1769181,0.5614,993206,66,0.6951,0.7965,2468.4,0.0925,0.9097,0.5527,0.7942,high 736,Nigeria,2020,rural,Social_Services,Junior,208.37,3618822,0.2239,2808491,0.3344,939206,28,0.6273,0.8231,211.75,0.0618,0.6716,0.4079,0.579,moderate 737,Tanzania,2024,rural,Infrastructure,Junior,67.0,1279521,0.1576,1077861,0.2498,269294,26,0.6171,0.8249,281.85,0.0684,0.62,0.4014,0.5639,moderate 738,Tanzania,2025,urban,Social_Services,Mid_Level,69.01,1139313,0.1431,976324,0.3665,357855,18,0.5267,0.704,230.64,0.0693,0.6281,0.4552,0.5648,moderate 739,Senegal,2022,capital,Education,Director,17.07,387185,0.1181,341450,0.4708,160742,37,0.7009,0.8214,444.32,0.0709,0.6289,0.4541,0.6622,high 740,Uganda,2022,rural,Education,Senior,46.01,342009,0.2512,256090,0.2647,67785,25,0.5949,0.777,371.69,0.0638,0.684,0.4335,0.5442,moderate 741,Uganda,2024,urban,Education,Mid_Level,49.0,342269,0.1678,284852,0.3888,110760,21,0.5837,0.8231,210.28,0.0485,0.5742,0.3591,0.5746,moderate 742,Ghana,2023,rural,Agriculture,Junior,33.3,837947,0.1354,724484,0.3839,278095,40,0.5653,0.7976,289.51,0.0554,0.6764,0.4162,0.641,moderate 743,Senegal,2019,capital,Security,Director,15.76,354543,0.1035,317835,0.5212,165645,31,0.5405,0.7345,775.09,0.0673,0.7333,0.3445,0.6499,moderate 744,Ethiopia,2022,rural,Education,Junior,119.93,1560909,0.3142,1070456,0.2172,232486,12,0.5491,0.588,93.36,0.0604,0.3677,0.2373,0.4044,low 745,Botswana,2021,capital,Health,Mid_Level,2.49,100862,0.0686,93941,0.7317,68735,57,0.7535,0.8476,383.44,0.0891,0.8898,0.6788,0.8423,high 746,Ghana,2018,rural,Education,Mid_Level,30.01,704816,0.2013,562902,0.3346,188351,46,0.7698,0.7382,220.6,0.0571,0.7454,0.419,0.6255,moderate 747,Botswana,2022,capital,Social_Services,Junior,2.52,98132,0.0713,91131,0.7434,67743,83,0.9044,0.7986,461.62,0.089,0.9174,0.5654,0.8936,high 748,Mozambique,2021,rural,ICT,Mid_Level,30.47,260433,0.2908,184688,0.1732,31989,21,0.5637,0.6109,117.69,0.0541,0.3591,0.2059,0.4212,low 749,South Africa,2024,rural,Education,Junior,62.0,3270202,0.1554,2762102,0.4255,1175152,74,0.9092,0.7738,588.72,0.0847,0.8449,0.6851,0.7716,high 750,Kenya,2019,capital,ICT,Mid_Level,49.57,1606561,0.0823,1474307,0.7083,1044187,50,0.7841,0.9127,453.25,0.0863,0.95,0.7205,0.8354,high 751,Nigeria,2020,capital,Health,Mid_Level,208.37,4511306,0.1543,3815036,0.4797,1830259,22,0.5028,0.7923,257.41,0.0668,0.5842,0.3852,0.6021,moderate 752,Uganda,2025,capital,Health,Mid_Level,50.57,416017,0.1984,333489,0.4376,145920,25,0.5134,0.7471,309.42,0.0584,0.7401,0.4244,0.6008,moderate 753,Kenya,2018,urban,Security,Junior,48.55,1620127,0.1027,1453730,0.5132,745986,47,0.7272,0.8968,505.55,0.0946,0.95,0.6431,0.7639,high 754,DRC,2019,rural,Education,Senior,89.7,552268,0.3218,374566,0.1586,59420,12,0.6178,0.6129,226.24,0.0488,0.4215,0.2336,0.3967,low 755,Nigeria,2021,capital,Social_Services,Senior,213.58,4061726,0.141,3488855,0.5114,1784372,24,0.6191,0.7396,301.74,0.068,0.6158,0.4695,0.6221,moderate 756,Uganda,2022,urban,Finance,Junior,46.01,403176,0.2024,321565,0.3869,124398,21,0.5422,0.688,291.5,0.058,0.6518,0.3951,0.5565,moderate 757,Nigeria,2021,rural,Agriculture,Executive,213.58,3808824,0.2162,2985449,0.2711,809412,35,0.6623,0.7393,1181.34,0.0589,0.5969,0.3956,0.5614,moderate 758,South Africa,2018,rural,Security,Senior,59.11,3484536,0.1782,2863542,0.4584,1312739,46,0.658,0.9238,952.09,0.0886,0.8293,0.5706,0.7136,high 759,Nigeria,2025,capital,Agriculture,Junior,235.75,4434944,0.1499,3769997,0.5325,2007611,34,0.6334,0.7411,311.15,0.0619,0.6493,0.4293,0.6497,moderate 760,Senegal,2019,capital,Social_Services,Mid_Level,15.76,311764,0.0927,282876,0.5726,161967,35,0.6661,0.6858,320.35,0.0694,0.6593,0.3695,0.6632,high 761,Senegal,2023,rural,Justice,Executive,17.53,401420,0.1404,345065,0.3326,114766,39,0.6098,0.7097,1134.9,0.0587,0.7117,0.343,0.6075,moderate 762,Ethiopia,2020,urban,Security,Senior,114.15,1351717,0.2186,1056282,0.2544,268748,16,0.6473,0.6861,150.1,0.063,0.366,0.1624,0.4547,low 763,Kenya,2019,capital,Education,Senior,49.57,1627178,0.0926,1476441,0.708,1045360,54,0.7129,0.8925,568.69,0.0777,0.9097,0.7361,0.8373,high 764,Rwanda,2024,rural,Security,Mid_Level,14.0,461312,0.1159,407868,0.4342,177113,96,0.95,0.8518,370.79,0.0712,0.95,0.5489,0.8473,high 765,Uganda,2021,rural,Administration,Senior,44.58,384930,0.2427,291509,0.2321,67657,24,0.539,0.7592,483.15,0.0612,0.6784,0.4284,0.5319,moderate 766,Nigeria,2024,urban,Infrastructure,Junior,230.0,4758258,0.1446,4070058,0.43,1750048,34,0.544,0.7596,201.02,0.0547,0.5593,0.3471,0.6109,moderate 767,Uganda,2025,remote,Security,Mid_Level,50.57,438162,0.365,278247,0.1961,54572,16,0.5994,0.8227,213.71,0.0591,0.6229,0.3825,0.4717,low 768,South Africa,2023,urban,Administration,Senior,61.51,2797970,0.135,2420378,0.6962,1685006,60,0.7393,0.907,716.15,0.0691,0.8589,0.589,0.8211,high 769,Botswana,2023,capital,Security,Mid_Level,2.56,127016,0.0779,117117,0.8,93693,83,0.7534,0.8816,414.39,0.0903,0.9471,0.5965,0.9246,high 770,Rwanda,2019,urban,Social_Services,Senior,12.43,320814,0.0696,298478,0.5867,175116,78,0.7266,0.822,923.52,0.0792,0.95,0.646,0.8572,high 771,Mozambique,2021,rural,Education,Junior,30.47,349375,0.3085,241601,0.2006,48453,14,0.4776,0.6078,151.52,0.0676,0.3927,0.2375,0.4122,low 772,Kenya,2019,urban,Education,Junior,49.57,1964101,0.1084,1751151,0.5037,881999,44,0.6952,0.7754,515.03,0.0827,0.8529,0.5962,0.72,high 773,Rwanda,2019,remote,Education,Mid_Level,12.43,350829,0.1362,303041,0.2884,87406,55,0.7728,0.8885,429.5,0.0754,0.95,0.5471,0.7085,high 774,Nigeria,2019,urban,Education,Mid_Level,203.29,4298210,0.1592,3614096,0.4433,1602168,28,0.6598,0.6813,221.93,0.0644,0.6168,0.3326,0.5882,moderate 775,Botswana,2020,rural,Health,Mid_Level,2.45,119345,0.124,104550,0.4609,48186,79,0.7461,0.919,561.99,0.0658,0.95,0.6517,0.8297,high 776,Nigeria,2021,urban,Agriculture,Mid_Level,213.58,4778988,0.1432,4094658,0.4458,1825525,33,0.6651,0.749,233.65,0.0663,0.611,0.3533,0.6169,moderate 777,Tanzania,2022,urban,Health,Junior,63.15,1203275,0.1648,1004937,0.395,396907,21,0.6397,0.7142,324.34,0.0615,0.5979,0.3994,0.5669,moderate 778,Nigeria,2020,rural,Health,Senior,208.37,4501600,0.2404,3419619,0.349,1193349,25,0.6038,0.8025,347.41,0.0494,0.6094,0.3587,0.5568,moderate 779,Senegal,2024,urban,Security,Director,18.0,372143,0.1252,325532,0.3921,127636,25,0.5391,0.7219,588.62,0.0594,0.6003,0.3306,0.5806,moderate 780,Senegal,2023,capital,Social_Services,Director,17.53,409923,0.1047,367016,0.5227,191844,36,0.7274,0.8196,597.52,0.0628,0.709,0.3202,0.6704,high 781,Nigeria,2022,rural,Security,Junior,218.92,4109924,0.1833,3356575,0.3174,1065415,37,0.725,0.729,213.68,0.0669,0.6939,0.4009,0.5948,moderate 782,Mozambique,2021,capital,Justice,Mid_Level,30.47,293398,0.2092,232013,0.2943,68270,22,0.5835,0.6441,151.48,0.071,0.4439,0.2255,0.4898,low 783,Uganda,2021,capital,Education,Director,44.58,342054,0.1853,278688,0.4395,122481,28,0.6942,0.7583,621.96,0.0717,0.595,0.35,0.5918,moderate 784,Mozambique,2025,rural,Infrastructure,Junior,33.89,340256,0.3166,232543,0.193,44875,16,0.5726,0.7002,149.73,0.0576,0.4026,0.1823,0.4226,low 785,Senegal,2021,capital,Infrastructure,Mid_Level,16.62,347796,0.0916,315933,0.4469,141202,25,0.6381,0.7082,192.7,0.072,0.6032,0.4634,0.6142,moderate 786,Rwanda,2022,rural,Agriculture,Junior,13.35,442245,0.114,391818,0.4171,163428,86,0.8549,0.9195,590.85,0.0653,0.95,0.7718,0.8509,high 787,DRC,2023,capital,Social_Services,Mid_Level,101.74,580947,0.2584,430824,0.2386,102795,14,0.5844,0.6225,154.2,0.0617,0.392,0.1923,0.4318,low 788,Nigeria,2019,rural,Finance,Director,203.29,4633017,0.2325,3555924,0.2879,1023741,33,0.5411,0.799,622.61,0.0705,0.6262,0.3621,0.565,moderate 789,Ethiopia,2025,rural,Social_Services,Director,129.15,1558386,0.2888,1108336,0.2113,234191,18,0.6517,0.6277,342.95,0.0548,0.403,0.2244,0.4325,low 790,DRC,2025,urban,Education,Junior,108.36,578658,0.2384,440715,0.2384,105082,11,0.5142,0.6811,99.52,0.0542,0.441,0.1665,0.4404,low 791,South Africa,2021,urban,Education,Junior,60.54,2940653,0.1123,2610454,0.7204,1880653,57,0.7101,0.8307,639.23,0.0678,0.95,0.6051,0.8247,high 792,Ethiopia,2025,urban,Health,Mid_Level,129.15,1423273,0.2428,1077682,0.2995,322762,16,0.5121,0.6771,106.42,0.072,0.4171,0.2072,0.4682,low 793,Rwanda,2024,urban,Infrastructure,Junior,14.0,442442,0.0718,410670,0.5183,212839,89,0.7409,0.8793,397.02,0.0778,0.95,0.5445,0.8655,high 794,Mozambique,2023,rural,Social_Services,Junior,32.13,350222,0.2634,257960,0.1832,47256,16,0.5446,0.6526,91.69,0.0582,0.4078,0.1999,0.4286,low 795,Uganda,2019,urban,Finance,Mid_Level,41.86,375141,0.1928,302810,0.3764,113982,16,0.6409,0.7223,228.14,0.0533,0.569,0.4464,0.5458,moderate 796,Botswana,2019,capital,Education,Executive,2.41,117763,0.0919,106942,0.8,85553,83,0.8268,0.794,1792.26,0.0734,0.95,0.5267,0.9013,high 797,Senegal,2019,rural,Health,Junior,15.76,305976,0.1627,256183,0.2968,76032,25,0.5515,0.7876,205.05,0.0488,0.7291,0.4602,0.5831,moderate 798,Rwanda,2019,capital,Education,Mid_Level,12.43,345058,0.0788,317868,0.7196,228738,78,0.6924,0.9152,568.33,0.0892,0.7931,0.7042,0.8922,high 799,Botswana,2024,remote,Agriculture,Mid_Level,2.6,114381,0.1588,96213,0.4217,40569,71,0.7199,0.768,535.73,0.0917,0.7915,0.6234,0.7499,high 800,Nigeria,2025,urban,Education,Junior,235.75,4585063,0.1334,3973464,0.4497,1786842,31,0.6517,0.7666,177.5,0.0522,0.5848,0.3357,0.6136,moderate 801,Mozambique,2023,capital,Security,Junior,32.13,284530,0.155,240424,0.2815,67681,19,0.6299,0.6017,128.37,0.0666,0.3681,0.1664,0.4728,low 802,Ghana,2019,capital,Administration,Junior,30.64,771474,0.124,675782,0.525,354752,40,0.5762,0.7471,189.48,0.054,0.6097,0.4348,0.6668,high 803,Nigeria,2023,rural,Health,Executive,224.39,3887902,0.2374,2965058,0.3345,991779,31,0.6126,0.7886,1143.91,0.0513,0.7071,0.3326,0.574,moderate 804,Rwanda,2022,urban,Social_Services,Mid_Level,13.35,368923,0.0753,341136,0.5556,189532,76,0.795,0.8977,422.03,0.0704,0.903,0.5331,0.8383,high 805,DRC,2019,urban,Infrastructure,Junior,89.7,547988,0.2901,388992,0.2173,84533,10,0.469,0.6028,124.41,0.0644,0.3373,0.1748,0.3984,low 806,Ghana,2020,urban,ICT,Junior,31.29,679538,0.1186,598950,0.4456,266898,29,0.5989,0.721,188.76,0.0625,0.6503,0.3323,0.6107,moderate 807,Senegal,2024,urban,ICT,Director,18.0,388170,0.1011,348930,0.5036,175710,30,0.5574,0.7577,621.03,0.0684,0.6947,0.4602,0.6548,high 808,Botswana,2023,urban,Infrastructure,Executive,2.56,131149,0.1005,117967,0.7431,87660,70,0.7238,0.9138,1412.98,0.0713,0.8837,0.6724,0.8783,high 809,Botswana,2022,capital,Health,Junior,2.52,108412,0.0632,101564,0.792,80442,57,0.6955,0.8219,503.55,0.0915,0.8143,0.6086,0.8403,high 810,Kenya,2023,capital,Social_Services,Director,53.87,1946288,0.0993,1752946,0.6077,1065309,49,0.6138,0.771,1058.38,0.0793,0.9121,0.5766,0.7641,high 811,Uganda,2022,capital,Education,Junior,46.01,389782,0.1691,323864,0.4176,135253,16,0.5514,0.82,183.04,0.058,0.5604,0.3435,0.5655,moderate 812,South Africa,2021,capital,Infrastructure,Director,60.54,2920019,0.0897,2658146,0.7705,2048110,58,0.816,0.817,1345.65,0.0935,0.8204,0.7282,0.8426,high 813,Uganda,2023,rural,Health,Junior,47.48,337549,0.2984,236832,0.2259,53497,16,0.6314,0.7201,264.55,0.0549,0.679,0.3508,0.4829,low 814,Uganda,2021,urban,Education,Junior,44.58,318157,0.2046,253067,0.3219,81468,19,0.5478,0.7432,280.39,0.0583,0.7224,0.4288,0.5534,moderate 815,Mozambique,2024,rural,Health,Executive,33.0,358372,0.2766,259239,0.1684,43655,14,0.5751,0.6391,530.65,0.0569,0.3915,0.175,0.4105,low 816,South Africa,2019,capital,Social_Services,Mid_Level,59.58,3581231,0.117,3162162,0.7586,2398820,60,0.81,0.9252,566.52,0.0674,0.95,0.5513,0.8493,high 817,DRC,2018,rural,Social_Services,Junior,86.92,454883,0.3879,278411,0.1388,38639,8,0.5673,0.6952,121.04,0.061,0.3709,0.1791,0.367,low 818,Ghana,2024,rural,Education,Junior,34.0,790786,0.1378,681815,0.3401,231880,26,0.6563,0.7134,278.52,0.061,0.7158,0.4737,0.5915,moderate 819,DRC,2020,capital,Justice,Junior,92.57,509258,0.184,415569,0.262,108858,8,0.5308,0.6401,131.0,0.055,0.4337,0.2187,0.4508,low 820,Mozambique,2021,urban,Social_Services,Senior,30.47,295420,0.1888,239642,0.2218,53150,13,0.4781,0.5882,142.51,0.0686,0.4249,0.2276,0.4442,low 821,Rwanda,2022,urban,Health,Mid_Level,13.35,374110,0.0762,345609,0.6825,235889,91,0.7948,0.8902,381.23,0.0649,0.7812,0.5643,0.8972,high 822,Tanzania,2023,urban,Health,Executive,65.05,1182598,0.1327,1025647,0.4027,412991,27,0.6026,0.7669,1231.38,0.0552,0.6475,0.3206,0.5968,moderate 823,Mozambique,2024,urban,Education,Executive,33.0,338354,0.1712,280427,0.2393,67104,16,0.6462,0.641,402.28,0.0617,0.3789,0.1644,0.4575,low 824,Botswana,2024,capital,Administration,Senior,2.6,102111,0.0854,93389,0.8,74711,71,0.8023,0.7734,551.77,0.0873,0.8023,0.5829,0.8607,high 825,Rwanda,2021,capital,Justice,Senior,13.04,431304,0.0551,407542,0.641,261243,90,0.8247,0.8833,790.16,0.0751,0.849,0.6897,0.9078,high 826,Tanzania,2019,remote,Agriculture,Junior,57.79,1103825,0.2246,855867,0.199,170327,34,0.6779,0.7639,302.33,0.0611,0.6386,0.3503,0.5421,moderate 827,Tanzania,2019,urban,Finance,Mid_Level,57.79,1022231,0.1438,875270,0.4403,385418,34,0.6021,0.8103,295.91,0.0496,0.6177,0.355,0.628,moderate 828,South Africa,2023,urban,Infrastructure,Senior,61.51,3096900,0.1141,2743586,0.7141,1959155,76,0.8707,0.8019,575.69,0.0707,0.8889,0.5815,0.8573,high 829,Ghana,2025,rural,Finance,Junior,34.71,836779,0.1664,697546,0.3873,270194,28,0.676,0.6941,214.37,0.0718,0.5896,0.3362,0.5719,moderate 830,Tanzania,2023,urban,Health,Junior,65.05,1023049,0.1399,879964,0.3681,323892,31,0.6909,0.6967,225.55,0.0515,0.6084,0.3583,0.5857,moderate 831,Mozambique,2024,urban,Infrastructure,Mid_Level,33.0,361903,0.1856,294744,0.2349,69248,23,0.5601,0.6722,132.8,0.0603,0.3582,0.1713,0.4736,low 832,South Africa,2021,urban,Justice,Mid_Level,60.54,3604976,0.1422,3092186,0.6875,2125836,44,0.6568,0.8685,527.06,0.0698,0.9326,0.6109,0.7809,high 833,Tanzania,2020,rural,Finance,Mid_Level,59.53,1091726,0.1895,884891,0.2661,235503,28,0.5816,0.7733,196.85,0.0719,0.703,0.3868,0.5641,moderate 834,South Africa,2020,urban,Security,Mid_Level,60.06,3375891,0.1383,2908919,0.6351,1847346,66,0.7506,0.8735,492.45,0.0889,0.7749,0.5761,0.8053,high 835,Tanzania,2020,remote,Infrastructure,Junior,59.53,1040756,0.2265,804974,0.2425,195206,34,0.7017,0.8012,204.85,0.0544,0.6687,0.425,0.5685,moderate 836,Senegal,2019,rural,Education,Junior,15.76,326521,0.1721,270318,0.356,96225,33,0.6926,0.7969,233.47,0.0668,0.5927,0.4005,0.5973,moderate 837,South Africa,2018,urban,Infrastructure,Junior,59.11,3097460,0.127,2704200,0.6655,1799711,43,0.5904,0.8247,602.81,0.0918,0.858,0.7069,0.7723,high 838,Nigeria,2022,remote,Health,Mid_Level,218.92,4499894,0.2423,3409546,0.2022,689396,21,0.5759,0.7789,280.03,0.0523,0.7198,0.3803,0.5193,moderate 839,Ghana,2025,capital,Social_Services,Director,34.71,951860,0.1258,832081,0.5233,435413,42,0.6839,0.7387,809.92,0.055,0.6331,0.4645,0.6749,high 840,Botswana,2020,capital,Education,Senior,2.45,122136,0.0663,114037,0.7761,88508,70,0.8195,0.8791,956.76,0.0751,0.8553,0.6711,0.887,high 841,Senegal,2021,urban,Health,Junior,16.62,413330,0.0938,374552,0.47,176030,38,0.5565,0.7084,231.56,0.0602,0.6191,0.4238,0.6496,moderate 842,Uganda,2019,capital,Health,Junior,41.86,320980,0.1981,257379,0.3367,86669,22,0.6017,0.7799,270.81,0.0482,0.6757,0.3716,0.5614,moderate 843,South Africa,2024,capital,Security,Mid_Level,62.0,3436128,0.0926,3117913,0.7376,2299860,68,0.7695,0.8229,399.97,0.0733,0.95,0.6264,0.8623,high 844,DRC,2023,rural,Security,Mid_Level,101.74,630758,0.3385,417261,0.1419,59191,14,0.6334,0.6456,151.19,0.072,0.3884,0.2179,0.3933,low 845,Ghana,2023,capital,Health,Mid_Level,33.3,904248,0.1042,810056,0.5926,480031,40,0.6987,0.7179,245.51,0.0524,0.6006,0.3344,0.6733,high 846,South Africa,2019,capital,Agriculture,Junior,59.58,2936879,0.1218,2579258,0.7073,1824299,75,0.8324,0.7677,624.04,0.0914,0.9469,0.659,0.8596,high 847,Tanzania,2021,urban,Justice,Mid_Level,61.31,996393,0.1141,882699,0.3555,313797,22,0.5647,0.8089,210.86,0.0557,0.596,0.4073,0.587,moderate 848,Tanzania,2022,urban,ICT,Executive,63.15,1251833,0.1555,1057140,0.3843,406269,28,0.5847,0.7927,803.1,0.0532,0.56,0.4174,0.5938,moderate 849,Rwanda,2023,capital,Infrastructure,Junior,13.67,446132,0.0548,421681,0.5665,238867,80,0.8425,0.9063,527.68,0.0944,0.8593,0.6235,0.8621,high 850,DRC,2025,capital,Social_Services,Junior,108.36,647529,0.1929,522591,0.2409,125913,14,0.4781,0.6063,108.67,0.0541,0.3763,0.2361,0.4492,low 851,Rwanda,2018,urban,Finance,Junior,12.14,340085,0.0821,312166,0.6218,194115,89,0.8316,0.8681,618.08,0.0912,0.95,0.5899,0.8916,high 852,Tanzania,2025,rural,Social_Services,Mid_Level,69.01,1422271,0.1805,1165579,0.3123,364011,30,0.6632,0.7877,203.61,0.0564,0.629,0.4397,0.583,moderate 853,Rwanda,2023,rural,Justice,Mid_Level,13.67,365853,0.1063,326976,0.4875,159407,81,0.9218,0.9348,457.76,0.0871,0.9209,0.6383,0.844,high 854,Tanzania,2019,capital,Education,Mid_Level,57.79,928593,0.1198,817330,0.4399,359508,25,0.6639,0.7415,187.42,0.0718,0.7173,0.4256,0.618,moderate 855,Rwanda,2024,capital,Justice,Junior,14.0,418610,0.0585,394102,0.7051,277875,63,0.6963,0.7836,566.18,0.0735,0.915,0.6064,0.8388,high 856,DRC,2024,urban,Administration,Junior,105.0,555127,0.2258,429766,0.1871,80401,11,0.5032,0.7002,121.23,0.0536,0.3843,0.1757,0.4288,low 857,Uganda,2019,urban,Health,Junior,41.86,378886,0.2016,302498,0.4027,121804,19,0.6377,0.7293,196.63,0.0673,0.5641,0.3848,0.5521,moderate 858,Tanzania,2024,rural,Infrastructure,Junior,67.0,1052255,0.2211,819609,0.2628,215383,23,0.5451,0.8112,289.55,0.059,0.7388,0.3284,0.5463,moderate 859,DRC,2025,capital,Education,Junior,108.36,747482,0.2611,552292,0.24,132524,9,0.5001,0.6434,107.24,0.0485,0.4083,0.2091,0.4255,low 860,Senegal,2025,urban,Education,Mid_Level,18.49,369442,0.1191,325443,0.4947,160986,26,0.5711,0.8052,250.83,0.0608,0.6934,0.4125,0.6403,moderate 861,Tanzania,2018,rural,Administration,Junior,56.11,895244,0.1997,716436,0.3003,215164,25,0.6071,0.7805,250.67,0.0514,0.5699,0.3902,0.5507,moderate 862,Botswana,2025,urban,Education,Director,2.64,114787,0.0885,104625,0.6074,63552,77,0.8566,0.9,1118.89,0.078,0.8195,0.7708,0.8663,high 863,South Africa,2018,urban,Security,Junior,59.11,3006029,0.0978,2711964,0.6544,1774785,77,0.791,0.9333,387.87,0.0766,0.95,0.7479,0.8914,high 864,Nigeria,2020,rural,Administration,Senior,208.37,4327995,0.1808,3545422,0.272,964471,32,0.6281,0.7107,328.37,0.0574,0.6491,0.3824,0.5626,moderate 865,Ethiopia,2021,capital,Social_Services,Mid_Level,117.0,1254976,0.19,1016490,0.3042,309220,15,0.5783,0.6689,134.25,0.0505,0.3672,0.1614,0.4692,low 866,DRC,2021,urban,Security,Junior,95.53,595805,0.2325,457271,0.2069,94609,13,0.481,0.6296,112.18,0.0652,0.3548,0.2358,0.4296,low 867,Uganda,2025,rural,Education,Mid_Level,50.57,353953,0.2894,251510,0.2612,65706,18,0.5424,0.7951,305.53,0.0605,0.6462,0.4401,0.5159,moderate 868,South Africa,2024,rural,Education,Mid_Level,62.0,3638285,0.1374,3138499,0.4523,1419525,44,0.6575,0.8963,409.11,0.0813,0.7835,0.7534,0.7269,high 869,Kenya,2024,urban,Security,Junior,55.0,2124358,0.1026,1906320,0.5068,966097,67,0.658,0.8718,401.53,0.087,0.7927,0.5411,0.7827,high 870,Kenya,2021,remote,Education,Mid_Level,51.68,1818737,0.1791,1493085,0.2922,436297,54,0.8128,0.8215,481.82,0.0924,0.8643,0.619,0.6848,high 871,Nigeria,2020,rural,Administration,Mid_Level,208.37,4321936,0.2008,3454262,0.2664,920106,24,0.533,0.6924,273.11,0.0513,0.5692,0.3812,0.5253,moderate 872,Tanzania,2019,capital,Health,Junior,57.79,1051806,0.1359,908845,0.483,438997,31,0.648,0.8111,252.96,0.0632,0.6328,0.3724,0.6365,moderate 873,Uganda,2020,capital,Social_Services,Junior,43.2,363705,0.1925,293694,0.3897,114452,16,0.5519,0.7265,322.83,0.0646,0.6932,0.4025,0.5578,moderate 874,Kenya,2023,rural,Health,Junior,53.87,1609930,0.1265,1406283,0.4629,650968,55,0.72,0.9224,401.67,0.0664,0.95,0.7547,0.7804,high 875,Tanzania,2023,capital,ICT,Senior,65.05,1231956,0.1095,1097001,0.4385,481051,32,0.6959,0.7592,380.13,0.0647,0.6555,0.3868,0.6304,moderate 876,Rwanda,2018,capital,Justice,Junior,12.14,315364,0.0781,290741,0.6953,202151,52,0.6681,0.8948,475.28,0.079,0.8988,0.5726,0.8157,high 877,Tanzania,2023,capital,Infrastructure,Junior,65.05,1011587,0.1056,904744,0.4852,438979,21,0.5452,0.6957,285.33,0.0587,0.7365,0.4263,0.618,moderate 878,Uganda,2022,rural,Health,Director,46.01,418465,0.2294,322454,0.27,87064,18,0.5801,0.7906,789.93,0.0561,0.6877,0.4346,0.536,moderate 879,Rwanda,2019,urban,Security,Senior,12.43,428984,0.0617,402517,0.547,220161,59,0.6597,0.8422,920.34,0.0784,0.95,0.6179,0.8019,high 880,Botswana,2020,rural,Security,Junior,2.45,123932,0.1175,109366,0.4525,49489,66,0.804,0.8274,603.14,0.0811,0.9012,0.7433,0.7873,high 881,Rwanda,2021,urban,Health,Junior,13.04,379074,0.0659,354077,0.6164,218261,58,0.6713,0.8604,430.7,0.0845,0.95,0.5983,0.8165,high 882,Kenya,2018,urban,Health,Mid_Level,48.55,1814649,0.099,1634910,0.5631,920654,66,0.6727,0.9146,590.04,0.0774,0.8152,0.5605,0.8058,high 883,Ethiopia,2025,urban,Administration,Mid_Level,129.15,1532008,0.231,1178051,0.2616,308119,14,0.6291,0.616,150.35,0.0719,0.3376,0.2025,0.439,low 884,South Africa,2019,urban,ICT,Senior,59.58,3560114,0.106,3182830,0.6517,2074154,50,0.7839,0.7975,594.28,0.0644,0.8232,0.5693,0.7703,high 885,Nigeria,2018,remote,Justice,Junior,198.33,4303633,0.2543,3209101,0.2533,812998,26,0.6157,0.7322,203.15,0.0621,0.6989,0.4405,0.5385,moderate 886,Ethiopia,2020,rural,Justice,Junior,114.15,1193869,0.2794,860249,0.1907,164087,13,0.4847,0.662,132.37,0.067,0.4076,0.1917,0.4196,low 887,Senegal,2025,rural,Infrastructure,Junior,18.49,424868,0.1567,358271,0.3511,125790,38,0.7332,0.8174,269.53,0.0712,0.7302,0.3204,0.6213,moderate 888,Mozambique,2023,capital,Education,Junior,32.13,319697,0.1441,273616,0.2585,70741,12,0.5728,0.7006,155.84,0.0588,0.3619,0.2282,0.4727,low 889,Kenya,2018,remote,Security,Mid_Level,48.55,1493697,0.1271,1303778,0.3162,412213,49,0.7675,0.8742,479.57,0.0712,0.9047,0.5624,0.6976,high 890,Tanzania,2023,rural,Social_Services,Junior,65.05,1093121,0.2097,863930,0.3079,265991,30,0.6252,0.8064,209.17,0.0576,0.7078,0.3413,0.5754,moderate 891,Kenya,2024,urban,Health,Junior,55.0,2123099,0.105,1900106,0.5356,1017749,40,0.61,0.8012,569.92,0.0709,0.8325,0.5284,0.7139,high 892,Ethiopia,2022,rural,Security,Mid_Level,119.93,1640367,0.2908,1163358,0.2305,268122,16,0.4936,0.6903,126.08,0.0637,0.3526,0.195,0.4332,low 893,Mozambique,2025,urban,Health,Junior,33.89,337643,0.2275,260826,0.2685,70022,22,0.5802,0.6358,100.66,0.0532,0.4176,0.1664,0.469,low 894,Kenya,2019,rural,Agriculture,Junior,49.57,1841325,0.1263,1608697,0.4602,740393,58,0.6232,0.8,427.39,0.0865,0.9125,0.7143,0.7612,high 895,Botswana,2022,urban,Health,Junior,2.52,110186,0.09,100267,0.7767,77879,56,0.7601,0.7909,564.13,0.0644,0.95,0.5624,0.8316,high 896,Mozambique,2019,rural,Education,Mid_Level,28.88,272282,0.3176,185817,0.1754,32600,18,0.6328,0.6713,107.24,0.0613,0.3412,0.2037,0.4147,low 897,Ghana,2021,rural,Social_Services,Junior,31.94,698364,0.1606,586175,0.3677,215553,34,0.6605,0.7508,315.49,0.0578,0.5686,0.3683,0.5931,moderate 898,Senegal,2022,urban,Education,Junior,17.07,403176,0.1334,349406,0.4371,152711,26,0.5896,0.7278,323.5,0.0591,0.685,0.4662,0.6152,moderate 899,Botswana,2023,capital,Agriculture,Junior,2.56,112585,0.0934,102066,0.6991,71350,66,0.686,0.7954,531.05,0.088,0.9473,0.6056,0.841,high 900,Tanzania,2018,urban,Infrastructure,Senior,56.11,1052514,0.1592,884972,0.4344,384424,24,0.6196,0.7871,477.8,0.0581,0.6789,0.3828,0.603,moderate 901,Ghana,2023,remote,Administration,Junior,33.3,758613,0.2314,583059,0.2837,165431,46,0.6458,0.8022,277.57,0.0527,0.5772,0.4324,0.5994,moderate 902,DRC,2019,rural,Infrastructure,Mid_Level,89.7,501955,0.401,300656,0.1664,50028,14,0.6008,0.6609,151.66,0.062,0.3923,0.1819,0.3829,low 903,DRC,2020,rural,Education,Mid_Level,92.57,630853,0.3278,424032,0.1372,58158,13,0.4708,0.6873,121.85,0.0598,0.3981,0.2013,0.3979,low 904,Rwanda,2020,capital,Finance,Senior,12.73,340202,0.0625,318942,0.5947,189680,71,0.6978,0.8943,571.56,0.0853,0.8466,0.6428,0.8436,high 905,Nigeria,2019,rural,Administration,Junior,203.29,4618449,0.1953,3716359,0.3174,1179626,33,0.575,0.7417,185.17,0.0647,0.6337,0.4627,0.5839,moderate 906,DRC,2020,remote,Health,Mid_Level,92.57,523396,0.3665,331550,0.1027,34065,13,0.5078,0.6595,154.52,0.0556,0.3356,0.1714,0.3662,low 907,Kenya,2018,urban,Justice,Junior,48.55,1518775,0.0998,1367169,0.5379,735376,54,0.8092,0.8145,503.75,0.0898,0.95,0.7154,0.7832,high 908,Mozambique,2024,rural,Infrastructure,Mid_Level,33.0,349567,0.2871,249211,0.1806,45002,21,0.5378,0.6052,108.85,0.0541,0.4091,0.1785,0.4254,low 909,Mozambique,2023,rural,Health,Junior,32.13,323418,0.2939,228377,0.1815,41447,15,0.5256,0.5974,85.81,0.0714,0.3428,0.17,0.4003,low 910,Tanzania,2024,rural,Finance,Mid_Level,67.0,1363377,0.1552,1151800,0.2688,309616,32,0.6809,0.8241,222.09,0.0707,0.6195,0.4344,0.5874,moderate 911,DRC,2025,capital,Education,Mid_Level,108.36,717222,0.1863,583622,0.2586,150943,10,0.5248,0.6292,149.63,0.0511,0.3987,0.1718,0.4445,low 912,Uganda,2025,rural,Education,Junior,50.57,390164,0.2425,295562,0.2848,84162,23,0.5792,0.7829,243.68,0.0511,0.5735,0.3722,0.5301,moderate 913,Ghana,2022,capital,Infrastructure,Junior,32.62,863195,0.0909,784759,0.5409,424496,27,0.5771,0.6773,245.36,0.0664,0.572,0.4376,0.6326,moderate 914,Ethiopia,2022,rural,Agriculture,Junior,119.93,1529955,0.3269,1029829,0.2254,232083,12,0.5733,0.6043,119.67,0.0481,0.3541,0.2105,0.4017,low 915,Senegal,2024,capital,Infrastructure,Mid_Level,18.0,447368,0.1071,399474,0.4398,175668,26,0.6286,0.7073,314.25,0.0701,0.7375,0.3669,0.6147,moderate 916,Rwanda,2023,rural,Health,Junior,13.67,374074,0.0956,338315,0.4962,167861,90,0.8067,0.8551,407.68,0.0729,0.7912,0.6871,0.8512,high 917,Rwanda,2023,rural,Administration,Junior,13.67,440061,0.0861,402184,0.4203,169018,75,0.6919,0.7916,431.33,0.0681,0.95,0.595,0.7943,high 918,Senegal,2022,remote,Agriculture,Junior,17.07,423861,0.168,352643,0.2256,79556,33,0.6182,0.7945,181.3,0.0628,0.6911,0.4755,0.5827,moderate 919,Botswana,2019,capital,Administration,Mid_Level,2.41,93555,0.0651,87460,0.8,69968,70,0.7953,0.9146,422.33,0.0691,0.9411,0.7494,0.915,high 920,Kenya,2020,rural,Health,Junior,50.61,1984821,0.1067,1772950,0.3566,632301,61,0.7133,0.8324,589.96,0.0698,0.95,0.6015,0.745,high 921,Uganda,2018,rural,Education,Senior,40.56,365287,0.2872,260382,0.2461,64091,18,0.6394,0.7429,421.74,0.0679,0.6066,0.3391,0.4908,low 922,Nigeria,2022,rural,Education,Mid_Level,218.92,4759731,0.1974,3820155,0.2879,1099749,34,0.6905,0.8181,197.14,0.0693,0.7017,0.4323,0.5937,moderate 923,Ghana,2020,capital,Infrastructure,Junior,31.29,732876,0.1311,636769,0.4892,311479,47,0.6888,0.8007,217.54,0.0632,0.661,0.4679,0.69,high 924,Rwanda,2019,capital,Administration,Junior,12.43,388107,0.0554,366610,0.5721,209720,79,0.8286,0.8624,492.1,0.0878,0.95,0.5917,0.8602,high 925,Tanzania,2020,urban,Justice,Junior,59.53,1128328,0.1356,975326,0.4133,403150,32,0.6306,0.7463,215.05,0.0604,0.6037,0.455,0.6172,moderate 926,Botswana,2021,capital,Education,Mid_Level,2.49,125862,0.0721,116781,0.6959,81264,63,0.8575,0.9087,394.9,0.0836,0.95,0.7197,0.8667,high 927,Mozambique,2021,rural,Agriculture,Junior,30.47,264076,0.2548,196797,0.1626,31998,16,0.6196,0.6948,86.45,0.0497,0.4099,0.2,0.4322,low 928,Kenya,2019,rural,Education,Junior,49.57,1864879,0.1314,1619741,0.4028,652474,58,0.8223,0.7708,538.3,0.071,0.9029,0.6302,0.7318,high 929,Uganda,2021,capital,Social_Services,Junior,44.58,398082,0.1582,335092,0.4297,144004,23,0.5717,0.7806,293.0,0.0596,0.6355,0.4124,0.5973,moderate 930,Uganda,2022,urban,Justice,Junior,46.01,362876,0.197,291403,0.4097,119392,19,0.5297,0.7015,278.42,0.0588,0.6283,0.3527,0.554,moderate 931,Kenya,2025,urban,Agriculture,Junior,56.15,1734274,0.0781,1598747,0.5492,878090,51,0.6501,0.8244,351.88,0.0752,0.806,0.5534,0.7549,high 932,Ethiopia,2018,rural,Administration,Mid_Level,108.65,1145852,0.3516,742990,0.2377,176591,14,0.4906,0.6787,153.23,0.0667,0.4045,0.2089,0.4197,low 933,Senegal,2025,capital,Health,Senior,18.49,363393,0.0961,328472,0.4665,153224,27,0.5215,0.7599,352.78,0.0612,0.6119,0.4706,0.6323,moderate 934,Ghana,2022,remote,Education,Junior,32.62,884196,0.2375,674199,0.2369,159689,40,0.6919,0.6969,257.88,0.0538,0.5557,0.4587,0.5558,moderate 935,South Africa,2021,rural,Security,Executive,60.54,3148660,0.155,2660696,0.4374,1163677,64,0.7529,0.8889,1827.81,0.0682,0.95,0.7353,0.7825,high 936,Rwanda,2020,rural,Infrastructure,Senior,12.73,369397,0.1022,331630,0.3789,125640,60,0.8026,0.8299,540.8,0.0694,0.8859,0.7067,0.7529,high 937,Kenya,2020,rural,Social_Services,Junior,50.61,1931075,0.1072,1724073,0.4054,698986,39,0.5679,0.776,381.43,0.0907,0.9219,0.7663,0.7073,high 938,Tanzania,2022,rural,Education,Mid_Level,63.15,1097655,0.2167,859802,0.3291,282967,22,0.6092,0.7707,259.38,0.051,0.68,0.4479,0.5615,moderate 939,Kenya,2020,urban,Health,Director,50.61,1563940,0.0835,1433387,0.5374,770329,62,0.793,0.7662,1012.67,0.088,0.8837,0.5268,0.7745,high 940,Uganda,2025,capital,Infrastructure,Junior,50.57,433364,0.1866,352500,0.378,133236,24,0.6691,0.7972,237.23,0.0586,0.7254,0.3255,0.5825,moderate 941,South Africa,2018,capital,Social_Services,Junior,59.11,2930805,0.1119,2602867,0.6355,1654125,52,0.701,0.8038,647.72,0.0692,0.95,0.6422,0.7907,high 942,Rwanda,2019,capital,Infrastructure,Junior,12.43,343334,0.0795,316026,0.648,204785,94,0.7877,0.7962,528.81,0.0726,0.824,0.5446,0.8834,high 943,Ethiopia,2018,rural,Education,Executive,108.65,1179849,0.2769,853168,0.2002,170799,15,0.6223,0.6935,338.87,0.0578,0.4284,0.16,0.4312,low 944,Rwanda,2022,capital,Finance,Junior,13.35,387536,0.0777,357410,0.6624,236736,93,0.9313,0.8247,498.07,0.0765,0.95,0.5688,0.9042,high 945,Mozambique,2025,rural,Agriculture,Mid_Level,33.89,344450,0.2868,245651,0.1959,48124,14,0.5698,0.6311,129.87,0.0611,0.3525,0.2188,0.4141,low 946,DRC,2021,rural,Security,Mid_Level,95.53,615999,0.2966,433301,0.1378,59694,13,0.5083,0.5999,93.45,0.0555,0.4475,0.1726,0.3948,low 947,Senegal,2020,remote,ICT,Junior,16.18,396598,0.1617,332467,0.2692,89494,23,0.5754,0.7121,280.6,0.0484,0.6432,0.4315,0.5486,moderate 948,Nigeria,2018,remote,Education,Junior,198.33,3639876,0.2456,2745976,0.2128,584414,30,0.6447,0.74,239.05,0.0668,0.6112,0.4196,0.5309,moderate 949,Ethiopia,2025,urban,Agriculture,Director,129.15,1563653,0.2626,1153096,0.2697,310992,15,0.5283,0.5855,389.52,0.0538,0.4454,0.2122,0.4429,low 950,Nigeria,2025,remote,Agriculture,Executive,235.75,5093138,0.265,3743453,0.2449,916685,24,0.5086,0.7135,960.98,0.0535,0.6527,0.4253,0.5198,moderate 951,DRC,2023,remote,ICT,Senior,101.74,632473,0.3706,398098,0.1326,52773,9,0.4799,0.6263,187.95,0.0644,0.3331,0.2222,0.3625,low 952,Uganda,2019,urban,Education,Junior,41.86,361036,0.1543,305329,0.325,99217,16,0.6111,0.8226,273.93,0.0622,0.7296,0.3608,0.5651,moderate 953,Botswana,2018,urban,Education,Mid_Level,2.38,105598,0.0818,96959,0.6836,66279,62,0.6612,0.9123,560.38,0.0653,0.8051,0.5451,0.8273,high 954,Kenya,2018,capital,Health,Senior,48.55,1866656,0.0935,1692098,0.6455,1092203,59,0.7887,0.9162,854.55,0.0876,0.95,0.6647,0.8344,high 955,Tanzania,2019,capital,Finance,Junior,57.79,937098,0.0997,843636,0.4106,346412,34,0.6129,0.7111,235.52,0.0552,0.6839,0.4215,0.6299,moderate 956,Ethiopia,2018,rural,Health,Mid_Level,108.65,1474253,0.3419,970175,0.1896,183980,17,0.6179,0.6974,102.69,0.0588,0.3574,0.1619,0.411,low 957,Ghana,2023,urban,Education,Senior,33.3,831438,0.1509,705948,0.5445,384422,45,0.7358,0.6909,277.13,0.07,0.5794,0.3826,0.6607,high 958,Kenya,2022,capital,Education,Mid_Level,52.76,1769564,0.0899,1610421,0.5445,876800,52,0.6388,0.8681,384.86,0.0703,0.95,0.5811,0.777,high 959,Kenya,2023,capital,Education,Junior,53.87,2100869,0.0805,1931654,0.576,1112694,53,0.6876,0.8993,647.13,0.0809,0.8968,0.6092,0.7919,high 960,South Africa,2025,urban,Health,Director,62.5,3770260,0.1166,3330562,0.6142,2045605,66,0.8394,0.8498,1123.11,0.0736,0.8627,0.5507,0.8082,high 961,Kenya,2024,capital,Education,Senior,55.0,1869621,0.0771,1725465,0.7079,1221479,40,0.7362,0.7756,711.09,0.0842,0.8745,0.659,0.7774,high 962,Ghana,2019,rural,Health,Senior,30.64,785366,0.1668,654378,0.3154,206370,37,0.6604,0.7149,414.96,0.0498,0.5932,0.438,0.59,moderate 963,Rwanda,2019,capital,Security,Mid_Level,12.43,322841,0.0572,304386,0.6446,196209,79,0.8047,0.875,576.8,0.0944,0.869,0.5624,0.8688,high 964,DRC,2020,capital,Education,Senior,92.57,529936,0.1925,427905,0.2356,100809,15,0.5076,0.6861,214.92,0.0576,0.404,0.1946,0.461,low 965,Ghana,2020,urban,Health,Mid_Level,31.29,859444,0.1163,759496,0.5105,387708,31,0.5543,0.7745,195.12,0.0668,0.6055,0.451,0.6479,moderate 966,Uganda,2020,urban,Justice,Mid_Level,43.2,314592,0.2155,246800,0.3404,83999,17,0.5537,0.7611,266.48,0.0681,0.6581,0.3558,0.5393,moderate 967,Botswana,2020,capital,Security,Junior,2.45,113734,0.0814,104471,0.8,83576,50,0.6376,0.9196,521.67,0.0786,0.95,0.7547,0.863,high 968,Nigeria,2020,remote,Health,Executive,208.37,3748366,0.238,2856424,0.2057,587511,35,0.733,0.7195,895.37,0.0547,0.5827,0.446,0.5402,moderate 969,South Africa,2018,remote,Administration,Junior,59.11,3160341,0.2388,2405558,0.3881,933671,67,0.658,0.7766,588.21,0.076,0.95,0.7122,0.7375,high 970,Tanzania,2021,capital,Education,Senior,61.31,1047733,0.1016,941233,0.497,467759,29,0.6236,0.7994,355.01,0.0716,0.7197,0.3649,0.6497,moderate 971,Nigeria,2020,urban,Security,Mid_Level,208.37,4195510,0.1868,3411587,0.4254,1451397,35,0.6704,0.7527,181.31,0.0638,0.6778,0.34,0.6118,moderate 972,Rwanda,2024,urban,Education,Senior,14.0,400264,0.0793,368529,0.6218,229168,54,0.6994,0.8029,614.81,0.085,0.7766,0.772,0.7959,high 973,Botswana,2021,capital,Administration,Mid_Level,2.49,115726,0.0845,105942,0.8,84753,52,0.6191,0.9339,352.67,0.0867,0.9403,0.6637,0.8594,high 974,Botswana,2024,remote,Health,Mid_Level,2.6,124608,0.1356,107712,0.4185,45080,65,0.6835,0.9102,632.88,0.0672,0.95,0.5759,0.7724,high 975,South Africa,2018,capital,Social_Services,Junior,59.11,2785506,0.1166,2460788,0.6823,1678944,47,0.6323,0.9001,536.98,0.0883,0.8002,0.6391,0.7879,high 976,Rwanda,2024,capital,Health,Junior,14.0,399005,0.0587,375565,0.7444,279580,74,0.8218,0.7856,533.01,0.0818,0.95,0.6272,0.882,high 977,Botswana,2024,urban,Agriculture,Director,2.6,121390,0.0956,109779,0.7638,83851,84,0.7628,0.7983,1287.86,0.0959,0.9073,0.606,0.8981,high 978,Nigeria,2022,capital,Health,Junior,218.92,3758261,0.1524,3185337,0.4435,1412686,24,0.5982,0.7235,233.95,0.0556,0.5533,0.4301,0.5896,moderate 979,Kenya,2018,capital,Education,Junior,48.55,1526094,0.0789,1405749,0.5759,809625,38,0.7245,0.8169,378.58,0.0807,0.8072,0.721,0.7446,high 980,Tanzania,2018,urban,Administration,Junior,56.11,919520,0.1442,786953,0.458,360456,25,0.6268,0.6978,271.21,0.0541,0.6721,0.3342,0.5963,moderate 981,Ethiopia,2022,urban,Security,Mid_Level,119.93,1589451,0.2639,1169948,0.2825,330525,16,0.4825,0.7027,128.33,0.0581,0.3823,0.2206,0.4603,low 982,Tanzania,2024,rural,Infrastructure,Junior,67.0,1367196,0.1947,1100975,0.295,324802,28,0.6358,0.782,257.98,0.069,0.7201,0.3908,0.5735,moderate 983,DRC,2019,rural,Security,Mid_Level,89.7,601260,0.2813,432124,0.1461,63112,14,0.6293,0.6404,97.87,0.0581,0.3849,0.2016,0.4059,low 984,Botswana,2020,urban,Security,Mid_Level,2.45,115596,0.0839,105900,0.6527,69123,61,0.8447,0.8322,531.84,0.0807,0.95,0.616,0.8261,high 985,Nigeria,2021,rural,Health,Mid_Level,213.58,4143292,0.2508,3104127,0.3327,1032809,21,0.6435,0.7805,259.14,0.0537,0.5816,0.4205,0.5403,moderate 986,Botswana,2021,rural,Education,Mid_Level,2.49,103458,0.124,90627,0.4316,39110,63,0.6782,0.868,445.02,0.0887,0.8048,0.6646,0.7615,high 987,Senegal,2022,capital,Health,Junior,17.07,387737,0.1195,341420,0.4379,149513,37,0.6855,0.7754,252.42,0.0712,0.6503,0.4541,0.6489,moderate 988,Mozambique,2020,remote,ICT,Director,29.66,279205,0.3825,172402,0.1234,21266,19,0.5487,0.6706,284.2,0.0482,0.3586,0.1634,0.3855,low 989,Botswana,2021,rural,Security,Senior,2.49,122200,0.1116,108565,0.5001,54293,67,0.6789,0.8667,849.08,0.0836,0.95,0.5509,0.7947,high 990,Tanzania,2024,capital,Administration,Junior,67.0,1203102,0.1226,1055634,0.4065,429125,24,0.5398,0.7605,311.95,0.0556,0.6516,0.4579,0.606,moderate 991,Kenya,2021,rural,Finance,Junior,51.68,1622666,0.1071,1448880,0.4299,622894,62,0.6662,0.9197,457.66,0.0776,0.95,0.753,0.794,high 992,Tanzania,2022,urban,Health,Junior,63.15,1232473,0.1289,1073637,0.4238,454975,22,0.5842,0.7278,250.54,0.0617,0.7457,0.464,0.6089,moderate 993,Tanzania,2023,capital,Administration,Senior,65.05,1306708,0.1222,1147072,0.3936,451544,31,0.6031,0.7267,350.43,0.0614,0.6175,0.4304,0.6092,moderate 994,Rwanda,2023,urban,Health,Director,13.67,399290,0.0741,369714,0.5927,219121,68,0.8124,0.7674,1530.13,0.0673,0.95,0.6833,0.8281,high 995,DRC,2018,rural,Education,Director,86.92,561478,0.3369,372292,0.1527,56854,15,0.5881,0.6518,281.63,0.0558,0.414,0.207,0.4013,low 996,Ethiopia,2024,rural,Agriculture,Mid_Level,126.0,1631124,0.284,1167879,0.23,268566,13,0.5839,0.7011,139.37,0.0562,0.4141,0.1766,0.4332,low 997,South Africa,2018,rural,Social_Services,Junior,59.11,3553424,0.1561,2998570,0.5249,1573950,70,0.8738,0.9067,642.2,0.0841,0.8355,0.6213,0.7989,high 998,Tanzania,2024,capital,Administration,Junior,67.0,1342027,0.1224,1177765,0.4814,567017,34,0.6211,0.7795,209.01,0.0672,0.7124,0.3672,0.6496,moderate 999,Ghana,2018,urban,Health,Senior,30.01,696572,0.1484,593227,0.5713,338935,46,0.7044,0.7151,444.13,0.0648,0.743,0.3804,0.6904,high 1000,Uganda,2018,remote,Social_Services,Junior,40.56,346459,0.2521,259121,0.1984,51404,20,0.5594,0.7117,216.23,0.0589,0.6009,0.3946,0.4929,low 1001,Ghana,2022,rural,Security,Junior,32.62,702671,0.1904,568913,0.4047,230214,48,0.7874,0.7701,309.14,0.0588,0.706,0.4729,0.657,high 1002,Senegal,2024,urban,Education,Junior,18.0,380207,0.1279,331562,0.4853,160894,28,0.6508,0.7319,258.67,0.0569,0.6542,0.4368,0.6282,moderate 1003,Rwanda,2023,rural,Education,Mid_Level,13.67,378005,0.0999,340246,0.4477,152324,83,0.9348,0.8168,603.59,0.074,0.9242,0.7353,0.8329,high 1004,Senegal,2023,remote,Social_Services,Junior,17.53,442610,0.222,344334,0.2444,84145,24,0.5609,0.8004,317.63,0.068,0.6299,0.329,0.5315,moderate 1005,Botswana,2022,urban,Health,Junior,2.52,101746,0.0778,93827,0.7387,69306,62,0.7338,0.8667,638.04,0.0882,0.9498,0.7134,0.8665,high 1006,Uganda,2023,rural,Infrastructure,Mid_Level,47.48,375456,0.2414,284816,0.2421,68959,20,0.5676,0.7619,249.98,0.0506,0.6188,0.3802,0.5144,moderate 1007,Mozambique,2023,urban,Health,Junior,32.13,321034,0.1765,264377,0.257,67940,18,0.6464,0.6702,86.23,0.0571,0.4243,0.1808,0.4762,low 1008,DRC,2025,rural,Health,Junior,108.36,729407,0.4021,436147,0.173,75448,10,0.5835,0.6139,111.69,0.0647,0.4449,0.1951,0.3738,low 1009,Rwanda,2021,capital,Finance,Junior,13.04,433234,0.0544,409671,0.6913,283194,64,0.7506,0.8129,470.02,0.0815,0.9485,0.7645,0.8624,high 1010,DRC,2020,rural,Administration,Junior,92.57,616247,0.3975,371291,0.1723,63959,12,0.5845,0.6475,127.0,0.0714,0.3609,0.2234,0.3793,low 1011,Tanzania,2022,capital,Security,Senior,63.15,1160218,0.1398,997986,0.4192,418379,33,0.6601,0.7955,323.92,0.0587,0.7299,0.3281,0.6275,moderate 1012,Botswana,2021,rural,Justice,Senior,2.49,119924,0.1386,103298,0.4989,51539,72,0.8702,0.8843,570.93,0.0757,0.9244,0.7162,0.8168,high 1013,Nigeria,2022,rural,Social_Services,Junior,218.92,4530841,0.2148,3557628,0.2865,1019178,29,0.625,0.7976,244.15,0.0499,0.6475,0.4541,0.5702,moderate 1014,Tanzania,2022,urban,Administration,Junior,63.15,1077730,0.1351,932112,0.429,399862,32,0.5448,0.7938,283.08,0.0695,0.7281,0.4444,0.6398,moderate 1015,Rwanda,2019,urban,Administration,Mid_Level,12.43,377372,0.0882,344098,0.668,229865,85,0.9363,0.7844,577.26,0.0949,0.7869,0.578,0.8616,high 1016,Nigeria,2024,urban,Health,Junior,230.0,4357202,0.1462,3720061,0.4776,1776725,32,0.6723,0.677,239.13,0.0556,0.7186,0.4726,0.6335,moderate 1017,South Africa,2021,remote,Health,Junior,60.54,3473006,0.1883,2818914,0.3953,1114393,49,0.7577,0.7993,409.13,0.0783,0.95,0.6722,0.7064,high 1018,Tanzania,2023,capital,Health,Junior,65.05,1283151,0.1102,1141706,0.4144,473089,28,0.6274,0.7366,175.65,0.0588,0.6966,0.3576,0.6119,moderate 1019,Botswana,2023,capital,Administration,Director,2.56,98065,0.0771,90506,0.7294,66018,81,0.8341,0.8689,1026.88,0.0665,0.95,0.6814,0.9091,high 1020,Botswana,2024,rural,Security,Mid_Level,2.6,131531,0.1318,114198,0.5565,63547,87,0.8235,0.8869,556.42,0.0696,0.9473,0.6313,0.8646,high 1021,Botswana,2021,capital,Justice,Mid_Level,2.49,112972,0.0676,105331,0.7616,80217,51,0.6701,0.8283,615.03,0.0773,0.9369,0.7474,0.8437,high 1022,Uganda,2021,remote,Health,Junior,44.58,313291,0.3227,212199,0.2218,47055,24,0.6185,0.7167,314.67,0.0593,0.6046,0.478,0.5005,moderate 1023,DRC,2021,urban,Health,Junior,95.53,626361,0.2503,469610,0.2438,114477,9,0.5546,0.6786,128.73,0.0607,0.3992,0.2152,0.4341,low 1024,DRC,2024,urban,Finance,Mid_Level,105.0,594886,0.2196,464236,0.2445,113504,9,0.493,0.6654,89.57,0.0488,0.339,0.1699,0.4294,low 1025,Tanzania,2021,rural,Education,Junior,61.31,1136853,0.1702,943389,0.2853,269155,25,0.5715,0.7333,176.67,0.0693,0.7431,0.458,0.5714,moderate 1026,Ghana,2018,rural,Agriculture,Junior,30.01,847789,0.1866,689623,0.3253,224311,47,0.6108,0.7432,198.85,0.0516,0.7412,0.4115,0.6289,moderate 1027,Uganda,2020,rural,Administration,Director,43.2,390486,0.2929,276119,0.2708,74783,20,0.654,0.6934,500.8,0.0584,0.6078,0.4185,0.5011,moderate 1028,Kenya,2025,urban,Infrastructure,Junior,56.15,2087813,0.0794,1922028,0.4945,950515,56,0.7316,0.8343,450.2,0.0657,0.95,0.6296,0.7769,high 1029,Senegal,2021,remote,Security,Junior,16.62,382818,0.1612,321108,0.2267,72792,37,0.5753,0.717,309.71,0.0657,0.7337,0.4611,0.5859,moderate 1030,DRC,2020,rural,Education,Mid_Level,92.57,530169,0.269,387565,0.137,53094,13,0.4831,0.6629,145.76,0.0658,0.3799,0.1767,0.4046,low 1031,Nigeria,2025,rural,Finance,Director,235.75,4311892,0.2052,3427300,0.2754,943772,23,0.574,0.7799,564.59,0.0646,0.7095,0.4604,0.559,moderate 1032,Tanzania,2018,rural,Health,Mid_Level,56.11,971119,0.2002,776739,0.2662,206767,29,0.5468,0.7005,267.17,0.0561,0.6897,0.4296,0.556,moderate 1033,Nigeria,2022,rural,Social_Services,Director,218.92,3827352,0.216,3000605,0.3353,1006059,24,0.5537,0.715,652.12,0.0568,0.6824,0.4176,0.5571,moderate 1034,Botswana,2023,capital,Justice,Mid_Level,2.56,102498,0.069,95425,0.7041,67187,85,0.7962,0.7684,392.49,0.065,0.8835,0.7273,0.8976,high 1035,Rwanda,2021,rural,Health,Mid_Level,13.04,424842,0.1078,379024,0.483,183081,64,0.7562,0.8801,400.55,0.0901,0.8585,0.5443,0.7761,high 1036,Botswana,2024,rural,Administration,Senior,2.6,109226,0.1242,95654,0.5739,54900,57,0.7221,0.9197,571.39,0.0937,0.9068,0.7522,0.8088,high 1037,Nigeria,2022,rural,Justice,Junior,218.92,4546170,0.2456,3429581,0.3547,1216448,38,0.6805,0.77,257.87,0.0626,0.6719,0.3268,0.5876,moderate 1038,Ethiopia,2018,rural,Education,Junior,108.65,1183885,0.3294,793906,0.237,188135,16,0.6394,0.6999,99.69,0.0517,0.3563,0.1677,0.4243,low 1039,Senegal,2022,urban,Administration,Mid_Level,17.07,359639,0.1354,310949,0.5198,161635,38,0.7091,0.8216,265.07,0.0691,0.5651,0.4087,0.6617,high 1040,Senegal,2022,capital,Health,Junior,17.07,352250,0.0828,323084,0.4877,157565,39,0.6784,0.7761,179.73,0.0681,0.581,0.3684,0.6601,high 1041,Rwanda,2022,remote,ICT,Senior,13.35,428098,0.1274,373560,0.3439,128459,58,0.6813,0.9324,965.83,0.0743,0.8393,0.5797,0.7309,high 1042,Kenya,2021,capital,Security,Junior,51.68,1593603,0.0765,1471684,0.6759,994766,46,0.678,0.8766,586.56,0.0738,0.95,0.5944,0.8008,high 1043,Ghana,2023,urban,Administration,Executive,33.3,900980,0.1469,768590,0.4459,342730,40,0.6003,0.7165,1013.69,0.0658,0.6932,0.4591,0.6475,moderate 1044,Tanzania,2022,remote,Administration,Senior,63.15,1044528,0.2339,800206,0.2339,187150,34,0.5428,0.7241,339.53,0.0549,0.7119,0.3272,0.5475,moderate 1045,Ghana,2020,rural,Finance,Junior,31.29,808209,0.1695,671201,0.4166,279633,43,0.77,0.703,289.24,0.0612,0.6914,0.3948,0.6333,moderate 1046,Ethiopia,2019,capital,Social_Services,Senior,111.37,1201094,0.2074,952008,0.3343,318210,15,0.5293,0.6995,195.38,0.0653,0.4078,0.2177,0.4867,low 1047,Nigeria,2019,remote,Education,Senior,203.29,4545547,0.2784,3280164,0.2409,790193,22,0.5767,0.7667,280.92,0.0507,0.7462,0.3732,0.5226,moderate 1048,Ghana,2020,urban,Security,Mid_Level,31.29,850348,0.1266,742668,0.4277,317668,37,0.5615,0.799,192.05,0.0532,0.6422,0.3512,0.637,moderate 1049,Tanzania,2022,urban,ICT,Junior,63.15,1162938,0.1508,987544,0.3557,351240,29,0.6833,0.7931,315.28,0.0653,0.6293,0.4673,0.6023,moderate 1050,Mozambique,2019,rural,Justice,Senior,28.88,324937,0.2242,252093,0.1999,50392,14,0.6026,0.6761,145.59,0.068,0.3855,0.2035,0.4392,low 1051,Senegal,2025,rural,Agriculture,Junior,18.49,369993,0.1226,324644,0.3162,102638,29,0.6216,0.7785,201.9,0.0624,0.7313,0.3496,0.5958,moderate 1052,Nigeria,2023,capital,Infrastructure,Mid_Level,224.39,3860466,0.1307,3355959,0.5211,1748673,25,0.6401,0.7668,199.55,0.0658,0.6563,0.3379,0.6245,moderate 1053,DRC,2025,rural,Justice,Junior,108.36,579393,0.3684,365926,0.1641,60061,10,0.5799,0.6506,109.1,0.0669,0.4037,0.2006,0.3819,low 1054,Mozambique,2024,rural,Administration,Senior,33.0,315960,0.265,232221,0.2129,49436,22,0.5335,0.6207,165.36,0.0691,0.44,0.2242,0.4515,low 1055,South Africa,2020,rural,Health,Junior,60.06,3066068,0.1618,2569825,0.4765,1224557,50,0.638,0.9016,372.86,0.0798,0.8258,0.6031,0.7318,high 1056,Senegal,2020,rural,Finance,Junior,16.18,391355,0.1261,341986,0.3594,122907,28,0.6887,0.6758,258.5,0.0629,0.6651,0.4504,0.5912,moderate 1057,Rwanda,2018,urban,Social_Services,Senior,12.14,364110,0.0774,335945,0.6482,217743,87,0.9467,0.9085,711.49,0.0848,0.9054,0.5507,0.8921,high 1058,Nigeria,2024,rural,Health,Mid_Level,230.0,4300679,0.1738,3553142,0.322,1144029,34,0.6393,0.6758,261.53,0.0482,0.7331,0.3628,0.583,moderate 1059,Ethiopia,2024,capital,Health,Mid_Level,126.0,1629304,0.2307,1253428,0.314,393544,13,0.4766,0.6609,111.36,0.0698,0.3877,0.2212,0.4633,low 1060,DRC,2024,capital,Finance,Senior,105.0,615722,0.2298,474205,0.2602,123384,10,0.6039,0.6366,190.05,0.0559,0.3932,0.1639,0.4338,low 1061,Tanzania,2018,urban,Education,Mid_Level,56.11,869991,0.1202,765439,0.3655,279780,26,0.5581,0.6956,264.64,0.0659,0.6861,0.3642,0.5857,moderate 1062,Uganda,2024,rural,Agriculture,Junior,49.0,361684,0.2495,271460,0.2396,65028,25,0.5655,0.6978,197.74,0.0511,0.6383,0.3205,0.5106,moderate 1063,Rwanda,2022,capital,Infrastructure,Director,13.35,444889,0.0693,414078,0.6391,264635,83,0.9376,0.8482,949.48,0.0885,0.7764,0.7188,0.8767,high 1064,Rwanda,2018,capital,Justice,Mid_Level,12.14,371057,0.0758,342924,0.7243,248367,73,0.9099,0.8258,401.45,0.0911,0.887,0.7474,0.8819,high 1065,Nigeria,2018,capital,Health,Mid_Level,198.33,4361473,0.1345,3774641,0.4105,1549617,27,0.5803,0.7715,272.82,0.0505,0.6344,0.4228,0.6079,moderate 1066,Senegal,2020,urban,Agriculture,Junior,16.18,305870,0.1008,275032,0.4955,136278,28,0.6703,0.745,245.94,0.0665,0.6272,0.3582,0.629,moderate 1067,South Africa,2018,rural,Finance,Senior,59.11,3092819,0.1542,2616025,0.4398,1150420,49,0.765,0.7812,930.96,0.0649,0.9161,0.5352,0.7062,high 1068,DRC,2024,urban,Agriculture,Director,105.0,658209,0.2196,513682,0.2336,119991,11,0.4646,0.6483,356.25,0.0583,0.4202,0.2164,0.4419,low 1069,Kenya,2021,urban,Security,Junior,51.68,1629637,0.0877,1486671,0.6367,946512,45,0.6259,0.7877,366.55,0.0953,0.92,0.7097,0.7809,high 1070,Botswana,2024,urban,Social_Services,Director,2.6,125485,0.0957,113479,0.6724,76308,81,0.7224,0.8924,1146.5,0.0821,0.95,0.6773,0.8933,high 1071,Ghana,2018,rural,Administration,Mid_Level,30.01,831708,0.1899,673800,0.4035,271846,33,0.6271,0.8022,311.56,0.0515,0.5879,0.3755,0.6026,moderate 1072,Nigeria,2024,remote,Agriculture,Junior,230.0,4329172,0.3,3030474,0.2233,676699,22,0.5531,0.796,249.02,0.0521,0.6135,0.4726,0.5138,moderate 1073,Ethiopia,2021,urban,Health,Junior,117.0,1536592,0.2457,1158985,0.2805,325055,18,0.5515,0.6974,86.27,0.0563,0.4315,0.2321,0.4746,low 1074,Botswana,2024,rural,Social_Services,Mid_Level,2.6,108373,0.116,95800,0.5233,50128,71,0.8746,0.8456,403.4,0.0709,0.95,0.5223,0.8034,high 1075,Senegal,2024,capital,Education,Senior,18.0,385024,0.1138,341209,0.4393,149907,33,0.6476,0.8086,283.56,0.0561,0.6811,0.4768,0.651,high 1076,Uganda,2024,rural,Infrastructure,Mid_Level,49.0,434169,0.2893,308582,0.2836,87506,26,0.6728,0.6921,218.9,0.0714,0.6587,0.3482,0.5181,moderate 1077,Ethiopia,2022,rural,Social_Services,Senior,119.93,1244531,0.2885,885440,0.1781,157682,18,0.516,0.6662,187.63,0.063,0.3974,0.2172,0.4288,low 1078,DRC,2023,capital,Education,Mid_Level,101.74,578451,0.2473,435385,0.2212,96314,14,0.4971,0.685,97.21,0.0607,0.369,0.211,0.4392,low 1079,DRC,2019,rural,Agriculture,Director,89.7,572390,0.3504,371805,0.1714,63729,9,0.5573,0.6358,343.88,0.0486,0.3815,0.2121,0.3825,low 1080,Ghana,2021,capital,Finance,Senior,31.94,728385,0.106,651140,0.6263,407820,46,0.5884,0.7545,277.22,0.0702,0.6386,0.3869,0.7108,high 1081,Ghana,2020,rural,Health,Senior,31.29,780134,0.1725,645587,0.4012,259019,30,0.5596,0.7381,439.38,0.0494,0.7076,0.4001,0.6037,moderate 1082,Ethiopia,2022,rural,Health,Junior,119.93,1549366,0.2837,1109837,0.2118,235037,19,0.4976,0.6435,110.01,0.0506,0.4427,0.2369,0.444,low 1083,Tanzania,2020,remote,Health,Executive,59.53,1179502,0.2046,938171,0.2249,211015,31,0.5902,0.7281,1077.38,0.0515,0.5756,0.36,0.5353,moderate 1084,Kenya,2023,urban,Infrastructure,Junior,53.87,1712385,0.1002,1540826,0.5048,777804,57,0.7063,0.8791,464.52,0.0911,0.7887,0.7523,0.7796,high 1085,Botswana,2020,capital,Agriculture,Junior,2.45,108886,0.0879,99317,0.8,79453,71,0.8964,0.8438,361.82,0.0902,0.8339,0.5658,0.8721,high 1086,Nigeria,2018,urban,Education,Junior,198.33,4077462,0.1733,3370645,0.4853,1635910,22,0.5263,0.7635,189.72,0.0569,0.6743,0.4449,0.6094,moderate 1087,Ghana,2019,rural,Security,Senior,30.64,723301,0.1848,589630,0.3915,230850,31,0.6467,0.7763,324.25,0.0588,0.6375,0.4438,0.6037,moderate 1088,Rwanda,2018,urban,Education,Mid_Level,12.14,384004,0.0756,354960,0.6082,215877,66,0.7212,0.8917,389.52,0.0887,0.95,0.75,0.8519,high 1089,Nigeria,2020,urban,Health,Director,208.37,4386649,0.1652,3661794,0.4589,1680569,26,0.6228,0.7951,471.36,0.071,0.7264,0.4741,0.6277,moderate 1090,South Africa,2024,capital,Agriculture,Junior,62.0,3536557,0.0917,3212400,0.7793,2503272,50,0.6287,0.7771,563.41,0.07,0.8275,0.5641,0.8026,high 1091,Ghana,2020,remote,Infrastructure,Junior,31.29,704850,0.1696,585316,0.2619,153319,28,0.5252,0.6904,222.78,0.066,0.5656,0.4286,0.5461,moderate 1092,Botswana,2022,rural,Education,Senior,2.52,125998,0.14,108356,0.5454,59098,52,0.803,0.9035,620.55,0.0693,0.95,0.5605,0.7679,high 1093,Botswana,2024,urban,Security,Junior,2.6,124899,0.0886,113830,0.7688,87517,54,0.6321,0.7984,373.57,0.0954,0.807,0.5722,0.8127,high 1094,Ethiopia,2024,urban,Education,Mid_Level,126.0,1466079,0.2501,1099428,0.2979,327479,13,0.5682,0.6976,110.24,0.0657,0.3802,0.2034,0.4574,low 1095,Uganda,2023,capital,Finance,Junior,47.48,405485,0.1752,334425,0.3698,123653,16,0.636,0.7223,216.31,0.0504,0.6651,0.3625,0.5497,moderate 1096,Uganda,2024,rural,Health,Mid_Level,49.0,360463,0.2031,287235,0.2693,77355,18,0.6406,0.761,206.38,0.0715,0.6591,0.3465,0.5262,moderate 1097,Botswana,2022,remote,Finance,Junior,2.52,112243,0.1341,97194,0.3364,32697,70,0.8722,0.8901,378.86,0.0768,0.7749,0.6001,0.7466,high 1098,Botswana,2023,capital,Social_Services,Mid_Level,2.56,121120,0.0904,110166,0.7899,87016,83,0.9089,0.8614,439.17,0.0735,0.95,0.534,0.91,high 1099,DRC,2025,urban,Security,Junior,108.36,738575,0.2053,586962,0.2051,120363,14,0.5183,0.6208,148.71,0.0679,0.3439,0.2064,0.4331,low 1100,South Africa,2019,capital,Agriculture,Junior,59.58,3129028,0.096,2828616,0.7765,2196522,61,0.6804,0.9225,596.87,0.0725,0.95,0.5896,0.865,high 1101,Ethiopia,2020,urban,Health,Mid_Level,114.15,1393359,0.2553,1037646,0.2638,273696,12,0.5248,0.604,152.12,0.0652,0.4247,0.2198,0.4372,low 1102,Uganda,2019,capital,Finance,Senior,41.86,317851,0.135,274927,0.4087,112370,18,0.5794,0.6772,376.99,0.0574,0.7242,0.4355,0.581,moderate 1103,South Africa,2018,rural,Social_Services,Mid_Level,59.11,3536039,0.179,2903230,0.4285,1244130,55,0.6876,0.8508,636.11,0.0837,0.8589,0.7648,0.7399,high 1104,Kenya,2023,capital,Administration,Junior,53.87,1894575,0.0833,1736753,0.7033,1221464,45,0.646,0.8772,615.98,0.0677,0.8308,0.7665,0.8088,high 1105,Senegal,2024,urban,Education,Mid_Level,18.0,416647,0.1162,368245,0.4955,182467,24,0.653,0.6837,307.15,0.049,0.5774,0.3488,0.6,moderate 1106,Ethiopia,2019,urban,Security,Senior,111.37,1346211,0.2234,1045513,0.2705,282807,17,0.5016,0.6241,136.47,0.0531,0.4001,0.1701,0.4549,low 1107,South Africa,2018,rural,Health,Mid_Level,59.11,2993519,0.1849,2440005,0.4971,1213024,44,0.7562,0.8354,439.47,0.0855,0.95,0.5988,0.7182,high 1108,Uganda,2020,capital,Agriculture,Director,43.2,336950,0.2013,269106,0.3521,94763,26,0.6816,0.7782,478.5,0.0558,0.5692,0.4163,0.568,moderate 1109,Mozambique,2025,urban,Health,Junior,33.89,346108,0.2072,274407,0.2365,64907,20,0.5083,0.666,114.65,0.0511,0.4057,0.2138,0.4692,low 1110,Ghana,2021,rural,Infrastructure,Junior,31.94,907299,0.1978,727799,0.3198,232780,47,0.7449,0.691,252.9,0.0488,0.6673,0.4693,0.6153,moderate 1111,Rwanda,2020,urban,Education,Mid_Level,12.73,416661,0.067,388749,0.6102,237229,68,0.8294,0.8843,559.64,0.0761,0.9371,0.6893,0.8511,high 1112,Botswana,2023,urban,Social_Services,Junior,2.56,99910,0.1045,89467,0.5959,53317,83,0.86,0.9212,519.49,0.0903,0.95,0.6565,0.8792,high 1113,Senegal,2020,capital,Education,Director,16.18,331991,0.111,295155,0.5005,147716,29,0.7068,0.682,655.78,0.0591,0.5674,0.3543,0.6144,moderate 1114,Uganda,2023,capital,Social_Services,Mid_Level,47.48,334361,0.1537,282978,0.3475,98348,26,0.61,0.6754,256.44,0.0596,0.6779,0.3256,0.5651,moderate 1115,DRC,2018,urban,Security,Mid_Level,86.92,486818,0.2234,378072,0.2263,85551,8,0.5411,0.6401,101.21,0.0605,0.3569,0.2051,0.423,low 1116,Rwanda,2019,urban,Infrastructure,Junior,12.43,385425,0.0832,353369,0.6828,241271,61,0.679,0.8168,617.23,0.077,0.8559,0.7127,0.8318,high 1117,Ghana,2018,urban,Finance,Mid_Level,30.01,802372,0.1172,708350,0.521,369038,38,0.5804,0.8073,288.19,0.0701,0.693,0.3592,0.6723,high 1118,South Africa,2021,urban,Health,Junior,60.54,3059739,0.0959,2766163,0.7105,1965392,47,0.6882,0.8984,531.34,0.0694,0.9423,0.717,0.8218,high 1119,Ethiopia,2024,urban,Health,Mid_Level,126.0,1387608,0.2453,1047262,0.3014,315680,17,0.6477,0.661,149.11,0.0634,0.3528,0.2239,0.4634,low 1120,Ghana,2023,remote,Education,Junior,33.3,912811,0.1733,754636,0.2839,214247,38,0.5872,0.6998,296.53,0.0484,0.6981,0.4372,0.5912,moderate 1121,Tanzania,2023,urban,Health,Senior,65.05,1039398,0.1264,907969,0.4541,412279,23,0.5485,0.821,281.83,0.0519,0.638,0.446,0.621,moderate 1122,Senegal,2025,rural,ICT,Junior,18.49,421272,0.128,367350,0.3738,137304,41,0.6248,0.7992,269.54,0.0504,0.67,0.4762,0.6484,moderate 1123,Rwanda,2020,capital,ICT,Junior,12.73,374072,0.0729,346796,0.6757,234336,66,0.6723,0.9057,495.01,0.0855,0.95,0.5246,0.849,high 1124,Kenya,2024,rural,Administration,Junior,55.0,1822448,0.1341,1577987,0.4691,740295,68,0.7527,0.8567,401.17,0.0862,0.95,0.7276,0.8,high 1125,DRC,2020,remote,Health,Mid_Level,92.57,564517,0.4261,323956,0.1261,40835,12,0.4785,0.6084,122.32,0.0647,0.3917,0.1884,0.3542,low 1126,Tanzania,2018,rural,Infrastructure,Mid_Level,56.11,1000600,0.1675,833045,0.2717,226308,19,0.6119,0.7158,219.78,0.0718,0.6277,0.4017,0.5339,moderate 1127,Rwanda,2021,capital,Health,Senior,13.04,388005,0.0731,359637,0.7454,268056,52,0.7452,0.7852,731.08,0.0911,0.793,0.7773,0.8229,high 1128,Kenya,2022,urban,Health,Mid_Level,52.76,1843796,0.0837,1689398,0.5704,963566,37,0.7451,0.8215,494.07,0.0891,0.95,0.751,0.7575,high 1129,Senegal,2025,capital,Education,Mid_Level,18.49,351181,0.1095,312710,0.4251,132917,41,0.7075,0.7598,239.34,0.0717,0.6961,0.4492,0.6599,high 1130,Senegal,2024,capital,Health,Junior,18.0,414439,0.1058,370592,0.473,175296,42,0.5865,0.7915,247.13,0.0581,0.5575,0.4364,0.6649,high 1131,Kenya,2024,urban,Infrastructure,Mid_Level,55.0,1848565,0.0989,1665799,0.5607,934007,64,0.8056,0.7838,589.88,0.0748,0.95,0.6769,0.8057,high 1132,South Africa,2018,rural,Health,Senior,59.11,3553927,0.1721,2942420,0.4726,1390632,63,0.7359,0.7792,942.98,0.0745,0.8589,0.5697,0.7424,high 1133,South Africa,2025,remote,Education,Junior,62.5,3615729,0.1933,2916720,0.4003,1167440,74,0.858,0.7803,560.64,0.0956,0.8754,0.7492,0.7662,high 1134,Kenya,2021,remote,Security,Junior,51.68,1797276,0.1291,1565188,0.3022,472967,65,0.6989,0.9266,379.98,0.0853,0.95,0.6901,0.7588,high 1135,Tanzania,2025,remote,Security,Senior,69.01,1067772,0.2243,828288,0.2045,169407,32,0.6615,0.7672,472.1,0.0501,0.7385,0.3361,0.5476,moderate 1136,Botswana,2020,urban,Education,Mid_Level,2.45,119343,0.0998,107433,0.6204,66648,54,0.6198,0.8484,391.26,0.0742,0.95,0.7667,0.8141,high 1137,Senegal,2024,capital,Agriculture,Junior,18.0,381238,0.0979,343917,0.5655,194497,35,0.5954,0.7714,317.78,0.0494,0.7116,0.3547,0.6768,high 1138,Mozambique,2019,remote,Health,Mid_Level,28.88,253075,0.3519,164028,0.1455,23864,21,0.6405,0.6741,111.4,0.052,0.4059,0.1998,0.4126,low 1139,Uganda,2018,remote,Education,Junior,40.56,363598,0.3247,245534,0.2086,51226,17,0.5517,0.7718,212.64,0.0648,0.5981,0.3535,0.4744,low 1140,Senegal,2018,urban,Education,Senior,15.34,344557,0.0988,310519,0.467,144997,27,0.5944,0.8082,424.33,0.0636,0.6074,0.3399,0.6255,moderate 1141,Kenya,2024,urban,Security,Executive,55.0,1837405,0.1059,1642882,0.5821,956349,44,0.5853,0.8697,1757.14,0.0863,0.95,0.6384,0.7684,high 1142,Uganda,2022,rural,Finance,Senior,46.01,321241,0.3004,224751,0.2236,50256,18,0.6077,0.6877,321.49,0.0517,0.6936,0.4126,0.4896,low 1143,Botswana,2018,urban,Education,Director,2.38,94415,0.0917,85760,0.6827,58545,70,0.8868,0.823,1436.57,0.0783,0.95,0.6151,0.8527,high 1144,DRC,2019,capital,Health,Director,89.7,584772,0.2011,467146,0.236,110268,13,0.5276,0.6422,339.31,0.0535,0.3931,0.1768,0.4445,low 1145,Senegal,2018,rural,Security,Executive,15.34,305201,0.1657,254632,0.3775,96129,35,0.7289,0.8242,1180.97,0.072,0.6745,0.3995,0.6215,moderate 1146,Kenya,2025,rural,Health,Junior,56.15,1824294,0.1439,1561768,0.3827,597702,46,0.6879,0.7779,638.37,0.0797,0.8255,0.5904,0.683,high 1147,Nigeria,2024,rural,Finance,Junior,230.0,5152944,0.2329,3952846,0.3324,1313986,29,0.7049,0.7815,238.54,0.0711,0.7272,0.4384,0.5812,moderate 1148,Rwanda,2024,urban,Infrastructure,Junior,14.0,432019,0.0717,401057,0.5731,229850,95,0.7915,0.9061,434.44,0.0649,0.7845,0.6316,0.8904,high 1149,Nigeria,2021,urban,Security,Mid_Level,213.58,3725797,0.1479,3174645,0.3778,1199293,22,0.5365,0.7801,279.4,0.0687,0.7,0.4057,0.59,moderate 1150,Tanzania,2020,capital,Security,Junior,59.53,991183,0.1466,845876,0.3941,333370,19,0.6537,0.7209,234.01,0.0499,0.6313,0.4756,0.5782,moderate 1151,Mozambique,2023,rural,Education,Junior,32.13,332046,0.2424,251558,0.1677,42174,20,0.6443,0.7022,144.58,0.0607,0.4238,0.2341,0.4524,low 1152,Ghana,2018,urban,Education,Executive,30.01,847048,0.1412,727419,0.4699,341778,47,0.5908,0.7032,1070.12,0.067,0.7248,0.3681,0.6644,high 1153,Senegal,2021,urban,Health,Senior,16.62,347808,0.0998,313110,0.4451,139376,37,0.7201,0.7073,301.34,0.0707,0.6599,0.3785,0.6388,moderate 1154,Botswana,2019,remote,Security,Junior,2.41,95288,0.1293,82965,0.3461,28711,51,0.6469,0.7849,463.32,0.0796,0.8978,0.7356,0.7128,high 1155,Ethiopia,2020,remote,Administration,Director,114.15,1238700,0.3301,829773,0.1618,134253,11,0.4764,0.5946,319.11,0.0673,0.3618,0.2347,0.3843,low 1156,Botswana,2024,capital,Finance,Junior,2.6,131573,0.086,120255,0.7907,95086,74,0.7447,0.9237,626.83,0.0877,0.9015,0.5323,0.8931,high 1157,Botswana,2018,capital,Agriculture,Senior,2.38,121397,0.0682,113115,0.6984,78996,49,0.7981,0.8978,741.32,0.0824,0.927,0.5861,0.816,high 1158,Botswana,2019,capital,Education,Mid_Level,2.41,102357,0.0856,93597,0.7641,71513,68,0.8765,0.8198,540.58,0.064,0.95,0.6507,0.8727,high 1159,Rwanda,2019,capital,Security,Mid_Level,12.43,391545,0.0655,365891,0.6826,249749,78,0.7484,0.8532,504.38,0.0904,0.8918,0.6334,0.8798,high 1160,Kenya,2025,rural,Education,Director,56.15,1751960,0.1438,1500009,0.3765,564721,50,0.8016,0.7815,1504.84,0.0798,0.8038,0.7676,0.7075,high 1161,Kenya,2022,rural,Social_Services,Junior,52.76,1716351,0.1178,1514197,0.4204,636494,39,0.6341,0.9035,401.96,0.0864,0.8992,0.5384,0.7024,high 1162,South Africa,2019,capital,Agriculture,Junior,59.58,3463677,0.1195,3049935,0.6136,1871321,73,0.9011,0.7724,635.1,0.0729,0.95,0.5655,0.8234,high 1163,Botswana,2024,rural,ICT,Executive,2.6,102112,0.125,89344,0.4652,41563,52,0.6334,0.9242,2220.38,0.0656,0.95,0.73,0.7717,high 1164,Tanzania,2020,urban,Security,Mid_Level,59.53,1059647,0.1393,912052,0.3455,315141,27,0.5789,0.7178,215.44,0.0636,0.6362,0.3881,0.5792,moderate 1165,DRC,2019,remote,Education,Junior,89.7,488178,0.4541,266482,0.1148,30580,11,0.6052,0.6837,121.43,0.0592,0.4438,0.2365,0.3632,low 1166,Mozambique,2023,rural,Administration,Director,32.13,281056,0.3223,190478,0.1986,37829,19,0.561,0.6287,354.76,0.0637,0.355,0.2088,0.4173,low 1167,Nigeria,2019,urban,Agriculture,Mid_Level,203.29,3633049,0.132,3153404,0.3979,1254883,31,0.7048,0.7919,286.86,0.0559,0.5743,0.4627,0.6165,moderate 1168,Kenya,2022,capital,Infrastructure,Mid_Level,52.76,1746854,0.0675,1628922,0.6468,1053529,38,0.6389,0.9052,649.65,0.0758,0.779,0.6482,0.7683,high 1169,Ethiopia,2020,remote,Security,Junior,114.15,1477475,0.3442,968991,0.157,152149,18,0.5205,0.6257,147.76,0.0591,0.3687,0.163,0.3952,low 1170,Botswana,2021,urban,Finance,Junior,2.49,107496,0.0932,97474,0.767,74759,73,0.8267,0.9039,399.54,0.0736,0.7873,0.6109,0.8763,high 1171,Ghana,2025,urban,Social_Services,Junior,34.71,857360,0.1185,755751,0.4557,344390,34,0.6649,0.7485,301.65,0.0697,0.6465,0.4771,0.6439,moderate 1172,South Africa,2018,capital,Finance,Mid_Level,59.11,3175759,0.1093,2828670,0.7855,2221779,51,0.7709,0.8599,497.15,0.0736,0.8565,0.621,0.8233,high 1173,Rwanda,2024,urban,Health,Senior,14.0,440585,0.0892,401291,0.6059,243142,81,0.8189,0.8807,721.25,0.0684,0.95,0.7073,0.8795,high 1174,Mozambique,2022,rural,Security,Junior,31.29,296555,0.2284,228807,0.1662,38027,12,0.5901,0.6146,143.9,0.0697,0.3512,0.2167,0.4134,low 1175,South Africa,2021,remote,Infrastructure,Junior,60.54,3010647,0.2317,2313053,0.3222,745188,71,0.7121,0.8744,485.32,0.0673,0.8079,0.5932,0.7214,high 1176,Ghana,2024,rural,Education,Mid_Level,34.0,747231,0.1825,610852,0.396,241914,46,0.7632,0.7257,213.18,0.0695,0.581,0.3295,0.6183,moderate 1177,Ethiopia,2020,rural,Security,Executive,114.15,1312074,0.2676,960910,0.2004,192566,17,0.5193,0.7082,483.61,0.0668,0.4283,0.1983,0.4446,low 1178,South Africa,2023,urban,Social_Services,Senior,61.51,3324668,0.1062,2971571,0.7343,2181955,76,0.8329,0.9323,751.26,0.076,0.8992,0.5319,0.88,high 1179,Rwanda,2022,rural,Health,Junior,13.35,427121,0.1126,379011,0.5005,189682,63,0.829,0.7943,389.26,0.0873,0.8952,0.7264,0.7858,high 1180,Botswana,2020,capital,Infrastructure,Junior,2.45,102918,0.0679,95926,0.7084,67951,78,0.7196,0.869,525.43,0.0812,0.9057,0.6926,0.8953,high 1181,Rwanda,2024,capital,Social_Services,Junior,14.0,417747,0.0675,389545,0.5958,232074,56,0.6317,0.7713,522.08,0.069,0.95,0.7537,0.8081,high 1182,Kenya,2020,capital,Finance,Senior,50.61,1718205,0.0708,1596487,0.7147,1141056,52,0.6745,0.9169,942.33,0.0799,0.8572,0.6455,0.8288,high 1183,Mozambique,2019,rural,Education,Mid_Level,28.88,311363,0.3193,211953,0.2064,43755,13,0.5042,0.6541,102.55,0.0483,0.4198,0.1886,0.4133,low 1184,Rwanda,2018,urban,ICT,Mid_Level,12.14,326999,0.076,302136,0.673,203332,54,0.7456,0.8876,561.2,0.0688,0.95,0.6038,0.8228,high 1185,Ghana,2018,capital,Finance,Junior,30.01,813279,0.1284,708863,0.4663,330536,44,0.7736,0.6796,283.75,0.072,0.7079,0.4009,0.6573,high 1186,DRC,2025,rural,Education,Junior,108.36,652606,0.3189,444470,0.148,65790,9,0.5915,0.6767,107.86,0.0537,0.3465,0.169,0.3828,low 1187,Mozambique,2023,capital,ICT,Junior,32.13,275613,0.2047,219203,0.2696,59107,16,0.4995,0.6709,109.83,0.0678,0.4053,0.2304,0.4704,low 1188,Ghana,2022,rural,Security,Mid_Level,32.62,861546,0.179,707333,0.3101,219366,41,0.6166,0.7563,191.7,0.0486,0.5554,0.3453,0.5888,moderate 1189,Ghana,2018,capital,Infrastructure,Junior,30.01,858569,0.1258,750535,0.4881,366367,35,0.6267,0.7293,249.34,0.0641,0.6775,0.3771,0.6429,moderate 1190,Ethiopia,2023,urban,Social_Services,Director,122.93,1384285,0.2456,1044291,0.3129,326750,14,0.4872,0.6872,283.35,0.053,0.4048,0.195,0.4649,low 1191,Kenya,2018,remote,Education,Mid_Level,48.55,1784607,0.1333,1546806,0.3344,517265,57,0.7266,0.8548,636.44,0.0931,0.8041,0.6159,0.713,high 1192,Botswana,2022,remote,Social_Services,Junior,2.52,126725,0.1398,109004,0.3487,38009,71,0.7501,0.8708,472.91,0.0895,0.95,0.5903,0.7644,high 1193,Uganda,2022,rural,Health,Senior,46.01,377228,0.2167,295485,0.2887,85312,21,0.5273,0.7043,439.24,0.0705,0.6263,0.3326,0.522,moderate 1194,Botswana,2018,rural,Education,Junior,2.38,101770,0.116,89966,0.5207,46845,69,0.6978,0.8485,488.18,0.0815,0.8037,0.5599,0.7873,high 1195,Mozambique,2022,urban,Security,Junior,31.29,286663,0.2142,225256,0.2492,56135,14,0.6075,0.6411,149.89,0.0526,0.434,0.2253,0.4558,low 1196,Botswana,2018,urban,Security,Mid_Level,2.38,103478,0.1039,92730,0.7278,67484,86,0.9317,0.9039,567.69,0.0847,0.95,0.6795,0.9195,high 1197,Senegal,2018,rural,Health,Director,15.34,352349,0.1546,297888,0.3026,90149,33,0.6021,0.7763,664.15,0.06,0.6018,0.4041,0.5866,moderate 1198,Botswana,2021,rural,Administration,Senior,2.49,105834,0.0959,95687,0.5629,53862,87,0.7531,0.8816,716.32,0.0688,0.95,0.7626,0.8878,high 1199,Tanzania,2025,capital,Infrastructure,Senior,69.01,1307453,0.12,1150588,0.439,505093,19,0.5953,0.804,263.13,0.0518,0.6535,0.4098,0.6042,moderate 1200,Uganda,2020,capital,Justice,Junior,43.2,360584,0.172,298572,0.3819,114027,23,0.6266,0.7608,258.63,0.0585,0.6364,0.3986,0.5776,moderate 1201,Botswana,2021,urban,Education,Mid_Level,2.49,99568,0.1026,89350,0.7121,63626,49,0.7292,0.8265,628.93,0.094,0.95,0.6676,0.8106,high 1202,Tanzania,2025,rural,Administration,Junior,69.01,1392799,0.1967,1118773,0.274,306559,35,0.6759,0.8113,175.84,0.0613,0.6914,0.3222,0.5799,moderate 1203,Kenya,2024,rural,Education,Mid_Level,55.0,1711845,0.1423,1468195,0.4617,677872,52,0.7096,0.8333,453.6,0.0919,0.8567,0.6247,0.733,high 1204,DRC,2020,rural,Social_Services,Junior,92.57,514554,0.2828,369042,0.1401,51701,11,0.589,0.6554,87.84,0.063,0.4246,0.1915,0.4017,low 1205,South Africa,2019,rural,Health,Senior,59.58,3445880,0.1844,2810566,0.4104,1153352,45,0.756,0.8458,701.55,0.0823,0.7895,0.6874,0.6936,high 1206,Senegal,2025,rural,Finance,Director,18.49,429692,0.1244,376236,0.3498,131598,24,0.5615,0.7674,518.36,0.0489,0.673,0.3657,0.5853,moderate 1207,Uganda,2022,urban,Security,Senior,46.01,322415,0.2106,254499,0.3206,81596,20,0.5552,0.7059,279.43,0.0664,0.7073,0.4795,0.5521,moderate 1208,Kenya,2025,urban,Health,Junior,56.15,1984008,0.1081,1769478,0.5322,941667,43,0.6597,0.9169,485.5,0.0871,0.8998,0.617,0.7527,high 1209,Uganda,2021,rural,Justice,Junior,44.58,331789,0.2156,260247,0.2211,57542,17,0.5109,0.7785,297.69,0.0657,0.6935,0.4791,0.5279,moderate 1210,Ethiopia,2025,urban,Health,Junior,129.15,1733733,0.1854,1412252,0.2723,384534,15,0.5791,0.6624,140.62,0.0617,0.4311,0.1668,0.4684,low 1211,Uganda,2024,rural,Education,Executive,49.0,443712,0.2868,316433,0.2921,92431,20,0.5326,0.7024,1224.26,0.0678,0.7438,0.4557,0.5266,moderate 1212,Uganda,2023,capital,Health,Mid_Level,47.48,410361,0.146,350430,0.4386,153704,24,0.5624,0.8079,264.79,0.0656,0.6277,0.383,0.6054,moderate 1213,Rwanda,2018,urban,Justice,Director,12.14,407157,0.0631,381461,0.6872,262132,59,0.6347,0.8923,1554.41,0.0944,0.95,0.5733,0.8397,high 1214,Nigeria,2019,capital,Agriculture,Mid_Level,203.29,3589165,0.138,3093751,0.4775,1477118,34,0.6196,0.7228,274.85,0.0644,0.6052,0.3232,0.6211,moderate 1215,Nigeria,2025,rural,Education,Mid_Level,235.75,4849303,0.1786,3983299,0.2831,1127827,38,0.6536,0.7037,294.64,0.0593,0.677,0.3676,0.5812,moderate 1216,Ghana,2018,capital,ICT,Mid_Level,30.01,824880,0.0906,750175,0.5895,442215,37,0.6801,0.7287,268.13,0.0489,0.5614,0.4478,0.6775,high 1217,Senegal,2018,capital,Administration,Junior,15.34,345840,0.1145,306253,0.536,164159,24,0.6069,0.7563,227.51,0.0661,0.7405,0.3435,0.6372,moderate 1218,Senegal,2019,rural,Finance,Senior,15.76,309289,0.1234,271131,0.3526,95590,42,0.5868,0.8047,349.19,0.0484,0.652,0.3646,0.6347,moderate 1219,DRC,2023,urban,Infrastructure,Junior,101.74,670553,0.2949,472817,0.2083,98478,11,0.6228,0.6035,142.22,0.0616,0.4345,0.1834,0.4082,low 1220,Tanzania,2020,urban,Health,Junior,59.53,1230502,0.1247,1077080,0.3427,369150,23,0.5757,0.7572,185.28,0.067,0.7135,0.3541,0.5823,moderate 1221,South Africa,2024,urban,Finance,Director,62.0,3672339,0.1137,3254719,0.6412,2086941,52,0.7113,0.8809,944.5,0.0934,0.95,0.5452,0.7935,high 1222,Kenya,2024,rural,Education,Mid_Level,55.0,2132975,0.1496,1813895,0.3887,705021,57,0.8067,0.933,371.22,0.0801,0.95,0.5208,0.7393,high 1223,Mozambique,2021,rural,Infrastructure,Mid_Level,30.47,264941,0.2995,185594,0.175,32483,21,0.5699,0.5906,153.4,0.0667,0.3722,0.1816,0.4154,low 1224,Nigeria,2022,remote,Education,Director,218.92,4155559,0.2839,2975670,0.2257,671602,22,0.6649,0.6996,791.76,0.0505,0.6046,0.4673,0.5026,moderate 1225,Ghana,2023,capital,Agriculture,Junior,33.3,926035,0.0918,840995,0.5509,463285,27,0.6436,0.8154,299.66,0.0569,0.5987,0.3394,0.6484,moderate 1226,DRC,2024,capital,Security,Junior,105.0,723702,0.2248,561020,0.2374,133200,15,0.6389,0.6609,141.33,0.0632,0.3815,0.1646,0.4444,low 1227,DRC,2023,rural,Health,Junior,101.74,652976,0.2889,464317,0.1649,76582,13,0.5277,0.6186,110.86,0.0566,0.4025,0.2195,0.4065,low 1228,Botswana,2024,capital,Security,Junior,2.6,128886,0.0651,120496,0.7603,91612,69,0.7356,0.93,382.08,0.0684,0.9494,0.6537,0.8961,high 1229,Botswana,2020,urban,Health,Senior,2.45,112534,0.0792,103621,0.6645,68851,83,0.9286,0.7767,819.35,0.0689,0.8311,0.7447,0.8779,high 1230,Ghana,2025,capital,Administration,Mid_Level,34.71,939632,0.1251,822109,0.5472,449845,47,0.6262,0.7507,222.78,0.0677,0.5686,0.3894,0.6814,high 1231,DRC,2024,urban,Education,Junior,105.0,670368,0.2305,515843,0.2082,107417,12,0.6205,0.6883,97.34,0.0692,0.4303,0.2196,0.4427,low 1232,DRC,2022,capital,Security,Mid_Level,98.59,557778,0.1801,457327,0.2151,98380,12,0.4843,0.6702,143.02,0.0556,0.3411,0.1712,0.4405,low 1233,Nigeria,2020,rural,Security,Senior,208.37,4785511,0.185,3900116,0.3302,1287955,29,0.6148,0.7238,339.57,0.0642,0.6736,0.371,0.5718,moderate 1234,Ghana,2018,rural,Security,Mid_Level,30.01,638620,0.1534,540673,0.3944,213252,42,0.5699,0.7455,240.6,0.0637,0.5769,0.4194,0.6267,moderate 1235,Ethiopia,2025,urban,Education,Junior,129.15,1344015,0.2586,996500,0.3268,325654,10,0.6049,0.6076,124.42,0.0643,0.3735,0.2023,0.4408,low 1236,Botswana,2023,capital,ICT,Junior,2.56,98337,0.0923,89257,0.7329,65414,63,0.7014,0.7694,429.37,0.0766,0.9155,0.639,0.8385,high 1237,Kenya,2025,remote,Education,Director,56.15,2180600,0.1844,1778407,0.3313,589208,42,0.6069,0.9195,1255.28,0.0925,0.95,0.5753,0.6822,high 1238,Botswana,2021,remote,Health,Mid_Level,2.49,127960,0.1237,112128,0.3488,39109,69,0.856,0.8511,367.88,0.0681,0.8761,0.6039,0.7544,high 1239,Rwanda,2019,rural,Health,Senior,12.43,420225,0.106,375661,0.4532,170259,59,0.7511,0.8288,628.07,0.0827,0.7738,0.5919,0.7452,high 1240,Kenya,2023,urban,Health,Junior,53.87,1755561,0.0964,1586404,0.5779,916827,40,0.6825,0.9348,525.46,0.0809,0.9435,0.7487,0.7798,high 1241,Rwanda,2025,capital,Education,Junior,14.34,465220,0.055,439640,0.7343,322846,53,0.7339,0.8118,491.17,0.0781,0.95,0.6491,0.834,high 1242,DRC,2021,rural,Administration,Senior,95.53,613899,0.3343,408641,0.1747,71401,11,0.6142,0.6894,142.23,0.0491,0.4182,0.2149,0.4043,low 1243,Kenya,2022,remote,Infrastructure,Junior,52.76,1882617,0.1278,1642037,0.3194,524498,65,0.647,0.9087,590.58,0.0674,0.95,0.7185,0.7636,high 1244,South Africa,2021,capital,Education,Mid_Level,60.54,2964195,0.099,2670837,0.7927,2117264,68,0.8267,0.9275,351.74,0.0718,0.95,0.634,0.891,high 1245,South Africa,2018,rural,Health,Mid_Level,59.11,3191298,0.1683,2654267,0.4421,1173488,42,0.746,0.923,494.6,0.0647,0.9321,0.6021,0.7153,high 1246,Uganda,2019,capital,Health,Junior,41.86,312839,0.1906,253209,0.3895,98612,21,0.522,0.8064,183.22,0.0537,0.6737,0.4324,0.5838,moderate 1247,DRC,2024,urban,Education,Junior,105.0,642869,0.2367,490674,0.2034,99821,8,0.6036,0.5929,103.5,0.0701,0.4175,0.2063,0.413,low 1248,Mozambique,2023,capital,Social_Services,Junior,32.13,365302,0.1599,306873,0.2914,89410,18,0.5108,0.6322,140.25,0.0531,0.4442,0.1836,0.4855,low 1249,Kenya,2023,urban,Finance,Mid_Level,53.87,2023178,0.099,1822886,0.5823,1061457,55,0.6988,0.777,397.91,0.0834,0.95,0.5267,0.7726,high 1250,Ghana,2022,urban,Agriculture,Mid_Level,32.62,872989,0.1373,753097,0.5424,408465,27,0.6097,0.7143,313.19,0.0668,0.5735,0.3589,0.6191,moderate 1251,Mozambique,2021,remote,Health,Mid_Level,30.47,290145,0.3557,186949,0.1467,27418,15,0.608,0.5969,142.91,0.0531,0.4005,0.1878,0.3836,low 1252,Kenya,2022,capital,Agriculture,Junior,52.76,1777076,0.095,1608312,0.6171,992448,52,0.7338,0.8388,610.12,0.0769,0.95,0.748,0.8061,high 1253,Ghana,2021,urban,Security,Senior,31.94,723359,0.1129,641656,0.4474,287067,43,0.7152,0.7034,383.3,0.0663,0.7372,0.3486,0.6552,high 1254,DRC,2020,urban,Security,Junior,92.57,504337,0.2803,362987,0.2172,78843,9,0.5181,0.6025,110.11,0.0576,0.3446,0.1648,0.398,low 1255,Senegal,2025,remote,Health,Mid_Level,18.49,357117,0.2124,281248,0.278,78193,35,0.6617,0.7307,212.42,0.06,0.5786,0.4276,0.5641,moderate 1256,Botswana,2021,capital,Agriculture,Senior,2.49,114869,0.0793,105756,0.8,84604,47,0.7121,0.8346,612.1,0.0953,0.8837,0.6072,0.822,high 1257,Uganda,2019,remote,Social_Services,Junior,41.86,341484,0.2706,249087,0.2076,51716,22,0.5193,0.7586,311.6,0.0562,0.5624,0.4712,0.5064,moderate 1258,Kenya,2019,urban,Infrastructure,Junior,49.57,1567105,0.0799,1441929,0.4982,718375,52,0.7806,0.7865,560.19,0.0772,0.7831,0.6594,0.7468,high 1259,Tanzania,2020,rural,Education,Mid_Level,59.53,1206045,0.1659,1005941,0.3296,331582,22,0.5123,0.7039,297.24,0.0643,0.7418,0.4336,0.5691,moderate 1260,Ethiopia,2021,remote,ICT,Senior,117.0,1427899,0.4154,834767,0.141,117684,18,0.6577,0.6715,147.16,0.0515,0.4438,0.2297,0.3945,low 1261,Senegal,2023,remote,Infrastructure,Senior,17.53,346585,0.165,289391,0.2505,72499,29,0.6035,0.7947,274.52,0.0653,0.5697,0.4556,0.5656,moderate 1262,Kenya,2019,rural,Agriculture,Junior,49.57,1614012,0.1037,1446645,0.3977,575333,43,0.5986,0.8905,413.75,0.0711,0.8665,0.6403,0.7153,high 1263,Ghana,2022,rural,Agriculture,Mid_Level,32.62,789449,0.1523,669246,0.3869,258948,33,0.6983,0.7629,270.09,0.0602,0.7336,0.3875,0.6177,moderate 1264,Mozambique,2021,remote,Agriculture,Junior,30.47,282912,0.3017,197547,0.1531,30243,15,0.477,0.5875,154.44,0.0614,0.3887,0.2334,0.4007,low 1265,South Africa,2020,rural,Security,Mid_Level,60.06,3445157,0.1893,2792867,0.426,1189664,42,0.7324,0.8336,513.32,0.0711,0.95,0.7075,0.705,high 1266,Nigeria,2025,urban,ICT,Mid_Level,235.75,4886751,0.1685,4063479,0.4277,1737883,31,0.5722,0.7294,280.3,0.0489,0.6891,0.3686,0.6075,moderate 1267,Kenya,2020,rural,Education,Director,50.61,2032208,0.1239,1780441,0.4037,718758,39,0.7108,0.7927,1574.79,0.0957,0.8069,0.6976,0.6868,high 1268,Botswana,2021,urban,Health,Mid_Level,2.49,100698,0.1018,90447,0.6769,61225,72,0.8877,0.8904,512.25,0.0769,0.8997,0.6088,0.8582,high 1269,Uganda,2025,urban,Finance,Senior,50.57,388080,0.2182,303390,0.3299,100101,16,0.5858,0.7512,472.44,0.0582,0.5789,0.3728,0.5258,moderate 1270,Nigeria,2021,rural,Education,Mid_Level,213.58,4794454,0.2036,3818335,0.3262,1245490,25,0.6542,0.7155,261.97,0.0552,0.5656,0.3711,0.5441,moderate 1271,Rwanda,2019,rural,Education,Executive,12.43,372178,0.0896,338848,0.4226,143184,60,0.8141,0.7854,2448.23,0.0655,0.8553,0.5564,0.7422,high 1272,DRC,2023,rural,Administration,Junior,101.74,526358,0.3712,330991,0.1597,52866,14,0.5437,0.681,96.32,0.072,0.3518,0.2264,0.3921,low 1273,Kenya,2019,rural,Social_Services,Senior,49.57,1722371,0.1224,1511531,0.4577,691762,55,0.7462,0.8051,725.77,0.0758,0.95,0.5711,0.7442,high 1274,Rwanda,2021,rural,Infrastructure,Senior,13.04,359768,0.0984,324375,0.4369,141704,70,0.8232,0.7903,758.73,0.0684,0.9453,0.7359,0.7963,high 1275,Rwanda,2018,urban,Infrastructure,Mid_Level,12.14,317814,0.0728,294690,0.652,192149,76,0.8643,0.8269,626.03,0.0665,0.7984,0.6574,0.8544,high 1276,DRC,2021,rural,Education,Junior,95.53,616030,0.308,426284,0.1666,71034,13,0.483,0.6774,147.33,0.0676,0.3325,0.2032,0.4023,low 1277,DRC,2025,rural,Education,Junior,108.36,686233,0.3725,430641,0.1753,75495,14,0.5292,0.6635,91.31,0.0503,0.3399,0.2342,0.3926,low 1278,Uganda,2019,urban,Finance,Junior,41.86,338669,0.1514,287390,0.3446,99047,22,0.6415,0.7801,302.46,0.057,0.58,0.3842,0.5667,moderate 1279,DRC,2025,urban,Health,Director,108.36,737916,0.2166,578051,0.2318,134014,11,0.5427,0.6498,384.31,0.0524,0.4219,0.1605,0.437,low 1280,Kenya,2023,rural,Justice,Director,53.87,2028981,0.1377,1749590,0.3853,674069,68,0.7647,0.836,1251.41,0.0766,0.9356,0.6109,0.7619,high 1281,South Africa,2019,remote,Administration,Mid_Level,59.58,3595447,0.1928,2902337,0.3391,984301,75,0.8319,0.8946,473.82,0.077,0.7962,0.7714,0.765,high 1282,Uganda,2019,urban,Health,Mid_Level,41.86,323915,0.2092,256140,0.3605,92349,17,0.4846,0.7069,283.65,0.0679,0.6191,0.4057,0.5388,moderate 1283,Kenya,2019,rural,ICT,Senior,49.57,1521024,0.1228,1334195,0.4772,636698,43,0.7064,0.9246,872.94,0.0835,0.9118,0.7615,0.7521,high 1284,Tanzania,2021,remote,Finance,Senior,61.31,1241302,0.2357,948752,0.2059,195389,19,0.6294,0.7683,321.69,0.0691,0.732,0.4619,0.5247,moderate 1285,Tanzania,2022,remote,Administration,Junior,63.15,1300842,0.2355,994481,0.2459,244563,31,0.6516,0.724,179.05,0.0546,0.6862,0.4581,0.5531,moderate 1286,Mozambique,2018,urban,Security,Junior,28.12,251017,0.1679,208874,0.268,55988,19,0.638,0.6259,93.84,0.0672,0.4471,0.1888,0.48,low 1287,DRC,2024,rural,Administration,Junior,105.0,554645,0.2847,396733,0.1683,66777,14,0.5488,0.5927,88.8,0.0624,0.439,0.192,0.4079,low 1288,Tanzania,2023,urban,Administration,Senior,65.05,1065266,0.1484,907134,0.4421,401082,33,0.6491,0.7014,388.1,0.064,0.6056,0.4757,0.6193,moderate 1289,Uganda,2019,remote,Finance,Junior,41.86,339227,0.3312,226887,0.2166,49145,23,0.5199,0.814,259.8,0.0545,0.7278,0.3393,0.5077,moderate 1290,Uganda,2018,urban,Security,Mid_Level,40.56,366256,0.1711,303600,0.4101,124499,16,0.4995,0.7029,186.94,0.0585,0.7212,0.4513,0.5724,moderate 1291,Nigeria,2023,capital,Social_Services,Junior,224.39,4799668,0.1527,4066722,0.4227,1719100,30,0.6993,0.7145,282.25,0.071,0.6228,0.382,0.6002,moderate 1292,Uganda,2021,rural,Finance,Mid_Level,44.58,326942,0.3012,228458,0.2906,66390,23,0.6738,0.778,318.87,0.0519,0.5965,0.4616,0.5274,moderate 1293,Uganda,2021,urban,Justice,Mid_Level,44.58,339970,0.1813,278340,0.3477,96771,17,0.5219,0.7556,292.27,0.0581,0.6273,0.4241,0.5526,moderate 1294,Rwanda,2019,urban,Education,Mid_Level,12.43,329654,0.074,305252,0.6179,188624,90,0.9179,0.9253,553.96,0.0752,0.8368,0.5347,0.8869,high 1295,Rwanda,2020,capital,Education,Mid_Level,12.73,403994,0.0623,378820,0.6569,248839,62,0.7487,0.8517,440.39,0.0723,0.95,0.6597,0.8424,high 1296,Uganda,2022,capital,Education,Junior,46.01,419520,0.1462,358196,0.367,131452,29,0.6125,0.7228,270.15,0.0599,0.7392,0.3333,0.5934,moderate 1297,Rwanda,2024,capital,Social_Services,Senior,14.0,464002,0.0771,428247,0.6981,298948,58,0.6336,0.8229,747.78,0.0737,0.95,0.7078,0.8395,high 1298,Uganda,2025,urban,Justice,Mid_Level,50.57,463860,0.2097,366595,0.3343,122548,15,0.6387,0.7824,296.89,0.067,0.696,0.4402,0.5496,moderate 1299,Ethiopia,2025,remote,Education,Junior,129.15,1335314,0.3597,855060,0.1717,146794,18,0.5556,0.6242,120.48,0.068,0.406,0.1712,0.3994,low 1300,Rwanda,2020,urban,Infrastructure,Senior,12.73,431513,0.0635,404104,0.5509,222638,70,0.7324,0.8344,543.32,0.0661,0.95,0.5467,0.8217,high 1301,Uganda,2024,urban,Education,Junior,49.0,334759,0.1781,275151,0.3935,108262,28,0.5315,0.6796,198.82,0.0664,0.5925,0.3569,0.5707,moderate 1302,Uganda,2025,remote,Security,Junior,50.57,390119,0.2818,280199,0.2051,57455,26,0.5392,0.8097,244.42,0.0671,0.5626,0.3777,0.5113,moderate 1303,Botswana,2018,rural,Health,Junior,2.38,116045,0.1293,101039,0.5202,52561,75,0.8363,0.874,454.9,0.0649,0.8941,0.5318,0.8089,high 1304,Nigeria,2021,urban,Health,Senior,213.58,4533244,0.1613,3802253,0.4838,1839584,26,0.5609,0.7025,385.0,0.0529,0.7219,0.3687,0.6101,moderate 1305,Rwanda,2021,urban,Education,Mid_Level,13.04,413694,0.0835,379155,0.6197,234956,73,0.7799,0.8868,463.11,0.078,0.8182,0.6967,0.8511,high 1306,Nigeria,2018,remote,Health,Junior,198.33,3654532,0.2405,2775547,0.2215,614884,33,0.5707,0.7146,190.18,0.056,0.736,0.3808,0.5466,moderate 1307,DRC,2024,rural,Finance,Senior,105.0,540568,0.385,332427,0.1553,51628,10,0.6059,0.6292,231.59,0.0705,0.3628,0.1872,0.367,low 1308,South Africa,2024,capital,Security,Junior,62.0,2995785,0.1064,2676968,0.7538,2017852,68,0.7972,0.8113,474.61,0.0719,0.8491,0.604,0.8488,high 1309,Nigeria,2022,capital,Health,Mid_Level,218.92,3750237,0.1664,3126332,0.447,1397408,21,0.6514,0.765,297.61,0.0584,0.6216,0.4248,0.592,moderate 1310,DRC,2021,rural,Education,Junior,95.53,501348,0.3738,313935,0.1489,46753,15,0.5196,0.6468,106.0,0.0647,0.4261,0.199,0.3908,low 1311,South Africa,2020,rural,Education,Mid_Level,60.06,3406000,0.1449,2912572,0.4899,1426753,68,0.6834,0.8201,471.89,0.0888,0.9284,0.6369,0.7858,high 1312,Mozambique,2020,capital,Health,Junior,29.66,262530,0.1519,222643,0.2895,64445,19,0.4973,0.6622,94.5,0.0571,0.4473,0.2018,0.4961,low 1313,Ghana,2018,urban,Security,Junior,30.01,854900,0.1222,750401,0.4286,321615,38,0.6865,0.7434,314.23,0.0696,0.5796,0.3328,0.6243,moderate 1314,Nigeria,2020,rural,Agriculture,Junior,208.37,4731344,0.1938,3814334,0.3405,1298677,35,0.5629,0.7099,207.28,0.0701,0.621,0.4538,0.5881,moderate 1315,Ghana,2021,urban,Administration,Junior,31.94,857286,0.1222,752535,0.4407,331657,27,0.5548,0.7833,231.05,0.0589,0.5724,0.4197,0.6138,moderate 1316,Senegal,2024,rural,ICT,Junior,18.0,338461,0.1512,287285,0.3095,88908,36,0.7006,0.6904,312.6,0.0487,0.6867,0.3815,0.59,moderate 1317,Kenya,2023,capital,Administration,Director,53.87,1896379,0.0843,1736472,0.6492,1127380,55,0.7294,0.8652,1518.97,0.0836,0.827,0.7576,0.817,high 1318,South Africa,2019,capital,ICT,Junior,59.58,2778826,0.109,2475825,0.7709,1908630,44,0.674,0.7766,478.61,0.075,0.8109,0.7621,0.7993,high 1319,Tanzania,2023,rural,Administration,Director,65.05,1258027,0.1705,1043496,0.3199,333851,27,0.5663,0.7329,550.46,0.0592,0.7049,0.3976,0.575,moderate 1320,Mozambique,2020,capital,Social_Services,Junior,29.66,291473,0.1981,233731,0.3103,72517,18,0.5947,0.6161,151.32,0.0616,0.4157,0.1691,0.4739,low 1321,Rwanda,2023,urban,Finance,Mid_Level,13.67,446618,0.071,414888,0.6678,277082,62,0.7621,0.7907,436.77,0.0927,0.7767,0.7581,0.8263,high 1322,Ethiopia,2020,rural,Health,Mid_Level,114.15,1538061,0.3005,1075886,0.1994,214527,17,0.6042,0.6003,131.93,0.064,0.4195,0.1853,0.4177,low 1323,DRC,2021,remote,Agriculture,Mid_Level,95.53,656911,0.3746,410854,0.1134,46598,13,0.5873,0.7107,131.11,0.0555,0.378,0.1672,0.3783,low 1324,Kenya,2025,capital,Infrastructure,Junior,56.15,1749753,0.077,1614944,0.649,1048105,37,0.7386,0.9195,375.38,0.0918,0.8632,0.5376,0.7635,high 1325,Nigeria,2020,rural,Security,Junior,208.37,4441390,0.2275,3431164,0.3347,1148519,30,0.6793,0.7712,193.81,0.0674,0.6156,0.4328,0.5723,moderate 1326,Kenya,2023,urban,Health,Mid_Level,53.87,2082821,0.1073,1859365,0.5937,1103920,43,0.6349,0.8933,473.26,0.0874,0.858,0.5216,0.7511,high 1327,Kenya,2022,urban,Security,Junior,52.76,2018956,0.094,1829121,0.617,1128614,55,0.7019,0.8805,522.49,0.0803,0.95,0.5423,0.7996,high 1328,Ethiopia,2025,urban,Education,Senior,129.15,1424834,0.2642,1048354,0.2792,292677,13,0.4795,0.5904,136.28,0.0481,0.3698,0.1848,0.4303,low 1329,Botswana,2021,capital,Health,Junior,2.49,101219,0.0726,93865,0.6697,62863,62,0.8427,0.8095,400.52,0.0853,0.9075,0.5323,0.8197,high 1330,Mozambique,2024,rural,ICT,Director,33.0,338340,0.2888,240627,0.1821,43822,22,0.5973,0.6273,211.71,0.0621,0.393,0.225,0.4342,low 1331,Nigeria,2019,rural,Health,Mid_Level,203.29,3939918,0.1958,3168294,0.3058,968726,25,0.543,0.7958,209.16,0.0657,0.6912,0.3253,0.561,moderate 1332,Kenya,2025,rural,Social_Services,Senior,56.15,2014100,0.1509,1710239,0.376,642978,39,0.6962,0.815,798.7,0.0765,0.8646,0.7522,0.6877,high 1333,Tanzania,2019,capital,Security,Senior,57.79,1143987,0.11,1018204,0.4869,495735,28,0.6713,0.6853,342.8,0.0606,0.665,0.3359,0.6171,moderate 1334,Ghana,2022,rural,Education,Mid_Level,32.62,764651,0.1929,617151,0.3748,231328,38,0.7389,0.7747,216.97,0.0634,0.74,0.3238,0.6131,moderate 1335,South Africa,2023,capital,Social_Services,Mid_Level,61.51,3687285,0.1136,3268345,0.6003,1962073,60,0.8296,0.8045,374.87,0.087,0.9107,0.5324,0.7867,high 1336,Botswana,2020,urban,Security,Mid_Level,2.45,109811,0.099,98937,0.6408,63396,74,0.7644,0.8361,516.77,0.0863,0.95,0.5899,0.8499,high 1337,Uganda,2018,urban,Infrastructure,Junior,40.56,362509,0.2116,285804,0.3568,101980,21,0.5035,0.7555,264.36,0.0694,0.6502,0.3452,0.5517,moderate 1338,Nigeria,2019,capital,Administration,Senior,203.29,4461853,0.1591,3752131,0.4112,1542977,33,0.6707,0.7087,372.9,0.0639,0.7275,0.3377,0.6084,moderate 1339,Nigeria,2025,remote,Administration,Junior,235.75,4320352,0.2826,3099503,0.2215,686496,22,0.6344,0.6793,241.9,0.0707,0.6383,0.4659,0.502,moderate 1340,Nigeria,2021,urban,Health,Junior,213.58,4062660,0.1793,3334092,0.483,1610510,21,0.5136,0.7715,247.71,0.0551,0.6032,0.3559,0.5901,moderate 1341,Kenya,2022,capital,Security,Junior,52.76,1806092,0.0849,1652738,0.57,942005,64,0.7973,0.913,492.64,0.0778,0.8382,0.6617,0.8182,high 1342,Rwanda,2022,urban,Health,Junior,13.35,342174,0.0701,318177,0.6152,195726,95,0.795,0.7744,438.89,0.069,0.95,0.5215,0.8871,high 1343,South Africa,2025,rural,Infrastructure,Director,62.5,3439538,0.1911,2782166,0.4369,1215456,77,0.7305,0.8251,1576.49,0.0759,0.8308,0.5355,0.7643,high 1344,Nigeria,2019,urban,Finance,Mid_Level,203.29,4448218,0.1268,3883983,0.4729,1836741,31,0.672,0.7885,310.48,0.0502,0.6639,0.4654,0.6452,moderate 1345,Mozambique,2023,capital,Agriculture,Senior,32.13,299621,0.1887,243083,0.3095,75228,18,0.5195,0.6565,189.5,0.0577,0.411,0.1947,0.4842,low 1346,DRC,2025,rural,Social_Services,Mid_Level,108.36,590933,0.3662,374555,0.1358,50874,12,0.4745,0.6537,133.39,0.0581,0.3803,0.1698,0.3755,low 1347,South Africa,2020,urban,Social_Services,Senior,60.06,3616030,0.1006,3252399,0.6042,1964964,58,0.7631,0.8845,878.71,0.0799,0.9254,0.7697,0.8231,high 1348,DRC,2019,remote,Security,Junior,89.7,607059,0.4797,315852,0.1268,40053,9,0.4781,0.6738,91.72,0.0507,0.3783,0.1604,0.3392,critical 1349,Senegal,2023,urban,Health,Mid_Level,17.53,334007,0.0939,302634,0.4556,137881,32,0.5977,0.7683,233.1,0.0621,0.6207,0.4344,0.6412,moderate 1350,Rwanda,2022,capital,Security,Senior,13.35,348377,0.0702,323936,0.7123,230735,57,0.8157,0.8355,857.03,0.0928,0.95,0.6718,0.8405,high 1351,Tanzania,2023,urban,Education,Senior,65.05,1135130,0.1565,957509,0.3464,331698,22,0.5298,0.7541,280.62,0.0563,0.7448,0.4471,0.5848,moderate 1352,Kenya,2024,capital,Education,Mid_Level,55.0,1648738,0.0818,1513901,0.7042,1066137,39,0.736,0.7981,406.73,0.0703,0.95,0.677,0.7855,high 1353,Nigeria,2024,urban,Administration,Mid_Level,230.0,4737772,0.1734,3916260,0.4642,1817997,33,0.5597,0.805,214.13,0.0719,0.6277,0.3392,0.6226,moderate 1354,Ghana,2020,rural,Education,Senior,31.29,824953,0.1487,702246,0.3682,258597,43,0.7509,0.7342,470.5,0.0489,0.6845,0.4451,0.6355,moderate 1355,South Africa,2021,capital,Security,Junior,60.54,2873246,0.0918,2609463,0.7587,1979762,48,0.6887,0.93,577.65,0.0815,0.9177,0.5635,0.8243,high 1356,Mozambique,2021,capital,Health,Junior,30.47,314394,0.1572,264960,0.2513,66574,21,0.5178,0.6767,114.02,0.0619,0.3342,0.16,0.4769,low 1357,Ghana,2024,urban,Health,Junior,34.0,851620,0.1076,759961,0.5075,385648,38,0.6721,0.7965,236.92,0.0693,0.6451,0.3931,0.6683,high 1358,Kenya,2023,urban,Health,Executive,53.87,2135803,0.0862,1951627,0.5821,1135950,61,0.8378,0.8646,1422.73,0.0858,0.7989,0.6945,0.8055,high 1359,Uganda,2022,rural,Education,Mid_Level,46.01,381091,0.2319,292727,0.2352,68839,18,0.6334,0.7447,274.16,0.0604,0.7152,0.4014,0.5192,moderate 1360,Mozambique,2018,capital,Health,Senior,28.12,295025,0.1978,236675,0.2989,70745,21,0.6693,0.67,153.24,0.0504,0.4005,0.2217,0.4905,low 1361,Mozambique,2022,urban,Security,Junior,31.29,292845,0.2291,225752,0.2633,59442,15,0.5312,0.6593,114.45,0.0519,0.4029,0.2151,0.4568,low 1362,Uganda,2018,urban,Agriculture,Junior,40.56,308795,0.1752,254689,0.3516,89557,26,0.5984,0.824,231.42,0.0648,0.6595,0.442,0.5929,moderate 1363,DRC,2025,rural,Infrastructure,Director,108.36,734744,0.4028,438791,0.1399,61396,8,0.522,0.6803,223.11,0.057,0.3995,0.177,0.364,low 1364,Nigeria,2023,capital,Social_Services,Junior,224.39,4620619,0.1425,3962307,0.4394,1741121,28,0.6755,0.7573,183.34,0.0651,0.5881,0.3978,0.6064,moderate 1365,Rwanda,2021,urban,Health,Junior,13.04,338435,0.073,313719,0.6225,195278,81,0.7164,0.7852,548.45,0.081,0.95,0.5733,0.86,high 1366,Uganda,2018,urban,Security,Mid_Level,40.56,285418,0.1566,240724,0.3766,90646,19,0.6053,0.7192,222.22,0.053,0.7443,0.3226,0.5671,moderate 1367,DRC,2019,remote,Health,Junior,89.7,499897,0.4531,273396,0.1139,31135,14,0.5973,0.654,101.93,0.067,0.4328,0.2269,0.3643,low 1368,Ethiopia,2018,rural,Security,Director,108.65,1211280,0.3277,814374,0.2198,178999,18,0.6052,0.6958,274.72,0.0518,0.374,0.2252,0.4323,low 1369,Ethiopia,2019,rural,ICT,Senior,111.37,1405017,0.3284,943590,0.1841,173684,14,0.5613,0.6868,156.52,0.0506,0.4132,0.1994,0.4132,low 1370,Kenya,2024,urban,Social_Services,Mid_Level,55.0,2088258,0.1028,1873492,0.5319,996435,46,0.7659,0.8043,559.25,0.0686,0.95,0.5781,0.7457,high 1371,Ethiopia,2022,rural,Education,Mid_Level,119.93,1602881,0.3152,1097604,0.2387,262043,17,0.5924,0.6582,151.49,0.0606,0.3786,0.2268,0.4326,low 1372,Rwanda,2025,urban,Health,Mid_Level,14.34,461159,0.0718,428057,0.6453,276209,76,0.7561,0.872,466.68,0.0892,0.7743,0.7327,0.8649,high 1373,DRC,2020,remote,Justice,Junior,92.57,635200,0.4199,368460,0.1178,43406,14,0.6258,0.6756,154.45,0.0559,0.3587,0.1623,0.3629,low 1374,Mozambique,2020,rural,Education,Mid_Level,29.66,256451,0.2531,191540,0.2011,38524,13,0.5876,0.6842,124.95,0.0693,0.4432,0.1628,0.4327,low 1375,Ethiopia,2023,urban,Finance,Mid_Level,122.93,1569060,0.2505,1176002,0.3036,357060,17,0.5849,0.6002,85.54,0.0607,0.4152,0.1687,0.4542,low 1376,Uganda,2021,urban,Agriculture,Junior,44.58,324712,0.1515,275507,0.3384,93220,22,0.6637,0.7091,251.84,0.0616,0.6791,0.3726,0.5632,moderate 1377,Ghana,2018,remote,ICT,Junior,30.01,768488,0.1704,637508,0.2359,150398,27,0.6515,0.7091,202.67,0.0482,0.557,0.3849,0.5344,moderate 1378,Nigeria,2022,rural,Finance,Mid_Level,218.92,4710849,0.1923,3804840,0.2875,1093702,36,0.6806,0.7465,216.31,0.0513,0.5598,0.4564,0.5774,moderate 1379,Uganda,2022,capital,Health,Junior,46.01,341905,0.1713,283353,0.3782,107173,27,0.648,0.8116,304.42,0.0701,0.7436,0.3699,0.6023,moderate 1380,Kenya,2019,capital,Security,Mid_Level,49.57,1520478,0.0948,1376354,0.677,931777,56,0.71,0.7911,501.68,0.0691,0.9387,0.6006,0.8081,high 1381,Senegal,2019,urban,Agriculture,Junior,15.76,394818,0.091,358894,0.5143,184571,23,0.5417,0.8245,284.21,0.0635,0.6941,0.3853,0.6449,moderate 1382,Ghana,2024,capital,Social_Services,Director,34.0,941210,0.1227,825688,0.5708,471299,37,0.6276,0.8048,680.3,0.0584,0.7055,0.3287,0.6787,high 1383,Rwanda,2024,rural,Education,Junior,14.0,446927,0.0887,407285,0.5018,204375,52,0.6506,0.7722,584.8,0.0825,0.95,0.7703,0.7711,high 1384,Kenya,2022,capital,Health,Senior,52.76,1705423,0.0972,1539618,0.6948,1069750,56,0.7466,0.9266,865.21,0.0859,0.8925,0.6458,0.8322,high 1385,South Africa,2021,remote,Security,Senior,60.54,2762929,0.2276,2134021,0.3423,730533,68,0.6655,0.917,821.93,0.0786,0.8564,0.6009,0.7319,high 1386,Ghana,2020,capital,Finance,Mid_Level,31.29,761531,0.1211,669310,0.5329,356652,28,0.6766,0.7388,273.29,0.0703,0.7021,0.4062,0.6446,moderate 1387,Kenya,2022,rural,Social_Services,Junior,52.76,1916707,0.1444,1639873,0.4539,744260,40,0.6473,0.8531,427.34,0.0857,0.9035,0.5974,0.7054,high 1388,DRC,2020,remote,Social_Services,Senior,92.57,624381,0.496,314695,0.1167,36729,9,0.5843,0.6673,167.1,0.0714,0.3711,0.2326,0.3382,critical 1389,Rwanda,2022,capital,Social_Services,Senior,13.35,417664,0.0703,388310,0.5999,232960,62,0.6423,0.7912,676.42,0.0813,0.8092,0.665,0.8035,high 1390,Botswana,2020,capital,Administration,Executive,2.45,120535,0.0644,112769,0.8,90215,54,0.7309,0.9169,1856.23,0.0937,0.95,0.5983,0.8613,high 1391,South Africa,2018,rural,Finance,Junior,59.11,2759618,0.1894,2236916,0.4319,966163,76,0.8477,0.8161,465.12,0.0889,0.8924,0.5394,0.7662,high 1392,Ethiopia,2019,remote,Security,Mid_Level,111.37,1234352,0.3638,785338,0.1695,133129,11,0.6247,0.6968,106.89,0.0689,0.4113,0.2133,0.3959,low 1393,Rwanda,2019,remote,Finance,Senior,12.43,350599,0.1163,309816,0.3733,115644,74,0.6909,0.9071,627.25,0.0921,0.95,0.5389,0.7842,high 1394,Ethiopia,2022,remote,Administration,Mid_Level,119.93,1517070,0.3828,936295,0.1421,133058,16,0.5358,0.6289,114.24,0.0685,0.3594,0.1801,0.3781,low 1395,Mozambique,2018,capital,ICT,Junior,28.12,255528,0.2126,201207,0.241,48483,17,0.6199,0.6855,97.62,0.065,0.4043,0.214,0.4642,low 1396,Uganda,2020,rural,Infrastructure,Mid_Level,43.2,391169,0.2878,278577,0.282,78564,19,0.4989,0.7612,180.18,0.0651,0.6962,0.4101,0.5209,moderate 1397,Kenya,2019,rural,Agriculture,Mid_Level,49.57,1770191,0.105,1584360,0.446,706634,38,0.6673,0.7938,412.31,0.0715,0.7774,0.7519,0.7023,high 1398,Tanzania,2024,capital,Health,Senior,67.0,1027561,0.1217,902535,0.3853,347783,28,0.7035,0.7008,477.75,0.0688,0.7447,0.4426,0.6098,moderate 1399,Mozambique,2024,rural,Social_Services,Junior,33.0,353923,0.2826,253890,0.1625,41252,15,0.5123,0.6377,98.28,0.0546,0.3661,0.208,0.4105,low 1400,Ethiopia,2019,urban,Education,Junior,111.37,1151199,0.2645,846671,0.2689,227647,13,0.5611,0.696,116.89,0.054,0.3977,0.1986,0.4476,low 1401,DRC,2021,remote,ICT,Mid_Level,95.53,498908,0.4312,283757,0.1329,37706,15,0.5122,0.6097,94.96,0.0677,0.3888,0.187,0.362,low 1402,Senegal,2020,urban,Administration,Junior,16.18,328633,0.1229,288229,0.4762,137253,37,0.7106,0.6902,175.3,0.0492,0.6903,0.4695,0.6503,high 1403,Ghana,2020,rural,Security,Executive,31.29,775342,0.1456,662483,0.393,260331,44,0.718,0.8045,922.71,0.0646,0.604,0.3914,0.6421,moderate 1404,South Africa,2019,capital,Health,Mid_Level,59.58,3513151,0.0985,3167099,0.6871,2176104,42,0.6505,0.8128,522.26,0.0931,0.9117,0.6956,0.7848,high 1405,Mozambique,2023,capital,Education,Junior,32.13,315612,0.207,250292,0.2792,69880,17,0.5185,0.6253,151.44,0.0553,0.4171,0.1634,0.4624,low 1406,Nigeria,2019,urban,Administration,Junior,203.29,4342294,0.1366,3749336,0.4435,1662915,31,0.6468,0.7179,199.32,0.0693,0.6635,0.3539,0.6137,moderate 1407,Botswana,2021,capital,Finance,Junior,2.49,99560,0.0767,91928,0.7801,71717,84,0.887,0.8504,581.02,0.073,0.95,0.5213,0.9106,high 1408,Rwanda,2018,urban,Education,Mid_Level,12.14,379237,0.0624,355570,0.5812,206667,80,0.8725,0.9037,449.13,0.0908,0.8702,0.5218,0.8545,high 1409,Nigeria,2022,capital,Health,Junior,218.92,4809062,0.1632,4024299,0.5328,2144235,26,0.596,0.7954,222.69,0.0572,0.5988,0.4116,0.6278,moderate 1410,DRC,2023,urban,Health,Mid_Level,101.74,631818,0.2237,490496,0.2026,99361,15,0.5819,0.6624,130.06,0.0709,0.3713,0.1825,0.437,low 1411,DRC,2021,remote,Health,Junior,95.53,526463,0.4429,293286,0.122,35771,11,0.5075,0.6831,86.28,0.0657,0.3561,0.2322,0.3586,low 1412,Botswana,2021,urban,Health,Junior,2.49,118622,0.09,107948,0.7421,80107,70,0.7962,0.9109,477.41,0.0926,0.8751,0.6054,0.8727,high 1413,Tanzania,2024,capital,Health,Junior,67.0,1210379,0.1295,1053621,0.3726,392620,21,0.5494,0.7191,189.57,0.0521,0.7177,0.4321,0.5861,moderate 1414,South Africa,2020,capital,Health,Junior,60.06,3085586,0.1236,2704201,0.7532,2036804,59,0.6554,0.8765,630.8,0.0665,0.95,0.5668,0.8381,high 1415,Nigeria,2023,capital,Agriculture,Junior,224.39,4543944,0.1456,3882305,0.4846,1881521,33,0.5503,0.7805,198.19,0.0642,0.5767,0.3967,0.6317,moderate 1416,Senegal,2021,remote,Security,Junior,16.62,387613,0.1659,323316,0.2336,75522,30,0.6714,0.8166,313.65,0.0521,0.5643,0.4526,0.5661,moderate 1417,Botswana,2020,urban,ICT,Junior,2.45,106096,0.1012,95362,0.7173,68401,85,0.8732,0.8166,591.53,0.0883,0.95,0.6438,0.8984,high 1418,Tanzania,2022,urban,Education,Executive,63.15,1299529,0.1402,1117278,0.4551,508433,24,0.6586,0.7702,1130.24,0.0652,0.6765,0.4564,0.6175,moderate 1419,Nigeria,2021,rural,Education,Junior,213.58,4550075,0.231,3498958,0.3497,1223429,25,0.5201,0.7511,306.3,0.0713,0.7198,0.3984,0.5666,moderate 1420,Mozambique,2024,urban,Administration,Mid_Level,33.0,319046,0.2082,252625,0.2793,70566,15,0.4931,0.6803,152.58,0.0633,0.3482,0.2115,0.4633,low 1421,DRC,2018,urban,Health,Mid_Level,86.92,493560,0.2114,389206,0.2022,78701,13,0.5171,0.6036,123.23,0.0661,0.4286,0.1978,0.4334,low 1422,Botswana,2023,rural,Security,Mid_Level,2.56,100053,0.1077,89274,0.4722,42156,63,0.8537,0.8005,512.47,0.0957,0.9424,0.5743,0.7704,high 1423,Mozambique,2025,urban,Health,Junior,33.89,312541,0.2273,241496,0.2358,56938,21,0.5027,0.7058,87.04,0.0705,0.3401,0.2298,0.4675,low 1424,DRC,2024,rural,Health,Mid_Level,105.0,652272,0.3437,428094,0.1622,69417,15,0.6432,0.6527,90.61,0.0512,0.4158,0.2386,0.4055,low 1425,Nigeria,2021,capital,Education,Junior,213.58,4907927,0.1504,4169535,0.4143,1727640,27,0.5257,0.773,275.91,0.0494,0.6179,0.4645,0.6077,moderate 1426,Botswana,2024,urban,Infrastructure,Executive,2.6,124799,0.1042,111798,0.5982,66875,55,0.6187,0.9125,2233.08,0.0697,0.95,0.7685,0.8197,high 1427,Mozambique,2019,rural,Security,Junior,28.88,305201,0.2388,232307,0.2097,48723,21,0.655,0.6835,95.87,0.0567,0.4144,0.1859,0.4578,low 1428,Botswana,2023,urban,Health,Mid_Level,2.56,121710,0.0888,110901,0.7156,79362,64,0.8191,0.8755,522.38,0.0779,0.9198,0.5333,0.8433,high 1429,Botswana,2023,capital,Social_Services,Senior,2.56,116237,0.0893,105858,0.7872,83328,52,0.7591,0.9343,543.44,0.0718,0.9367,0.628,0.8511,high 1430,Uganda,2023,rural,Justice,Junior,47.48,373077,0.2883,265521,0.2493,66193,22,0.5036,0.7086,244.55,0.0576,0.6919,0.4179,0.5125,moderate 1431,Botswana,2025,rural,Education,Junior,2.64,131383,0.1096,116988,0.4763,55721,53,0.7532,0.8126,403.02,0.0801,0.95,0.5901,0.7501,high 1432,Senegal,2023,urban,Finance,Junior,17.53,344591,0.1058,308130,0.5097,157042,25,0.6825,0.6911,229.3,0.0626,0.7159,0.343,0.623,moderate 1433,Senegal,2019,rural,Education,Mid_Level,15.76,379946,0.1256,332221,0.3672,121989,23,0.6628,0.8213,275.12,0.0716,0.7128,0.3271,0.5951,moderate 1434,Senegal,2018,capital,Finance,Mid_Level,15.34,335623,0.1079,299395,0.4917,147198,23,0.5434,0.8239,226.88,0.0558,0.5823,0.4779,0.633,moderate 1435,Ghana,2019,rural,Health,Junior,30.64,815924,0.1771,671437,0.3837,257612,31,0.7148,0.7588,320.43,0.0519,0.6315,0.3737,0.5935,moderate 1436,Nigeria,2024,rural,Infrastructure,Junior,230.0,4151783,0.1722,3436753,0.3445,1183894,26,0.5348,0.7281,186.59,0.0715,0.6139,0.4693,0.5756,moderate 1437,Ghana,2023,rural,Finance,Mid_Level,33.3,879040,0.1351,760275,0.4085,310595,34,0.608,0.736,277.79,0.057,0.6254,0.3302,0.6093,moderate 1438,Mozambique,2021,capital,Social_Services,Junior,30.47,346772,0.1924,280043,0.3024,84678,22,0.5419,0.6587,86.93,0.0504,0.3744,0.2146,0.4902,low 1439,Ethiopia,2024,urban,Justice,Junior,126.0,1287946,0.1812,1054571,0.2933,309348,14,0.5177,0.5859,124.9,0.0676,0.3395,0.2189,0.4568,low 1440,Tanzania,2023,urban,Health,Director,65.05,1162949,0.133,1008236,0.4438,447475,32,0.6708,0.7994,484.12,0.0663,0.6165,0.4588,0.6351,moderate 1441,Tanzania,2020,capital,Finance,Senior,59.53,1071814,0.1362,925841,0.3759,348025,21,0.5951,0.7328,415.54,0.0711,0.6812,0.3868,0.5791,moderate 1442,Senegal,2022,remote,Security,Senior,17.07,353095,0.2075,279838,0.2226,62292,37,0.7222,0.81,288.73,0.0679,0.5739,0.3965,0.5648,moderate 1443,DRC,2023,rural,Education,Mid_Level,101.74,639928,0.3471,417782,0.1573,65729,13,0.5359,0.5939,122.7,0.0654,0.3665,0.1713,0.3779,low 1444,South Africa,2025,rural,Agriculture,Senior,62.5,3778133,0.164,3158437,0.4321,1364707,64,0.85,0.8823,536.81,0.0933,0.95,0.6245,0.7668,high 1445,DRC,2025,rural,Social_Services,Director,108.36,560355,0.3729,351408,0.1507,52950,14,0.6192,0.6927,350.26,0.0671,0.3662,0.1925,0.3892,low 1446,DRC,2018,remote,Security,Mid_Level,86.92,481782,0.4393,270122,0.1154,31173,15,0.621,0.6534,142.21,0.0519,0.3434,0.2105,0.3599,low 1447,Nigeria,2023,capital,Education,Mid_Level,224.39,3899206,0.1357,3369900,0.4655,1568634,37,0.6122,0.7003,176.13,0.0509,0.6989,0.3912,0.639,moderate 1448,Uganda,2019,remote,Justice,Junior,41.86,311667,0.359,199769,0.2063,41203,28,0.5342,0.7913,186.46,0.0561,0.6989,0.4338,0.5138,moderate 1449,Kenya,2018,capital,Justice,Junior,48.55,1610812,0.0734,1492612,0.5513,822823,63,0.653,0.8561,557.8,0.0658,0.9464,0.6069,0.8107,high 1450,Mozambique,2024,rural,Social_Services,Junior,33.0,361932,0.2828,259586,0.1804,46825,13,0.4803,0.6177,105.57,0.0703,0.4485,0.1715,0.4116,low 1451,Tanzania,2025,rural,Infrastructure,Director,69.01,1321813,0.1917,1068391,0.2658,284004,22,0.6606,0.7073,449.61,0.0544,0.6462,0.3811,0.5323,moderate 1452,Rwanda,2025,urban,Administration,Mid_Level,14.34,433192,0.0653,404894,0.5593,226475,91,0.9366,0.8411,622.71,0.0902,0.8041,0.6775,0.8753,high 1453,Ethiopia,2024,remote,Health,Junior,126.0,1472554,0.331,985153,0.1377,135653,16,0.5653,0.6051,126.22,0.0495,0.3763,0.2234,0.3924,low 1454,Mozambique,2025,urban,Social_Services,Senior,33.89,349777,0.2405,265661,0.2378,63174,13,0.6089,0.6488,163.42,0.0493,0.3391,0.1673,0.4298,low 1455,Botswana,2019,remote,Education,Senior,2.41,92948,0.1365,80258,0.42,33710,54,0.6696,0.9055,579.63,0.0657,0.95,0.6252,0.7492,high 1456,Senegal,2023,capital,Education,Mid_Level,17.53,405850,0.0925,368323,0.5568,205083,38,0.6621,0.7439,267.93,0.0656,0.5788,0.4564,0.6762,high 1457,Tanzania,2021,remote,ICT,Junior,61.31,1065412,0.2334,816720,0.221,180490,32,0.5604,0.7684,316.39,0.0719,0.5545,0.4756,0.5452,moderate 1458,Rwanda,2018,urban,Education,Mid_Level,12.14,313694,0.0677,292460,0.5647,165142,93,0.8939,0.8854,552.8,0.0766,0.7773,0.5478,0.8721,high 1459,Ethiopia,2021,remote,Education,Mid_Level,117.0,1541608,0.4273,882882,0.1463,129196,18,0.5905,0.6511,140.04,0.0537,0.4266,0.212,0.3863,low 1460,Botswana,2024,rural,Agriculture,Junior,2.6,109900,0.1354,95021,0.5182,49241,83,0.8032,0.8508,608.78,0.0884,0.8766,0.5259,0.8211,high 1461,Kenya,2025,rural,Finance,Mid_Level,56.15,1791079,0.1216,1573337,0.374,588375,43,0.7418,0.8266,594.42,0.0792,0.7928,0.614,0.6853,high 1462,Tanzania,2019,rural,Administration,Senior,57.79,1127204,0.2115,888744,0.3154,280282,28,0.6513,0.7374,278.43,0.0649,0.6932,0.3558,0.5615,moderate 1463,Botswana,2025,capital,Security,Director,2.64,111955,0.0913,101729,0.8,81383,77,0.918,0.8762,1246.16,0.0856,0.8859,0.6045,0.9001,high 1464,Senegal,2018,urban,Social_Services,Director,15.34,385607,0.1001,347012,0.4674,162195,34,0.5742,0.7622,573.54,0.0706,0.6023,0.4536,0.6468,moderate 1465,Mozambique,2025,rural,Education,Junior,33.89,386809,0.2232,300475,0.1657,49787,23,0.6412,0.682,95.53,0.0597,0.4299,0.1863,0.457,low 1466,Rwanda,2019,capital,Security,Junior,12.43,413733,0.0614,388337,0.5867,227842,95,0.95,0.8815,628.52,0.0692,0.8992,0.5731,0.8983,high 1467,DRC,2021,rural,Social_Services,Junior,95.53,554192,0.4024,331183,0.1602,53048,10,0.522,0.6269,116.23,0.0587,0.3908,0.1972,0.3673,low 1468,Mozambique,2022,capital,Health,Junior,31.29,349008,0.2,279190,0.248,69227,17,0.5858,0.6476,134.22,0.0719,0.3428,0.2012,0.456,low 1469,DRC,2022,rural,Health,Mid_Level,98.59,510674,0.3684,322538,0.1636,52778,10,0.6192,0.6927,122.85,0.0718,0.4286,0.171,0.3877,low 1470,Botswana,2022,urban,Security,Director,2.52,113295,0.0733,104991,0.6821,71618,79,0.7814,0.7696,1102.43,0.0858,0.797,0.6178,0.8566,high 1471,Uganda,2019,urban,Health,Junior,41.86,354750,0.1631,296874,0.3205,95141,23,0.5109,0.6799,239.72,0.0568,0.6587,0.479,0.5626,moderate 1472,DRC,2021,rural,Administration,Mid_Level,95.53,621534,0.3425,408634,0.1624,66370,15,0.4761,0.7021,119.83,0.0626,0.3842,0.1809,0.4043,low 1473,Mozambique,2018,remote,Security,Senior,28.12,263598,0.3062,182894,0.1335,24413,15,0.5597,0.7067,220.61,0.0599,0.3723,0.2089,0.4085,low 1474,South Africa,2022,rural,Infrastructure,Junior,61.02,2822722,0.1898,2286840,0.5026,1149300,76,0.7653,0.8559,446.59,0.0931,0.8521,0.7004,0.8018,high 1475,Kenya,2019,capital,Health,Mid_Level,49.57,1914344,0.1008,1721424,0.647,1113703,53,0.7733,0.7758,592.82,0.0883,0.9181,0.526,0.7798,high 1476,Senegal,2019,urban,Administration,Mid_Level,15.76,347660,0.1129,308417,0.496,152985,29,0.5411,0.7766,224.35,0.0558,0.6412,0.3588,0.6348,moderate 1477,Kenya,2025,rural,ICT,Director,56.15,1856022,0.12,1633332,0.4407,719878,37,0.744,0.7668,1273.61,0.0854,0.95,0.6875,0.7015,high 1478,Uganda,2022,urban,Agriculture,Mid_Level,46.01,369788,0.2101,292080,0.3113,90936,20,0.66,0.7235,268.28,0.0605,0.7351,0.346,0.5419,moderate 1479,Nigeria,2020,remote,Security,Mid_Level,208.37,4035976,0.2532,3014114,0.2645,797328,33,0.7134,0.8208,257.05,0.0626,0.6805,0.4543,0.5719,moderate 1480,Tanzania,2023,capital,Administration,Mid_Level,65.05,1300811,0.1195,1145375,0.4335,496504,30,0.6714,0.6868,236.1,0.0665,0.746,0.3219,0.6133,moderate 1481,Rwanda,2020,urban,Education,Junior,12.73,386519,0.0801,355551,0.5855,208166,69,0.8891,0.8462,589.42,0.0732,0.95,0.7342,0.8442,high 1482,Senegal,2020,rural,Security,Junior,16.18,385207,0.1395,331462,0.3312,109790,42,0.6036,0.6972,196.33,0.072,0.5837,0.3504,0.6009,moderate 1483,South Africa,2023,rural,Infrastructure,Executive,61.51,2808984,0.1673,2339003,0.4829,1129617,53,0.7973,0.859,1695.61,0.0668,0.8027,0.7533,0.7459,high 1484,Kenya,2020,remote,Health,Executive,50.61,1948598,0.1333,1688806,0.2733,461474,62,0.6533,0.8096,2361.5,0.093,0.95,0.7514,0.7316,high 1485,Mozambique,2022,rural,Education,Senior,31.29,329747,0.2768,238457,0.2148,51231,17,0.5883,0.6513,154.14,0.0559,0.446,0.1914,0.4384,low 1486,Tanzania,2023,rural,Administration,Senior,65.05,1023572,0.1741,845353,0.3097,261816,21,0.5846,0.7227,277.07,0.0719,0.7337,0.4396,0.5621,moderate 1487,South Africa,2019,remote,Security,Director,59.58,2724342,0.1734,2251824,0.3697,832418,74,0.7186,0.8189,1316.13,0.096,0.95,0.7601,0.7779,high 1488,Uganda,2023,remote,Infrastructure,Junior,47.48,403724,0.3278,271388,0.1941,52688,19,0.6251,0.7981,229.63,0.0703,0.6246,0.3372,0.48,low 1489,Ghana,2019,urban,Health,Mid_Level,30.64,833931,0.1285,726776,0.5596,406675,47,0.6772,0.6884,209.69,0.0638,0.6316,0.4296,0.6846,high 1490,Ethiopia,2023,rural,Health,Junior,122.93,1421071,0.3322,949060,0.2194,208195,16,0.5931,0.6504,86.85,0.0528,0.3479,0.1651,0.4107,low 1491,Botswana,2020,rural,Health,Junior,2.45,97809,0.1068,87365,0.4546,39716,47,0.6419,0.9344,450.95,0.0708,0.9088,0.5796,0.7435,high 1492,South Africa,2022,urban,Administration,Director,61.02,3440763,0.1061,3075741,0.6385,1963741,52,0.7714,0.77,1371.87,0.0743,0.9048,0.604,0.7795,high 1493,Botswana,2020,rural,Agriculture,Junior,2.45,95143,0.1343,82360,0.498,41019,72,0.7853,0.8702,538.09,0.0645,0.9191,0.6505,0.8084,high 1494,Mozambique,2018,rural,Education,Junior,28.12,306828,0.3081,212306,0.1726,36651,20,0.4939,0.6787,117.47,0.067,0.3775,0.1881,0.4245,low 1495,Senegal,2024,capital,Education,Junior,18.0,407444,0.0808,374503,0.5105,191166,30,0.6442,0.811,241.13,0.0613,0.6427,0.339,0.6522,high 1496,Tanzania,2024,remote,Social_Services,Director,67.0,1194432,0.2451,901707,0.1967,177338,34,0.6514,0.7142,739.52,0.0621,0.7377,0.4432,0.5481,moderate 1497,Ethiopia,2025,rural,Infrastructure,Senior,129.15,1366155,0.2416,1036154,0.2382,246794,18,0.6502,0.5931,155.08,0.0696,0.342,0.1961,0.4369,low 1498,South Africa,2020,rural,Infrastructure,Junior,60.06,3206122,0.1349,2773748,0.5005,1388152,64,0.7788,0.8394,438.27,0.0661,0.95,0.6283,0.7851,high 1499,Mozambique,2021,urban,ICT,Senior,30.47,267705,0.2103,211400,0.2562,54163,21,0.6711,0.6818,219.41,0.0601,0.3752,0.2115,0.4749,low 1500,South Africa,2023,capital,Infrastructure,Junior,61.51,2982520,0.1227,2616708,0.6272,1641148,71,0.754,0.8778,623.1,0.089,0.95,0.5879,0.8391,high 1501,Tanzania,2020,rural,Justice,Senior,59.53,1148699,0.165,959207,0.2728,261647,34,0.6463,0.7882,397.32,0.0702,0.7219,0.3618,0.5886,moderate 1502,Rwanda,2025,urban,Finance,Senior,14.34,407374,0.0693,379154,0.631,239241,97,0.7897,0.8842,762.13,0.0771,0.95,0.6643,0.927,high 1503,Nigeria,2024,rural,ICT,Senior,230.0,4002183,0.2335,3067734,0.326,1000118,22,0.6066,0.7876,306.87,0.0584,0.6583,0.3861,0.5507,moderate 1504,DRC,2025,capital,Justice,Senior,108.36,640023,0.2275,494393,0.2097,103664,9,0.5411,0.6142,213.1,0.0628,0.3381,0.1886,0.4128,low 1505,Ghana,2024,urban,Security,Junior,34.0,959786,0.1234,841303,0.4992,420006,39,0.6291,0.7838,177.19,0.0519,0.5893,0.4217,0.6601,high 1506,Tanzania,2025,capital,Social_Services,Senior,69.01,1084407,0.1056,969873,0.4171,404582,20,0.6249,0.7506,354.92,0.0654,0.6096,0.4594,0.5974,moderate 1507,Ghana,2023,urban,Infrastructure,Junior,33.3,953643,0.1228,836579,0.5601,468547,48,0.6994,0.7845,260.84,0.0502,0.7382,0.3931,0.7101,high 1508,Ghana,2025,rural,Health,Junior,34.71,788662,0.1458,673663,0.3875,261036,26,0.6885,0.7425,248.46,0.0552,0.5692,0.4141,0.5851,moderate 1509,Nigeria,2020,rural,Infrastructure,Junior,208.37,4119432,0.1939,3320767,0.2876,955179,34,0.5429,0.7153,254.66,0.0594,0.7358,0.455,0.5848,moderate 1510,Tanzania,2024,urban,Finance,Junior,67.0,1322379,0.1348,1144176,0.3789,433522,28,0.6587,0.7535,197.44,0.0701,0.5745,0.4751,0.599,moderate 1511,South Africa,2021,remote,Administration,Junior,60.54,3497159,0.1668,2913959,0.3071,894765,54,0.7396,0.7666,504.55,0.0952,0.95,0.5804,0.6881,high 1512,Rwanda,2022,capital,Education,Director,13.35,460357,0.0603,432606,0.5986,258959,69,0.7634,0.7802,985.78,0.0776,0.8378,0.7397,0.8319,high 1513,DRC,2024,rural,Finance,Senior,105.0,566873,0.3881,346889,0.1349,46794,15,0.4993,0.6906,127.95,0.0676,0.3998,0.1615,0.3839,low 1514,Tanzania,2024,capital,Infrastructure,Junior,67.0,1299767,0.1406,1117010,0.4321,482681,31,0.702,0.7784,223.3,0.0591,0.5973,0.3933,0.6162,moderate 1515,Botswana,2019,rural,Agriculture,Mid_Level,2.41,95908,0.0941,86878,0.5425,47132,69,0.8765,0.8563,414.4,0.0864,0.95,0.537,0.8117,high 1516,Mozambique,2023,urban,Education,Junior,32.13,333602,0.2203,260113,0.2366,61539,21,0.6299,0.6383,88.91,0.0547,0.3509,0.2367,0.4611,low 1517,Kenya,2024,capital,Infrastructure,Junior,55.0,1654798,0.078,1525675,0.5543,845657,43,0.637,0.8345,490.53,0.0806,0.8745,0.6496,0.7541,high 1518,Rwanda,2021,remote,Health,Mid_Level,13.04,355206,0.1197,312680,0.3322,103861,86,0.95,0.8489,427.09,0.0893,0.834,0.652,0.7941,high 1519,Rwanda,2024,urban,Infrastructure,Junior,14.0,364051,0.0903,331175,0.5427,179743,67,0.7691,0.8287,379.2,0.0703,0.9082,0.6341,0.8091,high 1520,Mozambique,2024,urban,Administration,Junior,33.0,313298,0.2378,238785,0.2837,67741,16,0.5463,0.6945,90.2,0.0551,0.3937,0.2263,0.4676,low 1521,Senegal,2022,urban,ICT,Junior,17.07,406997,0.0965,367728,0.4896,180025,33,0.5874,0.7565,306.91,0.0593,0.5538,0.3291,0.6325,moderate 1522,Tanzania,2023,rural,Finance,Junior,65.05,1246734,0.1703,1034385,0.254,262718,25,0.607,0.8198,263.83,0.053,0.7148,0.3666,0.5645,moderate 1523,Nigeria,2025,urban,Administration,Senior,235.75,5229867,0.1285,4557927,0.474,2160586,33,0.6006,0.7485,406.48,0.0706,0.7046,0.3886,0.6405,moderate 1524,Ghana,2023,capital,Finance,Senior,33.3,859138,0.1247,752012,0.5476,411807,34,0.6823,0.6891,482.69,0.0708,0.7242,0.4615,0.6627,high 1525,Botswana,2022,urban,Social_Services,Junior,2.52,125489,0.0776,115745,0.7645,88483,69,0.8559,0.8488,532.53,0.0937,0.8877,0.5773,0.868,high 1526,Ghana,2018,rural,Agriculture,Mid_Level,30.01,646164,0.1362,558129,0.4072,227258,41,0.587,0.6862,199.28,0.0674,0.6935,0.4222,0.6347,moderate 1527,Nigeria,2023,remote,Education,Junior,224.39,4387403,0.3139,3010127,0.2379,715970,30,0.6776,0.7017,235.81,0.0634,0.7452,0.3447,0.5202,moderate 1528,Botswana,2021,remote,Security,Mid_Level,2.49,103736,0.1286,90394,0.3603,32566,57,0.7954,0.8875,600.56,0.0695,0.8581,0.7198,0.7413,high 1529,Uganda,2019,capital,Education,Junior,41.86,292573,0.1554,247101,0.4339,107228,16,0.5752,0.7595,254.63,0.0601,0.5559,0.3276,0.5619,moderate 1530,Mozambique,2022,remote,Finance,Mid_Level,31.29,358124,0.3735,224360,0.1518,34052,18,0.6403,0.6606,131.28,0.0669,0.3791,0.2363,0.4002,low 1531,Ghana,2025,rural,Education,Senior,34.71,821542,0.1732,679266,0.3189,216596,44,0.7691,0.6891,427.11,0.0687,0.5739,0.3595,0.5931,moderate 1532,Ethiopia,2021,remote,Infrastructure,Junior,117.0,1301422,0.3627,829390,0.1344,111501,16,0.4837,0.6865,136.84,0.0688,0.35,0.2082,0.3917,low 1533,DRC,2024,rural,Health,Junior,105.0,650014,0.3357,431818,0.1761,76044,14,0.5933,0.7127,134.01,0.0502,0.3406,0.2253,0.4086,low 1534,Kenya,2020,remote,Health,Junior,50.61,1916615,0.1794,1572791,0.3464,544766,39,0.6327,0.8749,625.64,0.0716,0.9374,0.5573,0.6699,high 1535,Rwanda,2023,capital,ICT,Junior,13.67,432961,0.0746,400641,0.6076,243441,63,0.7737,0.8722,566.16,0.0826,0.8211,0.7603,0.8297,high 1536,DRC,2019,rural,Administration,Director,89.7,484578,0.3009,338783,0.1608,54464,10,0.5774,0.6529,257.9,0.0579,0.4124,0.2228,0.4014,low 1537,Rwanda,2020,capital,Education,Mid_Level,12.73,411763,0.0774,379890,0.746,283397,76,0.8957,0.8096,517.9,0.0813,0.95,0.721,0.8957,high 1538,Kenya,2020,rural,Administration,Director,50.61,1748936,0.1506,1485606,0.4516,670835,57,0.7132,0.9082,1448.1,0.0827,0.95,0.5849,0.7575,high 1539,Kenya,2023,urban,Finance,Junior,53.87,1791827,0.0898,1630842,0.4959,808777,38,0.696,0.8179,356.36,0.0666,0.827,0.5325,0.7051,high 1540,Kenya,2025,urban,Education,Mid_Level,56.15,1737133,0.1021,1559720,0.6526,1017844,40,0.5912,0.8719,395.58,0.068,0.95,0.6809,0.7815,high 1541,Rwanda,2019,rural,Health,Junior,12.43,399766,0.1054,357633,0.4499,160903,83,0.8686,0.9136,520.63,0.0768,0.95,0.5874,0.8344,high 1542,Mozambique,2024,urban,Infrastructure,Mid_Level,33.0,342638,0.1682,285009,0.2533,72185,21,0.671,0.6457,90.19,0.0568,0.3888,0.1659,0.4761,low 1543,Tanzania,2024,urban,Finance,Junior,67.0,1035342,0.1396,890760,0.3975,354046,24,0.6244,0.7367,260.76,0.0692,0.6235,0.3837,0.5857,moderate 1544,South Africa,2024,urban,Finance,Senior,62.0,3376562,0.1405,2902241,0.6378,1851155,59,0.6351,0.7985,768.0,0.07,0.8973,0.5937,0.7907,high 1545,Senegal,2018,urban,Security,Junior,15.34,365497,0.0973,329917,0.4015,132459,41,0.748,0.736,237.99,0.0684,0.656,0.3387,0.6384,moderate 1546,Ethiopia,2018,capital,Justice,Mid_Level,108.65,1225473,0.1695,1017747,0.2768,281667,17,0.6338,0.654,139.64,0.0548,0.4,0.195,0.4769,low 1547,Uganda,2018,urban,Social_Services,Junior,40.56,322266,0.2172,252263,0.3886,98031,22,0.53,0.8023,197.97,0.0546,0.5767,0.3934,0.5652,moderate 1548,Tanzania,2023,rural,Finance,Executive,65.05,1204544,0.1925,972647,0.2628,255643,21,0.5974,0.7831,822.82,0.0596,0.622,0.3902,0.5388,moderate 1549,Nigeria,2019,capital,Education,Senior,203.29,4438019,0.1177,3915696,0.4101,1605937,29,0.5749,0.7985,371.89,0.0685,0.5736,0.4752,0.6203,moderate 1550,Botswana,2024,rural,Administration,Mid_Level,2.6,104676,0.1175,92381,0.5464,50477,82,0.8252,0.8895,424.09,0.0714,0.9335,0.6297,0.852,high 1551,Tanzania,2019,rural,Infrastructure,Mid_Level,57.79,943342,0.1657,787063,0.308,242442,32,0.5672,0.7969,293.21,0.0676,0.6659,0.3763,0.5893,moderate 1552,Mozambique,2024,rural,Education,Junior,33.0,325813,0.2694,238047,0.2095,49877,17,0.5313,0.7101,101.42,0.0483,0.4309,0.2364,0.4508,low 1553,Botswana,2023,urban,Infrastructure,Senior,2.56,128596,0.0742,119057,0.7622,90742,72,0.6774,0.7834,545.49,0.0944,0.8899,0.7061,0.8791,high 1554,Botswana,2018,rural,Infrastructure,Director,2.38,107672,0.1312,93547,0.5186,48512,68,0.8758,0.8493,1544.29,0.0652,0.95,0.757,0.8149,high 1555,Nigeria,2025,urban,Finance,Senior,235.75,4481629,0.185,3652343,0.3969,1449662,22,0.636,0.7357,342.55,0.0557,0.7437,0.4115,0.5838,moderate 1556,Tanzania,2025,urban,Finance,Junior,69.01,1216229,0.1143,1077192,0.3404,366683,26,0.6486,0.7406,252.7,0.0587,0.6552,0.4441,0.5925,moderate 1557,Nigeria,2024,rural,Education,Mid_Level,230.0,5056787,0.2471,3807164,0.316,1203152,29,0.6649,0.8238,238.89,0.052,0.7152,0.4337,0.5782,moderate 1558,Kenya,2019,urban,Infrastructure,Mid_Level,49.57,1881087,0.0815,1727803,0.5234,904322,60,0.6548,0.8497,513.8,0.0749,0.95,0.5344,0.7864,high 1559,Rwanda,2024,urban,Infrastructure,Senior,14.0,382483,0.0847,350088,0.5443,190568,97,0.7635,0.859,600.61,0.0771,0.8139,0.5704,0.8747,high 1560,Senegal,2018,capital,Security,Mid_Level,15.34,291490,0.1185,256948,0.524,134641,28,0.6007,0.7484,260.49,0.0686,0.6675,0.4766,0.648,moderate 1561,Botswana,2023,remote,Infrastructure,Mid_Level,2.56,123497,0.162,103493,0.321,33219,52,0.6502,0.8112,621.61,0.0871,0.8126,0.6309,0.6858,high 1562,Ghana,2019,rural,Administration,Junior,30.64,746933,0.1984,598718,0.3812,228203,45,0.651,0.7065,278.7,0.0513,0.7163,0.4408,0.6299,moderate 1563,DRC,2020,rural,Social_Services,Director,92.57,530786,0.375,331754,0.1417,47009,14,0.5871,0.6049,343.17,0.0654,0.4183,0.1876,0.378,low 1564,South Africa,2023,rural,Education,Junior,61.51,3639257,0.1673,3030390,0.4624,1401368,73,0.7055,0.9028,497.25,0.0654,0.95,0.7223,0.8089,high 1565,South Africa,2019,remote,Administration,Senior,59.58,2804476,0.1745,2315170,0.3777,874554,74,0.7279,0.8433,594.66,0.0793,0.9489,0.5248,0.7597,high 1566,South Africa,2023,urban,Finance,Senior,61.51,2902782,0.0982,2617680,0.6427,1682370,61,0.6919,0.9285,639.18,0.0726,0.95,0.7599,0.8489,high 1567,Nigeria,2022,capital,Education,Junior,218.92,4392818,0.1502,3732911,0.4529,1690628,30,0.6683,0.7119,204.4,0.0673,0.5597,0.3441,0.5978,moderate 1568,Ethiopia,2018,rural,Agriculture,Mid_Level,108.65,1270260,0.2974,892467,0.1889,168588,17,0.6499,0.6553,110.95,0.067,0.3541,0.1857,0.4176,low 1569,Senegal,2025,capital,Health,Mid_Level,18.49,417357,0.1047,373652,0.449,167751,37,0.5979,0.8172,209.19,0.0484,0.6632,0.3525,0.6527,high 1570,Botswana,2023,capital,Finance,Junior,2.56,112809,0.067,105250,0.7124,74980,55,0.7883,0.889,400.05,0.0667,0.7805,0.5789,0.8181,high 1571,Nigeria,2021,urban,ICT,Senior,213.58,3731017,0.136,3223551,0.3681,1186503,23,0.5972,0.6865,275.97,0.0508,0.683,0.3231,0.5691,moderate 1572,Senegal,2025,urban,Education,Mid_Level,18.49,408871,0.1098,363988,0.4557,165877,29,0.5831,0.6791,275.77,0.0628,0.6829,0.4706,0.6262,moderate 1573,Kenya,2021,rural,Finance,Mid_Level,51.68,1880784,0.1117,1670735,0.3807,636092,52,0.6164,0.8052,588.02,0.0788,0.7808,0.5358,0.6997,high 1574,Kenya,2025,remote,Security,Junior,56.15,1887645,0.1452,1613475,0.3387,546468,53,0.7717,0.8263,610.85,0.0777,0.8874,0.6472,0.7083,high 1575,Senegal,2022,remote,Finance,Director,17.07,363475,0.1757,299598,0.2343,70181,23,0.654,0.6869,562.87,0.054,0.6977,0.4692,0.5418,moderate 1576,Ghana,2024,urban,Finance,Junior,34.0,958114,0.1068,855802,0.5684,486404,44,0.7189,0.7911,225.9,0.0551,0.6269,0.3491,0.6917,high 1577,Botswana,2023,urban,Administration,Senior,2.56,103369,0.0783,95277,0.668,63644,52,0.7482,0.8904,849.61,0.079,0.95,0.6775,0.8237,high 1578,Ethiopia,2025,remote,Security,Junior,129.15,1704439,0.3389,1126772,0.1522,171500,14,0.5279,0.5991,98.35,0.0673,0.4078,0.2354,0.3925,low 1579,Senegal,2024,urban,Justice,Mid_Level,18.0,370612,0.135,320597,0.5164,165563,25,0.6611,0.6867,314.32,0.063,0.585,0.4508,0.6144,moderate 1580,Botswana,2022,capital,Social_Services,Senior,2.52,112956,0.0856,103281,0.6455,66667,60,0.7785,0.8042,727.69,0.0938,0.95,0.6651,0.8221,high 1581,Kenya,2022,rural,Social_Services,Junior,52.76,1827557,0.1104,1625759,0.364,591753,45,0.7026,0.9,623.74,0.0775,0.8888,0.5598,0.7058,high 1582,Botswana,2019,capital,ICT,Junior,2.41,116968,0.0727,108466,0.7571,82124,82,0.9363,0.8058,623.38,0.0721,0.95,0.524,0.8944,high 1583,Tanzania,2022,rural,Social_Services,Senior,63.15,1068178,0.2109,842894,0.2758,232464,22,0.5001,0.7104,289.15,0.0642,0.5807,0.4137,0.5272,moderate 1584,South Africa,2019,rural,Education,Junior,59.58,3290643,0.1876,2673245,0.537,1435588,54,0.8119,0.8691,621.94,0.0649,0.7826,0.5394,0.7349,high 1585,Uganda,2024,capital,Health,Mid_Level,49.0,445795,0.1725,368890,0.4172,153905,18,0.6431,0.6834,217.42,0.0589,0.5966,0.4262,0.561,moderate 1586,Tanzania,2023,capital,Health,Junior,65.05,995393,0.1432,852874,0.4527,386132,21,0.5126,0.7976,296.66,0.0703,0.5836,0.4036,0.5982,moderate 1587,DRC,2018,rural,Finance,Mid_Level,86.92,448025,0.3734,280753,0.1433,40243,14,0.5036,0.6877,93.66,0.0639,0.4227,0.1909,0.392,low 1588,South Africa,2019,urban,Education,Mid_Level,59.58,2726221,0.0977,2459749,0.6025,1482071,51,0.6358,0.8869,357.13,0.0936,0.95,0.6248,0.7942,high 1589,South Africa,2024,urban,Agriculture,Junior,62.0,3446788,0.1024,3093669,0.6483,2005646,46,0.6727,0.8698,396.65,0.0711,0.95,0.5865,0.7856,high 1590,Tanzania,2018,urban,Administration,Mid_Level,56.11,1032862,0.1575,870214,0.4196,365178,32,0.6576,0.8046,268.6,0.0544,0.5605,0.3369,0.606,moderate 1591,Nigeria,2022,remote,Justice,Senior,218.92,4593481,0.3049,3193083,0.2505,799960,25,0.5999,0.7357,299.71,0.0533,0.6081,0.3478,0.5049,moderate 1592,Mozambique,2019,remote,Education,Senior,28.88,251096,0.4008,150467,0.1516,22803,22,0.5926,0.6675,164.97,0.0584,0.4193,0.164,0.4012,low 1593,Kenya,2018,rural,Health,Mid_Level,48.55,1546152,0.1193,1361762,0.3902,531407,52,0.7774,0.9138,416.61,0.0748,0.95,0.5433,0.7342,high 1594,Rwanda,2018,urban,Social_Services,Junior,12.14,317236,0.0897,288764,0.6797,196267,81,0.869,0.9237,543.16,0.0892,0.9,0.5793,0.8865,high 1595,DRC,2024,rural,Education,Mid_Level,105.0,689815,0.3051,479328,0.1685,80790,8,0.5519,0.7149,146.38,0.069,0.4111,0.1969,0.4039,low 1596,Kenya,2023,urban,Infrastructure,Mid_Level,53.87,1910141,0.0912,1735987,0.5467,949134,47,0.6312,0.8396,385.32,0.0929,0.7925,0.7377,0.7604,high 1597,Kenya,2019,rural,Security,Director,49.57,1927717,0.1361,1665287,0.3725,620368,54,0.6816,0.9156,1529.17,0.074,0.95,0.608,0.7372,high 1598,Kenya,2023,urban,Infrastructure,Senior,53.87,1741766,0.1057,1557584,0.6045,941589,45,0.664,0.7767,793.91,0.0924,0.8057,0.5543,0.7397,high 1599,South Africa,2021,capital,Education,Mid_Level,60.54,3122001,0.1211,2744025,0.687,1885220,64,0.7328,0.8085,491.4,0.0871,0.95,0.531,0.8209,high 1600,Uganda,2022,rural,Health,Senior,46.01,343327,0.2898,243833,0.2641,64397,17,0.6088,0.6986,424.59,0.0674,0.6647,0.3634,0.4937,low 1601,Kenya,2021,urban,Security,Mid_Level,51.68,1754616,0.1043,1571682,0.6186,972203,58,0.682,0.8448,479.83,0.0901,0.95,0.7452,0.8198,high 1602,Ethiopia,2019,rural,Administration,Junior,111.37,1151940,0.2476,866710,0.2146,186019,14,0.5051,0.6537,140.56,0.0685,0.4195,0.2308,0.4398,low 1603,Nigeria,2022,rural,Finance,Senior,218.92,4898248,0.2257,3792917,0.3055,1158910,26,0.5723,0.6949,273.11,0.0579,0.5608,0.4609,0.5414,moderate 1604,Ghana,2023,rural,Finance,Junior,33.3,780138,0.1918,630477,0.3227,203461,41,0.6094,0.728,175.46,0.0595,0.5775,0.4575,0.5979,moderate 1605,South Africa,2018,capital,Health,Executive,59.11,3265516,0.1125,2898110,0.706,2045984,73,0.7075,0.8998,2368.55,0.0652,0.8097,0.6623,0.863,high 1606,Senegal,2018,urban,Finance,Junior,15.34,358168,0.1132,317631,0.4768,151444,32,0.6115,0.7489,309.93,0.0575,0.6777,0.4534,0.6464,moderate 1607,Senegal,2022,capital,Health,Mid_Level,17.07,401064,0.1116,356291,0.5282,188201,23,0.6406,0.7657,323.23,0.0664,0.6364,0.4282,0.633,moderate 1608,Mozambique,2022,urban,Infrastructure,Junior,31.29,274189,0.2204,213760,0.2485,53109,20,0.578,0.6903,137.25,0.0663,0.3817,0.2369,0.4724,low 1609,South Africa,2021,rural,Infrastructure,Junior,60.54,3332462,0.1576,2807172,0.4349,1220770,55,0.6465,0.9328,542.96,0.0696,0.95,0.6765,0.7594,high 1610,Senegal,2023,rural,Health,Junior,17.53,416676,0.1666,347264,0.3581,124371,23,0.6462,0.7409,279.05,0.0545,0.7026,0.4772,0.5845,moderate 1611,Rwanda,2020,rural,Agriculture,Junior,12.73,358421,0.1101,318944,0.4085,130301,54,0.7963,0.8651,577.54,0.0833,0.9145,0.7202,0.7528,high 1612,Kenya,2018,urban,Security,Director,48.55,1645107,0.1125,1460088,0.6158,899131,52,0.693,0.787,1336.4,0.0657,0.8906,0.5818,0.7711,high 1613,Botswana,2025,urban,Infrastructure,Junior,2.64,105830,0.083,97046,0.7439,72187,72,0.7732,0.9045,351.24,0.0905,0.7898,0.7463,0.8845,high 1614,Mozambique,2025,remote,Health,Mid_Level,33.89,372339,0.3421,244980,0.1345,32949,17,0.4966,0.6495,86.0,0.0635,0.3772,0.1753,0.3933,low 1615,Senegal,2018,remote,Infrastructure,Mid_Level,15.34,365783,0.1986,293149,0.2431,71262,35,0.5925,0.7592,205.84,0.07,0.6519,0.3574,0.5634,moderate 1616,South Africa,2023,capital,Finance,Senior,61.51,3521879,0.1151,3116657,0.6958,2168598,58,0.6247,0.867,784.65,0.0642,0.8109,0.5232,0.8037,high 1617,Botswana,2020,capital,Finance,Mid_Level,2.45,108154,0.069,100694,0.7541,75932,80,0.7686,0.8181,512.85,0.0715,0.8657,0.6376,0.8943,high 1618,Kenya,2021,rural,Social_Services,Junior,51.68,1780315,0.149,1514999,0.4164,630823,68,0.8329,0.8099,418.73,0.0691,0.95,0.5998,0.7633,high 1619,Ghana,2023,urban,Social_Services,Senior,33.3,723561,0.1179,638284,0.5035,321387,44,0.7194,0.7574,444.38,0.0584,0.5634,0.4593,0.6723,high 1620,Senegal,2022,rural,Education,Mid_Level,17.07,356426,0.1457,304483,0.2976,90612,37,0.6053,0.7203,228.13,0.0584,0.6649,0.4292,0.5979,moderate 1621,DRC,2023,urban,Infrastructure,Junior,101.74,614403,0.29,436221,0.212,92459,15,0.5022,0.6808,134.98,0.0644,0.4091,0.1618,0.4272,low 1622,Nigeria,2023,urban,Infrastructure,Junior,224.39,4068259,0.1834,3322167,0.4053,1346336,28,0.5549,0.7698,286.11,0.0701,0.6621,0.3641,0.5936,moderate 1623,Rwanda,2018,capital,Agriculture,Executive,12.14,318303,0.0642,297868,0.6881,204954,78,0.849,0.8437,1720.44,0.0794,0.8777,0.7044,0.8857,high 1624,Ghana,2019,urban,ICT,Mid_Level,30.64,705710,0.148,601288,0.4621,277846,43,0.5933,0.8028,202.09,0.0575,0.7408,0.4127,0.6718,high 1625,South Africa,2020,capital,Health,Junior,60.06,3208560,0.1058,2869232,0.7908,2269127,69,0.8749,0.852,484.0,0.0821,0.8751,0.5748,0.8666,high 1626,Uganda,2024,rural,Education,Junior,49.0,359712,0.2583,266786,0.249,66416,27,0.6132,0.7368,287.44,0.0697,0.7119,0.3992,0.5368,moderate 1627,Uganda,2020,rural,Social_Services,Executive,43.2,341162,0.269,249403,0.2439,60819,16,0.5222,0.6772,1005.66,0.057,0.6848,0.4185,0.4956,low 1628,South Africa,2019,rural,Education,Junior,59.58,3603068,0.1294,3136821,0.4458,1398336,64,0.7266,0.8298,566.82,0.0833,0.915,0.7504,0.7801,high 1629,Botswana,2018,urban,Education,Junior,2.38,122378,0.0965,110573,0.628,69435,63,0.6902,0.8814,455.13,0.0934,0.8302,0.611,0.8167,high 1630,Uganda,2025,remote,Education,Mid_Level,50.57,451111,0.3365,299312,0.203,60769,24,0.6713,0.7526,202.27,0.0593,0.6946,0.3987,0.4989,low 1631,Nigeria,2020,rural,Finance,Director,208.37,3982517,0.2283,3073432,0.3172,974753,22,0.5827,0.6794,733.69,0.0656,0.5623,0.4,0.5254,moderate 1632,Uganda,2025,urban,Administration,Junior,50.57,344663,0.1913,278726,0.3295,91849,27,0.6397,0.778,275.99,0.0643,0.6982,0.4272,0.5813,moderate 1633,Uganda,2024,rural,Education,Mid_Level,49.0,384971,0.2351,294457,0.2534,74617,20,0.5123,0.7996,288.47,0.0561,0.7368,0.4719,0.5454,moderate 1634,Ethiopia,2024,capital,Education,Mid_Level,126.0,1611209,0.2066,1278382,0.3287,420199,17,0.6444,0.6567,149.09,0.0676,0.371,0.2251,0.4811,low 1635,Uganda,2018,capital,ICT,Junior,40.56,320661,0.1983,257070,0.3738,96101,18,0.4996,0.7534,204.95,0.0496,0.711,0.3726,0.5603,moderate 1636,Uganda,2022,capital,Infrastructure,Mid_Level,46.01,362530,0.1571,305584,0.3679,112418,17,0.5025,0.7494,195.82,0.0534,0.5846,0.4484,0.5609,moderate 1637,Kenya,2021,urban,Agriculture,Junior,51.68,1699275,0.0901,1546244,0.578,893691,48,0.6166,0.9203,569.72,0.0661,0.95,0.5643,0.7815,high 1638,Botswana,2018,capital,Administration,Junior,2.38,116214,0.0829,106581,0.7529,80244,62,0.6567,0.8858,468.43,0.0811,0.7876,0.7217,0.8563,high 1639,DRC,2023,rural,Infrastructure,Junior,101.74,581603,0.278,419916,0.1647,69176,8,0.4524,0.589,98.65,0.0617,0.4112,0.1937,0.3905,low 1640,Ghana,2021,rural,Agriculture,Senior,31.94,875072,0.1897,709034,0.4016,284736,46,0.6954,0.7643,426.13,0.0528,0.6228,0.466,0.6415,moderate 1641,Kenya,2022,capital,Finance,Junior,52.76,1767011,0.0855,1615911,0.625,1009882,52,0.6057,0.8407,358.69,0.077,0.95,0.5527,0.7912,high 1642,Ghana,2025,rural,Education,Junior,34.71,762902,0.1359,659236,0.4094,269899,41,0.7197,0.7683,311.01,0.0695,0.5638,0.3503,0.6275,moderate 1643,Senegal,2021,urban,Infrastructure,Junior,16.62,398204,0.0911,361943,0.4976,180109,30,0.528,0.8021,242.01,0.0654,0.7238,0.3255,0.6519,high 1644,Ghana,2020,capital,Health,Director,31.29,853901,0.1059,763438,0.5767,440258,46,0.6267,0.6771,746.54,0.0653,0.5838,0.3983,0.6825,high 1645,Uganda,2019,rural,Security,Junior,41.86,363092,0.2493,272559,0.2761,75252,24,0.5872,0.7189,205.65,0.0659,0.6777,0.365,0.5288,moderate 1646,Nigeria,2025,rural,Health,Junior,235.75,4777305,0.1766,3933633,0.3555,1398257,32,0.5463,0.7415,208.3,0.0598,0.6007,0.4531,0.5913,moderate 1647,Rwanda,2023,remote,Education,Junior,13.67,447742,0.1196,394173,0.3157,124447,96,0.95,0.9113,472.09,0.0827,0.8965,0.6371,0.8291,high 1648,Rwanda,2019,rural,Education,Mid_Level,12.43,412995,0.1118,366811,0.3973,145718,80,0.8189,0.8092,362.26,0.0842,0.95,0.7648,0.8142,high 1649,Uganda,2020,urban,Health,Executive,43.2,381839,0.2236,296461,0.357,105836,18,0.5846,0.7308,908.72,0.05,0.5668,0.3806,0.5327,moderate 1650,South Africa,2025,rural,Justice,Junior,62.5,3545336,0.1536,3000703,0.4061,1218700,56,0.6439,0.9101,602.09,0.0732,0.9406,0.6146,0.7452,high 1651,Botswana,2019,urban,Justice,Senior,2.41,97177,0.0886,88562,0.5884,52106,50,0.612,0.7747,675.2,0.0754,0.95,0.6058,0.7717,high 1652,Uganda,2019,remote,Administration,Junior,41.86,321092,0.2732,233376,0.2219,51776,20,0.5101,0.784,281.76,0.0538,0.6152,0.3864,0.5049,moderate 1653,Senegal,2020,urban,Social_Services,Senior,16.18,376541,0.1219,330651,0.4606,152299,30,0.661,0.6925,294.24,0.051,0.6954,0.4146,0.6246,moderate 1654,Tanzania,2021,urban,Social_Services,Junior,61.31,1065003,0.153,902032,0.4194,378275,25,0.5504,0.817,236.19,0.0691,0.7042,0.4578,0.6178,moderate 1655,Mozambique,2018,rural,Education,Junior,28.12,261829,0.2569,194565,0.1822,35446,19,0.5415,0.6205,109.96,0.0645,0.3315,0.2198,0.427,low 1656,Nigeria,2020,rural,Justice,Mid_Level,208.37,4351343,0.2453,3284067,0.268,880115,27,0.6859,0.8006,267.52,0.0535,0.617,0.4573,0.5507,moderate 1657,DRC,2023,urban,Health,Senior,101.74,624424,0.2987,437899,0.2085,91294,10,0.5061,0.6476,160.85,0.0498,0.368,0.1775,0.4041,low 1658,Ethiopia,2024,urban,Finance,Mid_Level,126.0,1352889,0.2233,1050844,0.3158,331844,15,0.557,0.6941,152.2,0.0677,0.3793,0.2089,0.4736,low 1659,Mozambique,2022,urban,Finance,Senior,31.29,294149,0.233,225608,0.2953,66632,15,0.4966,0.7094,144.48,0.0665,0.3361,0.1788,0.461,low 1660,DRC,2020,urban,Administration,Junior,92.57,501040,0.2713,365097,0.2436,88940,11,0.5886,0.589,143.33,0.0654,0.4364,0.211,0.4237,low 1661,Nigeria,2025,urban,Security,Mid_Level,235.75,4387695,0.184,3580374,0.4649,1664623,36,0.6175,0.8012,222.25,0.0711,0.5572,0.4191,0.628,moderate 1662,Rwanda,2018,rural,Education,Senior,12.14,405023,0.0955,366350,0.4774,174902,83,0.8137,0.8234,619.64,0.066,0.9147,0.6604,0.834,high 1663,Mozambique,2021,remote,Health,Senior,30.47,332144,0.3708,208992,0.1414,29561,14,0.6165,0.6818,215.94,0.0537,0.3964,0.1933,0.3889,low 1664,Rwanda,2023,rural,Health,Junior,13.67,353998,0.087,323208,0.4028,130172,55,0.6888,0.8798,587.92,0.0751,0.7964,0.7174,0.7498,high 1665,Ghana,2021,urban,Finance,Director,31.94,768108,0.1492,653539,0.4634,302875,28,0.5491,0.7911,639.1,0.062,0.7412,0.4008,0.6314,moderate 1666,Botswana,2018,rural,Education,Mid_Level,2.38,118377,0.1165,104583,0.4714,49299,70,0.6927,0.8173,501.24,0.0721,0.7842,0.6721,0.7819,high 1667,Uganda,2021,urban,ICT,Junior,44.58,319652,0.2174,250145,0.3178,79507,28,0.6436,0.7542,216.76,0.0566,0.7136,0.3292,0.5625,moderate 1668,Uganda,2024,rural,Security,Junior,49.0,420536,0.2745,305101,0.222,67738,27,0.5409,0.8191,185.62,0.0537,0.6871,0.342,0.5302,moderate 1669,South Africa,2019,capital,Social_Services,Junior,59.58,3283242,0.1099,2922403,0.7044,2058444,55,0.6767,0.9277,585.61,0.0935,0.95,0.7355,0.8438,high 1670,Rwanda,2025,urban,Administration,Junior,14.34,379486,0.0753,350907,0.5923,207844,72,0.7968,0.8565,611.17,0.0751,0.8598,0.7025,0.844,high 1671,Uganda,2023,rural,Education,Junior,47.48,430447,0.2061,341749,0.274,93653,20,0.5667,0.8007,237.94,0.0515,0.6996,0.3232,0.5394,moderate 1672,Uganda,2020,urban,Finance,Mid_Level,43.2,333293,0.1807,273057,0.3413,93185,27,0.52,0.8159,228.73,0.0568,0.694,0.3821,0.5876,moderate 1673,Nigeria,2022,remote,Social_Services,Mid_Level,218.92,4662919,0.2512,3491567,0.2534,884687,24,0.5148,0.7561,207.3,0.0655,0.5723,0.3214,0.5133,moderate 1674,Botswana,2023,urban,ICT,Junior,2.56,102242,0.0714,94944,0.6749,64079,51,0.7622,0.7772,626.23,0.0813,0.95,0.554,0.7954,high 1675,South Africa,2018,urban,Infrastructure,Mid_Level,59.11,2972634,0.1088,2649166,0.7364,1950942,51,0.6275,0.8261,441.16,0.0775,0.9438,0.6768,0.8204,high 1676,Botswana,2023,capital,Health,Senior,2.56,105489,0.0726,97828,0.7388,72279,76,0.7229,0.9184,669.69,0.0954,0.8514,0.7087,0.9003,high 1677,Uganda,2021,rural,Finance,Senior,44.58,383824,0.2607,283771,0.2405,68246,19,0.6609,0.8138,293.64,0.0529,0.5733,0.3522,0.5071,moderate 1678,Rwanda,2020,rural,Health,Senior,12.73,436069,0.092,395950,0.4311,170680,76,0.733,0.8894,786.0,0.0676,0.95,0.5986,0.813,high 1679,Ethiopia,2019,remote,Health,Junior,111.37,1231168,0.3409,811423,0.1529,124068,16,0.5413,0.6577,84.42,0.0572,0.4421,0.222,0.4081,low 1680,Nigeria,2023,urban,Infrastructure,Senior,224.39,4999624,0.1708,4145867,0.4234,1755388,22,0.5209,0.675,343.32,0.0486,0.6373,0.4156,0.5747,moderate 1681,Ghana,2022,rural,Education,Mid_Level,32.62,932770,0.1643,779536,0.4049,315629,34,0.6595,0.7473,278.29,0.0695,0.6385,0.4412,0.6152,moderate 1682,Ethiopia,2025,rural,Health,Junior,129.15,1727853,0.321,1173268,0.2366,277580,13,0.5997,0.6892,145.73,0.0646,0.3477,0.2145,0.421,low 1683,Ghana,2022,urban,Education,Senior,32.62,727807,0.1221,638957,0.5189,331579,48,0.7275,0.7207,276.15,0.0556,0.6096,0.4511,0.6834,high 1684,Mozambique,2021,capital,Social_Services,Junior,30.47,259228,0.1774,213243,0.2445,52140,14,0.6369,0.6948,139.01,0.0641,0.3371,0.2269,0.4624,low 1685,Nigeria,2021,capital,Education,Mid_Level,213.58,3648372,0.1261,3188182,0.445,1418625,29,0.524,0.7598,204.65,0.0623,0.5991,0.3844,0.6145,moderate 1686,Rwanda,2022,rural,Health,Mid_Level,13.35,438591,0.089,399572,0.441,176207,72,0.8707,0.8396,633.15,0.0849,0.9268,0.5959,0.7962,high 1687,Uganda,2022,capital,Finance,Junior,46.01,386868,0.1857,315010,0.4401,138651,18,0.638,0.8019,304.36,0.0658,0.6047,0.4605,0.5854,moderate 1688,Mozambique,2022,rural,Education,Junior,31.29,291931,0.27,213103,0.1825,38895,22,0.5021,0.5954,107.43,0.052,0.3791,0.2174,0.4321,low 1689,Ethiopia,2025,urban,Education,Senior,129.15,1443816,0.2385,1099508,0.2932,322335,18,0.4919,0.7124,230.14,0.0485,0.3899,0.1921,0.4737,low 1690,Ghana,2020,remote,Health,Junior,31.29,666796,0.2167,522275,0.3025,158013,40,0.69,0.6849,282.22,0.0578,0.6449,0.4136,0.58,moderate 1691,Tanzania,2025,rural,Security,Junior,69.01,1068691,0.1877,868140,0.3053,265003,30,0.6401,0.7201,208.15,0.0502,0.6896,0.4753,0.5789,moderate 1692,South Africa,2022,rural,Security,Junior,61.02,2935029,0.141,2521277,0.5288,1333178,42,0.6763,0.8291,547.81,0.0711,0.95,0.6061,0.7319,high 1693,Rwanda,2025,urban,Finance,Mid_Level,14.34,436926,0.0647,408669,0.6374,260503,78,0.828,0.8905,546.04,0.0757,0.8604,0.5852,0.8663,high 1694,Nigeria,2022,urban,Health,Senior,218.92,3996290,0.1364,3451246,0.4739,1635602,33,0.6825,0.7276,401.42,0.0704,0.6076,0.331,0.6199,moderate 1695,Tanzania,2019,remote,Education,Mid_Level,57.79,1051094,0.2735,763614,0.2054,156840,27,0.6916,0.7052,264.68,0.0495,0.6038,0.3311,0.4997,low 1696,Mozambique,2020,urban,Social_Services,Mid_Level,29.66,288187,0.2171,225619,0.2919,65865,15,0.4872,0.5993,145.72,0.0683,0.3871,0.1718,0.452,low 1697,Kenya,2022,rural,Education,Junior,52.76,1747985,0.1356,1510949,0.4757,718758,42,0.7511,0.8426,548.97,0.0916,0.9257,0.536,0.7126,high 1698,Senegal,2020,rural,Infrastructure,Junior,16.18,364865,0.1372,314804,0.3069,96626,39,0.6363,0.7161,236.38,0.0701,0.5878,0.3496,0.5911,moderate 1699,Mozambique,2020,capital,Health,Junior,29.66,265154,0.1893,214970,0.2552,54866,16,0.5988,0.5891,99.05,0.0719,0.4013,0.2128,0.4563,low 1700,Rwanda,2022,remote,Health,Junior,13.35,438534,0.101,394239,0.3337,131537,52,0.6758,0.8757,514.2,0.0819,0.8165,0.5966,0.7108,high 1701,Ghana,2023,capital,Agriculture,Mid_Level,33.3,793544,0.1046,710540,0.595,422748,34,0.5558,0.8193,194.56,0.0671,0.5552,0.3783,0.6738,high 1702,Tanzania,2022,capital,Security,Junior,63.15,1150810,0.1376,992451,0.4487,445352,26,0.5743,0.6818,311.95,0.0622,0.6756,0.3905,0.6017,moderate 1703,DRC,2020,capital,Health,Junior,92.57,512381,0.1832,418522,0.2372,99286,11,0.5312,0.6869,127.17,0.048,0.4206,0.1986,0.456,low 1704,Senegal,2022,remote,Health,Mid_Level,17.07,350915,0.154,296882,0.2449,72709,28,0.5205,0.7489,221.67,0.0584,0.5548,0.3843,0.549,moderate 1705,Senegal,2021,urban,Security,Executive,16.62,313799,0.1087,279694,0.5066,141684,35,0.7329,0.782,1134.55,0.0498,0.6062,0.4134,0.6562,high 1706,Rwanda,2022,rural,ICT,Junior,13.35,391939,0.1156,346634,0.4811,166769,89,0.8869,0.9338,457.37,0.0677,0.8097,0.6333,0.8483,high 1707,Ethiopia,2024,rural,Agriculture,Junior,126.0,1609447,0.2532,1201919,0.2093,251507,12,0.5428,0.641,127.53,0.0602,0.4457,0.232,0.4329,low 1708,Ethiopia,2020,capital,Health,Junior,114.15,1255600,0.2265,971240,0.3518,341648,12,0.5905,0.6936,111.18,0.0689,0.4472,0.2374,0.4838,low 1709,Nigeria,2023,urban,Education,Executive,224.39,4186459,0.1536,3543343,0.3986,1412528,29,0.544,0.7964,1003.06,0.0581,0.6233,0.4128,0.6068,moderate 1710,Uganda,2024,remote,Social_Services,Junior,49.0,431277,0.3186,293869,0.2031,59679,24,0.5781,0.7479,278.89,0.0554,0.6981,0.3767,0.5008,moderate 1711,Ghana,2022,rural,Health,Junior,32.62,830356,0.1415,712835,0.3319,236555,43,0.5764,0.7665,180.12,0.0508,0.6286,0.4744,0.6304,moderate 1712,DRC,2022,urban,Finance,Mid_Level,98.59,612727,0.2286,472654,0.195,92177,11,0.5676,0.6912,126.68,0.0646,0.3881,0.2053,0.4321,low 1713,Nigeria,2023,capital,Administration,Junior,224.39,4628750,0.1434,3964925,0.5176,2052283,23,0.6602,0.6956,196.68,0.0687,0.6026,0.4179,0.6074,moderate 1714,Ethiopia,2021,remote,Justice,Junior,117.0,1536067,0.3272,1033479,0.1614,166812,17,0.6026,0.6704,143.76,0.0613,0.4401,0.1716,0.4128,low 1715,Rwanda,2020,rural,Education,Junior,12.73,413258,0.1024,370958,0.3959,146849,60,0.6959,0.8165,391.0,0.0907,0.8507,0.7286,0.7538,high 1716,Tanzania,2025,urban,ICT,Junior,69.01,1297129,0.1658,1082024,0.4374,473322,22,0.5452,0.7144,316.45,0.0539,0.6519,0.376,0.5828,moderate 1717,Kenya,2020,urban,Education,Mid_Level,50.61,1731838,0.0923,1572040,0.573,900823,47,0.7405,0.8506,502.76,0.0707,0.7819,0.7304,0.7665,high 1718,South Africa,2024,capital,Education,Junior,62.0,3467596,0.0931,3144801,0.8,2515840,44,0.7721,0.7767,445.25,0.072,0.8444,0.7786,0.8155,high 1719,Kenya,2021,capital,ICT,Junior,51.68,1576712,0.068,1469475,0.6171,906837,65,0.6499,0.8883,428.13,0.071,0.95,0.7144,0.8495,high 1720,South Africa,2022,capital,Health,Mid_Level,61.02,3330695,0.1031,2987288,0.6417,1916884,69,0.6761,0.8743,556.52,0.0711,0.9054,0.6553,0.8444,high 1721,Rwanda,2022,remote,Infrastructure,Junior,13.35,381914,0.1325,331322,0.3112,103107,87,0.7691,0.7893,419.31,0.092,0.95,0.6552,0.7911,high 1722,Nigeria,2020,remote,Administration,Junior,208.37,4483331,0.3059,3111771,0.2209,687382,26,0.6123,0.7363,289.22,0.0609,0.5938,0.377,0.5013,moderate 1723,Botswana,2023,capital,Education,Junior,2.56,126366,0.0664,117975,0.6538,77134,79,0.7155,0.8813,463.96,0.0903,0.8234,0.5419,0.8631,high 1724,Rwanda,2019,remote,Social_Services,Junior,12.43,340146,0.1087,303170,0.3002,91011,61,0.8306,0.7684,614.04,0.0653,0.95,0.6307,0.7237,high 1725,Kenya,2018,rural,Education,Senior,48.55,1827924,0.1503,1553221,0.4574,710470,44,0.6576,0.8834,667.23,0.0815,0.8384,0.6924,0.7224,high 1726,Tanzania,2020,capital,ICT,Senior,59.53,1008419,0.1049,902587,0.4676,422071,22,0.6066,0.7919,323.8,0.0548,0.5645,0.3712,0.608,moderate 1727,South Africa,2022,capital,ICT,Mid_Level,61.02,2946768,0.1077,2629392,0.6791,1785718,55,0.733,0.7834,414.59,0.0688,0.821,0.6904,0.799,high 1728,Tanzania,2025,rural,ICT,Mid_Level,69.01,1161429,0.2123,914833,0.2534,231809,20,0.6579,0.7725,314.34,0.0512,0.7023,0.3576,0.5321,moderate 1729,Rwanda,2020,rural,Finance,Mid_Level,12.73,426368,0.1158,377014,0.3724,140417,59,0.8284,0.8606,494.06,0.0661,0.7803,0.7679,0.7456,high 1730,Rwanda,2021,rural,Education,Junior,13.04,398226,0.116,352047,0.4091,144020,67,0.7797,0.7718,463.63,0.0818,0.7748,0.6859,0.7526,high 1731,Rwanda,2018,rural,Social_Services,Senior,12.14,383241,0.1033,343658,0.4116,141443,71,0.6869,0.8852,536.11,0.0772,0.9117,0.689,0.7974,high 1732,Ethiopia,2020,urban,Agriculture,Director,114.15,1440467,0.1988,1154042,0.3158,364440,10,0.5031,0.5991,290.47,0.0633,0.3936,0.2249,0.456,low 1733,Senegal,2022,capital,Infrastructure,Mid_Level,17.07,375784,0.0985,338784,0.5036,170597,33,0.5961,0.8031,206.15,0.0488,0.6971,0.4548,0.6694,high 1734,Tanzania,2023,urban,ICT,Junior,65.05,1137819,0.1437,974369,0.392,381994,27,0.6931,0.7106,197.28,0.0582,0.6508,0.4341,0.5947,moderate 1735,DRC,2025,rural,ICT,Junior,108.36,593379,0.31,409432,0.1694,69373,9,0.4871,0.6385,106.86,0.0635,0.4356,0.1711,0.3938,low 1736,Nigeria,2022,capital,Education,Junior,218.92,4482248,0.1431,3840958,0.4881,1874719,35,0.5799,0.7865,275.05,0.0499,0.6197,0.3244,0.6361,moderate 1737,Nigeria,2018,urban,Education,Director,198.33,4435162,0.1624,3714866,0.4592,1706048,38,0.6344,0.7534,681.68,0.0701,0.7079,0.3303,0.636,moderate 1738,Botswana,2023,capital,Education,Mid_Level,2.56,122059,0.0677,113793,0.7071,80466,76,0.7201,0.9095,486.81,0.0828,0.7954,0.7682,0.8926,high 1739,Nigeria,2025,capital,Security,Senior,235.75,4180272,0.1443,3576902,0.5172,1849987,30,0.6988,0.6822,469.32,0.0715,0.5829,0.389,0.6177,moderate 1740,Tanzania,2022,remote,Health,Junior,63.15,1238374,0.2227,962607,0.2253,216852,27,0.6943,0.6962,317.27,0.0615,0.7288,0.3389,0.5294,moderate 1741,Mozambique,2023,remote,Justice,Junior,32.13,316716,0.2843,226672,0.1258,28510,20,0.6594,0.6674,91.37,0.0539,0.3758,0.17,0.4151,low 1742,DRC,2024,capital,Health,Mid_Level,105.0,559471,0.216,438645,0.2351,103120,8,0.5409,0.6474,132.13,0.0533,0.3732,0.2128,0.4305,low 1743,Tanzania,2018,capital,Education,Junior,56.11,870477,0.1472,742326,0.431,319944,27,0.5633,0.6762,287.61,0.0654,0.7421,0.3234,0.5964,moderate 1744,South Africa,2019,rural,Education,Junior,59.58,2969104,0.1333,2573382,0.5154,1326320,73,0.8245,0.8306,580.64,0.0842,0.95,0.6528,0.8129,high 1745,South Africa,2025,capital,Agriculture,Senior,62.5,3703674,0.1254,3239182,0.6799,2202285,67,0.7197,0.8754,607.9,0.0775,0.95,0.7308,0.8555,high 1746,Ethiopia,2021,capital,Education,Junior,117.0,1222300,0.2279,943773,0.3112,293700,11,0.5794,0.5946,112.52,0.0535,0.3508,0.2027,0.4429,low 1747,Nigeria,2023,urban,Social_Services,Director,224.39,4901375,0.1863,3988449,0.4842,1931274,35,0.6002,0.7011,710.13,0.0683,0.713,0.423,0.6308,moderate 1748,Ethiopia,2024,rural,Security,Junior,126.0,1494071,0.2392,1136718,0.1826,207523,15,0.484,0.7037,116.42,0.0648,0.3488,0.2278,0.4366,low 1749,Botswana,2021,urban,Security,Mid_Level,2.49,114010,0.0968,102970,0.7495,77176,59,0.8292,0.8252,431.7,0.074,0.8714,0.6024,0.8318,high 1750,Senegal,2024,rural,ICT,Junior,18.0,409540,0.1268,357623,0.3287,117547,30,0.6536,0.7868,210.71,0.0526,0.6343,0.3587,0.5928,moderate 1751,Ghana,2023,urban,Social_Services,Executive,33.3,802073,0.1468,684357,0.5421,371001,29,0.6781,0.7472,1125.5,0.0649,0.7253,0.4418,0.6501,high 1752,Senegal,2024,urban,ICT,Mid_Level,18.0,428514,0.1297,372944,0.406,151397,29,0.6781,0.8133,288.41,0.0596,0.6015,0.404,0.6141,moderate 1753,South Africa,2021,rural,Agriculture,Junior,60.54,3206918,0.1873,2606329,0.4839,1261206,50,0.7,0.8442,443.12,0.0876,0.8467,0.6481,0.7253,high 1754,Kenya,2021,urban,Agriculture,Mid_Level,51.68,1614939,0.0865,1475248,0.6188,912911,65,0.6562,0.7775,630.15,0.0687,0.95,0.7353,0.8307,high 1755,South Africa,2018,capital,ICT,Junior,59.11,3168934,0.0952,2867333,0.7232,2073661,72,0.8251,0.7729,528.56,0.0852,0.8283,0.7182,0.8576,high 1756,Ethiopia,2023,capital,ICT,Junior,122.93,1356689,0.1636,1134791,0.3002,340717,13,0.5185,0.6881,130.51,0.0512,0.4143,0.2179,0.4831,low 1757,Ghana,2022,remote,Education,Junior,32.62,700131,0.1949,563657,0.2728,153782,28,0.6241,0.8101,294.53,0.0641,0.6815,0.4368,0.5728,moderate 1758,Botswana,2021,urban,Education,Junior,2.49,113975,0.0872,104032,0.6079,63243,58,0.7951,0.8085,477.72,0.0692,0.8199,0.7166,0.8001,high 1759,Tanzania,2018,urban,ICT,Mid_Level,56.11,1042188,0.1464,889606,0.3639,323727,24,0.5782,0.7096,210.1,0.0626,0.5737,0.3407,0.5622,moderate 1760,Rwanda,2022,urban,Agriculture,Junior,13.35,425166,0.0862,388524,0.6049,235037,90,0.8341,0.7784,463.26,0.0783,0.95,0.607,0.8772,high 1761,Senegal,2020,remote,Education,Mid_Level,16.18,337456,0.2231,262159,0.2264,59342,37,0.6577,0.8218,324.11,0.067,0.5727,0.395,0.5633,moderate 1762,Rwanda,2024,urban,Administration,Senior,14.0,396433,0.0664,370118,0.5686,210460,83,0.8273,0.7725,859.11,0.0654,0.8852,0.6402,0.8515,high 1763,Tanzania,2022,capital,Justice,Senior,63.15,1204260,0.1454,1029125,0.405,416819,21,0.5082,0.7832,298.97,0.0705,0.6692,0.4487,0.5967,moderate 1764,Senegal,2021,rural,Finance,Mid_Level,16.62,395586,0.1354,342038,0.3712,126960,37,0.6959,0.7107,188.52,0.0497,0.6787,0.344,0.6103,moderate 1765,Mozambique,2025,remote,Health,Mid_Level,33.89,314586,0.3146,215611,0.1295,27913,21,0.653,0.5903,103.44,0.0588,0.3926,0.167,0.4007,low 1766,Ethiopia,2024,remote,Finance,Senior,126.0,1591994,0.381,985466,0.1709,168447,14,0.564,0.6207,202.92,0.0518,0.3599,0.1984,0.3814,low 1767,Tanzania,2021,capital,Education,Senior,61.31,1133744,0.1172,1000916,0.4821,482552,32,0.5547,0.7601,331.26,0.061,0.6925,0.3214,0.6366,moderate 1768,Nigeria,2022,urban,Infrastructure,Junior,218.92,4795470,0.1603,4026990,0.3918,1577830,34,0.5478,0.7639,250.26,0.049,0.6012,0.3323,0.6008,moderate 1769,Kenya,2023,rural,Health,Junior,53.87,2100502,0.1109,1867508,0.3915,731123,58,0.6355,0.9261,356.9,0.0912,0.872,0.559,0.7472,high 1770,Kenya,2021,remote,Infrastructure,Junior,51.68,2048223,0.135,1771621,0.2703,478902,38,0.7158,0.791,403.69,0.0942,0.9405,0.5942,0.6509,high 1771,Tanzania,2022,capital,Infrastructure,Junior,63.15,1178590,0.136,1018355,0.4169,424601,21,0.5587,0.7887,293.06,0.0669,0.7425,0.452,0.6105,moderate 1772,Nigeria,2025,rural,Education,Mid_Level,235.75,4287586,0.1752,3536540,0.2934,1037634,27,0.6461,0.7295,175.47,0.07,0.6674,0.3537,0.5586,moderate 1773,DRC,2020,capital,Administration,Junior,92.57,628843,0.2029,501261,0.255,127825,8,0.5293,0.633,108.09,0.0718,0.4158,0.1805,0.4376,low 1774,Nigeria,2024,capital,Administration,Junior,230.0,4173114,0.1273,3641968,0.4196,1528107,37,0.6103,0.6964,296.94,0.0531,0.5709,0.4269,0.6198,moderate 1775,Senegal,2018,rural,Agriculture,Junior,15.34,334825,0.1368,289010,0.3361,97130,34,0.6878,0.7449,293.0,0.0497,0.7322,0.3497,0.6047,moderate 1776,Nigeria,2024,urban,Health,Junior,230.0,5177296,0.1786,4252698,0.4576,1946085,27,0.6242,0.7098,272.18,0.0543,0.7142,0.4327,0.6084,moderate 1777,Rwanda,2021,rural,Education,Junior,13.04,360080,0.0916,327098,0.401,131158,83,0.8918,0.8427,646.34,0.0925,0.7973,0.6397,0.805,high 1778,Ghana,2025,capital,Education,Director,34.71,939724,0.1269,820484,0.6082,498985,30,0.6571,0.7954,522.43,0.049,0.5873,0.4386,0.6672,high 1779,Kenya,2023,rural,Education,Mid_Level,53.87,1617750,0.1479,1378439,0.4228,582804,60,0.692,0.7789,368.85,0.0901,0.815,0.7342,0.7405,high 1780,South Africa,2020,urban,Education,Junior,60.06,3223288,0.1133,2857967,0.631,1803299,63,0.71,0.8608,547.33,0.0669,0.8691,0.5434,0.8073,high 1781,Nigeria,2018,capital,Agriculture,Junior,198.33,4405071,0.1545,3724360,0.399,1486161,31,0.5323,0.6914,323.24,0.059,0.5578,0.4561,0.5937,moderate 1782,Ethiopia,2025,rural,Security,Senior,129.15,1658908,0.2934,1172257,0.2288,268164,15,0.5196,0.5855,164.73,0.05,0.3389,0.1975,0.4128,low 1783,Uganda,2025,capital,Education,Senior,50.57,392629,0.1854,319838,0.395,126321,23,0.5318,0.7278,402.39,0.0486,0.5892,0.3818,0.5662,moderate 1784,Mozambique,2023,rural,Security,Mid_Level,32.13,276119,0.312,189972,0.2054,39021,15,0.5574,0.6251,149.28,0.0572,0.3778,0.233,0.4157,low 1785,Uganda,2022,capital,Security,Senior,46.01,350161,0.1698,290698,0.4048,117686,22,0.676,0.751,407.26,0.067,0.5791,0.327,0.567,moderate 1786,Senegal,2025,rural,Education,Junior,18.49,365990,0.1215,321504,0.3225,103672,34,0.5712,0.771,318.14,0.0718,0.715,0.391,0.6115,moderate 1787,Tanzania,2022,urban,Health,Senior,63.15,1196720,0.1462,1021703,0.3668,374766,21,0.6494,0.7019,279.09,0.063,0.6898,0.3391,0.5658,moderate 1788,Senegal,2019,rural,Administration,Mid_Level,15.76,376975,0.1403,324093,0.3531,114434,34,0.7015,0.7914,217.62,0.0516,0.71,0.3252,0.6104,moderate 1789,South Africa,2023,urban,Health,Mid_Level,61.51,3243171,0.1369,2799045,0.5873,1643743,42,0.5939,0.8108,545.67,0.0756,0.8058,0.7752,0.7473,high 1790,Senegal,2018,urban,Administration,Mid_Level,15.34,319253,0.1347,276238,0.4578,126448,23,0.5043,0.8162,217.18,0.0675,0.561,0.3435,0.6011,moderate 1791,Ethiopia,2024,remote,Health,Junior,126.0,1613112,0.3718,1013297,0.1516,153615,12,0.6212,0.6074,103.1,0.0558,0.3477,0.2029,0.3711,low 1792,Rwanda,2020,urban,Education,Junior,12.73,424686,0.0759,392455,0.5685,223111,53,0.7329,0.898,545.02,0.0892,0.8158,0.7726,0.7992,high 1793,DRC,2019,urban,Infrastructure,Junior,89.7,528905,0.2213,411842,0.2305,94939,13,0.5712,0.6398,106.34,0.0679,0.3908,0.1997,0.4398,low 1794,South Africa,2018,capital,Education,Mid_Level,59.11,3457074,0.1274,3016725,0.6867,2071636,58,0.7904,0.8196,512.16,0.0857,0.838,0.5927,0.8008,high 1795,Mozambique,2020,rural,Education,Junior,29.66,265450,0.3021,185268,0.2089,38698,22,0.6447,0.6028,91.04,0.06,0.3925,0.2186,0.4332,low 1796,Mozambique,2019,remote,Education,Mid_Level,28.88,320403,0.3392,211737,0.1511,31989,20,0.6305,0.6904,112.26,0.0567,0.4255,0.2064,0.4197,low 1797,Tanzania,2022,urban,Education,Mid_Level,63.15,1296934,0.127,1132216,0.373,422332,21,0.5807,0.7183,278.07,0.0512,0.6007,0.3299,0.5648,moderate 1798,Nigeria,2018,rural,Administration,Senior,198.33,4401099,0.1753,3629700,0.3493,1267728,29,0.6656,0.7674,341.22,0.0544,0.5755,0.386,0.5773,moderate 1799,Ethiopia,2021,remote,Health,Mid_Level,117.0,1414570,0.2974,993925,0.148,147132,14,0.555,0.6153,86.46,0.0551,0.4294,0.2246,0.4054,low 1800,Nigeria,2019,rural,Administration,Junior,203.29,3612819,0.1699,2999144,0.2813,843772,35,0.7003,0.7561,225.03,0.0674,0.5905,0.3424,0.5721,moderate 1801,Uganda,2018,remote,Security,Mid_Level,40.56,346638,0.2701,253018,0.1883,47633,26,0.6795,0.752,193.31,0.0715,0.6295,0.371,0.5074,moderate 1802,DRC,2018,capital,Agriculture,Mid_Level,86.92,479930,0.1937,386960,0.236,91309,11,0.512,0.6134,145.87,0.0716,0.3731,0.2159,0.439,low 1803,Senegal,2024,capital,Administration,Mid_Level,18.0,402741,0.1024,361497,0.4607,166541,38,0.6974,0.6894,259.42,0.071,0.7224,0.4201,0.6522,high 1804,Tanzania,2019,urban,Health,Senior,57.79,1127277,0.1614,945390,0.348,328953,34,0.725,0.7762,460.89,0.0585,0.6136,0.3447,0.5939,moderate 1805,Rwanda,2018,capital,Security,Junior,12.14,315556,0.0568,297639,0.6877,204682,94,0.8518,0.8972,642.07,0.0867,0.95,0.6801,0.9403,high 1806,Ethiopia,2025,urban,Justice,Junior,129.15,1389590,0.2416,1053847,0.3143,331184,18,0.6444,0.6818,121.99,0.0705,0.356,0.1662,0.4677,low 1807,Kenya,2021,urban,Security,Senior,51.68,1551866,0.1059,1387496,0.5892,817487,66,0.7291,0.8699,869.95,0.0805,0.8161,0.5329,0.8012,high 1808,Nigeria,2018,urban,Security,Mid_Level,198.33,4219929,0.1285,3677851,0.3822,1405663,34,0.6896,0.7803,286.81,0.0711,0.7366,0.4231,0.6315,moderate 1809,Kenya,2020,capital,Security,Junior,50.61,1583863,0.0744,1465971,0.7057,1034562,38,0.7082,0.9183,556.5,0.066,0.95,0.6899,0.8046,high 1810,Senegal,2020,rural,Health,Mid_Level,16.18,399006,0.1525,338153,0.3779,127800,31,0.6909,0.791,188.26,0.0699,0.73,0.3762,0.6131,moderate 1811,Nigeria,2024,capital,Health,Junior,230.0,4577903,0.1152,4050368,0.4203,1702227,38,0.6508,0.7985,205.99,0.0501,0.7047,0.3758,0.6491,moderate 1812,Tanzania,2021,remote,Education,Mid_Level,61.31,1148296,0.193,926640,0.2326,215518,26,0.5451,0.7396,244.1,0.0634,0.7352,0.4424,0.5536,moderate 1813,Mozambique,2021,remote,Social_Services,Junior,30.47,269608,0.2981,189237,0.1229,23249,17,0.5409,0.7115,118.04,0.0531,0.4451,0.2011,0.42,low 1814,Rwanda,2018,capital,Security,Mid_Level,12.14,377868,0.0766,348923,0.6909,241054,91,0.9269,0.8796,390.41,0.0795,0.8917,0.6606,0.9182,high 1815,Uganda,2021,rural,Education,Mid_Level,44.58,345405,0.2925,244374,0.2501,61124,25,0.6205,0.7328,296.14,0.0703,0.7008,0.4718,0.5291,moderate 1816,Ethiopia,2021,remote,Administration,Senior,117.0,1545233,0.4013,925085,0.1566,144846,15,0.5462,0.6714,161.08,0.0658,0.3906,0.1883,0.3849,low 1817,Senegal,2019,urban,Security,Junior,15.76,298068,0.1057,266569,0.4393,117091,27,0.569,0.7807,286.94,0.071,0.5755,0.3699,0.6125,moderate 1818,Uganda,2018,rural,Health,Junior,40.56,332962,0.2378,253796,0.2635,66865,24,0.6566,0.7339,216.83,0.0609,0.5661,0.3267,0.5158,moderate 1819,Tanzania,2021,capital,Health,Mid_Level,61.31,1208339,0.1058,1080439,0.4452,480983,34,0.5919,0.7846,199.32,0.0704,0.5526,0.3672,0.6295,moderate 1820,Tanzania,2025,rural,Education,Senior,69.01,1390528,0.1839,1134866,0.2612,296370,23,0.6707,0.6992,332.68,0.0515,0.5731,0.4035,0.5294,moderate 1821,Kenya,2021,capital,Health,Junior,51.68,1550691,0.0732,1437185,0.6696,962355,37,0.61,0.861,573.11,0.0857,0.95,0.5917,0.7749,high 1822,Nigeria,2018,capital,Health,Executive,198.33,4049920,0.1568,3415035,0.5361,1830817,36,0.6262,0.8064,960.25,0.0507,0.6594,0.4665,0.6684,high 1823,Tanzania,2024,urban,Social_Services,Mid_Level,67.0,1272779,0.1293,1108146,0.3637,403064,23,0.6586,0.8235,214.59,0.052,0.5664,0.4406,0.5903,moderate 1824,Uganda,2022,rural,Health,Junior,46.01,413849,0.2597,306358,0.2381,72943,18,0.5275,0.6846,182.46,0.0653,0.6039,0.3815,0.4908,low 1825,DRC,2022,urban,Finance,Senior,98.59,546123,0.2814,392466,0.1993,78222,9,0.4673,0.6739,170.46,0.0665,0.347,0.2083,0.4086,low 1826,Tanzania,2018,capital,Agriculture,Junior,56.11,972806,0.1262,850000,0.4666,396629,30,0.5546,0.6863,231.45,0.0538,0.6121,0.3748,0.6117,moderate 1827,South Africa,2021,urban,Health,Junior,60.54,2981581,0.1071,2662342,0.6992,1861557,51,0.6303,0.9098,464.88,0.0699,0.95,0.6909,0.8261,high 1828,Ghana,2025,remote,Security,Junior,34.71,863471,0.178,709791,0.277,196644,46,0.5822,0.8064,255.9,0.0516,0.7194,0.4059,0.6233,moderate 1829,DRC,2021,rural,Health,Junior,95.53,600974,0.3871,368320,0.1651,60809,14,0.6135,0.5892,139.51,0.0665,0.3724,0.1928,0.3744,low 1830,South Africa,2023,remote,ICT,Mid_Level,61.51,3543094,0.1968,2845842,0.3895,1108556,65,0.8596,0.9345,449.06,0.0953,0.95,0.5819,0.7541,high 1831,Kenya,2018,rural,Education,Junior,48.55,1725919,0.1024,1549256,0.4056,628320,61,0.6385,0.8711,397.51,0.0916,0.8802,0.7312,0.7701,high 1832,Kenya,2023,rural,Infrastructure,Mid_Level,53.87,1623767,0.1277,1416405,0.4187,593109,55,0.6403,0.8568,486.21,0.0831,0.95,0.614,0.7452,high 1833,Kenya,2022,urban,Justice,Senior,52.76,1731919,0.0854,1583994,0.6026,954515,61,0.6348,0.8377,663.48,0.0885,0.8127,0.7223,0.811,high 1834,Kenya,2023,rural,ICT,Mid_Level,53.87,1998197,0.1366,1725279,0.459,791907,53,0.6282,0.9315,367.05,0.0948,0.8432,0.648,0.752,high 1835,Kenya,2025,rural,Agriculture,Junior,56.15,1843021,0.1025,1654199,0.4268,705969,50,0.6421,0.8303,632.28,0.0911,0.891,0.7748,0.7472,high 1836,DRC,2021,urban,Education,Senior,95.53,533257,0.224,413813,0.2441,101026,13,0.5957,0.6812,199.75,0.0502,0.4197,0.1799,0.4497,low 1837,Ethiopia,2019,remote,Health,Junior,111.37,1260178,0.4181,733300,0.1784,130797,11,0.5269,0.6805,130.48,0.0536,0.37,0.2075,0.3774,low 1838,Mozambique,2018,rural,Education,Senior,28.12,296746,0.2844,212341,0.2022,42938,13,0.5123,0.6528,209.93,0.0684,0.3762,0.2235,0.4198,low 1839,Nigeria,2019,capital,Education,Director,203.29,4119441,0.139,3547021,0.5022,1781186,21,0.5171,0.6899,483.13,0.0589,0.6072,0.4457,0.6021,moderate 1840,DRC,2024,remote,Education,Mid_Level,105.0,544703,0.3763,339728,0.121,41120,11,0.5751,0.6941,88.29,0.0705,0.3365,0.2385,0.3753,low 1841,Kenya,2023,capital,Education,Junior,53.87,2054285,0.0748,1900675,0.6851,1302089,46,0.7844,0.811,555.49,0.0896,0.8326,0.5397,0.7764,high 1842,Tanzania,2022,rural,Social_Services,Junior,63.15,1263731,0.2155,991354,0.3156,312861,19,0.5047,0.8247,285.09,0.063,0.7283,0.3263,0.5517,moderate 1843,DRC,2024,rural,Social_Services,Senior,105.0,627151,0.2783,452590,0.1752,79275,13,0.5282,0.7129,159.6,0.0569,0.4455,0.2134,0.4295,low 1844,Kenya,2025,rural,Infrastructure,Junior,56.15,2170288,0.1261,1896625,0.424,804227,53,0.6072,0.7728,534.92,0.0894,0.8983,0.5695,0.7197,high 1845,South Africa,2021,rural,Health,Mid_Level,60.54,3403013,0.1542,2878177,0.4822,1387906,73,0.7238,0.788,368.25,0.0872,0.95,0.6995,0.7976,high 1846,South Africa,2025,rural,Education,Junior,62.5,3477905,0.1708,2883795,0.4713,1359257,60,0.7215,0.8245,540.22,0.0879,0.95,0.6,0.7538,high 1847,Rwanda,2024,urban,Education,Senior,14.0,479141,0.0887,436655,0.5305,231656,65,0.8193,0.9021,751.92,0.0645,0.9105,0.5281,0.8021,high 1848,Ethiopia,2020,rural,Health,Mid_Level,114.15,1419679,0.2857,1014031,0.2,202828,18,0.5811,0.7006,113.7,0.0623,0.4432,0.1699,0.44,low 1849,Ghana,2020,remote,Finance,Junior,31.29,898901,0.1766,740168,0.2821,208827,43,0.7298,0.7413,181.59,0.0682,0.709,0.358,0.6018,moderate 1850,Kenya,2020,urban,Health,Senior,50.61,1995763,0.0872,1821633,0.6448,1174522,61,0.7949,0.9298,671.09,0.0933,0.8004,0.6443,0.8258,high 1851,DRC,2022,capital,Security,Mid_Level,98.59,583646,0.2313,448650,0.2084,93479,9,0.4847,0.7088,139.67,0.0607,0.4087,0.212,0.4351,low 1852,Senegal,2020,capital,Infrastructure,Junior,16.18,395853,0.0902,360163,0.5101,183723,31,0.6695,0.8176,236.74,0.0491,0.6815,0.3407,0.6573,high 1853,South Africa,2018,rural,Health,Junior,59.11,3075345,0.1566,2593879,0.5261,1364602,51,0.6831,0.8853,598.11,0.0752,0.9458,0.6823,0.7655,high 1854,Uganda,2020,capital,Security,Junior,43.2,326754,0.1729,270270,0.3503,94679,19,0.5667,0.8068,290.84,0.0556,0.6114,0.478,0.5718,moderate 1855,Mozambique,2023,rural,Health,Junior,32.13,301510,0.3056,209376,0.2103,44024,14,0.5917,0.6986,147.28,0.059,0.3618,0.2365,0.4258,low 1856,Ghana,2020,urban,Education,Mid_Level,31.29,690018,0.1296,600617,0.5671,340621,37,0.7385,0.8109,293.85,0.0626,0.7242,0.4088,0.6868,high 1857,Ethiopia,2019,remote,Infrastructure,Director,111.37,1293548,0.3434,849406,0.1684,143081,16,0.5538,0.6992,302.98,0.0483,0.4126,0.1651,0.4089,low 1858,Senegal,2021,capital,Education,Executive,16.62,323189,0.1112,287253,0.5198,149309,26,0.6829,0.7052,1009.35,0.067,0.7014,0.3712,0.6302,moderate 1859,Kenya,2024,remote,Finance,Mid_Level,55.0,1846756,0.1483,1572868,0.3092,486276,42,0.706,0.7931,351.55,0.0781,0.7944,0.6662,0.6602,high 1860,Ghana,2022,capital,Education,Junior,32.62,838376,0.1027,752257,0.5809,436976,40,0.635,0.6783,223.02,0.0558,0.6174,0.4726,0.6803,high 1861,DRC,2019,urban,Social_Services,Director,89.7,533077,0.256,396589,0.1857,73657,14,0.5718,0.6473,264.46,0.0587,0.4175,0.1665,0.4229,low 1862,Rwanda,2022,capital,Justice,Junior,13.35,449015,0.0666,419129,0.6468,271092,68,0.7758,0.8225,457.98,0.0703,0.8677,0.731,0.8483,high 1863,DRC,2019,remote,Social_Services,Mid_Level,89.7,462422,0.4303,263463,0.1287,33905,11,0.5086,0.6268,114.46,0.0497,0.3593,0.2118,0.3532,low 1864,Nigeria,2021,capital,Administration,Junior,213.58,3796540,0.1232,3328944,0.4394,1462872,30,0.5393,0.8032,306.62,0.0556,0.7037,0.416,0.6365,moderate 1865,Botswana,2024,capital,Agriculture,Junior,2.6,99781,0.0902,90785,0.7026,63789,65,0.6988,0.9141,465.36,0.0697,0.9395,0.5734,0.854,high 1866,DRC,2020,rural,ICT,Senior,92.57,492792,0.3108,339628,0.1699,57692,10,0.5789,0.6463,221.52,0.0566,0.4408,0.1926,0.4001,low 1867,Mozambique,2023,capital,Infrastructure,Junior,32.13,274352,0.1747,226421,0.2532,57332,22,0.6424,0.6811,116.64,0.0542,0.3695,0.1763,0.4814,low 1868,Uganda,2022,rural,Education,Junior,46.01,326726,0.2481,245677,0.2225,54650,21,0.5159,0.6912,281.89,0.072,0.5904,0.3567,0.4945,low 1869,Tanzania,2020,rural,Infrastructure,Mid_Level,59.53,1086465,0.2171,850560,0.2506,213120,21,0.5633,0.7482,192.09,0.0694,0.6847,0.4692,0.5385,moderate 1870,Ethiopia,2025,rural,Social_Services,Mid_Level,129.15,1484944,0.3125,1020892,0.2363,241187,17,0.6037,0.6138,143.84,0.0574,0.4045,0.2142,0.4274,low 1871,Kenya,2022,capital,Security,Junior,52.76,1716642,0.0715,1593970,0.6465,1030426,40,0.6294,0.9162,485.92,0.0926,0.908,0.5665,0.7786,high 1872,Kenya,2024,urban,ICT,Junior,55.0,2111040,0.0943,1912036,0.6307,1205940,42,0.6948,0.7842,591.65,0.0715,0.8902,0.6906,0.7648,high 1873,DRC,2021,rural,Security,Junior,95.53,620217,0.3257,418202,0.1606,67152,9,0.5236,0.6912,150.69,0.0705,0.4134,0.1663,0.3929,low 1874,Nigeria,2021,capital,Security,Junior,213.58,4883555,0.1229,4283395,0.4052,1735635,36,0.5865,0.6786,257.21,0.0713,0.6047,0.3854,0.6114,moderate 1875,Senegal,2019,rural,Education,Mid_Level,15.76,344326,0.1771,283331,0.3498,99101,36,0.6414,0.7205,222.09,0.0601,0.5899,0.3412,0.5843,moderate 1876,Rwanda,2020,capital,Education,Mid_Level,12.73,415231,0.0598,390399,0.7125,278170,53,0.8182,0.8529,492.77,0.0848,0.9032,0.6261,0.8265,high 1877,Kenya,2020,remote,Social_Services,Mid_Level,50.61,1950247,0.1354,1686197,0.3148,530740,50,0.6632,0.9211,599.75,0.093,0.9469,0.6178,0.7145,high 1878,Rwanda,2024,capital,Social_Services,Junior,14.0,460094,0.0727,426653,0.5743,245030,59,0.7255,0.816,610.19,0.0702,0.8874,0.5877,0.7928,high 1879,DRC,2019,urban,Social_Services,Mid_Level,89.7,605080,0.2425,458377,0.1978,90664,8,0.5312,0.5902,84.31,0.0625,0.3508,0.2048,0.4029,low 1880,Mozambique,2022,rural,Education,Mid_Level,31.29,300295,0.2256,232562,0.1765,41053,12,0.5418,0.6812,140.5,0.0536,0.3439,0.1748,0.4218,low 1881,Mozambique,2025,urban,Finance,Junior,33.89,368327,0.1974,295602,0.2255,66669,17,0.6043,0.6465,153.74,0.0689,0.3917,0.2352,0.4592,low 1882,Kenya,2024,urban,Justice,Mid_Level,55.0,1947587,0.0953,1762021,0.6241,1099697,65,0.7189,0.8741,538.52,0.0924,0.8956,0.5694,0.8223,high 1883,DRC,2019,capital,Health,Junior,89.7,474028,0.2572,352084,0.2243,78977,11,0.586,0.6242,135.49,0.0677,0.3736,0.1982,0.4201,low 1884,Senegal,2020,urban,Agriculture,Junior,16.18,352139,0.1132,312266,0.3923,122509,26,0.6115,0.6754,280.63,0.0697,0.6996,0.3703,0.5931,moderate 1885,Ghana,2021,rural,Security,Executive,31.94,796941,0.1512,676468,0.349,236054,47,0.7154,0.8046,1134.45,0.0712,0.6502,0.472,0.6499,moderate 1886,Senegal,2025,rural,Administration,Mid_Level,18.49,436318,0.1545,368886,0.3604,132939,38,0.7025,0.7393,294.44,0.069,0.6766,0.3927,0.6143,moderate 1887,Nigeria,2024,rural,Finance,Mid_Level,230.0,4856438,0.2258,3759761,0.2943,1106546,26,0.6742,0.8156,235.31,0.0699,0.6443,0.3468,0.5536,moderate 1888,DRC,2023,capital,Health,Director,101.74,613692,0.2031,489071,0.2326,113770,12,0.5708,0.6303,279.73,0.0612,0.4048,0.2337,0.4458,low 1889,Ghana,2021,remote,ICT,Junior,31.94,685366,0.2188,535430,0.3061,163873,27,0.5528,0.7764,296.45,0.0501,0.6234,0.3582,0.5539,moderate 1890,Nigeria,2025,rural,Finance,Senior,235.75,4768273,0.2446,3602181,0.2876,1035816,21,0.5715,0.7056,450.54,0.0608,0.6088,0.4438,0.5244,moderate 1891,Mozambique,2022,rural,Education,Executive,31.29,327802,0.307,227182,0.2018,45842,18,0.4879,0.6717,365.01,0.0711,0.3607,0.1894,0.4245,low 1892,South Africa,2022,urban,Security,Senior,61.02,3484018,0.1392,2998906,0.6377,1912379,61,0.8275,0.813,635.66,0.0643,0.95,0.6988,0.8139,high 1893,Kenya,2020,capital,Health,Mid_Level,50.61,1608551,0.0939,1457575,0.7082,1032322,61,0.8225,0.9334,572.24,0.0822,0.95,0.6666,0.8578,high 1894,Nigeria,2021,capital,Security,Senior,213.58,4519074,0.1346,3910661,0.4844,1894373,35,0.6907,0.7487,343.88,0.0575,0.7295,0.3472,0.6449,moderate 1895,Senegal,2024,capital,ICT,Junior,18.0,423731,0.11,377100,0.54,203639,38,0.5618,0.716,209.46,0.0648,0.6857,0.3675,0.6652,high 1896,Botswana,2024,urban,Education,Junior,2.6,125585,0.071,116671,0.7701,89848,75,0.8208,0.8053,585.65,0.0919,0.9104,0.596,0.8837,high 1897,Uganda,2021,urban,Education,Mid_Level,44.58,339767,0.2133,267300,0.3536,94518,24,0.6761,0.7419,200.55,0.0612,0.6494,0.4452,0.5658,moderate 1898,Mozambique,2024,rural,ICT,Junior,33.0,304180,0.2464,229242,0.1968,45114,15,0.4909,0.7121,106.65,0.0533,0.3735,0.1727,0.4365,low 1899,Senegal,2018,urban,Education,Senior,15.34,330982,0.1241,289894,0.49,142036,38,0.7339,0.7498,285.89,0.0489,0.5889,0.4527,0.6531,high 1900,DRC,2022,capital,Health,Senior,98.59,595090,0.1946,479284,0.2619,125501,13,0.5483,0.6455,198.65,0.0561,0.4485,0.2228,0.4633,low 1901,Rwanda,2023,rural,ICT,Junior,13.67,351441,0.1123,311976,0.3987,124390,83,0.8328,0.8192,419.4,0.0889,0.8202,0.5613,0.7901,high 1902,Mozambique,2021,capital,Security,Executive,30.47,327309,0.1866,266233,0.2719,72395,23,0.6595,0.6917,402.24,0.051,0.3523,0.1807,0.4859,low 1903,Rwanda,2018,rural,Education,Junior,12.14,406712,0.1193,358202,0.4003,143403,65,0.8284,0.9299,544.9,0.0782,0.95,0.7229,0.7895,high 1904,South Africa,2018,urban,Social_Services,Mid_Level,59.11,2807220,0.1319,2436892,0.6758,1646911,51,0.6711,0.8184,647.97,0.0699,0.95,0.658,0.797,high 1905,Senegal,2025,remote,ICT,Senior,18.49,396147,0.1717,328125,0.2361,77465,36,0.6134,0.7402,280.44,0.0665,0.5742,0.3739,0.5619,moderate 1906,Kenya,2022,urban,Administration,Mid_Level,52.76,2006754,0.0871,1832025,0.5089,932309,60,0.6631,0.9068,632.91,0.0731,0.95,0.6337,0.7998,high 1907,Rwanda,2020,urban,Security,Executive,12.73,359073,0.0818,329690,0.5708,188202,63,0.7817,0.8944,2260.86,0.0942,0.8028,0.6606,0.8103,high 1908,Senegal,2020,rural,Health,Junior,16.18,385020,0.1424,330189,0.351,115880,42,0.66,0.7549,321.3,0.0659,0.5909,0.4487,0.6243,moderate 1909,Rwanda,2022,rural,Agriculture,Junior,13.35,438327,0.0807,402944,0.4876,196494,89,0.95,0.771,481.29,0.0694,0.8756,0.6135,0.8388,high 1910,Nigeria,2022,urban,ICT,Junior,218.92,4271624,0.1701,3544844,0.4002,1418792,34,0.6758,0.7818,276.26,0.0676,0.7465,0.3289,0.6173,moderate 1911,Nigeria,2021,rural,Health,Mid_Level,213.58,4476333,0.1841,3652211,0.3027,1105585,35,0.5568,0.6952,297.71,0.0674,0.6676,0.3866,0.5769,moderate 1912,Mozambique,2018,remote,Education,Director,28.12,304522,0.2797,219353,0.1461,32049,22,0.6549,0.6647,240.95,0.0643,0.4094,0.2071,0.433,low 1913,Tanzania,2020,remote,Infrastructure,Junior,59.53,992830,0.2108,783575,0.2159,169135,22,0.5911,0.7038,215.64,0.0509,0.6222,0.385,0.5126,moderate 1914,DRC,2021,rural,Infrastructure,Mid_Level,95.53,492913,0.3275,331495,0.1368,45349,11,0.5628,0.6886,123.62,0.0571,0.3624,0.2366,0.393,low 1915,Rwanda,2019,capital,Health,Executive,12.43,418484,0.0624,392383,0.5577,218822,87,0.7973,0.7688,1947.93,0.0776,0.8723,0.6899,0.8629,high 1916,Botswana,2023,urban,Health,Junior,2.56,128472,0.0771,118561,0.6654,78891,51,0.6468,0.8475,420.66,0.0851,0.8738,0.725,0.8116,high 1917,Mozambique,2022,urban,Social_Services,Director,31.29,277212,0.2153,217533,0.2675,58190,19,0.495,0.5887,263.07,0.0499,0.3743,0.2298,0.4593,low 1918,Ghana,2020,urban,Education,Junior,31.29,852010,0.1427,730447,0.4886,356930,35,0.5815,0.8213,221.65,0.0562,0.6363,0.3329,0.6441,moderate 1919,Senegal,2020,remote,Health,Junior,16.18,325828,0.169,270772,0.2836,76802,37,0.7296,0.8036,268.71,0.0614,0.6518,0.4303,0.5999,moderate 1920,Mozambique,2023,rural,Finance,Mid_Level,32.13,288229,0.2743,209155,0.1883,39380,18,0.5739,0.6825,138.54,0.0559,0.3725,0.1613,0.4293,low 1921,Kenya,2018,capital,Justice,Senior,48.55,1570863,0.0964,1419394,0.6007,852673,61,0.7366,0.8861,685.34,0.0663,0.8429,0.7012,0.8159,high 1922,DRC,2025,rural,Justice,Junior,108.36,700884,0.3811,433779,0.1519,65896,11,0.4709,0.6077,88.07,0.0656,0.4251,0.1687,0.3707,low 1923,Botswana,2025,rural,Agriculture,Executive,2.64,132380,0.1046,118539,0.5672,67234,65,0.6813,0.799,2221.03,0.0956,0.8951,0.669,0.8044,high 1924,Nigeria,2020,rural,Health,Mid_Level,208.37,4275166,0.1681,3556528,0.3532,1256295,38,0.6456,0.7838,302.31,0.0508,0.569,0.4303,0.6088,moderate 1925,Rwanda,2022,rural,Agriculture,Mid_Level,13.35,359076,0.0893,326998,0.4023,131564,71,0.845,0.9063,470.39,0.0833,0.8541,0.6437,0.7915,high 1926,Uganda,2025,urban,Justice,Junior,50.57,385762,0.201,308222,0.3871,119313,23,0.6576,0.7981,267.63,0.0564,0.6234,0.4184,0.5779,moderate 1927,Ethiopia,2023,urban,Education,Junior,122.93,1253980,0.2171,981736,0.3144,308644,17,0.6522,0.672,100.84,0.0643,0.4284,0.2113,0.4816,low 1928,Nigeria,2021,rural,Health,Junior,213.58,3832958,0.2027,3055914,0.3488,1065866,24,0.5193,0.7915,305.19,0.0608,0.6259,0.3889,0.5667,moderate 1929,Botswana,2023,rural,Education,Director,2.56,120713,0.1288,105164,0.4373,45992,84,0.8431,0.8266,1174.2,0.0734,0.818,0.529,0.7958,high 1930,Senegal,2020,urban,Security,Mid_Level,16.18,366179,0.096,331031,0.4482,148369,36,0.691,0.7237,314.27,0.0671,0.7186,0.4266,0.6511,high 1931,Ethiopia,2021,remote,Administration,Senior,117.0,1568790,0.4287,896184,0.1675,150137,12,0.5543,0.6651,209.52,0.0599,0.3915,0.2396,0.3776,low 1932,Tanzania,2021,capital,Security,Junior,61.31,1020402,0.1295,888228,0.4963,440863,23,0.5693,0.7448,278.2,0.0575,0.6354,0.4321,0.6177,moderate 1933,Kenya,2025,urban,Agriculture,Senior,56.15,1795687,0.1065,1604388,0.5471,877770,40,0.5659,0.7706,883.94,0.0856,0.95,0.7158,0.7423,high 1934,Botswana,2021,remote,Administration,Junior,2.49,121050,0.1658,100980,0.3731,37676,52,0.6728,0.9331,564.78,0.0888,0.95,0.5727,0.7241,high 1935,Ghana,2025,urban,Justice,Junior,34.71,823435,0.1189,725508,0.4777,346565,27,0.5733,0.7721,310.3,0.049,0.5557,0.4148,0.6201,moderate 1936,Ghana,2023,rural,ICT,Junior,33.3,827832,0.1959,665619,0.3768,250825,39,0.7412,0.7258,198.58,0.0511,0.7128,0.4571,0.6186,moderate 1937,Ethiopia,2019,rural,Agriculture,Junior,111.37,1476231,0.2845,1056302,0.2307,243668,17,0.5331,0.6782,137.33,0.0555,0.3612,0.2259,0.4395,low 1938,Senegal,2023,rural,Education,Mid_Level,17.53,410379,0.1411,352467,0.3099,109223,31,0.6688,0.704,306.14,0.0541,0.7162,0.3449,0.5814,moderate 1939,Senegal,2023,rural,Security,Executive,17.53,333830,0.13,290439,0.2908,84452,33,0.6894,0.6832,1167.64,0.0584,0.7361,0.3812,0.5869,moderate 1940,Tanzania,2025,rural,ICT,Mid_Level,69.01,1184916,0.2072,939368,0.2901,272473,23,0.5882,0.8058,284.85,0.0522,0.716,0.389,0.5596,moderate 1941,Ethiopia,2018,capital,Health,Mid_Level,108.65,1208967,0.1644,1010268,0.2994,302501,18,0.5941,0.6482,136.79,0.0498,0.4348,0.1742,0.4869,low 1942,Uganda,2018,urban,Health,Junior,40.56,347761,0.1818,284538,0.3046,86674,24,0.633,0.8103,198.19,0.0686,0.6907,0.4102,0.5723,moderate 1943,DRC,2020,rural,Education,Mid_Level,92.57,589343,0.2945,415756,0.1444,60044,14,0.5513,0.6566,153.02,0.053,0.4049,0.2219,0.4086,low 1944,Kenya,2020,urban,Administration,Junior,50.61,1589352,0.0911,1444507,0.6232,900222,51,0.6555,0.8365,483.64,0.0873,0.95,0.6035,0.7913,high 1945,Ghana,2023,rural,Justice,Mid_Level,33.3,711310,0.1785,584359,0.3763,219872,40,0.6167,0.6897,203.4,0.0532,0.5864,0.3591,0.5974,moderate 1946,Ghana,2018,urban,ICT,Mid_Level,30.01,715329,0.1371,617248,0.4959,306102,26,0.6126,0.7206,260.68,0.0522,0.6466,0.351,0.6125,moderate 1947,Ethiopia,2020,rural,Education,Junior,114.15,1194383,0.316,816945,0.2104,171909,17,0.574,0.7142,101.36,0.0658,0.3821,0.1901,0.4305,low 1948,Senegal,2023,remote,Justice,Junior,17.53,386733,0.1676,321910,0.2586,83247,31,0.5731,0.6782,313.8,0.0499,0.6167,0.3505,0.5487,moderate 1949,Botswana,2021,capital,Security,Junior,2.49,101330,0.0695,94285,0.7033,66312,73,0.723,0.8835,479.05,0.0703,0.839,0.6571,0.8731,high 1950,Rwanda,2021,urban,Social_Services,Junior,13.04,378671,0.073,351011,0.5557,195063,72,0.8038,0.8644,550.95,0.0665,0.8991,0.717,0.8419,high 1951,Nigeria,2021,rural,Agriculture,Mid_Level,213.58,3731968,0.2212,2906490,0.3152,916214,21,0.5326,0.6842,260.54,0.0484,0.7168,0.4716,0.5475,moderate 1952,Senegal,2025,capital,Infrastructure,Senior,18.49,429548,0.0927,389735,0.5492,214047,34,0.6799,0.8204,486.94,0.0601,0.583,0.4191,0.6724,high 1953,Uganda,2023,rural,Finance,Mid_Level,47.48,383723,0.2968,269824,0.2863,77259,21,0.5964,0.7599,251.61,0.0494,0.6915,0.437,0.5267,moderate 1954,Ethiopia,2021,remote,ICT,Senior,117.0,1584263,0.3657,1004956,0.1754,176255,18,0.5932,0.6046,142.45,0.0593,0.4176,0.2001,0.3999,low 1955,Mozambique,2024,rural,Education,Junior,33.0,350377,0.2495,262962,0.2114,55597,21,0.5755,0.6605,144.99,0.0689,0.3967,0.2378,0.4555,low 1956,Tanzania,2022,capital,Agriculture,Senior,63.15,1302148,0.1038,1167046,0.429,500672,28,0.682,0.7824,314.53,0.0686,0.682,0.4632,0.6332,moderate 1957,Ethiopia,2024,capital,ICT,Mid_Level,126.0,1730885,0.1715,1434105,0.3395,486813,13,0.4766,0.7142,105.85,0.0499,0.4322,0.1946,0.4943,low 1958,Botswana,2022,remote,Infrastructure,Junior,2.52,120081,0.1594,100942,0.3401,34325,69,0.7456,0.7735,443.48,0.0931,0.8555,0.578,0.727,high 1959,Tanzania,2025,urban,Administration,Senior,69.01,1231173,0.1322,1068384,0.3569,381287,21,0.5371,0.7456,346.23,0.0672,0.6104,0.3879,0.5703,moderate 1960,South Africa,2018,capital,Justice,Mid_Level,59.11,3040704,0.1097,2707147,0.6932,1876662,74,0.7709,0.8878,415.56,0.0779,0.918,0.5472,0.8606,high 1961,Uganda,2022,rural,Health,Executive,46.01,323069,0.2918,228782,0.2593,59331,18,0.5056,0.7799,1152.67,0.0642,0.6344,0.3476,0.5021,moderate 1962,South Africa,2024,rural,Education,Senior,62.0,3419674,0.1613,2868004,0.4835,1386763,45,0.6036,0.8885,961.48,0.0802,0.7882,0.5377,0.7089,high 1963,DRC,2021,rural,Health,Junior,95.53,612652,0.2884,435938,0.1531,66745,13,0.4899,0.6426,92.02,0.0563,0.4383,0.2149,0.4104,low 1964,DRC,2018,capital,Education,Senior,86.92,560167,0.2345,428792,0.2096,89880,15,0.6118,0.6161,169.67,0.0583,0.4002,0.19,0.4327,low 1965,Mozambique,2019,rural,Security,Junior,28.88,287686,0.2205,224254,0.1847,41427,21,0.6,0.7047,135.59,0.0667,0.3851,0.1739,0.4552,low 1966,Botswana,2025,rural,Administration,Mid_Level,2.64,117133,0.1004,105370,0.4839,50986,71,0.8853,0.906,503.94,0.0783,0.7826,0.6113,0.7987,high 1967,Ethiopia,2025,rural,Infrastructure,Senior,129.15,1328049,0.3478,866131,0.2205,190946,10,0.5733,0.5958,195.08,0.0552,0.3563,0.2102,0.3892,low 1968,South Africa,2021,capital,Social_Services,Junior,60.54,3322160,0.1111,2953219,0.6085,1797115,77,0.7953,0.7999,481.02,0.0833,0.7743,0.598,0.8241,high 1969,Senegal,2022,rural,Education,Junior,17.07,344052,0.1387,296337,0.3515,104164,29,0.5753,0.7198,266.9,0.0615,0.6318,0.4212,0.589,moderate 1970,Botswana,2023,capital,Education,Junior,2.56,126652,0.0714,117614,0.7078,83242,69,0.787,0.9029,466.38,0.073,0.9396,0.7094,0.8819,high 1971,South Africa,2025,urban,Infrastructure,Junior,62.5,3796136,0.1286,3308114,0.5788,1914840,58,0.7452,0.8019,569.74,0.0848,0.8373,0.7773,0.7893,high 1972,Ghana,2025,urban,Finance,Senior,34.71,843453,0.1489,717843,0.4555,326989,42,0.6879,0.7269,424.0,0.0486,0.5975,0.3618,0.6366,moderate 1973,Botswana,2018,capital,Education,Junior,2.38,95216,0.0677,88774,0.8,71019,51,0.7515,0.7742,362.19,0.0782,0.8777,0.6619,0.8307,high 1974,Botswana,2023,urban,Education,Senior,2.56,103696,0.0987,93458,0.7043,65826,58,0.6912,0.828,790.99,0.0953,0.8604,0.7649,0.8331,high 1975,Rwanda,2019,capital,Infrastructure,Executive,12.43,371341,0.0753,343393,0.6498,223138,90,0.9407,0.8817,2138.49,0.0806,0.95,0.6649,0.9124,high 1976,Tanzania,2020,remote,Security,Mid_Level,59.53,1130074,0.217,884807,0.2132,188653,22,0.6506,0.7748,298.64,0.0556,0.7466,0.3772,0.5326,moderate 1977,Mozambique,2020,remote,Security,Director,29.66,307600,0.3019,214727,0.1358,29159,21,0.5822,0.6772,239.98,0.0576,0.4297,0.2353,0.429,low 1978,South Africa,2020,capital,Health,Junior,60.06,3503438,0.1045,3137279,0.6581,2064691,69,0.8443,0.8266,620.41,0.0788,0.8448,0.7539,0.8448,high 1979,Nigeria,2019,remote,Agriculture,Director,203.29,3673999,0.2509,2752351,0.2602,716167,36,0.7158,0.7171,669.11,0.0574,0.6151,0.4032,0.5517,moderate 1980,Ghana,2023,urban,Education,Senior,33.3,951847,0.1191,838492,0.5529,463636,45,0.6311,0.7808,473.64,0.0658,0.5584,0.4167,0.6856,high 1981,Nigeria,2024,rural,Health,Junior,230.0,5016238,0.209,3967861,0.3549,1408061,28,0.6711,0.6803,301.15,0.0686,0.6231,0.3695,0.5578,moderate 1982,DRC,2025,rural,Agriculture,Junior,108.36,730536,0.3692,460802,0.1521,70091,11,0.4785,0.6904,144.6,0.0565,0.3677,0.1802,0.3816,low 1983,Tanzania,2019,remote,Justice,Junior,57.79,918643,0.1977,737041,0.2321,171100,22,0.5612,0.8186,262.18,0.0674,0.5728,0.3729,0.531,moderate 1984,Ghana,2025,rural,Security,Mid_Level,34.71,807692,0.1737,667360,0.3149,210180,30,0.6234,0.6753,209.83,0.0517,0.6199,0.4573,0.5693,moderate 1985,Rwanda,2025,capital,Education,Senior,14.34,387847,0.0737,359267,0.5737,206119,81,0.7661,0.8924,758.72,0.0697,0.8833,0.6537,0.8651,high 1986,Ethiopia,2025,rural,Health,Mid_Level,129.15,1419715,0.3386,938947,0.2288,214874,11,0.5584,0.6755,102.12,0.063,0.3856,0.1986,0.4098,low 1987,Uganda,2022,rural,Security,Mid_Level,46.01,392650,0.2506,294258,0.2727,80244,19,0.5832,0.7452,220.33,0.0495,0.652,0.3216,0.5122,moderate 1988,Senegal,2021,urban,Security,Executive,16.62,404844,0.1349,350210,0.5195,181935,24,0.557,0.7195,742.61,0.0683,0.7271,0.4168,0.6285,moderate 1989,Ghana,2025,rural,Finance,Junior,34.71,987221,0.1809,808611,0.3481,281458,29,0.6712,0.7953,256.45,0.072,0.6279,0.4707,0.5934,moderate 1990,Botswana,2023,rural,Administration,Senior,2.56,107962,0.1349,93400,0.5051,47180,49,0.7323,0.8499,766.48,0.0772,0.791,0.5669,0.7283,high 1991,Uganda,2024,capital,Security,Mid_Level,49.0,359236,0.1533,304181,0.3764,114486,27,0.6885,0.733,181.92,0.0624,0.6339,0.3988,0.5865,moderate 1992,Rwanda,2021,rural,Education,Senior,13.04,381914,0.0944,345855,0.4922,170237,68,0.6754,0.7914,846.43,0.082,0.9195,0.5413,0.7842,high 1993,South Africa,2019,urban,Finance,Junior,59.58,3160256,0.1309,2746634,0.6697,1839414,64,0.7691,0.7992,531.39,0.0691,0.95,0.6376,0.8233,high 1994,Rwanda,2022,rural,Education,Junior,13.35,447574,0.0954,404895,0.4246,171898,65,0.7418,0.8536,602.99,0.087,0.9136,0.7186,0.7861,high 1995,DRC,2024,capital,Agriculture,Junior,105.0,593733,0.2475,446776,0.2544,113681,14,0.5557,0.5959,93.13,0.0539,0.375,0.2021,0.4338,low 1996,Botswana,2023,capital,Education,Junior,2.56,124086,0.0722,115127,0.6739,77587,64,0.6987,0.8278,597.2,0.0747,0.8212,0.5804,0.8248,high 1997,South Africa,2018,remote,Security,Mid_Level,59.11,3189795,0.1799,2616025,0.3409,891693,53,0.7813,0.8914,435.16,0.0884,0.7991,0.5727,0.6936,high 1998,Ethiopia,2018,urban,Education,Director,108.65,1236278,0.2077,979465,0.2517,246490,11,0.4982,0.6025,272.03,0.0525,0.3523,0.2118,0.4353,low 1999,Mozambique,2025,capital,Security,Mid_Level,33.89,347557,0.193,280484,0.2815,78965,22,0.5277,0.6466,131.02,0.0698,0.3885,0.2382,0.4868,low 2000,Ethiopia,2023,rural,Social_Services,Mid_Level,122.93,1485135,0.3261,1000892,0.179,179189,18,0.6275,0.6679,88.95,0.0551,0.3612,0.1806,0.4126,low 2001,South Africa,2023,rural,Security,Junior,61.51,3718822,0.1827,3039217,0.494,1501472,56,0.7639,0.8344,396.56,0.0838,0.95,0.6108,0.7491,high 2002,Tanzania,2025,remote,Agriculture,Junior,69.01,1062268,0.2439,803153,0.239,191921,27,0.5211,0.6967,206.69,0.0631,0.6473,0.3364,0.5191,moderate 2003,DRC,2022,remote,Finance,Junior,98.59,605379,0.4921,307449,0.1035,31826,9,0.5467,0.6292,148.48,0.0651,0.3487,0.2297,0.3276,critical 2004,Mozambique,2023,rural,Education,Mid_Level,32.13,359737,0.2192,280890,0.1802,50613,22,0.5673,0.5897,91.3,0.0646,0.4134,0.1692,0.442,low 2005,South Africa,2019,urban,Security,Junior,59.58,3116337,0.1227,2734055,0.5566,1521693,50,0.788,0.9146,446.74,0.0918,0.9462,0.7752,0.7928,high 2006,Ethiopia,2025,rural,Finance,Junior,129.15,1563911,0.282,1122825,0.2171,243749,11,0.5987,0.7107,99.07,0.0632,0.4253,0.2044,0.4308,low 2007,Rwanda,2025,urban,Education,Mid_Level,14.34,428514,0.0682,399309,0.6523,260470,80,0.7881,0.8367,461.51,0.0783,0.9177,0.606,0.8739,high 2008,South Africa,2024,remote,Infrastructure,Mid_Level,62.0,3710425,0.1749,3061409,0.3183,974531,44,0.6643,0.8213,518.16,0.0784,0.8254,0.6217,0.6638,high 2009,Kenya,2018,urban,Education,Junior,48.55,1477999,0.1026,1326347,0.5286,701164,57,0.7969,0.85,389.92,0.0837,0.793,0.7325,0.7791,high 2010,Tanzania,2024,urban,Education,Mid_Level,67.0,1230316,0.1189,1084002,0.4315,467783,24,0.6664,0.7994,216.37,0.0541,0.6301,0.4487,0.6159,moderate 2011,Tanzania,2019,urban,Security,Junior,57.79,901706,0.1531,763623,0.4031,307804,27,0.5622,0.7548,256.75,0.0579,0.7406,0.3279,0.6,moderate 2012,Ghana,2021,remote,Education,Director,31.94,780771,0.1812,639330,0.2397,153231,33,0.7116,0.8159,648.72,0.0508,0.6415,0.3868,0.5723,moderate 2013,Uganda,2019,capital,Education,Junior,41.86,355371,0.1609,298194,0.333,99309,16,0.5957,0.7741,199.05,0.0688,0.6817,0.3446,0.5518,moderate 2014,Botswana,2020,remote,Finance,Junior,2.45,111033,0.1297,96633,0.4072,39345,79,0.8896,0.8699,558.21,0.0743,0.95,0.5575,0.7981,high 2015,Tanzania,2020,remote,ICT,Mid_Level,59.53,1071228,0.1956,861702,0.2289,197209,19,0.5439,0.7378,309.1,0.0712,0.7424,0.4478,0.5355,moderate 2016,Nigeria,2020,capital,Finance,Junior,208.37,4361393,0.1328,3782290,0.5229,1977616,27,0.5857,0.7889,263.5,0.0541,0.6845,0.4101,0.6428,moderate 2017,Mozambique,2018,rural,Administration,Junior,28.12,274045,0.2447,206983,0.1893,39176,23,0.5582,0.6933,144.36,0.0542,0.4219,0.239,0.4637,low 2018,DRC,2025,rural,Health,Junior,108.36,604678,0.3496,393272,0.1507,59256,13,0.5997,0.6085,149.18,0.0495,0.3625,0.2252,0.3828,low 2019,Uganda,2019,capital,ICT,Director,41.86,366299,0.1461,312790,0.3614,113027,18,0.5187,0.8206,499.76,0.0659,0.5624,0.407,0.5688,moderate 2020,Botswana,2018,capital,Education,Director,2.38,111457,0.0831,102189,0.7033,71874,76,0.8478,0.8435,1386.95,0.0917,0.95,0.7791,0.8945,high 2021,DRC,2021,capital,Education,Junior,95.53,538894,0.2115,424917,0.2458,104462,12,0.5726,0.7113,87.53,0.0483,0.4094,0.2037,0.4566,low 2022,Uganda,2021,remote,Health,Mid_Level,44.58,402868,0.3082,278713,0.1997,55652,16,0.5385,0.6812,260.86,0.0622,0.7379,0.4221,0.4811,low 2023,Mozambique,2018,remote,Education,Mid_Level,28.12,261339,0.371,164388,0.1584,26040,13,0.5593,0.6553,104.62,0.0562,0.4106,0.1834,0.387,low 2024,Senegal,2018,rural,Security,Junior,15.34,384229,0.1753,316874,0.3792,120146,33,0.5818,0.7011,317.28,0.0694,0.697,0.4017,0.5985,moderate 2025,Rwanda,2021,rural,Health,Mid_Level,13.04,412120,0.111,366361,0.4304,157677,86,0.7417,0.8047,393.38,0.0749,0.8675,0.6172,0.814,high 2026,DRC,2021,urban,Infrastructure,Senior,95.53,511635,0.237,390402,0.1823,71183,8,0.549,0.6989,159.04,0.0576,0.3561,0.1714,0.4139,low 2027,Senegal,2025,rural,Security,Senior,18.49,417476,0.1319,362426,0.3541,128334,37,0.6313,0.7675,371.52,0.056,0.6836,0.3596,0.6175,moderate 2028,Tanzania,2020,urban,Agriculture,Senior,59.53,1108455,0.1511,940929,0.3755,353313,28,0.5393,0.7445,417.72,0.0523,0.7284,0.3868,0.5993,moderate 2029,Botswana,2023,urban,Security,Mid_Level,2.56,102219,0.1032,91671,0.7194,65944,66,0.8045,0.8094,580.69,0.0772,0.95,0.5913,0.8446,high 2030,Ghana,2024,remote,ICT,Senior,34.0,902023,0.2117,711087,0.2407,171165,38,0.6644,0.6847,417.89,0.0516,0.6688,0.3956,0.5614,moderate 2031,Mozambique,2025,urban,Health,Mid_Level,33.89,334867,0.1743,276504,0.2662,73600,22,0.6304,0.6122,101.17,0.0614,0.4108,0.2383,0.4847,low 2032,Ethiopia,2018,rural,ICT,Junior,108.65,1488632,0.2896,1057595,0.2216,234326,14,0.6129,0.7031,96.0,0.0659,0.3339,0.1821,0.4251,low 2033,Senegal,2022,rural,Education,Junior,17.07,338468,0.1355,292619,0.2959,86580,28,0.671,0.7181,311.15,0.0539,0.6484,0.3468,0.5673,moderate 2034,Botswana,2018,urban,Education,Junior,2.38,104040,0.098,93844,0.6658,62477,50,0.6535,0.8629,648.05,0.0686,0.8618,0.6463,0.7972,high 2035,Botswana,2025,capital,Social_Services,Mid_Level,2.64,111859,0.087,102128,0.7656,78191,54,0.67,0.8208,446.91,0.0879,0.95,0.7332,0.8461,high 2036,South Africa,2022,urban,Health,Senior,61.02,2821482,0.1102,2510571,0.6761,1697404,69,0.6755,0.8683,586.71,0.0882,0.95,0.7145,0.8607,high 2037,Ghana,2018,rural,Education,Mid_Level,30.01,860520,0.1405,739634,0.3743,276823,29,0.6179,0.7531,243.43,0.0634,0.7425,0.4488,0.613,moderate 2038,Ethiopia,2025,capital,ICT,Junior,129.15,1333214,0.191,1078568,0.2882,310890,17,0.4976,0.6562,104.84,0.053,0.4339,0.2012,0.4788,low 2039,Botswana,2020,rural,Social_Services,Junior,2.45,99723,0.1409,85676,0.4781,40960,55,0.6343,0.7861,632.91,0.0943,0.9122,0.7,0.7509,high 2040,Rwanda,2024,urban,Security,Director,14.0,378739,0.0647,354243,0.6462,228908,84,0.7572,0.8164,1388.94,0.0798,0.95,0.7377,0.8966,high 2041,South Africa,2021,rural,Security,Junior,60.54,3136762,0.1558,2648173,0.5238,1387087,73,0.6869,0.9087,533.5,0.0645,0.8777,0.7509,0.8237,high 2042,Kenya,2020,rural,Agriculture,Mid_Level,50.61,1761242,0.1251,1540892,0.4663,718441,49,0.6316,0.8364,569.87,0.0792,0.95,0.5823,0.7365,high 2043,Botswana,2022,rural,Infrastructure,Mid_Level,2.52,119659,0.1289,104238,0.4768,49698,72,0.7682,0.8315,492.56,0.0771,0.7806,0.7129,0.791,high 2044,Kenya,2022,capital,Education,Mid_Level,52.76,1856608,0.0915,1686715,0.622,1049110,63,0.6567,0.8692,461.47,0.0738,0.95,0.7446,0.84,high 2045,Mozambique,2019,capital,Social_Services,Junior,28.88,325952,0.1632,272744,0.2734,74556,13,0.5582,0.6095,115.04,0.0701,0.3611,0.2108,0.4586,low 2046,Mozambique,2019,rural,Education,Mid_Level,28.88,312293,0.3097,215566,0.2107,45421,15,0.4977,0.5913,135.87,0.0525,0.4251,0.2372,0.4177,low 2047,South Africa,2019,capital,Infrastructure,Junior,59.58,3087501,0.0944,2796164,0.784,2192105,66,0.6847,0.7658,578.8,0.0645,0.95,0.6577,0.863,high 2048,Ghana,2025,rural,Administration,Mid_Level,34.71,887797,0.146,758152,0.3889,294814,39,0.6471,0.7588,209.84,0.0577,0.5767,0.3856,0.6183,moderate 2049,Nigeria,2021,remote,Infrastructure,Director,213.58,4871178,0.2151,3823174,0.2408,920694,26,0.6677,0.7491,466.78,0.0532,0.6839,0.3327,0.5355,moderate 2050,South Africa,2021,rural,Health,Mid_Level,60.54,3377287,0.1482,2876922,0.4136,1189968,45,0.7757,0.8801,462.8,0.0907,0.8017,0.553,0.6963,high 2051,Ghana,2019,rural,Finance,Mid_Level,30.64,704616,0.1866,573110,0.3969,227491,35,0.5842,0.7695,213.42,0.0516,0.6726,0.4021,0.613,moderate 2052,Kenya,2024,capital,Education,Mid_Level,55.0,2041112,0.0811,1875600,0.6132,1150136,40,0.6539,0.9284,384.11,0.0822,0.7785,0.6046,0.7606,high 2053,Mozambique,2024,rural,Health,Mid_Level,33.0,288328,0.2552,214746,0.2023,43444,15,0.5522,0.65,145.44,0.0509,0.3959,0.1625,0.4276,low 2054,Botswana,2018,capital,Security,Junior,2.38,121288,0.0761,112054,0.8,89643,56,0.6888,0.8886,463.76,0.0802,0.95,0.6893,0.8682,high 2055,Uganda,2024,capital,Agriculture,Mid_Level,49.0,404594,0.174,334207,0.4162,139093,27,0.5587,0.6907,186.1,0.0518,0.6804,0.3866,0.5884,moderate 2056,Ghana,2020,remote,Administration,Mid_Level,31.29,772458,0.1907,625137,0.2697,168609,35,0.5453,0.7888,240.79,0.0533,0.6824,0.3916,0.583,moderate 2057,Senegal,2020,capital,Health,Mid_Level,16.18,342668,0.0823,314478,0.546,171700,39,0.654,0.8008,247.15,0.0521,0.6534,0.37,0.6859,high 2058,Nigeria,2021,remote,Education,Junior,213.58,3795558,0.3028,2646215,0.1999,529107,37,0.5628,0.7879,219.05,0.054,0.5876,0.3415,0.5279,moderate 2059,Botswana,2018,capital,Agriculture,Mid_Level,2.38,99973,0.084,91571,0.8,73256,86,0.8287,0.8287,641.95,0.0941,0.95,0.6783,0.9311,high 2060,Kenya,2022,remote,Finance,Junior,52.76,2115454,0.1791,1736681,0.2704,469679,40,0.7357,0.8162,558.92,0.0678,0.8201,0.7143,0.6487,moderate 2061,Botswana,2025,urban,Health,Junior,2.64,108519,0.1036,97281,0.6698,65154,85,0.9306,0.8416,357.46,0.0951,0.7762,0.7426,0.8822,high 2062,Nigeria,2021,urban,Finance,Junior,213.58,4513907,0.1621,3782285,0.3977,1504266,30,0.6023,0.8131,308.86,0.0628,0.7407,0.38,0.6179,moderate 2063,Tanzania,2018,capital,Social_Services,Junior,56.11,1119169,0.1212,983563,0.3727,366617,27,0.6252,0.7427,300.71,0.0635,0.6236,0.435,0.5977,moderate 2064,Botswana,2020,rural,Education,Mid_Level,2.45,107427,0.0988,96808,0.5186,50207,62,0.7781,0.8568,362.48,0.0706,0.95,0.6416,0.7976,high 2065,Nigeria,2021,capital,Education,Mid_Level,213.58,4767469,0.1441,4080265,0.4737,1932848,29,0.649,0.7947,208.1,0.0651,0.6001,0.3251,0.6166,moderate 2066,Kenya,2018,capital,Education,Junior,48.55,1487862,0.0722,1380499,0.5376,742088,47,0.7546,0.8591,369.49,0.076,0.8908,0.5648,0.7583,high 2067,Rwanda,2020,urban,Infrastructure,Mid_Level,12.73,379562,0.0627,355757,0.5205,185157,92,0.9187,0.8767,623.96,0.0813,0.7936,0.7057,0.8759,high 2068,Ethiopia,2019,rural,Finance,Junior,111.37,1158192,0.2814,832307,0.2139,178030,12,0.4833,0.6339,141.9,0.0668,0.4115,0.194,0.4188,low 2069,Senegal,2021,capital,Health,Junior,16.62,405080,0.1006,364310,0.4248,154750,33,0.5862,0.7391,275.86,0.0674,0.6891,0.4634,0.6396,moderate 2070,Tanzania,2019,rural,Administration,Junior,57.79,1133762,0.2173,887349,0.3038,269549,21,0.5421,0.777,304.93,0.0486,0.6161,0.3574,0.538,moderate 2071,Botswana,2021,rural,Infrastructure,Mid_Level,2.49,115548,0.1183,101874,0.5274,53727,51,0.6032,0.9056,493.67,0.0736,0.8975,0.689,0.7743,high 2072,Botswana,2018,urban,Health,Senior,2.38,109003,0.0992,98193,0.7319,71868,80,0.7811,0.7887,926.22,0.0923,0.95,0.7772,0.8992,high 2073,Uganda,2022,urban,Social_Services,Junior,46.01,399320,0.2126,314422,0.3658,115008,20,0.6072,0.8123,198.69,0.0555,0.6834,0.4533,0.5738,moderate 2074,Ghana,2023,rural,Health,Junior,33.3,929965,0.1587,782377,0.351,274618,34,0.6098,0.7357,291.0,0.0589,0.6709,0.3908,0.5996,moderate 2075,Botswana,2024,capital,Health,Junior,2.6,133647,0.0847,122331,0.7749,94796,63,0.7058,0.9276,478.08,0.0868,0.95,0.691,0.8833,high 2076,Tanzania,2019,urban,Health,Director,57.79,1144748,0.1333,992177,0.4475,444036,21,0.5038,0.6953,768.78,0.0519,0.5658,0.3497,0.5769,moderate 2077,Tanzania,2021,urban,Education,Senior,61.31,1255914,0.127,1096407,0.4522,495775,32,0.7007,0.684,450.16,0.0621,0.56,0.4406,0.6139,moderate 2078,Ghana,2019,rural,Security,Mid_Level,30.64,656566,0.1942,529069,0.3255,172219,44,0.7142,0.6854,256.33,0.0711,0.7324,0.3434,0.6032,moderate 2079,Kenya,2019,capital,Justice,Junior,49.57,1508373,0.0803,1387227,0.7114,986875,46,0.73,0.7895,536.34,0.0826,0.95,0.7063,0.8068,high 2080,Mozambique,2018,urban,Health,Junior,28.12,321017,0.198,257445,0.2858,73573,12,0.6105,0.7006,131.05,0.0508,0.434,0.232,0.4736,low 2081,Nigeria,2019,remote,Administration,Junior,203.29,3936220,0.2454,2970463,0.2339,694718,37,0.7208,0.7014,257.67,0.0608,0.6403,0.4344,0.5523,moderate 2082,Nigeria,2023,urban,Education,Senior,224.39,4253234,0.154,3598332,0.4899,1762685,36,0.6824,0.7206,403.97,0.0634,0.6328,0.3258,0.6279,moderate 2083,Ghana,2020,urban,ICT,Mid_Level,31.29,690193,0.116,610136,0.5038,307359,36,0.5484,0.8153,310.61,0.0702,0.6361,0.4533,0.6682,high 2084,Tanzania,2023,urban,Health,Junior,65.05,1078924,0.1605,905703,0.4203,380634,34,0.6487,0.6877,246.66,0.0507,0.7283,0.3645,0.6124,moderate 2085,Tanzania,2019,urban,Social_Services,Mid_Level,57.79,896187,0.1521,759904,0.3444,261735,28,0.6335,0.7063,241.99,0.0481,0.6078,0.4191,0.5767,moderate 2086,Nigeria,2020,capital,Security,Mid_Level,208.37,4621182,0.161,3877030,0.4675,1812445,28,0.6278,0.7939,246.3,0.0719,0.6768,0.3693,0.6203,moderate 2087,Ethiopia,2024,capital,Administration,Junior,126.0,1595937,0.2058,1267454,0.2742,347502,16,0.5322,0.6346,90.95,0.0674,0.4322,0.1707,0.4626,low 2088,Mozambique,2024,remote,Health,Executive,33.0,280950,0.382,173621,0.1429,24802,22,0.5594,0.6319,578.03,0.0651,0.4018,0.2116,0.4013,low 2089,Tanzania,2023,capital,Health,Junior,65.05,1057341,0.1401,909209,0.423,384574,26,0.5296,0.8056,176.54,0.05,0.7109,0.3409,0.6117,moderate 2090,Uganda,2024,urban,Justice,Junior,49.0,373332,0.1876,303300,0.371,112518,27,0.5614,0.7738,197.77,0.0671,0.7345,0.3276,0.5856,moderate 2091,Uganda,2018,rural,Administration,Mid_Level,40.56,320716,0.2791,231197,0.2444,56499,29,0.6803,0.8081,303.23,0.0704,0.5651,0.4654,0.5381,moderate 2092,Ghana,2019,urban,Education,Junior,30.64,751956,0.1263,657000,0.4477,294169,34,0.607,0.7762,262.12,0.0652,0.7054,0.4267,0.645,moderate 2093,Rwanda,2019,urban,Finance,Junior,12.43,417181,0.0632,390796,0.6864,268260,53,0.7611,0.8139,621.42,0.0904,0.7803,0.5257,0.791,high 2094,Rwanda,2022,capital,Health,Director,13.35,416508,0.0541,393995,0.6533,257411,59,0.8034,0.7699,1153.19,0.0716,0.95,0.5403,0.8118,high 2095,Mozambique,2023,rural,Social_Services,Junior,32.13,355573,0.3172,242776,0.1711,41536,15,0.6379,0.6414,144.14,0.0682,0.3679,0.1743,0.4014,low 2096,Nigeria,2020,rural,Infrastructure,Mid_Level,208.37,4228394,0.2357,3231916,0.2749,888546,28,0.5231,0.6931,224.73,0.0696,0.6266,0.3638,0.5328,moderate 2097,Ghana,2023,rural,Infrastructure,Junior,33.3,783018,0.1469,668017,0.349,233134,30,0.6466,0.8092,213.14,0.0538,0.7276,0.4109,0.6108,moderate 2098,Uganda,2023,remote,Security,Mid_Level,47.48,366962,0.3702,231109,0.2069,47822,16,0.5801,0.6892,253.32,0.0501,0.6748,0.393,0.4593,low 2099,Botswana,2022,urban,Education,Junior,2.52,112956,0.0905,102729,0.7736,79474,61,0.7645,0.9218,565.35,0.0745,0.8867,0.7485,0.8751,high 2100,Ghana,2021,urban,Infrastructure,Junior,31.94,818279,0.1508,694905,0.571,396764,40,0.7365,0.7973,317.6,0.069,0.728,0.3567,0.6831,high 2101,Kenya,2019,capital,Security,Director,49.57,1992060,0.0958,1801143,0.686,1235521,53,0.7017,0.8739,892.03,0.0894,0.95,0.5642,0.8125,high 2102,Senegal,2023,rural,Justice,Senior,17.53,357065,0.1702,296285,0.3011,89199,30,0.6186,0.7957,465.24,0.0484,0.6963,0.4604,0.5927,moderate 2103,Mozambique,2025,urban,Health,Mid_Level,33.89,379681,0.1867,308782,0.2578,79601,23,0.5842,0.6667,155.68,0.0568,0.3634,0.1826,0.4799,low 2104,Ghana,2022,capital,Health,Junior,32.62,825407,0.1274,720234,0.5508,396700,43,0.7642,0.786,271.42,0.0482,0.6399,0.3629,0.6815,high 2105,Ethiopia,2022,remote,Education,Junior,119.93,1579846,0.4396,885320,0.1691,149714,11,0.5523,0.6377,129.61,0.064,0.4259,0.1792,0.366,low 2106,Nigeria,2025,capital,Health,Senior,235.75,4663015,0.1395,4012744,0.4426,1775841,21,0.5303,0.7892,312.99,0.0718,0.7058,0.4558,0.6128,moderate 2107,Kenya,2024,rural,Finance,Director,55.0,1882569,0.1056,1683714,0.428,720690,40,0.6908,0.9346,1381.41,0.0707,0.8111,0.6127,0.7132,high 2108,Ghana,2019,rural,Justice,Mid_Level,30.64,793044,0.1637,663244,0.3283,217717,40,0.644,0.7208,273.89,0.0571,0.5853,0.3974,0.5975,moderate 2109,Rwanda,2020,rural,Health,Senior,12.73,377558,0.0813,346869,0.3888,134847,95,0.8898,0.8957,922.25,0.0742,0.9228,0.6891,0.8599,high 2110,Ghana,2024,urban,ICT,Mid_Level,34.0,945337,0.105,846075,0.495,418803,30,0.6966,0.7102,281.95,0.0495,0.5917,0.3712,0.6253,moderate 2111,Nigeria,2024,urban,Social_Services,Senior,230.0,5279240,0.1687,4388844,0.4467,1960444,31,0.5509,0.752,454.08,0.0485,0.5772,0.4161,0.6091,moderate 2112,Nigeria,2024,urban,Administration,Junior,230.0,4552332,0.186,3705411,0.4184,1550322,31,0.7055,0.7147,188.79,0.071,0.6617,0.4745,0.6064,moderate 2113,Botswana,2024,urban,Finance,Mid_Level,2.6,105277,0.0866,96164,0.7527,72377,87,0.95,0.9286,355.7,0.0805,0.8281,0.68,0.9241,high 2114,Kenya,2025,rural,Social_Services,Junior,56.15,1966115,0.115,1739992,0.4227,735531,46,0.7474,0.844,560.12,0.0919,0.8553,0.6817,0.7222,high 2115,Ghana,2024,remote,Health,Mid_Level,34.0,833480,0.192,673465,0.245,164977,39,0.6233,0.7752,217.15,0.048,0.7021,0.3458,0.5818,moderate 2116,DRC,2020,urban,Education,Mid_Level,92.57,607483,0.2671,445198,0.1917,85353,9,0.5918,0.6175,99.75,0.0481,0.4221,0.2191,0.4104,low 2117,Rwanda,2020,capital,Justice,Junior,12.73,377457,0.0763,348640,0.6049,210904,69,0.8134,0.8794,488.81,0.0779,0.888,0.6464,0.84,high 2118,Rwanda,2020,capital,Education,Mid_Level,12.73,368481,0.0695,342871,0.681,233487,97,0.9187,0.8899,379.41,0.0883,0.9124,0.7453,0.9446,high 2119,DRC,2025,urban,Administration,Mid_Level,108.36,696798,0.2492,523146,0.2052,107326,14,0.4763,0.6553,89.32,0.0541,0.4163,0.2204,0.4359,low 2120,Tanzania,2025,rural,Security,Director,69.01,1256120,0.1962,1009700,0.3234,326490,31,0.6745,0.7555,635.44,0.0636,0.6891,0.4074,0.5823,moderate 2121,Ghana,2019,capital,Infrastructure,Junior,30.64,748523,0.0962,676521,0.4881,330178,45,0.6886,0.7921,176.73,0.0549,0.5559,0.3205,0.6669,high 2122,Botswana,2018,urban,Health,Senior,2.38,107521,0.0792,99003,0.7561,74859,67,0.7336,0.8616,827.67,0.0819,0.95,0.612,0.8722,high 2123,Kenya,2021,rural,Security,Director,51.68,1967172,0.1267,1718026,0.4328,743583,49,0.6183,0.8342,1086.11,0.0857,0.95,0.7637,0.7455,high 2124,Ghana,2018,urban,Education,Mid_Level,30.01,664712,0.1256,581245,0.5241,304616,33,0.6605,0.7149,230.4,0.0698,0.5574,0.3637,0.6315,moderate 2125,South Africa,2025,capital,Education,Mid_Level,62.5,3463971,0.1112,3078926,0.7287,2243601,75,0.7743,0.8483,639.19,0.0681,0.95,0.7666,0.8908,high 2126,Botswana,2025,capital,Agriculture,Senior,2.64,112117,0.0812,103008,0.6941,71496,52,0.7828,0.9318,556.39,0.0679,0.9342,0.5424,0.8206,high 2127,Ethiopia,2023,rural,Finance,Senior,122.93,1304138,0.2706,951205,0.2272,216110,11,0.5089,0.6658,152.72,0.0595,0.4295,0.1816,0.4276,low 2128,South Africa,2021,capital,Security,Junior,60.54,3554937,0.0889,3238941,0.7614,2466251,71,0.8489,0.8898,421.34,0.0773,0.8789,0.5827,0.8753,high 2129,Mozambique,2021,rural,Finance,Executive,30.47,323730,0.2626,238705,0.1818,43398,18,0.5603,0.6139,486.06,0.0641,0.3734,0.1827,0.4225,low 2130,DRC,2019,urban,Education,Senior,89.7,560594,0.2305,431364,0.2461,106179,13,0.4928,0.6928,207.4,0.06,0.3588,0.2249,0.4487,low 2131,Tanzania,2018,urban,Social_Services,Senior,56.11,1049363,0.1113,932559,0.3804,354703,32,0.6697,0.7966,276.67,0.0706,0.5972,0.3732,0.6138,moderate 2132,Ghana,2024,urban,Security,Mid_Level,34.0,943349,0.1087,840836,0.4401,370058,40,0.7282,0.8135,234.99,0.0656,0.6287,0.371,0.6549,high 2133,Tanzania,2018,urban,Health,Junior,56.11,945989,0.1585,796051,0.3648,290375,32,0.6957,0.7446,283.68,0.0556,0.556,0.4335,0.5922,moderate 2134,Nigeria,2022,urban,Administration,Mid_Level,218.92,4280596,0.1294,3726845,0.4774,1779204,38,0.6783,0.7902,250.9,0.0537,0.7304,0.4301,0.6666,high 2135,Tanzania,2022,rural,Infrastructure,Junior,63.15,1191486,0.1482,1014877,0.2668,270738,21,0.556,0.8112,186.96,0.0566,0.7006,0.4581,0.5697,moderate 2136,Nigeria,2023,remote,Security,Mid_Level,224.39,4382881,0.2417,3323470,0.2313,768797,34,0.6647,0.7908,269.14,0.0656,0.5829,0.3718,0.5465,moderate 2137,Nigeria,2022,capital,Administration,Junior,218.92,3837842,0.1492,3265243,0.425,1387731,31,0.577,0.6999,285.25,0.0573,0.6645,0.3546,0.6033,moderate 2138,Senegal,2022,urban,Health,Mid_Level,17.07,381349,0.1328,330711,0.4999,165314,34,0.5488,0.7878,257.36,0.068,0.6652,0.3203,0.6435,moderate 2139,Ghana,2024,rural,Health,Mid_Level,34.0,856655,0.174,707560,0.4065,287635,31,0.5329,0.7063,312.27,0.0531,0.684,0.4463,0.6046,moderate 2140,Nigeria,2024,capital,Health,Executive,230.0,4637848,0.1156,4101864,0.4016,1647160,35,0.7178,0.7537,923.03,0.0649,0.5569,0.4638,0.6241,moderate 2141,Uganda,2020,capital,Education,Junior,43.2,334144,0.1824,273185,0.3898,106484,24,0.5448,0.7347,252.92,0.0617,0.5888,0.4492,0.5758,moderate 2142,Ghana,2018,capital,Education,Mid_Level,30.01,655151,0.0899,596222,0.5414,322820,34,0.5705,0.7734,271.21,0.0509,0.5973,0.3784,0.6615,high 2143,Tanzania,2025,rural,Education,Director,69.01,1225385,0.176,1009773,0.33,333238,30,0.6289,0.7651,802.3,0.0517,0.6202,0.3874,0.579,moderate 2144,Nigeria,2025,capital,Health,Junior,235.75,4247145,0.1504,3608584,0.4484,1618230,36,0.692,0.7456,301.75,0.0504,0.6658,0.4168,0.6346,moderate 2145,South Africa,2019,capital,Infrastructure,Mid_Level,59.58,3303172,0.0942,2992071,0.6345,1898567,77,0.7144,0.9349,565.99,0.0841,0.8663,0.7456,0.879,high 2146,Kenya,2025,rural,Security,Mid_Level,56.15,1716504,0.1512,1457052,0.3555,518042,52,0.6798,0.8969,570.73,0.0841,0.7939,0.5816,0.7032,high 2147,DRC,2018,remote,Health,Director,86.92,460917,0.4809,239282,0.1196,28622,14,0.5784,0.6849,341.55,0.0542,0.4409,0.2115,0.3627,low 2148,Ghana,2019,urban,Infrastructure,Senior,30.64,834311,0.116,737511,0.5288,389996,26,0.5737,0.8009,296.52,0.0565,0.5527,0.3237,0.626,moderate 2149,Botswana,2019,capital,Infrastructure,Director,2.41,95073,0.09,86516,0.7866,68051,54,0.6708,0.798,1466.97,0.0872,0.8566,0.5341,0.8179,high 2150,Ethiopia,2019,rural,Health,Mid_Level,111.37,1381662,0.3161,944946,0.1846,174458,14,0.5499,0.6936,117.75,0.0578,0.3459,0.2156,0.4123,low 2151,DRC,2022,rural,Security,Senior,98.59,658500,0.3102,454264,0.1411,64113,15,0.5958,0.7112,179.67,0.0711,0.3459,0.2072,0.4072,low 2152,Senegal,2021,capital,Education,Junior,16.62,317413,0.1189,279682,0.5689,159109,40,0.7568,0.7996,314.83,0.0527,0.6026,0.4579,0.6885,high 2153,Rwanda,2021,rural,Agriculture,Junior,13.04,365906,0.1108,325361,0.441,143486,68,0.7991,0.8364,492.52,0.0857,0.8985,0.767,0.7946,high 2154,Tanzania,2021,remote,Social_Services,Senior,61.31,1190830,0.2407,904247,0.2205,199422,27,0.5535,0.7072,270.19,0.0659,0.5768,0.4131,0.5175,moderate 2155,Nigeria,2019,capital,Infrastructure,Senior,203.29,3890107,0.1635,3254164,0.3992,1299215,29,0.5507,0.7224,267.84,0.0488,0.6915,0.4247,0.6014,moderate 2156,Botswana,2019,remote,Security,Junior,2.41,105597,0.1348,91362,0.4115,37598,67,0.684,0.7993,438.97,0.0769,0.9353,0.7707,0.7772,high 2157,Mozambique,2020,urban,Health,Junior,29.66,312222,0.2389,237619,0.2759,65570,13,0.6166,0.694,97.61,0.0704,0.415,0.2226,0.4596,low 2158,Mozambique,2021,urban,Social_Services,Mid_Level,30.47,347371,0.1736,287051,0.2462,70681,20,0.5926,0.6413,134.52,0.0656,0.399,0.1855,0.4728,low 2159,Mozambique,2022,rural,Social_Services,Mid_Level,31.29,312573,0.2171,244728,0.1685,41235,16,0.5812,0.688,153.12,0.0624,0.4168,0.2097,0.4437,low 2160,Ghana,2021,rural,Finance,Mid_Level,31.94,897093,0.1723,742531,0.3204,237880,38,0.7407,0.69,320.68,0.0717,0.6618,0.3732,0.589,moderate 2161,Senegal,2018,capital,Education,Senior,15.34,382289,0.0869,349075,0.4974,173617,33,0.6093,0.756,470.63,0.0585,0.5794,0.4265,0.6491,moderate 2162,DRC,2018,remote,Administration,Junior,86.92,529471,0.47,280639,0.1158,32485,11,0.6207,0.615,121.89,0.0508,0.3669,0.2281,0.3407,critical 2163,Kenya,2023,urban,Health,Senior,53.87,1771212,0.0958,1601490,0.5263,842806,53,0.7253,0.8229,752.66,0.077,0.95,0.6614,0.7747,high 2164,Nigeria,2025,capital,Health,Junior,235.75,4175476,0.1415,3584854,0.4259,1526785,21,0.5459,0.7514,282.14,0.0585,0.7402,0.3519,0.5955,moderate 2165,Mozambique,2022,urban,Social_Services,Junior,31.29,356203,0.2191,278170,0.2618,72822,18,0.5484,0.5877,149.89,0.0671,0.3473,0.1698,0.4455,low 2166,Uganda,2020,rural,Infrastructure,Mid_Level,43.2,294397,0.2947,207635,0.2339,48570,20,0.6578,0.7849,251.66,0.0687,0.5644,0.3322,0.4922,low 2167,South Africa,2019,capital,Security,Mid_Level,59.58,3087598,0.1184,2721943,0.6635,1805992,45,0.6589,0.8953,492.23,0.0953,0.95,0.7256,0.8006,high 2168,DRC,2024,rural,Administration,Mid_Level,105.0,605909,0.2951,427087,0.1707,72883,11,0.5915,0.7128,112.71,0.0562,0.3514,0.198,0.4082,low 2169,DRC,2023,urban,Infrastructure,Mid_Level,101.74,569302,0.204,453181,0.1962,88914,14,0.519,0.5868,114.6,0.0644,0.4195,0.1931,0.4323,low 2170,Tanzania,2022,rural,Administration,Mid_Level,63.15,1201860,0.1551,1015410,0.2843,288630,33,0.5677,0.7215,276.69,0.0696,0.564,0.4593,0.5753,moderate 2171,Senegal,2019,remote,Administration,Senior,15.76,390681,0.2239,303221,0.2814,85337,33,0.6251,0.6908,311.12,0.0637,0.5773,0.4708,0.5553,moderate 2172,Senegal,2019,capital,Education,Junior,15.76,311890,0.1043,279348,0.4676,130630,38,0.6334,0.7821,281.24,0.0513,0.5635,0.4547,0.655,high 2173,Nigeria,2023,capital,Security,Junior,224.39,3891044,0.1248,3405400,0.5039,1716032,28,0.6202,0.6955,188.9,0.0537,0.6446,0.4555,0.6291,moderate 2174,Tanzania,2024,capital,Health,Junior,67.0,1333472,0.124,1168146,0.477,557224,24,0.6122,0.7642,269.01,0.0593,0.5992,0.3886,0.6117,moderate 2175,Botswana,2025,capital,Security,Director,2.64,121115,0.0781,111660,0.6636,74100,77,0.9077,0.9317,1026.24,0.0934,0.8746,0.681,0.8842,high 2176,Ghana,2019,capital,Agriculture,Mid_Level,30.64,872842,0.1014,784293,0.6079,476789,36,0.5734,0.7109,288.35,0.0678,0.5602,0.3856,0.6678,high 2177,Ghana,2021,rural,Security,Senior,31.94,744329,0.1419,638692,0.3298,210617,47,0.6976,0.7079,439.32,0.0621,0.6241,0.3229,0.6153,moderate 2178,South Africa,2024,rural,Education,Junior,62.0,3060732,0.1705,2538939,0.4391,1114854,53,0.6856,0.9316,488.03,0.0761,0.9018,0.707,0.7503,high 2179,Mozambique,2025,remote,Infrastructure,Mid_Level,33.89,321657,0.3735,201514,0.147,29613,16,0.5671,0.6118,133.97,0.0541,0.3724,0.1654,0.3789,low 2180,Tanzania,2019,capital,Security,Mid_Level,57.79,1052210,0.1176,928434,0.4878,452916,33,0.6515,0.7737,294.47,0.0653,0.5964,0.4005,0.6408,moderate 2181,Kenya,2019,rural,Security,Executive,49.57,1545812,0.1265,1350249,0.444,599451,64,0.8362,0.7993,2578.79,0.0954,0.95,0.6795,0.7722,high 2182,Rwanda,2024,capital,Education,Junior,14.0,420700,0.0797,387173,0.6845,265028,73,0.8616,0.8586,487.29,0.0841,0.9132,0.6868,0.8725,high 2183,Senegal,2024,urban,Finance,Mid_Level,18.0,444084,0.1099,395276,0.5053,199748,35,0.5464,0.7464,206.58,0.0516,0.5982,0.434,0.6515,high 2184,Rwanda,2023,urban,Infrastructure,Junior,13.67,457722,0.0887,417132,0.6482,270404,65,0.8544,0.9043,387.21,0.0749,0.8629,0.7098,0.8453,high 2185,Kenya,2022,capital,Education,Mid_Level,52.76,1938565,0.0843,1775157,0.5793,1028287,56,0.8324,0.795,508.52,0.076,0.8331,0.7476,0.7911,high 2186,Ghana,2025,urban,Education,Junior,34.71,898507,0.1021,806735,0.4999,403311,29,0.6478,0.8143,188.32,0.0667,0.7145,0.3482,0.6504,high 2187,Tanzania,2025,rural,Infrastructure,Mid_Level,69.01,1163218,0.1497,989062,0.2861,283007,30,0.6979,0.7395,214.55,0.0512,0.7349,0.357,0.5792,moderate 2188,Ghana,2025,capital,Health,Junior,34.71,865972,0.1052,774852,0.6128,474817,38,0.5772,0.7688,233.34,0.0643,0.7058,0.4777,0.7056,high 2189,DRC,2022,urban,Finance,Junior,98.59,582758,0.2046,463508,0.1982,91886,15,0.6319,0.5913,154.53,0.067,0.3318,0.2331,0.4311,low 2190,Rwanda,2025,urban,Justice,Junior,14.34,439411,0.0826,403114,0.6116,246559,66,0.7982,0.9075,600.8,0.0682,0.8951,0.5301,0.8259,high 2191,Mozambique,2023,urban,Administration,Mid_Level,32.13,311744,0.2203,243077,0.2348,57075,13,0.4837,0.6608,148.0,0.0533,0.4204,0.163,0.4436,low 2192,DRC,2020,rural,Social_Services,Director,92.57,577509,0.331,386363,0.1354,52328,10,0.6085,0.6608,271.68,0.054,0.3448,0.2201,0.3817,low 2193,South Africa,2021,remote,Finance,Senior,60.54,2852479,0.1716,2362872,0.3271,772940,48,0.791,0.9024,681.79,0.0806,0.9191,0.6779,0.7039,high 2194,Ghana,2018,urban,Health,Director,30.01,728617,0.1374,628474,0.5637,354262,33,0.5539,0.7254,689.12,0.06,0.5671,0.3312,0.6377,moderate 2195,Senegal,2023,rural,Health,Senior,17.53,367723,0.1251,321726,0.3162,101733,37,0.6783,0.7472,325.42,0.058,0.6269,0.3824,0.6033,moderate 2196,Kenya,2021,urban,Health,Junior,51.68,1607402,0.0984,1449299,0.5588,809803,57,0.6379,0.8236,404.11,0.0669,0.95,0.554,0.7815,high 2197,Senegal,2019,urban,Education,Director,15.76,397422,0.1099,353753,0.4166,147363,32,0.6272,0.7449,445.13,0.0511,0.58,0.3763,0.614,moderate 2198,DRC,2022,remote,Education,Senior,98.59,542948,0.3415,357542,0.1223,43713,9,0.6035,0.7063,137.34,0.0527,0.3561,0.2329,0.3826,low 2199,South Africa,2018,rural,Education,Mid_Level,59.11,2829312,0.1792,2322387,0.492,1142559,42,0.6153,0.8443,509.35,0.0905,0.8791,0.761,0.7239,high 2200,DRC,2019,remote,Administration,Mid_Level,89.7,613684,0.405,365155,0.124,45277,8,0.496,0.6586,147.07,0.0709,0.3993,0.2285,0.3613,low 2201,Mozambique,2024,rural,Health,Mid_Level,33.0,328639,0.2997,230143,0.192,44195,21,0.664,0.6571,141.0,0.0615,0.4047,0.1981,0.4344,low 2202,DRC,2025,remote,Justice,Junior,108.36,647315,0.481,335976,0.1323,44455,15,0.5994,0.68,90.76,0.066,0.3721,0.2292,0.3625,low 2203,Ghana,2018,remote,Infrastructure,Junior,30.01,773086,0.2261,598267,0.2959,177036,42,0.6787,0.6873,304.43,0.0716,0.7042,0.3256,0.5785,moderate 2204,Ethiopia,2024,urban,ICT,Junior,126.0,1327048,0.1924,1071728,0.3077,329793,16,0.6024,0.631,147.33,0.0587,0.3472,0.2214,0.4703,low 2205,Kenya,2022,urban,Education,Mid_Level,52.76,1589337,0.0942,1439674,0.5595,805498,60,0.688,0.8047,445.95,0.0794,0.8308,0.6979,0.7899,high 2206,Kenya,2020,urban,Infrastructure,Junior,50.61,1878384,0.1004,1689786,0.6161,1041031,53,0.6837,0.7992,481.07,0.0919,0.8065,0.576,0.7696,high 2207,Botswana,2023,urban,Administration,Junior,2.56,128360,0.0962,116017,0.7431,86216,62,0.7048,0.7674,586.22,0.0692,0.8352,0.5919,0.8246,high 2208,DRC,2024,urban,Finance,Mid_Level,105.0,704139,0.2814,506028,0.2168,109696,8,0.4774,0.618,113.79,0.0567,0.3917,0.193,0.405,low 2209,Tanzania,2023,capital,ICT,Senior,65.05,1112903,0.1181,981453,0.4976,488335,34,0.6156,0.6839,484.79,0.0637,0.6876,0.3639,0.6376,moderate 2210,Ethiopia,2024,rural,Finance,Mid_Level,126.0,1453893,0.2857,1038518,0.2175,225883,16,0.6437,0.6582,107.11,0.0549,0.394,0.1696,0.428,low 2211,Senegal,2022,urban,Education,Junior,17.07,374935,0.0924,340280,0.4723,160719,28,0.6864,0.754,292.09,0.0684,0.7239,0.4593,0.6464,moderate 2212,South Africa,2019,urban,Security,Mid_Level,59.58,3261226,0.1282,2843105,0.569,1617816,48,0.7206,0.8713,595.23,0.0862,0.8302,0.5382,0.7477,high 2213,Kenya,2021,urban,Justice,Mid_Level,51.68,2010600,0.0947,1820274,0.5357,975194,52,0.6476,0.7753,499.9,0.0772,0.7823,0.7075,0.7555,high 2214,Botswana,2023,capital,Security,Junior,2.56,115881,0.0822,106351,0.7486,79611,77,0.7803,0.8012,495.92,0.075,0.8148,0.6425,0.875,high 2215,Kenya,2019,urban,Agriculture,Senior,49.57,1918834,0.1009,1725306,0.6395,1103388,54,0.7612,0.896,896.18,0.0881,0.95,0.6429,0.8134,high 2216,South Africa,2025,urban,Health,Junior,62.5,3370186,0.0965,3045103,0.5774,1758120,55,0.7468,0.7931,522.46,0.0852,0.95,0.6917,0.7909,high 2217,Mozambique,2020,remote,Administration,Junior,29.66,254743,0.3399,168166,0.1558,26197,21,0.6537,0.711,135.34,0.0519,0.3358,0.1721,0.4139,low 2218,Botswana,2019,capital,Finance,Senior,2.41,92454,0.0879,84325,0.8,67460,53,0.6098,0.8465,915.84,0.0876,0.783,0.695,0.8353,high 2219,Botswana,2024,capital,Security,Mid_Level,2.6,106667,0.091,96961,0.6866,66571,81,0.8738,0.8026,563.4,0.0648,0.838,0.5942,0.865,high 2220,Ghana,2025,remote,Education,Mid_Level,34.71,993243,0.2239,770814,0.2378,183268,35,0.6249,0.721,252.99,0.0657,0.6873,0.3762,0.5555,moderate 2221,DRC,2023,rural,Justice,Junior,101.74,593022,0.3218,402163,0.1491,59948,13,0.5615,0.6352,122.61,0.0649,0.4105,0.2209,0.3977,low 2222,Uganda,2024,rural,Education,Senior,49.0,372245,0.2687,272211,0.2983,81199,19,0.5363,0.7023,483.92,0.0582,0.7054,0.3279,0.5136,moderate 2223,Uganda,2019,capital,Social_Services,Junior,41.86,377391,0.179,309836,0.4379,135682,21,0.5885,0.6791,244.89,0.0622,0.5721,0.477,0.574,moderate 2224,South Africa,2018,capital,Agriculture,Mid_Level,59.11,2887500,0.1271,2520451,0.6365,1604210,62,0.6618,0.7745,496.36,0.0898,0.9185,0.5963,0.8,high 2225,Ethiopia,2018,remote,Education,Mid_Level,108.65,1114296,0.3083,770770,0.1406,108342,11,0.549,0.6366,141.69,0.0508,0.3819,0.1943,0.3887,low 2226,Uganda,2019,capital,Health,Junior,41.86,324694,0.138,279870,0.3777,105696,21,0.5744,0.7037,249.81,0.0574,0.7455,0.3273,0.5752,moderate 2227,Tanzania,2018,rural,Education,Junior,56.11,1123475,0.1872,913138,0.3013,275142,19,0.5347,0.7139,289.13,0.0573,0.6651,0.4691,0.5465,moderate 2228,Mozambique,2025,capital,Infrastructure,Mid_Level,33.89,367587,0.2093,290646,0.3,87204,20,0.5024,0.6558,127.11,0.0647,0.3998,0.1928,0.4803,low 2229,Botswana,2021,remote,Education,Senior,2.49,115495,0.1437,98898,0.3648,36075,69,0.8458,0.7858,934.8,0.0888,0.8688,0.5226,0.7348,high 2230,Mozambique,2018,capital,Health,Junior,28.12,320073,0.1906,259080,0.3078,79747,18,0.5925,0.6995,102.86,0.0647,0.4367,0.2349,0.4964,low 2231,Ghana,2021,remote,Infrastructure,Junior,31.94,738955,0.2059,586768,0.2532,148552,26,0.5325,0.8024,307.38,0.069,0.6605,0.4696,0.5602,moderate 2232,Senegal,2021,urban,Finance,Junior,16.62,378029,0.1111,336035,0.5228,175665,26,0.5273,0.7277,207.33,0.0718,0.6614,0.3776,0.631,moderate 2233,Rwanda,2023,urban,Education,Junior,13.67,383867,0.0798,353249,0.6576,232310,64,0.7835,0.8854,461.0,0.0796,0.8715,0.617,0.8361,high 2234,Uganda,2021,urban,Infrastructure,Senior,44.58,345344,0.2227,268444,0.3273,87849,21,0.6018,0.7565,475.56,0.0558,0.6261,0.4153,0.5463,moderate 2235,Senegal,2022,rural,Social_Services,Junior,17.07,405210,0.1644,338602,0.3414,115586,29,0.6912,0.7857,213.59,0.0553,0.691,0.4668,0.6004,moderate 2236,Tanzania,2021,remote,Education,Junior,61.31,1165225,0.1895,944450,0.1947,183924,30,0.572,0.7013,188.36,0.0534,0.6013,0.3746,0.5291,moderate 2237,Kenya,2025,urban,Security,Junior,56.15,1784212,0.1096,1588716,0.595,945361,62,0.716,0.8631,500.66,0.0706,0.95,0.6068,0.8115,high 2238,Uganda,2021,capital,Security,Senior,44.58,347065,0.2001,277606,0.3616,100392,27,0.6483,0.8141,429.15,0.0599,0.6331,0.4527,0.5886,moderate 2239,Kenya,2024,urban,Security,Mid_Level,55.0,1762359,0.0775,1625795,0.5984,972836,57,0.7641,0.8606,452.72,0.0717,0.7914,0.5585,0.7868,high 2240,DRC,2023,rural,Administration,Junior,101.74,667975,0.3491,434789,0.1467,63784,13,0.633,0.6343,129.18,0.0543,0.3555,0.1719,0.3798,low 2241,Ghana,2018,rural,Health,Mid_Level,30.01,833551,0.1913,674099,0.342,230573,29,0.6055,0.7022,231.03,0.0617,0.6781,0.3549,0.5688,moderate 2242,Botswana,2019,rural,Administration,Mid_Level,2.41,110457,0.125,96645,0.4436,42870,83,0.7593,0.8788,416.59,0.0866,0.95,0.7127,0.8352,high 2243,Senegal,2021,rural,Agriculture,Mid_Level,16.62,365471,0.1516,310050,0.3512,108893,26,0.6316,0.6972,283.73,0.0573,0.7162,0.3341,0.5745,moderate 2244,Ghana,2021,capital,Social_Services,Junior,31.94,795075,0.0943,720087,0.5948,428282,32,0.6457,0.7005,227.74,0.0507,0.6599,0.3206,0.6582,high 2245,DRC,2025,urban,Security,Junior,108.36,602031,0.2869,429314,0.2311,99220,13,0.5938,0.6078,151.25,0.0589,0.4331,0.2189,0.4249,low 2246,Uganda,2020,rural,ICT,Junior,43.2,337972,0.2642,248696,0.2475,61555,20,0.6233,0.8124,255.64,0.0708,0.5722,0.3564,0.5106,moderate 2247,Senegal,2018,urban,Security,Junior,15.34,332288,0.1218,291827,0.4767,139128,35,0.6604,0.823,282.09,0.0698,0.7381,0.4575,0.6693,high 2248,Senegal,2018,urban,Education,Junior,15.34,344000,0.1004,309471,0.4688,145086,39,0.6351,0.8175,289.97,0.0673,0.5744,0.4707,0.6667,high 2249,DRC,2018,remote,Health,Junior,86.92,492619,0.4599,266041,0.131,34856,13,0.5897,0.6227,154.23,0.0578,0.4383,0.2223,0.3597,low 2250,Mozambique,2020,urban,Security,Director,29.66,311979,0.2304,240091,0.2934,70444,16,0.5705,0.6642,249.09,0.0671,0.3621,0.2165,0.4632,low 2251,Tanzania,2022,rural,Infrastructure,Mid_Level,63.15,1028006,0.2076,814611,0.2826,230249,28,0.6755,0.7469,216.17,0.0544,0.6629,0.3666,0.5538,moderate 2252,Uganda,2020,capital,Finance,Mid_Level,43.2,348282,0.1742,287597,0.4003,115120,20,0.6497,0.7517,299.82,0.0614,0.6248,0.4382,0.5756,moderate 2253,Mozambique,2019,remote,Agriculture,Junior,28.88,282028,0.3646,179210,0.1222,21901,15,0.6313,0.6313,95.46,0.0504,0.4039,0.2047,0.3825,low 2254,Kenya,2023,remote,Health,Junior,53.87,1734851,0.1529,1469580,0.2765,406380,49,0.762,0.7928,624.97,0.0932,0.9135,0.7436,0.688,high 2255,South Africa,2023,urban,Agriculture,Junior,61.51,3255776,0.1355,2814620,0.66,1857524,55,0.7553,0.9311,370.24,0.0746,0.8161,0.7688,0.8168,high 2256,Tanzania,2022,capital,Agriculture,Mid_Level,63.15,986485,0.1412,847229,0.4642,393294,18,0.6509,0.6989,175.04,0.0583,0.58,0.4112,0.5797,moderate 2257,Ghana,2020,capital,ICT,Junior,31.29,762188,0.1028,683848,0.6012,411128,30,0.5507,0.8072,202.5,0.0686,0.6652,0.4517,0.6824,high 2258,Rwanda,2018,remote,Education,Junior,12.14,393240,0.1098,350064,0.313,109558,79,0.7104,0.7993,496.72,0.0775,0.9257,0.7094,0.7817,high 2259,South Africa,2020,urban,Education,Junior,60.06,2754206,0.1235,2413961,0.5803,1400893,67,0.6625,0.7752,435.41,0.078,0.95,0.7,0.813,high 2260,Botswana,2025,urban,Health,Senior,2.64,126971,0.073,117706,0.6006,70694,66,0.7277,0.8664,623.62,0.0947,0.9133,0.7152,0.8397,high 2261,Botswana,2019,urban,Social_Services,Junior,2.41,109909,0.0793,101196,0.6819,69010,80,0.8668,0.8933,413.5,0.0906,0.9411,0.538,0.8826,high 2262,Tanzania,2024,capital,Health,Senior,67.0,1029811,0.1029,923824,0.3735,345049,33,0.5457,0.7309,311.32,0.0562,0.6092,0.4621,0.6169,moderate 2263,DRC,2024,remote,Security,Junior,105.0,570624,0.425,328107,0.112,36737,13,0.4756,0.6777,105.57,0.0591,0.446,0.1772,0.3682,low 2264,South Africa,2018,capital,Education,Mid_Level,59.11,3583902,0.1221,3146156,0.7473,2351027,67,0.7182,0.9228,511.87,0.0692,0.95,0.6517,0.8724,high 2265,Rwanda,2019,rural,Education,Junior,12.43,347025,0.104,310949,0.4096,127371,54,0.6918,0.8048,503.43,0.0787,0.7948,0.5838,0.72,high 2266,Kenya,2020,urban,Social_Services,Junior,50.61,1589794,0.0756,1469544,0.5903,867436,47,0.7231,0.8823,363.41,0.0774,0.95,0.5915,0.7827,high 2267,Senegal,2022,urban,Education,Senior,17.07,319548,0.101,287271,0.4703,135104,41,0.5663,0.7651,263.26,0.0629,0.6328,0.3895,0.6618,high 2268,Senegal,2025,rural,Education,Executive,18.49,377004,0.1624,315762,0.3508,110769,39,0.6361,0.7794,1075.56,0.0585,0.7311,0.3603,0.6206,moderate 2269,Senegal,2019,rural,Education,Senior,15.76,329940,0.1464,281627,0.351,98851,40,0.6976,0.6891,338.56,0.066,0.7295,0.4214,0.6196,moderate 2270,Rwanda,2022,urban,Finance,Junior,13.35,347091,0.0611,325869,0.6218,202610,75,0.7388,0.9168,411.98,0.0864,0.95,0.7385,0.884,high 2271,South Africa,2024,rural,Finance,Mid_Level,62.0,3638631,0.1545,3076421,0.492,1513562,47,0.7014,0.789,548.09,0.0761,0.8357,0.6138,0.7152,high 2272,Tanzania,2023,remote,Health,Junior,65.05,1243140,0.2374,948079,0.2066,195828,29,0.6839,0.7137,247.85,0.0485,0.737,0.4483,0.5404,moderate 2273,Nigeria,2022,remote,Education,Mid_Level,218.92,4732344,0.2972,3325702,0.247,821427,24,0.5229,0.7021,303.75,0.0576,0.659,0.3241,0.5011,moderate 2274,Kenya,2021,urban,Infrastructure,Junior,51.68,1578283,0.0773,1456342,0.6492,945435,55,0.751,0.9206,515.26,0.0837,0.9163,0.5658,0.8168,high 2275,Nigeria,2020,remote,Finance,Junior,208.37,4577492,0.2192,3574256,0.2438,871385,33,0.5948,0.7,242.24,0.0661,0.7254,0.4505,0.5612,moderate 2276,Rwanda,2018,capital,Agriculture,Mid_Level,12.14,310603,0.0576,292714,0.5754,168427,67,0.8097,0.9253,376.86,0.0802,0.8752,0.6236,0.8356,high 2277,Botswana,2018,capital,Education,Mid_Level,2.38,111555,0.0827,102332,0.7531,77068,61,0.6868,0.7669,394.38,0.071,0.95,0.7723,0.8574,high 2278,Ghana,2024,rural,Security,Mid_Level,34.0,887441,0.1491,755094,0.4161,314161,43,0.6184,0.752,293.38,0.0699,0.6273,0.3974,0.6395,moderate 2279,Rwanda,2020,urban,Education,Junior,12.73,372399,0.0747,344576,0.651,224329,76,0.7621,0.8438,588.84,0.0794,0.9251,0.565,0.8596,high 2280,Botswana,2018,remote,Education,Junior,2.38,94637,0.1478,80653,0.401,32344,75,0.8853,0.8137,444.4,0.0949,0.8982,0.737,0.7864,high 2281,Ghana,2022,capital,ICT,Junior,32.62,850078,0.101,764218,0.5584,426735,38,0.6053,0.8233,196.1,0.0586,0.5586,0.4292,0.6816,high 2282,South Africa,2021,urban,Security,Senior,60.54,3656747,0.1371,3155304,0.6095,1923112,68,0.6738,0.7882,731.83,0.0787,0.9116,0.6436,0.8118,high 2283,Uganda,2023,remote,Health,Junior,47.48,331331,0.2772,239486,0.2235,53526,16,0.5156,0.739,218.9,0.0611,0.7456,0.4326,0.5053,moderate 2284,Rwanda,2021,rural,Administration,Junior,13.04,416611,0.1054,372702,0.4674,174215,56,0.7746,0.899,556.17,0.0703,0.8175,0.712,0.7683,high 2285,Botswana,2023,remote,Finance,Junior,2.56,124598,0.1616,104461,0.377,39376,77,0.7621,0.8017,387.83,0.0733,0.95,0.5872,0.7703,high 2286,Mozambique,2025,urban,Security,Mid_Level,33.89,309582,0.2061,245767,0.2925,71890,22,0.5512,0.6547,94.86,0.0593,0.3691,0.2344,0.4852,low 2287,Uganda,2023,capital,ICT,Mid_Level,47.48,338214,0.1881,274585,0.3967,108937,21,0.5308,0.7167,200.09,0.0673,0.6057,0.3952,0.5622,moderate 2288,Tanzania,2025,remote,Social_Services,Senior,69.01,1407953,0.2584,1044100,0.2152,224676,19,0.5256,0.7417,322.22,0.0559,0.564,0.4083,0.4952,low 2289,Uganda,2020,urban,Agriculture,Junior,43.2,343133,0.1698,284859,0.3769,107352,27,0.5317,0.798,302.75,0.0712,0.7139,0.4084,0.6012,moderate 2290,Ghana,2018,capital,Education,Junior,30.01,852872,0.0975,769754,0.5524,425177,48,0.5911,0.682,215.49,0.0534,0.6497,0.3873,0.6897,high 2291,South Africa,2022,capital,Security,Junior,61.02,3187470,0.0865,2911628,0.7647,2226607,64,0.6899,0.8673,481.1,0.0904,0.95,0.5524,0.8599,high 2292,South Africa,2021,capital,Justice,Junior,60.54,3251285,0.1216,2855935,0.6787,1938276,72,0.7045,0.9211,587.44,0.0765,0.8092,0.6553,0.8539,high 2293,Senegal,2023,capital,Administration,Senior,17.53,437832,0.0927,397242,0.4892,194342,27,0.5667,0.6968,290.68,0.0641,0.5831,0.3413,0.6136,moderate 2294,DRC,2022,rural,Justice,Mid_Level,98.59,538574,0.3458,352312,0.1619,57034,10,0.4824,0.7053,90.91,0.0547,0.3586,0.2314,0.3938,low 2295,Mozambique,2022,remote,Social_Services,Senior,31.29,282538,0.3151,193515,0.1539,29779,23,0.6591,0.7083,195.32,0.0596,0.3917,0.1967,0.4323,low 2296,South Africa,2019,urban,Health,Junior,59.58,2979407,0.1277,2599073,0.6655,1729557,62,0.8039,0.8369,482.63,0.0806,0.7917,0.6712,0.8113,high 2297,Nigeria,2024,urban,Social_Services,Junior,230.0,4618234,0.1811,3781909,0.4596,1738343,31,0.647,0.6913,279.9,0.0627,0.569,0.3399,0.5917,moderate 2298,Nigeria,2025,capital,Administration,Junior,235.75,4568063,0.1431,3914339,0.4857,1901084,29,0.588,0.7498,280.1,0.0575,0.6588,0.3807,0.6246,moderate 2299,DRC,2020,urban,Education,Senior,92.57,636050,0.2045,505963,0.1949,98633,15,0.5334,0.6356,197.6,0.0565,0.3891,0.2321,0.4426,low 2300,Rwanda,2022,rural,Education,Junior,13.35,447593,0.1176,394939,0.477,188396,57,0.7976,0.7683,528.97,0.0856,0.8899,0.6446,0.751,high 2301,Nigeria,2023,remote,Education,Junior,224.39,4662818,0.2342,3570647,0.2125,758885,24,0.5418,0.7466,319.66,0.0679,0.6585,0.333,0.5157,moderate 2302,Senegal,2023,urban,Justice,Mid_Level,17.53,405054,0.0998,364631,0.5033,183534,38,0.6274,0.8195,199.06,0.0485,0.7013,0.4161,0.6806,high 2303,Uganda,2018,capital,Health,Junior,40.56,320737,0.1378,276531,0.3923,108474,23,0.6324,0.8169,187.37,0.0488,0.5796,0.374,0.589,moderate 2304,Nigeria,2022,capital,Security,Director,218.92,4049679,0.1125,3594119,0.5036,1809838,34,0.5489,0.7676,528.56,0.0632,0.6941,0.3556,0.6529,high 2305,Tanzania,2020,rural,Agriculture,Senior,59.53,1074848,0.207,852398,0.3115,265494,29,0.559,0.7165,390.02,0.0496,0.5613,0.328,0.545,moderate 2306,Ethiopia,2025,rural,Social_Services,Director,129.15,1643238,0.2958,1157165,0.2067,239175,17,0.6307,0.6929,298.73,0.0666,0.3873,0.1908,0.432,low 2307,Tanzania,2020,capital,Education,Mid_Level,59.53,965985,0.143,827878,0.3816,315899,19,0.5727,0.7084,190.44,0.0494,0.6553,0.3615,0.5651,moderate 2308,Ghana,2022,capital,Health,Junior,32.62,720646,0.1253,630375,0.5376,338868,40,0.7342,0.7069,305.7,0.0659,0.6947,0.4593,0.6745,high 2309,Kenya,2019,urban,Infrastructure,Mid_Level,49.57,1598632,0.0804,1470081,0.6532,960320,51,0.6474,0.7869,528.08,0.0687,0.8235,0.7676,0.7978,high 2310,Uganda,2018,capital,Security,Junior,40.56,293532,0.1718,243104,0.4129,100384,21,0.6333,0.7973,268.46,0.0619,0.7117,0.3224,0.5858,moderate 2311,Botswana,2022,capital,Education,Director,2.52,96658,0.0723,89664,0.6712,60178,70,0.8606,0.8315,1502.89,0.0781,0.95,0.7402,0.8684,high 2312,DRC,2019,remote,Education,Mid_Level,89.7,489114,0.4009,293015,0.134,39277,13,0.561,0.7066,109.9,0.0522,0.4285,0.161,0.3807,low 2313,Uganda,2024,capital,Education,Junior,49.0,370659,0.1508,314778,0.3442,108333,15,0.6062,0.7435,199.29,0.05,0.6068,0.3767,0.5457,moderate 2314,Ghana,2021,capital,ICT,Junior,31.94,784558,0.1214,689340,0.5149,354947,28,0.5893,0.7579,301.26,0.0568,0.726,0.4074,0.6454,moderate 2315,Nigeria,2023,capital,Administration,Junior,224.39,4253364,0.1413,3652258,0.5326,1945046,27,0.557,0.8191,296.27,0.0639,0.6324,0.3873,0.6401,moderate 2316,Tanzania,2025,capital,Justice,Mid_Level,69.01,1416744,0.1261,1238123,0.408,505206,31,0.7149,0.8111,219.21,0.0563,0.6997,0.4157,0.6312,moderate 2317,Kenya,2018,capital,Health,Junior,48.55,1599867,0.0997,1440363,0.657,946368,38,0.673,0.8392,576.21,0.0923,0.7913,0.7748,0.7668,high 2318,Uganda,2018,rural,Administration,Senior,40.56,290499,0.2226,225843,0.2242,50636,17,0.4932,0.683,388.98,0.0498,0.6354,0.4335,0.5023,moderate 2319,Botswana,2018,urban,Justice,Mid_Level,2.38,106217,0.0963,95983,0.6925,66470,67,0.8375,0.9074,460.53,0.0773,0.95,0.6617,0.8638,high 2320,Senegal,2023,capital,Health,Mid_Level,17.53,422516,0.0934,383051,0.5682,217643,38,0.7071,0.8001,213.17,0.0559,0.5756,0.3809,0.6794,high 2321,Kenya,2018,rural,Social_Services,Junior,48.55,1694174,0.1347,1466022,0.4463,654240,67,0.699,0.8069,606.16,0.0671,0.95,0.5547,0.7669,high 2322,Tanzania,2021,rural,Justice,Junior,61.31,1210955,0.2107,955790,0.3168,302832,34,0.707,0.7902,261.9,0.0674,0.7427,0.422,0.5965,moderate 2323,Rwanda,2019,capital,Social_Services,Executive,12.43,340615,0.0798,313421,0.6097,191078,71,0.88,0.9285,2080.35,0.0944,0.95,0.7453,0.8688,high 2324,Rwanda,2024,urban,Health,Junior,14.0,366383,0.0678,341538,0.5205,177761,64,0.7762,0.789,444.72,0.0712,0.7995,0.6958,0.791,high 2325,Senegal,2025,rural,Security,Executive,18.49,434909,0.1238,381063,0.3047,116098,35,0.6667,0.7999,795.3,0.0715,0.6532,0.4673,0.6147,moderate 2326,Kenya,2022,capital,Education,Junior,52.76,1716011,0.0971,1549358,0.601,931238,42,0.6409,0.8699,410.27,0.0656,0.95,0.5822,0.7647,high 2327,DRC,2025,capital,Security,Mid_Level,108.36,583068,0.2388,443828,0.2261,100354,11,0.6056,0.7088,96.25,0.0644,0.3496,0.1628,0.4319,low 2328,Ethiopia,2019,rural,Security,Mid_Level,111.37,1517467,0.3251,1024188,0.1869,191405,12,0.5638,0.6283,84.06,0.0486,0.3792,0.2019,0.3978,low 2329,Mozambique,2023,rural,ICT,Senior,32.13,307437,0.2725,223651,0.1712,38299,23,0.5983,0.6175,204.2,0.0597,0.4481,0.166,0.4362,low 2330,DRC,2020,remote,Finance,Junior,92.57,572894,0.4476,316446,0.1027,32501,10,0.5091,0.617,111.57,0.056,0.4171,0.2079,0.3438,critical 2331,Kenya,2021,capital,Finance,Junior,51.68,2053977,0.073,1903956,0.6911,1315908,56,0.7915,0.9161,591.2,0.0829,0.8464,0.6916,0.8357,high 2332,Senegal,2018,urban,Social_Services,Mid_Level,15.34,313262,0.1312,272165,0.3911,106431,40,0.7114,0.697,184.44,0.0708,0.5656,0.4758,0.6236,moderate 2333,DRC,2021,urban,Security,Mid_Level,95.53,554286,0.2661,406774,0.2049,83328,8,0.5838,0.6519,133.44,0.0618,0.4034,0.1775,0.4106,low 2334,Kenya,2025,urban,Administration,Senior,56.15,2095191,0.093,1900354,0.4901,931336,46,0.7178,0.8212,569.61,0.0806,0.8157,0.5996,0.729,high 2335,Uganda,2022,capital,Health,Junior,46.01,378204,0.1971,303655,0.3595,109154,25,0.5441,0.7703,195.66,0.0683,0.6973,0.4289,0.5813,moderate 2336,Ghana,2018,rural,Health,Mid_Level,30.01,812629,0.1768,668916,0.3988,266788,42,0.7193,0.7198,231.87,0.06,0.6668,0.4307,0.6282,moderate 2337,Botswana,2022,rural,Health,Junior,2.52,127648,0.1043,114336,0.4458,50974,77,0.7339,0.8428,563.55,0.0795,0.95,0.7483,0.8241,high 2338,Rwanda,2022,remote,Education,Junior,13.35,421000,0.1297,366409,0.3031,111072,69,0.7138,0.8053,460.27,0.0936,0.95,0.6532,0.747,high 2339,Kenya,2021,capital,Finance,Mid_Level,51.68,1959807,0.0792,1804666,0.7025,1267795,63,0.6578,0.9185,416.85,0.0935,0.9457,0.6271,0.8584,high 2340,Senegal,2021,rural,Social_Services,Senior,16.62,356248,0.1723,294863,0.33,97304,31,0.5759,0.7992,402.01,0.0583,0.6817,0.4578,0.6007,moderate 2341,Tanzania,2019,urban,Education,Junior,57.79,988520,0.1531,837163,0.3708,310395,32,0.7138,0.7086,236.45,0.0512,0.6875,0.3972,0.5992,moderate 2342,Uganda,2022,rural,Justice,Mid_Level,46.01,410282,0.2955,289027,0.2702,78093,16,0.6107,0.8088,258.5,0.0648,0.6219,0.4003,0.5072,moderate 2343,Rwanda,2024,rural,Health,Junior,14.0,404072,0.0964,365118,0.4726,172561,52,0.7641,0.8562,559.35,0.0803,0.95,0.6336,0.7608,high 2344,Uganda,2020,rural,Finance,Junior,43.2,388470,0.2745,281832,0.2364,66612,25,0.5554,0.7397,207.61,0.0507,0.6303,0.4088,0.5178,moderate 2345,Rwanda,2020,capital,Education,Junior,12.73,392387,0.0613,368316,0.6618,243765,73,0.7365,0.891,550.28,0.0858,0.8919,0.6023,0.8657,high 2346,Uganda,2022,remote,Finance,Mid_Level,46.01,361701,0.3695,228049,0.1812,41330,21,0.5829,0.7843,283.2,0.0657,0.6954,0.3952,0.4821,low 2347,Mozambique,2019,remote,Education,Junior,28.88,256675,0.3353,170613,0.1373,23421,19,0.5953,0.599,105.37,0.0695,0.4212,0.2296,0.4029,low 2348,Nigeria,2018,remote,Social_Services,Mid_Level,198.33,4173130,0.2386,3177590,0.2451,778931,35,0.6368,0.6792,237.45,0.0654,0.6897,0.3978,0.5498,moderate 2349,Nigeria,2025,capital,Health,Junior,235.75,5144364,0.1547,4348439,0.5063,2201596,36,0.633,0.7228,265.06,0.0578,0.6546,0.3424,0.636,moderate 2350,Ghana,2021,urban,Health,Executive,31.94,687882,0.1471,586664,0.4375,256645,45,0.6898,0.7045,838.8,0.0564,0.7073,0.3435,0.6458,moderate 2351,Ghana,2019,rural,Agriculture,Junior,30.64,665105,0.1719,550752,0.3344,184188,40,0.6154,0.822,263.59,0.0617,0.7157,0.4789,0.6334,moderate 2352,Botswana,2024,urban,Social_Services,Junior,2.6,126274,0.0945,114335,0.6994,79968,82,0.8801,0.8868,622.92,0.0864,0.8432,0.5677,0.8803,high 2353,Mozambique,2022,urban,Security,Senior,31.29,293335,0.2349,224418,0.2765,62043,23,0.5385,0.645,195.15,0.0663,0.4382,0.2313,0.4816,low 2354,Nigeria,2019,urban,Security,Junior,203.29,4626026,0.1731,3825455,0.4713,1803020,37,0.5854,0.7383,272.75,0.0677,0.6964,0.3394,0.6314,moderate 2355,Ethiopia,2023,urban,Finance,Executive,122.93,1323356,0.1856,1077732,0.2782,299829,18,0.514,0.5954,456.63,0.0632,0.3496,0.2244,0.4649,low 2356,Kenya,2024,urban,Health,Mid_Level,55.0,1759940,0.0925,1597211,0.6166,984793,38,0.5542,0.7877,363.61,0.0723,0.8839,0.7227,0.7548,high 2357,Tanzania,2018,urban,Administration,Mid_Level,56.11,1109015,0.1377,956319,0.352,336643,21,0.6292,0.8046,245.13,0.0598,0.6403,0.3229,0.5731,moderate 2358,Senegal,2018,remote,Health,Junior,15.34,356805,0.1833,291396,0.2857,83264,23,0.6585,0.6952,205.72,0.0607,0.7224,0.3863,0.5483,moderate 2359,Ethiopia,2020,urban,Health,Senior,114.15,1540425,0.236,1176879,0.2813,331000,16,0.5728,0.5917,168.6,0.0638,0.4307,0.1887,0.452,low 2360,Tanzania,2024,rural,Administration,Executive,67.0,1040198,0.1802,852777,0.3151,268708,32,0.5494,0.766,1239.07,0.0534,0.6202,0.3832,0.579,moderate 2361,Senegal,2021,rural,Health,Senior,16.62,324220,0.1701,269054,0.2846,76569,38,0.6237,0.7734,302.81,0.0609,0.6108,0.3206,0.5828,moderate 2362,Senegal,2023,capital,Administration,Mid_Level,17.53,327944,0.1187,289004,0.4442,128377,39,0.6224,0.7602,300.36,0.0492,0.6851,0.3438,0.6458,moderate 2363,Mozambique,2023,capital,Health,Junior,32.13,333445,0.214,262082,0.3204,83971,20,0.6365,0.6986,122.04,0.0535,0.4088,0.1713,0.4894,low 2364,Uganda,2024,urban,Education,Senior,49.0,346276,0.2249,268399,0.4058,108918,23,0.6297,0.6806,360.84,0.0692,0.5547,0.3665,0.5469,moderate 2365,Ghana,2020,rural,Security,Junior,31.29,715909,0.1899,579976,0.3303,191593,32,0.5644,0.7881,179.07,0.0552,0.6563,0.321,0.5811,moderate 2366,Kenya,2025,rural,Security,Junior,56.15,1762184,0.1287,1535384,0.3835,588747,56,0.647,0.8869,446.87,0.0801,0.8177,0.5866,0.7272,high 2367,South Africa,2021,urban,ICT,Junior,60.54,2808338,0.1209,2468923,0.6091,1503829,73,0.7232,0.9105,549.07,0.07,0.8841,0.648,0.8443,high 2368,South Africa,2022,urban,Agriculture,Mid_Level,61.02,3240047,0.1246,2836322,0.7129,2022070,59,0.7175,0.8071,389.41,0.0734,0.8844,0.7187,0.826,high 2369,DRC,2019,rural,Health,Junior,89.7,510157,0.3319,340813,0.1411,48077,9,0.5466,0.6386,113.94,0.0554,0.3749,0.1747,0.3755,low 2370,South Africa,2020,urban,Infrastructure,Director,60.06,3500452,0.0961,3164058,0.5913,1871005,73,0.748,0.8462,1381.24,0.0814,0.7748,0.5737,0.8181,high 2371,Rwanda,2018,capital,Health,Mid_Level,12.14,354080,0.0555,334411,0.5731,191649,95,0.7889,0.8082,522.29,0.07,0.8274,0.5389,0.8747,high 2372,DRC,2025,rural,Infrastructure,Senior,108.36,668577,0.3042,465223,0.1547,71970,11,0.5274,0.683,137.85,0.0518,0.375,0.1657,0.3967,low 2373,Mozambique,2025,rural,Health,Mid_Level,33.89,367490,0.2589,272355,0.1861,50687,20,0.5337,0.6627,129.43,0.0673,0.4358,0.2353,0.4483,low 2374,Kenya,2019,rural,Security,Junior,49.57,1955084,0.1441,1673258,0.4502,753367,38,0.5888,0.9211,644.67,0.0729,0.8492,0.6787,0.7125,high 2375,Senegal,2018,rural,ICT,Junior,15.34,362076,0.1527,306784,0.3116,95583,31,0.6336,0.7892,256.12,0.0702,0.5753,0.4732,0.5905,moderate 2376,South Africa,2022,urban,Health,Junior,61.02,3173831,0.1406,2727505,0.693,1890168,44,0.6411,0.8485,605.03,0.0888,0.8325,0.5331,0.7619,high 2377,DRC,2019,rural,Health,Junior,89.7,590082,0.3228,399590,0.1792,71614,13,0.5131,0.586,121.96,0.0649,0.3865,0.2325,0.3964,low 2378,DRC,2024,rural,Health,Junior,105.0,628943,0.3024,438730,0.1718,75374,11,0.4957,0.6863,127.8,0.0527,0.3938,0.2156,0.4087,low 2379,Mozambique,2021,urban,Security,Mid_Level,30.47,260501,0.1802,213569,0.2687,57385,15,0.6377,0.6062,137.87,0.072,0.372,0.2083,0.4586,low 2380,South Africa,2018,urban,ICT,Executive,59.11,3049686,0.1351,2637821,0.7066,1863752,53,0.7809,0.7926,2574.66,0.0917,0.9129,0.6202,0.7976,high 2381,Mozambique,2025,capital,Infrastructure,Mid_Level,33.89,326843,0.1514,277348,0.2599,72070,23,0.6467,0.694,120.69,0.0639,0.3906,0.2142,0.4992,low 2382,Ethiopia,2024,urban,ICT,Director,126.0,1475390,0.2626,1088018,0.3188,346882,10,0.4658,0.6769,351.06,0.054,0.3899,0.2031,0.4499,low 2383,Kenya,2021,capital,Education,Senior,51.68,1577005,0.0881,1438064,0.6491,933468,66,0.8757,0.9257,768.59,0.0653,0.8492,0.6436,0.8434,high 2384,Kenya,2018,capital,Education,Junior,48.55,1740538,0.0985,1569018,0.6036,947103,38,0.6598,0.8259,620.33,0.0778,0.8614,0.7082,0.7521,high 2385,DRC,2021,rural,Health,Junior,95.53,495197,0.3703,311847,0.1441,44935,9,0.5504,0.6603,106.74,0.0711,0.4059,0.2341,0.379,low 2386,Kenya,2020,urban,Finance,Junior,50.61,1531113,0.0839,1402649,0.6354,891209,63,0.6629,0.7681,380.61,0.0844,0.839,0.7183,0.8163,high 2387,Kenya,2018,rural,Administration,Junior,48.55,1886621,0.1471,1609173,0.4205,676613,45,0.6928,0.8178,629.96,0.0814,0.95,0.6786,0.7164,high 2388,South Africa,2020,urban,Administration,Junior,60.06,3031409,0.1416,2602301,0.6115,1591217,72,0.7119,0.8996,534.59,0.0678,0.791,0.5976,0.8213,high 2389,South Africa,2023,urban,Education,Mid_Level,61.51,3702508,0.1016,3326354,0.6714,2233352,74,0.8058,0.9289,529.37,0.0855,0.95,0.5719,0.869,high 2390,Uganda,2022,rural,Health,Mid_Level,46.01,397955,0.2057,316094,0.2533,80051,17,0.5127,0.7519,179.42,0.0582,0.5575,0.4681,0.5197,moderate 2391,Botswana,2025,capital,Health,Junior,2.64,101953,0.0858,93209,0.7654,71342,69,0.8579,0.9026,472.66,0.0835,0.8941,0.6822,0.8854,high 2392,Tanzania,2019,urban,Education,Junior,57.79,1013415,0.1512,860230,0.3879,333695,34,0.5982,0.8172,204.03,0.0557,0.5845,0.3581,0.611,moderate 2393,DRC,2019,rural,Education,Junior,89.7,500484,0.36,320321,0.1527,48900,9,0.4658,0.6798,134.7,0.0591,0.3932,0.1792,0.3799,low 2394,Nigeria,2021,rural,Justice,Junior,213.58,4500748,0.2089,3560700,0.3344,1190704,33,0.6795,0.6997,223.32,0.0544,0.6397,0.3944,0.5723,moderate 2395,Nigeria,2023,rural,Agriculture,Mid_Level,224.39,4182036,0.187,3400015,0.2853,970165,35,0.5627,0.7224,217.04,0.0622,0.7327,0.4606,0.5898,moderate 2396,South Africa,2018,urban,Health,Senior,59.11,3014858,0.106,2695139,0.6404,1726050,57,0.8248,0.7706,952.49,0.0715,0.8131,0.7129,0.7943,high 2397,Mozambique,2022,remote,Infrastructure,Mid_Level,31.29,285296,0.3964,172190,0.1473,25368,19,0.6261,0.5982,146.38,0.06,0.4254,0.217,0.3892,low 2398,Botswana,2021,rural,Security,Junior,2.49,118912,0.118,104878,0.55,57687,80,0.739,0.7687,408.9,0.0877,0.95,0.7021,0.8385,high 2399,Ethiopia,2024,rural,Infrastructure,Executive,126.0,1321755,0.2848,945383,0.1942,183546,11,0.5612,0.6192,469.33,0.0513,0.3771,0.176,0.403,low 2400,Tanzania,2025,urban,Social_Services,Mid_Level,69.01,1071647,0.1494,911557,0.3461,315475,25,0.6084,0.792,309.79,0.0529,0.6819,0.3952,0.5882,moderate 2401,Botswana,2024,remote,Infrastructure,Junior,2.6,127477,0.1486,108537,0.4173,45296,70,0.8823,0.768,571.69,0.0751,0.95,0.765,0.7789,high 2402,Tanzania,2023,rural,Health,Junior,65.05,1196665,0.1797,981659,0.2572,252512,30,0.657,0.6887,182.3,0.0571,0.6759,0.463,0.5616,moderate 2403,Uganda,2021,capital,Social_Services,Junior,44.58,371354,0.1622,311126,0.4379,136248,25,0.51,0.7309,202.05,0.0548,0.6303,0.4066,0.5948,moderate 2404,Rwanda,2024,capital,Finance,Senior,14.0,411454,0.0677,383590,0.71,272334,84,0.8385,0.9294,541.3,0.0657,0.8902,0.561,0.9051,high 2405,South Africa,2019,capital,Security,Junior,59.58,3474219,0.0958,3141470,0.728,2286970,49,0.5946,0.8821,393.66,0.0862,0.95,0.6937,0.8272,high 2406,Ghana,2022,remote,Health,Director,32.62,709222,0.2096,560563,0.3077,172464,32,0.6917,0.764,760.44,0.0492,0.6609,0.3502,0.5702,moderate 2407,Senegal,2018,rural,Justice,Mid_Level,15.34,360480,0.1693,299436,0.3298,98743,29,0.6661,0.775,205.0,0.0584,0.588,0.4446,0.5821,moderate 2408,Uganda,2019,rural,Security,Executive,41.86,328162,0.2895,233144,0.2728,63606,15,0.5417,0.7341,771.78,0.0585,0.5752,0.4537,0.4963,low 2409,Mozambique,2020,capital,Agriculture,Senior,29.66,335346,0.2075,265774,0.313,83183,16,0.5649,0.6333,225.6,0.0502,0.3964,0.1798,0.469,low 2410,Ethiopia,2024,urban,Social_Services,Director,126.0,1363204,0.2429,1032047,0.2731,281881,14,0.5184,0.6652,271.77,0.0658,0.4226,0.1916,0.4537,low 2411,South Africa,2018,capital,Education,Director,59.11,3032800,0.1168,2678585,0.7938,2126362,54,0.7292,0.9099,1336.1,0.0676,0.95,0.7551,0.8613,high 2412,Botswana,2024,rural,Justice,Mid_Level,2.6,108148,0.1369,93339,0.4436,41407,80,0.7854,0.8795,591.53,0.0896,0.8175,0.6788,0.8082,high 2413,Tanzania,2019,capital,Infrastructure,Executive,57.79,1190629,0.1268,1039636,0.4725,491192,22,0.5394,0.781,1171.6,0.0658,0.5729,0.377,0.6035,moderate 2414,DRC,2018,rural,Education,Junior,86.92,533851,0.2689,390312,0.1492,58223,13,0.5166,0.6592,154.36,0.0508,0.3629,0.2147,0.4092,low 2415,Ghana,2022,remote,Health,Senior,32.62,812591,0.1871,660588,0.2733,180522,35,0.5784,0.7079,327.33,0.0613,0.5687,0.3342,0.5555,moderate 2416,Ghana,2020,rural,ICT,Junior,31.29,893035,0.1805,731840,0.4078,298435,38,0.6448,0.7928,257.67,0.0695,0.7266,0.4049,0.6339,moderate 2417,Ethiopia,2022,rural,Security,Mid_Level,119.93,1504160,0.2425,1139352,0.2369,269943,13,0.51,0.6124,88.99,0.059,0.3364,0.1729,0.4239,low 2418,Ethiopia,2018,capital,ICT,Mid_Level,108.65,1134488,0.201,906422,0.3214,291354,15,0.5324,0.6704,94.27,0.0533,0.4479,0.1932,0.4823,low 2419,Senegal,2019,capital,Security,Junior,15.76,331427,0.0939,300312,0.4585,137681,32,0.5545,0.7435,179.89,0.0713,0.6705,0.332,0.6329,moderate 2420,South Africa,2019,rural,Security,Junior,59.58,2824622,0.1619,2367333,0.4366,1033592,45,0.6486,0.8927,456.24,0.0653,0.8064,0.675,0.7132,high 2421,Nigeria,2022,rural,Agriculture,Mid_Level,218.92,4345666,0.2488,3264598,0.3459,1129258,27,0.636,0.6781,178.14,0.0556,0.6997,0.4681,0.5603,moderate 2422,Rwanda,2023,rural,Health,Director,13.67,359312,0.1188,316618,0.3898,123433,54,0.7297,0.7843,896.61,0.0854,0.95,0.5962,0.725,high 2423,DRC,2022,rural,Health,Junior,98.59,615842,0.3878,376995,0.1522,57379,13,0.5523,0.6769,140.81,0.0607,0.3386,0.23,0.382,low 2424,Botswana,2022,urban,Infrastructure,Junior,2.52,113096,0.0895,102974,0.6625,68216,53,0.768,0.8426,560.2,0.0655,0.9112,0.5392,0.7972,high 2425,Senegal,2023,rural,Finance,Executive,17.53,365463,0.1465,311909,0.3565,111200,33,0.6621,0.8214,1117.41,0.0516,0.5933,0.4592,0.6135,moderate 2426,Mozambique,2018,rural,Administration,Senior,28.12,248821,0.2947,175504,0.1806,31691,22,0.6008,0.6563,126.94,0.054,0.3798,0.2179,0.4347,low 2427,Tanzania,2022,remote,Health,Junior,63.15,1170051,0.2457,882605,0.2186,192900,25,0.5229,0.7794,310.56,0.0674,0.6892,0.4215,0.5337,moderate 2428,Ghana,2024,rural,Health,Junior,34.0,943853,0.1916,763036,0.3869,295239,33,0.6885,0.7097,208.61,0.0609,0.6639,0.3762,0.5918,moderate 2429,Ethiopia,2022,rural,Education,Junior,119.93,1525422,0.3442,1000303,0.232,232059,11,0.5554,0.689,101.09,0.0634,0.3815,0.213,0.4122,low 2430,Botswana,2018,urban,Education,Junior,2.38,94627,0.086,86492,0.6949,60107,48,0.6507,0.7951,641.65,0.0682,0.9448,0.6245,0.7984,high 2431,Kenya,2020,rural,Security,Mid_Level,50.61,1555501,0.1139,1378404,0.3881,534967,50,0.7885,0.8336,448.41,0.0663,0.8786,0.5336,0.7098,high 2432,Kenya,2020,remote,Infrastructure,Junior,50.61,1664744,0.162,1395089,0.267,372495,65,0.7778,0.8487,564.87,0.0704,0.7794,0.68,0.712,high 2433,Botswana,2019,capital,Administration,Senior,2.41,96036,0.0908,87313,0.6517,56898,79,0.7951,0.8531,825.75,0.0672,0.95,0.5573,0.8664,high 2434,Nigeria,2025,capital,Health,Junior,235.75,4570416,0.1451,3907301,0.4856,1897230,35,0.6454,0.7515,223.92,0.0636,0.7297,0.3768,0.646,moderate 2435,Ethiopia,2020,urban,Education,Mid_Level,114.15,1207712,0.25,905748,0.2549,230892,12,0.4771,0.6346,138.55,0.0698,0.3823,0.1788,0.4325,low 2436,DRC,2023,rural,Security,Junior,101.74,622423,0.2771,449931,0.1443,64925,15,0.483,0.6242,100.32,0.0511,0.4396,0.1701,0.4089,low 2437,Ghana,2021,rural,Health,Junior,31.94,760742,0.1443,650957,0.3293,214390,39,0.5912,0.7708,312.33,0.0535,0.5939,0.3218,0.601,moderate 2438,Ethiopia,2018,urban,Infrastructure,Junior,108.65,1234556,0.1888,1001502,0.3016,302003,14,0.5951,0.6565,111.17,0.063,0.3323,0.2152,0.4664,low 2439,DRC,2020,rural,Infrastructure,Mid_Level,92.57,589143,0.2837,422020,0.1555,65617,8,0.4896,0.6096,127.11,0.0625,0.4287,0.2017,0.3924,low 2440,Nigeria,2023,remote,Health,Mid_Level,224.39,4256148,0.2392,3238091,0.2665,862955,24,0.6701,0.7986,306.79,0.0621,0.6665,0.3844,0.5417,moderate 2441,Ghana,2021,remote,Education,Mid_Level,31.94,917551,0.1978,736093,0.2994,220401,32,0.5385,0.764,246.9,0.0669,0.5533,0.3313,0.5585,moderate 2442,Tanzania,2024,urban,Infrastructure,Junior,67.0,1360098,0.1616,1140339,0.4024,458878,22,0.6732,0.8089,253.21,0.063,0.6382,0.353,0.5857,moderate 2443,Mozambique,2023,rural,Infrastructure,Senior,32.13,316681,0.3076,219268,0.1713,37562,22,0.536,0.6058,191.17,0.0502,0.3511,0.2183,0.4187,low 2444,Uganda,2020,rural,Health,Junior,43.2,333805,0.25,250345,0.253,63339,20,0.5501,0.6773,267.49,0.0594,0.6253,0.3538,0.5002,moderate 2445,Rwanda,2025,capital,Administration,Junior,14.34,490905,0.065,458973,0.6616,303670,65,0.8601,0.813,569.06,0.0647,0.926,0.7128,0.8475,high 2446,Rwanda,2021,urban,Justice,Mid_Level,13.04,358074,0.0725,332121,0.6422,213282,64,0.7859,0.7902,629.09,0.0833,0.9013,0.731,0.8342,high 2447,Rwanda,2024,capital,Education,Mid_Level,14.0,399908,0.0623,374998,0.6261,234803,58,0.6484,0.8093,371.02,0.0803,0.8153,0.5376,0.7926,high 2448,Ghana,2024,rural,Administration,Executive,34.0,873850,0.1879,709662,0.3268,231933,41,0.6739,0.7765,762.83,0.0705,0.6339,0.4441,0.6115,moderate 2449,Senegal,2025,remote,Education,Junior,18.49,424828,0.1919,343314,0.2429,83385,36,0.7231,0.7214,194.25,0.0642,0.6675,0.4649,0.5742,moderate 2450,Rwanda,2023,urban,Security,Senior,13.67,391388,0.0609,367553,0.6234,229119,53,0.8054,0.7936,693.42,0.0943,0.7953,0.5211,0.7738,high 2451,Senegal,2018,remote,ICT,Junior,15.34,362091,0.2068,287197,0.2196,63078,27,0.679,0.6999,253.13,0.0539,0.6612,0.3514,0.5269,moderate 2452,Kenya,2019,capital,ICT,Junior,49.57,1691089,0.0812,1553721,0.5872,912405,61,0.7078,0.8713,512.9,0.0916,0.95,0.5767,0.8124,high 2453,Rwanda,2024,rural,Administration,Director,14.0,449858,0.0988,405420,0.4097,166088,91,0.95,0.7816,1290.74,0.0681,0.8422,0.6196,0.8186,high 2454,Rwanda,2020,rural,Health,Mid_Level,12.73,391317,0.1124,347340,0.3839,133360,67,0.8134,0.886,484.89,0.0788,0.95,0.6048,0.7738,high 2455,Mozambique,2019,remote,Social_Services,Junior,28.88,319800,0.3027,222993,0.1542,34383,19,0.573,0.7056,142.27,0.0511,0.4141,0.2232,0.4299,low 2456,Botswana,2022,capital,Education,Executive,2.52,111413,0.079,102612,0.7709,79098,51,0.6156,0.7987,1478.39,0.0928,0.8139,0.5789,0.8095,high 2457,Senegal,2022,remote,Health,Junior,17.07,399933,0.1904,323765,0.2567,83103,23,0.6571,0.7618,300.16,0.0711,0.6953,0.325,0.5404,moderate 2458,DRC,2023,rural,Health,Junior,101.74,549816,0.3931,333684,0.1698,56665,13,0.5956,0.6632,145.58,0.0535,0.3608,0.2073,0.383,low 2459,Uganda,2024,rural,ICT,Senior,49.0,360570,0.2248,279495,0.2558,71482,24,0.5983,0.6851,370.93,0.0676,0.5994,0.4216,0.5226,moderate 2460,Nigeria,2020,rural,Security,Junior,208.37,4466857,0.2248,3462584,0.2945,1019642,37,0.7025,0.7532,187.4,0.0586,0.6168,0.362,0.5708,moderate 2461,Tanzania,2023,remote,Health,Mid_Level,65.05,1213627,0.2464,914548,0.241,220421,24,0.6102,0.7165,217.63,0.0603,0.5539,0.3597,0.5075,moderate 2462,Tanzania,2019,capital,Education,Junior,57.79,932412,0.1315,809786,0.4566,369774,34,0.7162,0.8061,278.64,0.0544,0.5872,0.4719,0.6431,moderate 2463,Ghana,2025,urban,Infrastructure,Junior,34.71,776357,0.1283,676736,0.4527,306372,37,0.7053,0.7951,304.25,0.0537,0.6367,0.4203,0.6486,moderate 2464,Rwanda,2022,remote,Education,Junior,13.35,387068,0.1269,337946,0.3165,106965,66,0.7084,0.8377,556.76,0.0688,0.95,0.6867,0.7517,high 2465,Mozambique,2018,capital,Health,Junior,28.12,293360,0.2108,231519,0.2499,57858,15,0.6215,0.6507,114.75,0.0594,0.3433,0.1776,0.447,low 2466,DRC,2025,rural,Education,Director,108.36,630166,0.2877,448847,0.1778,79794,13,0.5939,0.5879,260.97,0.0707,0.3497,0.2299,0.4012,low 2467,Botswana,2024,urban,Administration,Director,2.6,129877,0.0849,118845,0.7043,83707,59,0.6543,0.9184,1610.87,0.0659,0.95,0.7668,0.8618,high 2468,Ghana,2022,capital,Health,Mid_Level,32.62,923012,0.1021,828778,0.5215,432194,44,0.7372,0.8165,300.8,0.0623,0.7356,0.4183,0.7027,high 2469,South Africa,2022,capital,Finance,Junior,61.02,3620940,0.0856,3311111,0.6614,2189818,77,0.8795,0.8938,563.86,0.0656,0.8522,0.7276,0.8785,high 2470,Mozambique,2025,urban,Education,Junior,33.89,343796,0.1848,280267,0.2204,61781,16,0.5731,0.6675,108.69,0.0555,0.3647,0.2099,0.4565,low 2471,Uganda,2020,remote,Education,Senior,43.2,326904,0.332,218379,0.2066,45126,18,0.5514,0.6941,377.4,0.0698,0.6688,0.4323,0.4779,low 2472,Senegal,2020,urban,Justice,Junior,16.18,315571,0.1009,283729,0.4215,119582,42,0.5996,0.6908,195.65,0.0529,0.6244,0.3515,0.6364,moderate 2473,Rwanda,2018,capital,Justice,Mid_Level,12.14,391163,0.0585,368276,0.6169,227191,96,0.7741,0.8396,438.73,0.0642,0.9243,0.663,0.9143,high 2474,Kenya,2020,urban,Education,Mid_Level,50.61,1956410,0.1026,1755705,0.5343,938055,44,0.7217,0.8032,622.28,0.0907,0.8424,0.7284,0.7455,high 2475,DRC,2019,capital,ICT,Senior,89.7,536425,0.2548,399769,0.2042,81641,13,0.6276,0.6914,172.62,0.0563,0.4359,0.1833,0.4355,low 2476,DRC,2025,urban,Health,Junior,108.36,653960,0.2148,513479,0.2068,106174,14,0.4883,0.6649,113.07,0.0635,0.3888,0.2301,0.4446,low 2477,Nigeria,2021,urban,Health,Mid_Level,213.58,3777847,0.1627,3163050,0.4197,1327391,35,0.6243,0.7696,183.85,0.065,0.7392,0.3916,0.6303,moderate 2478,Nigeria,2018,rural,Health,Mid_Level,198.33,3410201,0.2052,2710440,0.3471,940663,23,0.5917,0.7131,214.15,0.0634,0.6984,0.4597,0.5657,moderate 2479,Mozambique,2020,capital,Finance,Mid_Level,29.66,317962,0.1976,255146,0.3114,79460,12,0.6271,0.7107,86.56,0.0555,0.4211,0.1983,0.477,low 2480,South Africa,2018,urban,Agriculture,Senior,59.11,3442019,0.1411,2956454,0.6373,1884173,70,0.6866,0.8531,937.46,0.0908,0.95,0.5588,0.8279,high 2481,Ghana,2019,rural,Education,Junior,30.64,846003,0.1358,731136,0.3523,257552,31,0.5355,0.7075,202.64,0.0601,0.6374,0.3955,0.591,moderate 2482,Ethiopia,2025,rural,Security,Mid_Level,129.15,1557645,0.271,1135458,0.2332,264740,14,0.5679,0.6577,143.59,0.0608,0.385,0.1968,0.4324,low 2483,Uganda,2024,urban,Administration,Senior,49.0,349469,0.1752,288247,0.401,115587,19,0.5445,0.7076,274.74,0.0595,0.6997,0.4256,0.5726,moderate 2484,Kenya,2018,urban,Education,Mid_Level,48.55,1650975,0.1127,1464969,0.6284,920530,58,0.7354,0.8655,482.64,0.0894,0.95,0.7798,0.8267,high 2485,Ethiopia,2022,rural,Education,Junior,119.93,1526889,0.345,1000047,0.2304,230451,18,0.5552,0.6778,129.97,0.061,0.3492,0.206,0.4235,low 2486,Senegal,2020,rural,Administration,Mid_Level,16.18,330289,0.1491,281043,0.3393,95351,37,0.5795,0.7538,304.02,0.0487,0.6944,0.4609,0.6186,moderate 2487,Mozambique,2024,remote,Justice,Mid_Level,33.0,327716,0.2731,238223,0.1201,28616,19,0.5372,0.6249,142.11,0.0507,0.3647,0.2148,0.411,low 2488,Rwanda,2018,urban,Health,Senior,12.14,379000,0.0789,349103,0.5504,192139,85,0.79,0.862,566.41,0.0671,0.8265,0.5762,0.8499,high 2489,DRC,2019,capital,Administration,Mid_Level,89.7,557924,0.205,443555,0.2028,89950,15,0.4851,0.6919,131.89,0.0578,0.4189,0.2212,0.4547,low 2490,Nigeria,2025,urban,Education,Mid_Level,235.75,4148231,0.1497,3527230,0.4432,1563283,25,0.6657,0.8214,186.39,0.0529,0.6447,0.3261,0.6062,moderate 2491,Ethiopia,2018,remote,Health,Junior,108.65,1273922,0.297,895557,0.1705,152724,17,0.5501,0.6112,148.25,0.0643,0.3928,0.1914,0.411,low 2492,Senegal,2022,capital,Finance,Mid_Level,17.07,365467,0.1083,325902,0.535,174341,38,0.6655,0.7027,280.08,0.0677,0.5709,0.4634,0.6605,high 2493,South Africa,2025,rural,Health,Mid_Level,62.5,3169265,0.1471,2703177,0.403,1089276,68,0.7874,0.8416,466.61,0.0772,0.8972,0.6441,0.7644,high 2494,Senegal,2018,urban,Health,Senior,15.34,339750,0.127,296606,0.4479,132848,26,0.5677,0.7101,361.48,0.0669,0.5752,0.384,0.5977,moderate 2495,South Africa,2018,urban,Agriculture,Junior,59.11,2725335,0.1307,2369033,0.6256,1482167,54,0.756,0.7794,607.91,0.0888,0.8799,0.6419,0.7778,high 2496,Tanzania,2021,rural,Health,Mid_Level,61.31,1038284,0.2055,824953,0.3335,275100,23,0.5824,0.7571,257.66,0.0518,0.6662,0.4358,0.5633,moderate 2497,Tanzania,2025,rural,Agriculture,Junior,69.01,1092343,0.1947,879631,0.3021,265768,32,0.6178,0.7008,208.71,0.0594,0.6134,0.3488,0.5582,moderate 2498,Nigeria,2018,urban,Education,Director,198.33,4390685,0.1376,3786702,0.4616,1747966,29,0.6947,0.7662,514.0,0.0527,0.7411,0.4669,0.6393,moderate 2499,South Africa,2021,urban,Infrastructure,Senior,60.54,3183823,0.1016,2860246,0.6096,1743542,62,0.7146,0.9033,951.56,0.0717,0.95,0.7061,0.8331,high 2500,Senegal,2022,capital,Finance,Executive,17.07,392161,0.1045,351181,0.4297,150886,29,0.6138,0.7712,1214.27,0.059,0.606,0.365,0.6166,moderate 2501,DRC,2019,capital,Education,Senior,89.7,524186,0.2562,389880,0.2655,103525,8,0.5656,0.5961,133.75,0.0546,0.3434,0.213,0.4174,low 2502,Tanzania,2023,rural,Agriculture,Senior,65.05,1266620,0.2122,997882,0.3081,307425,24,0.6004,0.7486,286.77,0.0675,0.7305,0.4775,0.5671,moderate 2503,Botswana,2019,capital,Health,Senior,2.41,112898,0.0864,103140,0.8,82512,56,0.6945,0.8997,641.73,0.0802,0.8946,0.6748,0.8603,high 2504,DRC,2025,capital,Infrastructure,Director,108.36,620488,0.2456,468122,0.2641,123647,10,0.4722,0.5948,223.14,0.0564,0.3463,0.1924,0.4227,low 2505,Uganda,2024,urban,Finance,Junior,49.0,415318,0.1752,342547,0.3184,109059,28,0.6615,0.7728,283.45,0.0582,0.6107,0.4,0.5728,moderate 2506,Mozambique,2024,remote,Agriculture,Junior,33.0,351602,0.3625,224151,0.1298,29086,17,0.5056,0.6373,138.92,0.0555,0.4056,0.1862,0.3891,low 2507,Senegal,2019,rural,Agriculture,Senior,15.76,365219,0.1704,302991,0.2984,90397,35,0.6145,0.787,393.02,0.0493,0.6565,0.4391,0.5971,moderate 2508,Kenya,2020,rural,Social_Services,Junior,50.61,1812909,0.1455,1549067,0.3694,572190,45,0.7057,0.8645,588.02,0.0841,0.9307,0.6375,0.705,high 2509,Tanzania,2018,rural,Health,Executive,56.11,882290,0.1534,746914,0.3163,236249,20,0.5635,0.8141,1172.73,0.0536,0.6015,0.4148,0.5645,moderate 2510,Ethiopia,2021,capital,Health,Senior,117.0,1338666,0.2194,1044905,0.283,295674,15,0.5609,0.6274,191.73,0.051,0.4317,0.2195,0.4626,low 2511,DRC,2020,rural,Administration,Junior,92.57,532649,0.3762,332277,0.1327,44078,13,0.5049,0.6753,115.53,0.0485,0.4338,0.2037,0.3867,low 2512,Rwanda,2020,rural,Infrastructure,Junior,12.73,399206,0.1197,351408,0.4004,140692,91,0.8954,0.7782,568.99,0.0781,0.95,0.6853,0.8279,high 2513,Rwanda,2018,capital,Education,Mid_Level,12.14,411518,0.0759,380302,0.7145,271720,76,0.7058,0.8918,375.96,0.0669,0.8431,0.7599,0.8937,high 2514,Mozambique,2023,capital,Administration,Senior,32.13,331315,0.1525,280802,0.2656,74594,15,0.5835,0.6614,155.94,0.0555,0.3922,0.2276,0.477,low 2515,Ghana,2019,rural,ICT,Mid_Level,30.64,752679,0.1836,614510,0.4034,247885,43,0.5738,0.6947,191.07,0.0488,0.6918,0.3628,0.6221,moderate 2516,Tanzania,2023,rural,Infrastructure,Junior,65.05,1102485,0.1498,937283,0.327,306509,23,0.5201,0.6754,266.73,0.0629,0.7465,0.3662,0.5644,moderate 2517,Ethiopia,2018,rural,Education,Junior,108.65,1463273,0.3029,1020100,0.2018,205837,19,0.5354,0.5878,100.62,0.0491,0.3792,0.2265,0.421,low 2518,Rwanda,2025,rural,Administration,Junior,14.34,404624,0.0869,369479,0.4369,161431,67,0.6776,0.9234,387.11,0.0877,0.7921,0.6571,0.7884,high 2519,Ethiopia,2023,urban,Health,Mid_Level,122.93,1520662,0.2039,1210573,0.2754,333364,10,0.5069,0.6997,96.33,0.0592,0.4107,0.2242,0.4613,low 2520,Kenya,2018,urban,Security,Junior,48.55,1460152,0.1075,1303160,0.5617,732005,38,0.6673,0.8291,374.06,0.0732,0.8627,0.6695,0.7361,high 2521,Kenya,2021,capital,Security,Mid_Level,51.68,1812608,0.0693,1686942,0.5497,927351,66,0.6928,0.8173,556.25,0.0893,0.95,0.6227,0.815,high 2522,Kenya,2025,capital,Social_Services,Junior,56.15,2223145,0.0964,2008822,0.6731,1352132,55,0.6583,0.8435,360.44,0.0867,0.8051,0.5872,0.7974,high 2523,South Africa,2019,rural,Finance,Mid_Level,59.58,2881631,0.149,2452241,0.4697,1151745,48,0.7314,0.8414,645.1,0.0719,0.8816,0.7604,0.7406,high 2524,South Africa,2025,urban,Health,Junior,62.5,3399067,0.1079,3032197,0.5839,1770418,61,0.6717,0.9137,372.27,0.0956,0.9204,0.7757,0.8281,high 2525,Senegal,2024,capital,Education,Junior,18.0,423215,0.0874,386208,0.5313,205206,40,0.6425,0.7742,309.28,0.0661,0.578,0.3668,0.6716,high 2526,Botswana,2022,capital,Infrastructure,Director,2.52,111971,0.0709,104029,0.6694,69637,83,0.7646,0.7979,1288.35,0.0788,0.8788,0.6704,0.8817,high 2527,Uganda,2022,capital,Finance,Mid_Level,46.01,355001,0.2014,283488,0.359,101783,22,0.6187,0.7572,180.86,0.0603,0.741,0.3851,0.5706,moderate 2528,Ethiopia,2018,capital,Finance,Junior,108.65,1434706,0.2315,1102633,0.3532,389487,13,0.5445,0.626,93.29,0.0614,0.3533,0.1648,0.4586,low 2529,Rwanda,2024,rural,Administration,Junior,14.0,466710,0.0967,421576,0.3808,160543,73,0.8048,0.8385,585.63,0.0753,0.95,0.5393,0.7782,high 2530,Ethiopia,2023,remote,Infrastructure,Senior,122.93,1560014,0.2961,1098037,0.164,180093,16,0.4794,0.6382,130.19,0.055,0.4469,0.2352,0.4209,low 2531,Botswana,2023,urban,Education,Junior,2.56,109678,0.0982,98903,0.6904,68281,66,0.6703,0.9212,434.92,0.0763,0.8638,0.6055,0.8481,high 2532,Tanzania,2022,rural,Agriculture,Junior,63.15,1296897,0.2006,1036716,0.3246,336554,21,0.6597,0.7833,250.11,0.0486,0.6019,0.4542,0.5566,moderate 2533,Ghana,2021,rural,Security,Senior,31.94,770435,0.1955,619783,0.3413,211537,45,0.6646,0.7101,339.78,0.0672,0.6724,0.3419,0.6069,moderate 2534,Tanzania,2018,rural,Education,Junior,56.11,1085605,0.1717,899216,0.2535,227939,25,0.6125,0.7652,183.78,0.0589,0.6226,0.3918,0.5492,moderate 2535,Tanzania,2018,urban,Security,Junior,56.11,1149150,0.166,958411,0.3836,367681,29,0.641,0.7001,233.23,0.0715,0.5774,0.412,0.5809,moderate 2536,Tanzania,2022,capital,Infrastructure,Director,63.15,1005697,0.1079,897171,0.4048,363154,31,0.6385,0.7505,734.52,0.0715,0.5907,0.4499,0.6184,moderate 2537,Mozambique,2020,capital,Education,Junior,29.66,332164,0.1777,273154,0.2904,79331,12,0.4763,0.707,144.36,0.0598,0.3549,0.1632,0.4661,low 2538,Botswana,2025,capital,Education,Mid_Level,2.64,134355,0.0664,125435,0.8,100348,60,0.7799,0.7814,609.45,0.0866,0.95,0.6506,0.8607,high 2539,Nigeria,2025,urban,Infrastructure,Junior,235.75,5159392,0.152,4375325,0.4419,1933338,32,0.6798,0.7613,267.99,0.0605,0.6722,0.3911,0.623,moderate 2540,Kenya,2024,rural,Infrastructure,Junior,55.0,1851945,0.1431,1586870,0.468,742671,45,0.77,0.812,625.66,0.0939,0.9113,0.7671,0.7334,high 2541,Botswana,2022,urban,Social_Services,Junior,2.52,103913,0.0781,95799,0.7115,68164,75,0.881,0.918,612.51,0.0858,0.95,0.5916,0.8877,high 2542,Senegal,2023,capital,Health,Junior,17.53,339628,0.1196,299016,0.4941,147757,41,0.6593,0.78,223.26,0.0708,0.5593,0.4316,0.6622,high 2543,Ethiopia,2025,rural,Social_Services,Junior,129.15,1527412,0.2512,1143703,0.2003,229069,10,0.5852,0.7089,134.46,0.0674,0.3916,0.1753,0.4253,low 2544,South Africa,2023,capital,Finance,Director,61.51,3135656,0.0974,2830131,0.6034,1707629,67,0.7024,0.8737,1149.95,0.0892,0.95,0.5813,0.8282,high 2545,Tanzania,2024,capital,Health,Junior,67.0,1142507,0.1472,974321,0.4766,464393,33,0.563,0.7821,265.64,0.0504,0.7073,0.4566,0.6486,moderate 2546,DRC,2025,remote,Health,Senior,108.36,737026,0.4521,403850,0.1059,42769,11,0.4771,0.5856,225.37,0.0713,0.4391,0.1803,0.3407,critical 2547,Senegal,2022,urban,Infrastructure,Junior,17.07,425144,0.1266,371323,0.5052,187599,23,0.5764,0.7647,273.81,0.0695,0.5851,0.3344,0.6088,moderate 2548,DRC,2025,rural,Infrastructure,Senior,108.36,698884,0.367,442384,0.1413,62511,12,0.5398,0.6644,188.17,0.0486,0.3717,0.1966,0.3801,low 2549,Kenya,2022,capital,Administration,Junior,52.76,1840767,0.0895,1676016,0.665,1114570,48,0.615,0.8002,399.52,0.0718,0.9383,0.6593,0.7937,high 2550,Rwanda,2019,rural,Health,Director,12.43,380442,0.1044,340706,0.4087,139261,75,0.7823,0.9266,932.17,0.0787,0.95,0.6616,0.8137,high 2551,Mozambique,2022,remote,Education,Junior,31.29,352831,0.2732,256422,0.1529,39213,14,0.4761,0.6311,146.21,0.0489,0.3622,0.1823,0.404,low 2552,Rwanda,2018,capital,Administration,Mid_Level,12.14,343651,0.0602,322974,0.5653,182592,68,0.7259,0.9209,416.15,0.077,0.95,0.6035,0.8398,high 2553,Nigeria,2024,rural,Health,Senior,230.0,4412182,0.1761,3635409,0.3306,1201739,34,0.5541,0.7281,463.98,0.0641,0.6566,0.4007,0.5886,moderate 2554,DRC,2022,rural,Health,Junior,98.59,596265,0.367,377460,0.1674,63172,12,0.5622,0.6328,144.1,0.07,0.4305,0.2298,0.391,low 2555,South Africa,2025,capital,Infrastructure,Mid_Level,62.5,3297804,0.1212,2898005,0.6652,1927617,47,0.6414,0.7893,471.44,0.0677,0.7974,0.6373,0.7653,high 2556,South Africa,2022,urban,Health,Executive,61.02,2867061,0.1274,2501846,0.7185,1797644,73,0.7949,0.8122,2393.44,0.0836,0.95,0.624,0.8595,high 2557,Tanzania,2025,remote,Security,Director,69.01,1224850,0.2028,976489,0.2286,223239,29,0.6144,0.7141,671.63,0.0523,0.6994,0.4651,0.5525,moderate 2558,Botswana,2019,rural,Education,Mid_Level,2.41,122592,0.098,110581,0.4378,48408,86,0.7576,0.8231,487.7,0.0642,0.8248,0.7354,0.8294,high 2559,DRC,2022,urban,Security,Junior,98.59,580628,0.3018,405413,0.2322,94116,12,0.5524,0.6948,127.26,0.0561,0.3804,0.1747,0.4223,low 2560,Ethiopia,2025,rural,Education,Junior,129.15,1739027,0.2776,1256319,0.224,281411,18,0.6423,0.6335,139.1,0.0558,0.442,0.1609,0.4369,low 2561,Nigeria,2022,urban,Administration,Junior,218.92,3836247,0.1793,3148309,0.4097,1289887,26,0.5325,0.813,269.94,0.0646,0.7276,0.455,0.6128,moderate 2562,Botswana,2021,capital,Security,Mid_Level,2.49,96686,0.0909,87894,0.7118,62561,64,0.7591,0.92,401.15,0.0758,0.9104,0.7779,0.872,high 2563,DRC,2021,urban,Administration,Mid_Level,95.53,515342,0.2193,402316,0.2238,90036,11,0.4639,0.6433,151.66,0.0659,0.3969,0.1756,0.4324,low 2564,Senegal,2020,remote,Security,Junior,16.18,381385,0.1581,321085,0.2399,77031,27,0.6802,0.7853,249.62,0.0578,0.7199,0.3513,0.5629,moderate 2565,Botswana,2018,rural,Social_Services,Junior,2.38,97219,0.128,84773,0.4458,37791,72,0.8356,0.8707,478.08,0.0901,0.95,0.7035,0.8054,high 2566,Botswana,2021,remote,Finance,Junior,2.49,101234,0.1381,87257,0.3375,29445,78,0.6936,0.834,613.46,0.0678,0.9308,0.7628,0.7893,high 2567,Ethiopia,2018,urban,Health,Mid_Level,108.65,1271523,0.26,940985,0.3024,284565,15,0.6289,0.6019,140.41,0.0655,0.4103,0.211,0.4505,low 2568,Ghana,2018,rural,Security,Senior,30.01,835010,0.1709,692347,0.4139,286556,28,0.5209,0.7245,311.22,0.0613,0.6072,0.4301,0.5932,moderate 2569,Senegal,2025,rural,Finance,Executive,18.49,439778,0.17,365014,0.3033,110716,36,0.561,0.7103,709.86,0.0649,0.5566,0.3919,0.5747,moderate 2570,DRC,2023,urban,Education,Senior,101.74,683979,0.2882,486885,0.2306,112267,10,0.4711,0.6485,225.83,0.0534,0.356,0.2224,0.4157,low 2571,Rwanda,2022,urban,Social_Services,Mid_Level,13.35,451043,0.0716,418742,0.5905,247277,55,0.6914,0.7956,359.85,0.0722,0.9074,0.5843,0.7857,high 2572,South Africa,2018,urban,Health,Junior,59.11,3565065,0.1185,3142430,0.7019,2205559,48,0.684,0.7803,473.54,0.0904,0.95,0.6549,0.7934,high 2573,Botswana,2020,rural,Security,Mid_Level,2.45,109420,0.1173,96587,0.4751,45890,68,0.6695,0.8619,498.86,0.0775,0.862,0.6817,0.7931,high 2574,Nigeria,2021,capital,Education,Junior,213.58,4116716,0.1418,3532806,0.4527,1599302,27,0.5681,0.7323,185.4,0.0719,0.6608,0.4218,0.6133,moderate 2575,South Africa,2019,remote,Agriculture,Junior,59.58,3359633,0.1839,2741839,0.3968,1087873,48,0.7612,0.9293,497.52,0.0921,0.793,0.6814,0.7101,high 2576,Ethiopia,2020,urban,Finance,Mid_Level,114.15,1417471,0.2009,1132639,0.276,312656,12,0.5698,0.5983,114.5,0.0715,0.4472,0.2014,0.4534,low 2577,South Africa,2019,urban,Infrastructure,Junior,59.58,3620974,0.1114,3217507,0.6241,2007904,60,0.8244,0.9009,411.67,0.0869,0.95,0.7057,0.8289,high 2578,South Africa,2019,urban,Social_Services,Junior,59.58,3194162,0.1278,2785890,0.6696,1865524,45,0.6346,0.8589,412.63,0.0747,0.8868,0.5235,0.7678,high 2579,Ghana,2022,remote,Finance,Junior,32.62,754972,0.2113,595465,0.2694,160416,45,0.7084,0.7348,232.86,0.0611,0.6019,0.3877,0.5862,moderate 2580,Ethiopia,2020,rural,Infrastructure,Senior,114.15,1267546,0.3416,834557,0.2102,175424,17,0.587,0.6928,197.62,0.0483,0.3772,0.2351,0.4248,low 2581,Kenya,2021,rural,Social_Services,Junior,51.68,2002744,0.1198,1762769,0.3568,628894,58,0.8023,0.8418,402.02,0.0837,0.95,0.6903,0.7445,high 2582,Rwanda,2020,urban,Infrastructure,Junior,12.73,421658,0.0636,394851,0.5982,236190,91,0.8716,0.8944,421.87,0.0783,0.95,0.751,0.9154,high 2583,Botswana,2023,capital,Health,Senior,2.56,117139,0.0685,109116,0.7456,81354,52,0.6241,0.9214,770.08,0.072,0.95,0.7797,0.8605,high 2584,Ghana,2025,rural,ICT,Junior,34.71,966184,0.1585,813036,0.3129,254415,26,0.5474,0.7919,309.5,0.0511,0.7173,0.4409,0.5882,moderate 2585,Kenya,2018,rural,Health,Junior,48.55,1715081,0.1466,1463604,0.3667,536773,47,0.7039,0.8908,624.62,0.079,0.95,0.6804,0.7192,high 2586,Rwanda,2019,urban,Education,Mid_Level,12.43,348922,0.0684,325045,0.6808,221305,93,0.8594,0.8951,644.62,0.0668,0.939,0.5859,0.9224,high 2587,Rwanda,2024,capital,Justice,Junior,14.0,414458,0.0756,383110,0.5702,218441,94,0.8017,0.8501,570.37,0.068,0.9397,0.654,0.8955,high 2588,Uganda,2022,rural,Finance,Junior,46.01,333157,0.2963,234456,0.2523,59154,19,0.4987,0.7877,254.16,0.0526,0.7267,0.4694,0.5243,moderate 2589,Mozambique,2025,rural,Education,Junior,33.89,326428,0.2809,234747,0.1718,40339,17,0.5805,0.6801,90.58,0.0688,0.3849,0.2066,0.4264,low 2590,Nigeria,2025,capital,Administration,Senior,235.75,5413801,0.134,4688295,0.4156,1948499,21,0.6353,0.6955,331.35,0.0717,0.6387,0.357,0.5768,moderate 2591,Ethiopia,2024,urban,Infrastructure,Junior,126.0,1494233,0.186,1216335,0.3094,376372,13,0.522,0.7142,143.74,0.0613,0.442,0.1769,0.4824,low 2592,Ghana,2022,remote,Agriculture,Junior,32.62,891630,0.1797,731439,0.2445,178835,42,0.5817,0.6826,231.86,0.0575,0.6441,0.4385,0.5819,moderate 2593,Rwanda,2022,rural,Health,Junior,13.35,456588,0.0979,411893,0.4004,164936,97,0.8644,0.8464,417.14,0.085,0.8301,0.6786,0.846,high 2594,Mozambique,2024,rural,Health,Junior,33.0,363892,0.3123,250249,0.1667,41726,16,0.5901,0.6936,149.45,0.0648,0.3488,0.2215,0.4147,low 2595,Ghana,2024,urban,Infrastructure,Junior,34.0,800152,0.1446,684419,0.4388,300299,43,0.5909,0.7189,262.36,0.0481,0.6842,0.3706,0.6443,moderate 2596,Ghana,2023,remote,Finance,Junior,33.3,919654,0.1911,743940,0.2442,181686,46,0.6291,0.7658,213.1,0.0651,0.679,0.4015,0.6012,moderate 2597,Mozambique,2022,urban,Health,Senior,31.29,349417,0.224,271145,0.2735,74146,17,0.5823,0.6749,128.83,0.0582,0.3578,0.1892,0.4608,low 2598,Kenya,2023,urban,Security,Executive,53.87,2124881,0.1069,1897756,0.6326,1200469,49,0.7444,0.8784,2579.47,0.0824,0.8908,0.7377,0.7985,high 2599,Botswana,2023,capital,Agriculture,Mid_Level,2.56,119822,0.0922,108768,0.7717,83938,82,0.7928,0.7748,462.57,0.081,0.95,0.6843,0.9045,high 2600,Senegal,2021,urban,ICT,Junior,16.62,333283,0.1191,293594,0.4852,142466,30,0.533,0.7533,196.65,0.0493,0.6197,0.3417,0.6257,moderate 2601,Ghana,2021,rural,Health,Mid_Level,31.94,797899,0.1345,690566,0.39,269332,28,0.6913,0.7709,218.17,0.0702,0.6306,0.3616,0.5987,moderate 2602,Kenya,2021,urban,Security,Mid_Level,51.68,2037206,0.1117,1809561,0.52,941000,65,0.6703,0.9277,427.8,0.0725,0.8886,0.5673,0.7993,high 2603,South Africa,2024,capital,Finance,Director,62.0,3419466,0.111,3040038,0.8,2432030,42,0.6319,0.7863,1013.43,0.0709,0.9446,0.5907,0.7987,high 2604,Kenya,2023,rural,Finance,Mid_Level,53.87,1677309,0.1387,1444610,0.4059,586375,63,0.7579,0.8834,457.57,0.0759,0.8927,0.6854,0.7646,high 2605,Senegal,2022,rural,Health,Director,17.07,423438,0.1357,365968,0.2929,107207,34,0.5528,0.7095,627.84,0.0627,0.5904,0.4692,0.5867,moderate 2606,Senegal,2019,capital,Health,Director,15.76,385997,0.082,354355,0.5331,188920,24,0.5201,0.6864,748.61,0.0583,0.6611,0.3249,0.6244,moderate 2607,South Africa,2025,remote,Education,Mid_Level,62.5,3489962,0.2367,2663856,0.3493,930459,50,0.6707,0.8737,491.75,0.0665,0.95,0.7447,0.7037,high 2608,Uganda,2021,urban,Infrastructure,Mid_Level,44.58,314136,0.184,256340,0.3519,90208,29,0.5326,0.7218,249.4,0.0683,0.6424,0.3666,0.5737,moderate 2609,Kenya,2022,capital,Infrastructure,Mid_Level,52.76,1863680,0.0877,1700265,0.5376,914143,57,0.8306,0.8486,590.81,0.0816,0.95,0.6006,0.7873,high 2610,Uganda,2025,capital,Health,Junior,50.57,409543,0.176,337467,0.4075,137515,18,0.598,0.6998,288.25,0.0546,0.6348,0.3788,0.5592,moderate 2611,Mozambique,2020,rural,ICT,Mid_Level,29.66,287834,0.2466,216848,0.1942,42109,17,0.6145,0.6639,113.66,0.0709,0.3328,0.2152,0.4338,low 2612,Nigeria,2021,capital,Health,Mid_Level,213.58,3820190,0.1599,3209187,0.4415,1416709,27,0.6372,0.708,176.06,0.0587,0.6554,0.3913,0.5988,moderate 2613,DRC,2021,rural,Social_Services,Junior,95.53,623077,0.2772,450344,0.1551,69837,11,0.5384,0.5969,94.0,0.055,0.3635,0.1908,0.3919,low 2614,South Africa,2021,capital,Agriculture,Junior,60.54,2785005,0.0955,2519060,0.7147,1800289,63,0.8196,0.8067,518.66,0.0792,0.95,0.7098,0.8493,high 2615,Rwanda,2019,remote,Education,Director,12.43,348998,0.1244,305570,0.3326,101620,55,0.7666,0.7828,998.12,0.0733,0.95,0.773,0.7293,high 2616,Mozambique,2021,rural,Education,Junior,30.47,348924,0.3001,244223,0.1983,48425,15,0.6042,0.7107,155.13,0.0624,0.3503,0.2371,0.4274,low 2617,Senegal,2022,capital,Health,Mid_Level,17.07,413217,0.1186,364208,0.5658,206053,34,0.7279,0.6974,189.2,0.0487,0.7035,0.4667,0.6684,high 2618,Mozambique,2024,remote,Infrastructure,Senior,33.0,313834,0.3718,197141,0.1511,29779,17,0.4903,0.6196,221.6,0.0621,0.3789,0.2358,0.3917,low 2619,Tanzania,2020,urban,Justice,Junior,59.53,1054231,0.1509,895112,0.392,350889,24,0.5094,0.8041,254.01,0.0684,0.673,0.3521,0.5934,moderate 2620,DRC,2020,urban,Security,Mid_Level,92.57,578165,0.2775,417718,0.1999,83521,14,0.5482,0.6709,99.71,0.0536,0.4175,0.188,0.4268,low 2621,Kenya,2025,rural,Security,Junior,56.15,2202850,0.1484,1875925,0.3858,723714,52,0.7944,0.7822,439.27,0.0945,0.9059,0.7674,0.724,high 2622,Mozambique,2021,rural,Finance,Mid_Level,30.47,342827,0.2897,243500,0.2122,51678,16,0.6476,0.677,93.45,0.0579,0.3606,0.1788,0.4261,low 2623,Ethiopia,2025,remote,Health,Junior,129.15,1446511,0.4186,840976,0.1612,135565,15,0.5765,0.7086,103.86,0.051,0.4026,0.2375,0.3934,low 2624,South Africa,2023,rural,Administration,Junior,61.51,3441431,0.1827,2812598,0.412,1158869,65,0.708,0.9047,416.96,0.0759,0.95,0.6645,0.767,high 2625,Botswana,2018,capital,Administration,Executive,2.38,113228,0.063,106091,0.8,84872,73,0.771,0.8038,1598.84,0.0667,0.948,0.6077,0.8929,high 2626,DRC,2022,rural,Agriculture,Mid_Level,98.59,594921,0.2896,422603,0.1339,56572,12,0.5354,0.6383,114.96,0.0507,0.3525,0.213,0.3933,low 2627,Rwanda,2022,urban,Health,Senior,13.35,385239,0.079,354797,0.5944,210895,73,0.8582,0.7838,558.66,0.0672,0.95,0.7611,0.85,high 2628,Kenya,2023,urban,Health,Senior,53.87,1709748,0.0859,1562857,0.6305,985349,44,0.7459,0.8986,901.78,0.0856,0.8696,0.6898,0.7869,high 2629,Uganda,2024,rural,Social_Services,Executive,49.0,414361,0.2952,292060,0.2422,70736,28,0.6873,0.6812,1054.27,0.0601,0.7115,0.3402,0.5141,moderate 2630,Tanzania,2022,urban,Education,Executive,63.15,1150257,0.1338,996363,0.4432,441599,21,0.5468,0.7168,1260.22,0.0691,0.6708,0.3711,0.5916,moderate 2631,Rwanda,2021,urban,Infrastructure,Junior,13.04,347794,0.0879,317213,0.626,198568,59,0.8442,0.8349,569.89,0.0697,0.95,0.5406,0.8063,high 2632,Kenya,2025,rural,Education,Junior,56.15,2164188,0.1028,1941683,0.3679,714271,57,0.6357,0.857,522.22,0.0646,0.8765,0.5274,0.7277,high 2633,Mozambique,2025,urban,Security,Mid_Level,33.89,366588,0.1883,297551,0.233,69338,18,0.6053,0.6832,87.52,0.0661,0.3447,0.202,0.4633,low 2634,Tanzania,2022,capital,ICT,Mid_Level,63.15,1042609,0.1011,937234,0.4728,443160,32,0.5509,0.7136,271.36,0.0581,0.6193,0.3879,0.6307,moderate 2635,Kenya,2022,capital,Education,Junior,52.76,1572987,0.1,1415741,0.5407,765434,38,0.7283,0.9309,603.36,0.0685,0.9481,0.7012,0.7597,high 2636,Rwanda,2024,capital,Education,Junior,14.0,439469,0.063,411784,0.6569,270514,80,0.91,0.9216,558.03,0.069,0.95,0.5732,0.889,high 2637,Mozambique,2018,urban,Security,Junior,28.12,264320,0.1677,219984,0.2665,58631,20,0.5834,0.6428,145.03,0.0581,0.3832,0.2062,0.4801,low 2638,South Africa,2023,rural,Health,Senior,61.51,3212314,0.1855,2616394,0.4731,1237822,59,0.6687,0.8448,746.82,0.0926,0.95,0.6465,0.7558,high 2639,Uganda,2024,remote,Administration,Junior,49.0,358158,0.3709,225304,0.2,45052,22,0.5724,0.6877,205.61,0.055,0.66,0.4027,0.4717,low 2640,South Africa,2022,capital,Health,Mid_Level,61.02,2936660,0.1231,2575245,0.6875,1770352,54,0.7255,0.8719,374.59,0.0877,0.8111,0.6206,0.8,high 2641,Botswana,2020,urban,Security,Senior,2.45,111133,0.076,102682,0.7268,74624,66,0.7844,0.8404,712.33,0.0864,0.9166,0.7456,0.87,high 2642,DRC,2023,rural,Education,Junior,101.74,556512,0.3066,385883,0.1381,53301,13,0.5232,0.5889,115.46,0.0668,0.3713,0.2322,0.3891,low 2643,Tanzania,2024,remote,Security,Senior,67.0,1165831,0.2489,875709,0.2003,175413,22,0.6663,0.7573,278.63,0.0527,0.6425,0.4553,0.5162,moderate 2644,Ethiopia,2025,capital,Health,Junior,129.15,1629488,0.1986,1305914,0.3343,436523,15,0.4921,0.6185,107.87,0.065,0.4013,0.2357,0.4779,low 2645,Uganda,2019,remote,Education,Junior,41.86,288120,0.2894,204748,0.1774,36329,18,0.5844,0.7921,286.74,0.0679,0.6951,0.4762,0.503,moderate 2646,DRC,2018,remote,Finance,Mid_Level,86.92,533611,0.3374,353553,0.1058,37415,11,0.588,0.6981,94.64,0.0543,0.4026,0.1889,0.3835,low 2647,Ghana,2020,urban,Security,Junior,31.29,679393,0.101,610791,0.5045,308146,31,0.6355,0.8071,219.05,0.0524,0.5528,0.477,0.6524,high 2648,Senegal,2022,rural,Social_Services,Executive,17.07,415959,0.1387,358246,0.3392,121526,42,0.6947,0.7904,1244.0,0.0627,0.6875,0.4141,0.6338,moderate 2649,Tanzania,2020,capital,Security,Executive,59.53,1205284,0.1089,1074026,0.4817,517374,19,0.5915,0.8146,1275.6,0.0625,0.6755,0.3824,0.6187,moderate 2650,South Africa,2023,capital,Health,Senior,61.51,2829965,0.1134,2509018,0.6887,1728004,43,0.6034,0.7821,621.48,0.0843,0.9293,0.6326,0.7748,high 2651,Ghana,2024,rural,Security,Mid_Level,34.0,900008,0.1496,765342,0.3378,258511,32,0.6734,0.7398,318.93,0.049,0.6272,0.3448,0.5852,moderate 2652,Kenya,2024,urban,Security,Mid_Level,55.0,1681910,0.1052,1504930,0.6273,943969,55,0.6727,0.8881,560.2,0.0932,0.8055,0.7565,0.8074,high 2653,South Africa,2025,capital,Security,Junior,62.5,3049056,0.1124,2706269,0.6072,1643346,45,0.7127,0.9268,360.21,0.0647,0.7939,0.5204,0.7567,high 2654,Kenya,2025,urban,Security,Junior,56.15,2258614,0.0937,2046888,0.6474,1325110,57,0.8258,0.8492,613.66,0.0747,0.95,0.6805,0.8213,high 2655,Kenya,2021,urban,Health,Director,51.68,1783800,0.0813,1638731,0.6071,994812,59,0.6356,0.8216,1313.2,0.0903,0.8583,0.5979,0.7978,high 2656,South Africa,2023,capital,Administration,Senior,61.51,3644319,0.1002,3279247,0.6316,2071185,63,0.6821,0.8102,705.26,0.0788,0.8615,0.594,0.8074,high 2657,Nigeria,2019,rural,Education,Mid_Level,203.29,4361980,0.228,3367469,0.3508,1181278,38,0.5829,0.7231,293.15,0.0668,0.5663,0.4739,0.5882,moderate 2658,Ethiopia,2024,remote,Education,Mid_Level,126.0,1485029,0.347,969777,0.1432,138911,11,0.6045,0.654,127.26,0.0543,0.4409,0.2349,0.3922,low 2659,South Africa,2023,urban,Education,Mid_Level,61.51,3585468,0.1421,3076119,0.5601,1723054,54,0.6926,0.8277,550.33,0.0815,0.95,0.5779,0.7665,high 2660,Nigeria,2021,urban,Social_Services,Senior,213.58,4732081,0.1587,3981073,0.3957,1575485,34,0.7228,0.7178,307.14,0.0485,0.6825,0.4072,0.6109,moderate 2661,Ethiopia,2019,capital,Security,Junior,111.37,1229435,0.2043,978265,0.2701,264258,10,0.5013,0.6226,91.51,0.0508,0.3511,0.218,0.4418,low 2662,DRC,2024,capital,Security,Junior,105.0,701831,0.2033,559151,0.208,116308,11,0.4876,0.6108,108.41,0.0639,0.3452,0.1827,0.4231,low 2663,Senegal,2024,urban,Health,Mid_Level,18.0,340557,0.1272,297242,0.4195,124692,25,0.6555,0.8014,285.21,0.0536,0.6553,0.4751,0.6188,moderate 2664,Botswana,2021,remote,Security,Senior,2.49,101563,0.1721,84084,0.4141,34818,79,0.924,0.8991,784.54,0.0848,0.95,0.7148,0.8093,high 2665,Ethiopia,2022,rural,Administration,Junior,119.93,1533243,0.3017,1070630,0.2291,245291,12,0.5522,0.6016,131.47,0.0663,0.4045,0.2044,0.413,low 2666,Senegal,2020,rural,Administration,Mid_Level,16.18,305025,0.1517,258744,0.3564,92217,33,0.6493,0.8117,306.09,0.05,0.6521,0.4196,0.6126,moderate 2667,Uganda,2024,urban,Health,Mid_Level,49.0,388191,0.1707,321933,0.405,130384,20,0.5026,0.6838,205.16,0.0508,0.6295,0.3329,0.5574,moderate 2668,Nigeria,2022,urban,Agriculture,Executive,218.92,5024460,0.1523,4259371,0.4119,1754391,33,0.6069,0.7917,1060.99,0.0528,0.6334,0.4582,0.6253,moderate 2669,Ethiopia,2022,rural,Security,Mid_Level,119.93,1350848,0.3053,938394,0.1839,172528,15,0.4933,0.7022,137.56,0.0523,0.4233,0.2181,0.4266,low 2670,Ghana,2023,urban,Infrastructure,Mid_Level,33.3,801791,0.129,698324,0.4621,322670,45,0.7739,0.724,226.36,0.0532,0.7211,0.3461,0.6611,high 2671,DRC,2024,remote,Education,Senior,105.0,621111,0.3945,376057,0.1308,49191,11,0.4714,0.6675,197.06,0.0632,0.3737,0.2143,0.3705,low 2672,Kenya,2020,urban,Education,Mid_Level,50.61,1936455,0.0793,1782910,0.4908,875115,60,0.7007,0.8201,519.42,0.0796,0.8067,0.7177,0.7783,high 2673,Kenya,2019,rural,Justice,Junior,49.57,1869411,0.1341,1618701,0.4761,770713,59,0.7118,0.8704,548.56,0.0879,0.9014,0.7352,0.7772,high 2674,Ethiopia,2020,remote,Education,Junior,114.15,1246571,0.4303,710129,0.1696,120419,14,0.6236,0.6171,100.82,0.0511,0.3833,0.2011,0.3708,low 2675,Nigeria,2019,capital,Education,Junior,203.29,4156310,0.1414,3568762,0.4206,1501066,21,0.6094,0.7909,248.24,0.0618,0.74,0.4428,0.6092,moderate 2676,DRC,2020,remote,Infrastructure,Mid_Level,92.57,587391,0.4082,347645,0.1304,45320,9,0.5234,0.5934,134.79,0.0545,0.3813,0.2309,0.3533,low 2677,Uganda,2019,capital,Agriculture,Junior,41.86,290168,0.1543,245392,0.3595,88212,19,0.6261,0.7207,248.44,0.0544,0.7379,0.4439,0.5751,moderate 2678,Senegal,2021,rural,Education,Junior,16.62,357961,0.1551,302439,0.3178,96102,31,0.6641,0.8093,309.12,0.0618,0.6753,0.4052,0.5976,moderate 2679,Nigeria,2020,rural,Health,Senior,208.37,3896976,0.1864,3170653,0.2908,922171,35,0.5956,0.7664,339.71,0.0638,0.6679,0.4796,0.5933,moderate 2680,Mozambique,2020,urban,Education,Mid_Level,29.66,326664,0.1783,268421,0.293,78655,12,0.5982,0.6749,149.18,0.0605,0.4112,0.164,0.4674,low 2681,Rwanda,2021,rural,Health,Senior,13.04,368656,0.0949,333680,0.4561,152195,56,0.7511,0.9203,567.19,0.0721,0.7772,0.6547,0.7616,high 2682,Ghana,2023,remote,Education,Junior,33.3,714903,0.1953,575282,0.274,157628,46,0.6258,0.7922,247.14,0.0688,0.7208,0.4572,0.6213,moderate 2683,Ethiopia,2021,urban,Education,Junior,117.0,1452999,0.2612,1073412,0.2951,316754,14,0.513,0.6698,99.19,0.0502,0.3424,0.228,0.451,low 2684,Mozambique,2021,remote,Infrastructure,Mid_Level,30.47,334532,0.3863,205291,0.1262,25904,14,0.4976,0.6429,95.16,0.0636,0.374,0.2371,0.3775,low 2685,Nigeria,2024,rural,Security,Junior,230.0,4025486,0.2043,3203089,0.3508,1123694,22,0.5739,0.7941,222.97,0.0703,0.7348,0.3291,0.5671,moderate 2686,Kenya,2022,capital,Finance,Senior,52.76,1610277,0.0987,1451350,0.7166,1039983,57,0.6966,0.8077,719.67,0.0698,0.779,0.5363,0.7996,high 2687,Tanzania,2023,capital,Education,Mid_Level,65.05,1056635,0.1149,935191,0.3754,351070,20,0.5323,0.6939,245.81,0.051,0.612,0.4358,0.574,moderate 2688,Rwanda,2023,urban,Administration,Senior,13.67,423343,0.0737,392147,0.5213,204436,71,0.7946,0.9335,953.22,0.0676,0.95,0.7162,0.8461,high 2689,Tanzania,2023,remote,Education,Junior,65.05,1301173,0.1944,1048213,0.2321,243294,32,0.7005,0.7079,276.89,0.0501,0.7204,0.3971,0.5574,moderate 2690,Ghana,2022,remote,Infrastructure,Mid_Level,32.62,806748,0.2185,630507,0.2908,183350,44,0.5806,0.7272,239.88,0.0504,0.6991,0.4037,0.5974,moderate 2691,Ethiopia,2018,rural,Education,Mid_Level,108.65,1178509,0.2353,901156,0.1822,164206,14,0.5974,0.6635,85.08,0.0622,0.3879,0.2237,0.4324,low 2692,Rwanda,2020,rural,Security,Mid_Level,12.73,371164,0.0812,341041,0.3959,135007,90,0.8901,0.8633,507.71,0.0665,0.8684,0.681,0.8381,high 2693,Ethiopia,2019,remote,Health,Mid_Level,111.37,1256702,0.421,727680,0.1713,124648,13,0.5457,0.7097,127.77,0.0481,0.4224,0.1889,0.3877,low 2694,Mozambique,2020,remote,ICT,Junior,29.66,286884,0.3064,198984,0.1572,31271,21,0.6543,0.5905,87.61,0.0612,0.351,0.169,0.4058,low 2695,Tanzania,2020,rural,Security,Senior,59.53,930960,0.2045,740584,0.2904,215051,23,0.6116,0.7949,285.87,0.0674,0.6635,0.4192,0.5565,moderate 2696,South Africa,2025,rural,Agriculture,Junior,62.5,3322533,0.1811,2720867,0.5376,1462692,69,0.8435,0.8839,580.09,0.0718,0.8892,0.6646,0.7996,high 2697,Kenya,2022,urban,ICT,Senior,52.76,2028243,0.107,1811245,0.6223,1127202,58,0.6785,0.9105,650.88,0.0872,0.8038,0.6623,0.807,high 2698,Mozambique,2020,rural,Social_Services,Junior,29.66,262319,0.3146,179806,0.1726,31026,20,0.6344,0.6813,86.31,0.0657,0.444,0.1895,0.43,low 2699,Ethiopia,2023,urban,ICT,Junior,122.93,1389077,0.1912,1123472,0.3251,365189,15,0.5175,0.6025,146.99,0.0495,0.4068,0.2088,0.4729,low 2700,Uganda,2024,rural,Social_Services,Junior,49.0,383802,0.2098,303295,0.2526,76614,23,0.6087,0.8137,313.26,0.0554,0.6888,0.434,0.5526,moderate 2701,Ghana,2025,capital,Agriculture,Junior,34.71,828101,0.1173,730994,0.5099,372725,27,0.6587,0.688,224.23,0.0623,0.6741,0.4266,0.6289,moderate 2702,Mozambique,2025,urban,Health,Junior,33.89,339952,0.1922,274604,0.2893,79444,18,0.5638,0.6971,141.32,0.0651,0.3932,0.1788,0.481,low 2703,Kenya,2022,capital,Infrastructure,Senior,52.76,1854944,0.0695,1726023,0.5363,925601,63,0.6898,0.8544,874.56,0.0721,0.95,0.5396,0.8013,high 2704,DRC,2023,capital,Education,Junior,101.74,682148,0.2271,527239,0.2581,136071,12,0.5985,0.6567,116.39,0.0638,0.365,0.2335,0.4461,low 2705,Uganda,2025,capital,Administration,Junior,50.57,426543,0.1897,345622,0.3597,124328,17,0.6117,0.7414,248.0,0.0663,0.602,0.3355,0.54,moderate 2706,Botswana,2025,rural,Security,Junior,2.64,136415,0.1045,122153,0.451,55090,60,0.793,0.8053,443.83,0.0809,0.95,0.5588,0.7583,high 2707,Kenya,2023,urban,Education,Junior,53.87,2153489,0.1018,1934263,0.5033,973591,48,0.6048,0.8571,560.04,0.0658,0.95,0.6173,0.7557,high 2708,Kenya,2019,capital,Health,Senior,49.57,1724626,0.094,1562463,0.5729,895149,46,0.6661,0.8423,568.96,0.0654,0.95,0.6933,0.7754,high 2709,South Africa,2018,rural,Education,Senior,59.11,3555310,0.1294,3095336,0.5332,1650391,47,0.6461,0.8716,847.17,0.0694,0.8109,0.5945,0.7397,high 2710,Senegal,2020,urban,Health,Executive,16.18,387801,0.1352,335380,0.4032,135221,24,0.6024,0.7672,1081.09,0.0502,0.717,0.3984,0.6036,moderate 2711,Uganda,2020,urban,Health,Junior,43.2,397277,0.193,320613,0.3123,100126,19,0.5215,0.8137,295.93,0.0611,0.7381,0.3797,0.5612,moderate 2712,Uganda,2024,urban,Social_Services,Director,49.0,387644,0.1647,323815,0.3245,105080,19,0.5281,0.7332,627.51,0.0501,0.7299,0.3204,0.5525,moderate 2713,Ethiopia,2019,capital,ICT,Junior,111.37,1214519,0.1661,1012782,0.2999,303703,19,0.5844,0.631,110.25,0.0508,0.392,0.1939,0.4842,low 2714,Rwanda,2023,capital,Health,Mid_Level,13.67,439934,0.0671,410399,0.7122,292289,90,0.95,0.8293,621.3,0.0867,0.9441,0.664,0.9215,high 2715,Tanzania,2018,rural,Justice,Executive,56.11,989739,0.221,770974,0.2625,202354,34,0.6531,0.7744,1044.21,0.0716,0.5611,0.3857,0.5562,moderate 2716,Botswana,2025,capital,Agriculture,Mid_Level,2.64,129707,0.0915,117836,0.6946,81851,75,0.8114,0.8777,410.11,0.0727,0.9236,0.5208,0.8644,high 2717,DRC,2023,capital,Administration,Senior,101.74,633055,0.259,469069,0.2682,125806,13,0.573,0.6434,213.86,0.0649,0.3868,0.2,0.44,low 2718,Nigeria,2019,rural,Administration,Junior,203.29,3592355,0.2513,2689726,0.2819,758155,34,0.6323,0.7532,191.26,0.0513,0.6652,0.3804,0.5602,moderate 2719,Botswana,2024,remote,Social_Services,Junior,2.6,116374,0.1268,101616,0.3964,40278,65,0.8415,0.8758,401.16,0.0772,0.95,0.7431,0.7806,high 2720,Kenya,2020,rural,Health,Director,50.61,1811393,0.1395,1558635,0.4031,628327,66,0.8144,0.7911,1287.64,0.0727,0.95,0.7235,0.7669,high 2721,Kenya,2021,urban,Social_Services,Senior,51.68,1811486,0.1027,1625424,0.5352,869913,47,0.7797,0.8902,557.45,0.0786,0.8815,0.5801,0.7553,high 2722,Rwanda,2025,capital,Education,Senior,14.34,382634,0.0639,358194,0.6816,244136,67,0.747,0.8585,953.71,0.0919,0.8041,0.6681,0.8479,high 2723,Rwanda,2023,urban,Education,Mid_Level,13.67,399694,0.0878,364581,0.54,196866,54,0.8018,0.9173,475.03,0.0881,0.95,0.5863,0.7893,high 2724,Rwanda,2023,rural,Education,Director,13.67,467637,0.1003,420749,0.3812,160405,93,0.878,0.7886,1424.07,0.086,0.8117,0.5915,0.8113,high 2725,Uganda,2024,remote,Finance,Junior,49.0,374592,0.316,256235,0.1833,46974,24,0.508,0.7975,301.7,0.0668,0.6117,0.4212,0.4997,low 2726,Rwanda,2020,urban,Security,Senior,12.73,419918,0.0675,391586,0.6291,246336,64,0.7851,0.8274,880.48,0.094,0.8527,0.7459,0.8344,high 2727,Rwanda,2023,urban,Infrastructure,Junior,13.67,373646,0.063,350105,0.6389,223674,62,0.747,0.9163,551.33,0.0694,0.95,0.5759,0.839,high 2728,Ghana,2024,capital,Health,Director,34.0,793972,0.0963,717474,0.4993,358236,34,0.7004,0.6979,443.41,0.0688,0.6109,0.3323,0.6347,moderate 2729,Tanzania,2018,remote,Infrastructure,Mid_Level,56.11,1045171,0.2331,801593,0.236,189209,33,0.6587,0.8016,176.44,0.0595,0.6703,0.3522,0.5557,moderate 2730,Botswana,2019,capital,Education,Senior,2.41,93216,0.0816,85608,0.6518,55798,71,0.7257,0.7917,734.62,0.0714,0.8768,0.6846,0.8449,high 2731,Nigeria,2025,rural,Infrastructure,Mid_Level,235.75,4675525,0.2153,3668996,0.3186,1168826,29,0.6693,0.7336,191.28,0.0634,0.7077,0.4448,0.5736,moderate 2732,Ghana,2020,rural,ICT,Junior,31.29,787536,0.1549,665529,0.3958,263417,33,0.6763,0.6991,185.05,0.0505,0.6033,0.4559,0.6035,moderate 2733,Tanzania,2019,capital,Social_Services,Junior,57.79,1067999,0.1027,958326,0.4902,469750,27,0.5331,0.7701,229.83,0.0565,0.6321,0.4013,0.6332,moderate 2734,Senegal,2022,capital,Justice,Junior,17.07,397885,0.088,362858,0.4912,178249,34,0.6641,0.7937,252.43,0.0691,0.7387,0.4762,0.6763,high 2735,Nigeria,2020,capital,Security,Junior,208.37,4502037,0.1123,3996548,0.5069,2025916,22,0.6549,0.7727,199.26,0.0602,0.651,0.4606,0.6307,moderate 2736,Uganda,2022,rural,Education,Mid_Level,46.01,318410,0.2992,223151,0.2683,59868,27,0.6593,0.7077,218.36,0.0547,0.5965,0.3225,0.5078,moderate 2737,DRC,2024,rural,Agriculture,Mid_Level,105.0,559004,0.3274,375979,0.1463,55021,14,0.5896,0.6061,134.54,0.0612,0.3411,0.1656,0.3813,low 2738,Ghana,2019,rural,Social_Services,Mid_Level,30.64,654783,0.1557,552826,0.3532,195246,32,0.6433,0.6843,178.0,0.0621,0.6041,0.4298,0.5854,moderate 2739,South Africa,2024,urban,ICT,Mid_Level,62.0,3554877,0.1265,3105356,0.7025,2181405,56,0.7097,0.822,522.94,0.076,0.95,0.6768,0.82,high 2740,Ghana,2020,urban,Justice,Senior,31.29,814368,0.1009,732184,0.5558,406982,46,0.7603,0.7757,268.6,0.0708,0.5657,0.3439,0.686,high 2741,Uganda,2023,urban,Justice,Mid_Level,47.48,323345,0.1998,258741,0.3959,102440,27,0.5455,0.7271,192.93,0.066,0.6749,0.3975,0.5828,moderate 2742,Tanzania,2020,rural,Social_Services,Mid_Level,59.53,950783,0.1822,777512,0.3258,253313,28,0.6586,0.7192,226.47,0.0508,0.6193,0.3471,0.5604,moderate 2743,Mozambique,2022,urban,Social_Services,Junior,31.29,285875,0.1681,237827,0.2383,56672,20,0.602,0.6656,145.79,0.0541,0.3866,0.1735,0.4734,low 2744,Uganda,2019,urban,Security,Senior,41.86,315510,0.1813,258317,0.3991,103088,26,0.6385,0.7361,339.24,0.0654,0.5707,0.407,0.5776,moderate 2745,Uganda,2018,rural,Agriculture,Junior,40.56,316693,0.221,246704,0.2833,69879,28,0.578,0.6794,309.65,0.0683,0.7079,0.377,0.546,moderate 2746,Rwanda,2018,remote,Infrastructure,Junior,12.14,394587,0.1346,341474,0.2826,96491,95,0.8948,0.797,354.79,0.0817,0.9357,0.5459,0.7922,high 2747,Nigeria,2022,urban,Finance,Executive,218.92,4110241,0.1817,3363401,0.409,1375596,24,0.5338,0.8161,713.98,0.0533,0.6189,0.4251,0.5936,moderate 2748,DRC,2021,capital,Infrastructure,Senior,95.53,639667,0.268,468206,0.2229,104379,9,0.4668,0.6977,206.81,0.0631,0.3896,0.1966,0.4245,low 2749,Ghana,2021,urban,Finance,Junior,31.94,707045,0.1114,628245,0.5712,358863,48,0.7442,0.8006,190.53,0.051,0.5706,0.3301,0.6951,high 2750,Tanzania,2023,capital,Administration,Mid_Level,65.05,1055265,0.1388,908744,0.4792,435485,28,0.5369,0.7351,257.28,0.0659,0.6107,0.4597,0.6224,moderate 2751,Tanzania,2020,remote,Health,Senior,59.53,953289,0.255,710237,0.2421,171975,23,0.5212,0.825,480.99,0.0662,0.6279,0.3415,0.525,moderate 2752,Tanzania,2021,rural,Health,Junior,61.31,1237436,0.1996,990464,0.3081,305195,34,0.64,0.7227,311.41,0.0717,0.5565,0.3729,0.5635,moderate 2753,Ethiopia,2020,capital,Education,Junior,114.15,1450512,0.1652,1210914,0.3483,421739,15,0.5358,0.6902,130.85,0.0661,0.4342,0.2246,0.5027,moderate 2754,Botswana,2024,rural,Education,Mid_Level,2.6,119306,0.1394,102674,0.4993,51269,56,0.7148,0.8355,490.55,0.0826,0.95,0.5931,0.7596,high 2755,Senegal,2025,rural,Education,Junior,18.49,456632,0.1694,379267,0.2972,112715,34,0.5935,0.7695,201.04,0.0564,0.6283,0.406,0.5858,moderate 2756,South Africa,2019,rural,Social_Services,Mid_Level,59.58,3539494,0.1781,2908950,0.404,1175156,45,0.7126,0.8877,640.37,0.0641,0.8382,0.7363,0.7096,high 2757,Tanzania,2025,urban,Infrastructure,Senior,69.01,1227262,0.1545,1037607,0.4543,471386,23,0.5519,0.8158,357.97,0.0484,0.6505,0.4187,0.6117,moderate 2758,Uganda,2019,rural,Education,Junior,41.86,309699,0.2554,230596,0.2878,66354,22,0.6496,0.6846,230.89,0.0584,0.7088,0.4177,0.5284,moderate 2759,DRC,2024,urban,Administration,Senior,105.0,708526,0.2281,546918,0.1827,99948,12,0.5468,0.6863,136.53,0.0623,0.3548,0.2012,0.4272,low 2760,Rwanda,2019,remote,Education,Mid_Level,12.43,317707,0.1087,283177,0.3275,92750,54,0.7252,0.7963,567.96,0.0918,0.95,0.5365,0.7078,high 2761,DRC,2021,capital,Finance,Senior,95.53,494292,0.2017,394569,0.2569,101374,11,0.5008,0.7084,142.82,0.0669,0.3523,0.237,0.4565,low 2762,Botswana,2024,capital,ICT,Junior,2.6,129621,0.0847,118648,0.6755,80151,69,0.6624,0.8624,524.66,0.0771,0.95,0.762,0.8708,high 2763,South Africa,2022,rural,Health,Executive,61.02,3581303,0.1883,2907065,0.507,1473998,53,0.6526,0.8519,1499.12,0.0817,0.8745,0.7093,0.7484,high 2764,DRC,2023,urban,Security,Junior,101.74,564422,0.2438,426821,0.1925,82155,10,0.5011,0.5878,105.66,0.0592,0.4286,0.1744,0.4106,low 2765,South Africa,2020,capital,Health,Junior,60.06,3182849,0.117,2810563,0.7574,2128792,74,0.8934,0.7823,383.62,0.0799,0.9344,0.6755,0.8734,high 2766,South Africa,2021,remote,Infrastructure,Director,60.54,3678272,0.195,2960887,0.3124,925085,53,0.6818,0.916,1596.27,0.0694,0.779,0.736,0.7007,high 2767,Nigeria,2022,rural,Education,Junior,218.92,4069226,0.1721,3369025,0.3013,1015138,22,0.5816,0.7949,182.14,0.0695,0.5765,0.425,0.5567,moderate 2768,Nigeria,2019,rural,Health,Junior,203.29,4629120,0.1775,3807529,0.3364,1280838,34,0.6015,0.6841,299.96,0.0697,0.5774,0.4557,0.5806,moderate 2769,Senegal,2024,rural,Justice,Junior,18.0,395545,0.1794,324566,0.3603,116933,28,0.6347,0.7069,208.32,0.0525,0.5895,0.3999,0.5702,moderate 2770,Senegal,2020,rural,Administration,Mid_Level,16.18,323005,0.1813,264438,0.2876,76045,33,0.5788,0.8156,223.74,0.071,0.7422,0.4709,0.6027,moderate 2771,Ghana,2024,rural,ICT,Junior,34.0,929025,0.142,797078,0.3489,278114,35,0.7351,0.7231,258.21,0.0632,0.6847,0.3392,0.6001,moderate 2772,Mozambique,2022,rural,Administration,Director,31.29,288005,0.2377,219553,0.1975,43365,17,0.6095,0.6953,211.92,0.0691,0.3626,0.2376,0.4468,low 2773,Ghana,2021,remote,Education,Mid_Level,31.94,693992,0.2297,534563,0.3092,165291,45,0.7168,0.6928,322.59,0.0563,0.6759,0.3637,0.5903,moderate 2774,Botswana,2024,urban,Education,Junior,2.6,119644,0.0794,110143,0.7733,85169,78,0.9221,0.8313,548.52,0.0785,0.95,0.6043,0.8986,high 2775,Uganda,2020,urban,Infrastructure,Senior,43.2,315265,0.2004,252073,0.3367,84870,16,0.6408,0.7929,476.7,0.0576,0.7001,0.4242,0.5554,moderate 2776,Tanzania,2022,capital,Health,Junior,63.15,1221910,0.1379,1053405,0.4561,480449,22,0.637,0.692,309.1,0.0572,0.6943,0.3471,0.5925,moderate 2777,Kenya,2020,urban,Infrastructure,Junior,50.61,1797123,0.0784,1656157,0.6447,1067730,50,0.6872,0.8631,584.5,0.0662,0.95,0.7567,0.8167,high 2778,South Africa,2021,capital,Education,Director,60.54,2840719,0.0857,2597271,0.7938,2061693,73,0.7826,0.7659,1312.83,0.0901,0.8516,0.5649,0.8661,high 2779,Tanzania,2025,rural,Finance,Director,69.01,1282484,0.2176,1003380,0.2565,257399,25,0.6323,0.7362,568.66,0.0647,0.6706,0.3652,0.5362,moderate 2780,Mozambique,2021,rural,Security,Mid_Level,30.47,282716,0.2274,218437,0.2063,45064,21,0.6039,0.6593,93.82,0.0587,0.3881,0.1969,0.4546,low 2781,Uganda,2019,capital,Administration,Mid_Level,41.86,371303,0.1796,304632,0.4275,130222,18,0.5044,0.7671,257.4,0.0503,0.6717,0.3491,0.5741,moderate 2782,Botswana,2018,remote,Infrastructure,Junior,2.38,94098,0.1715,77959,0.4241,33063,57,0.7138,0.8747,383.35,0.0812,0.8332,0.5786,0.728,high 2783,South Africa,2022,urban,Infrastructure,Junior,61.02,3222104,0.1404,2769735,0.6406,1774157,60,0.7384,0.9106,554.52,0.065,0.8057,0.6703,0.8092,high 2784,Botswana,2024,capital,Infrastructure,Mid_Level,2.6,113518,0.0845,103929,0.7134,74147,72,0.8508,0.9275,541.67,0.0753,0.95,0.7292,0.8943,high 2785,Kenya,2021,urban,Health,Mid_Level,51.68,1778732,0.0806,1635323,0.5825,952650,67,0.6646,0.8526,630.75,0.0947,0.8668,0.5646,0.814,high 2786,DRC,2021,urban,Infrastructure,Mid_Level,95.53,619319,0.2655,454875,0.2397,109046,13,0.5551,0.6005,141.87,0.0651,0.3708,0.1786,0.4211,low 2787,Ethiopia,2023,capital,Justice,Junior,122.93,1516488,0.1806,1242611,0.3099,385047,17,0.5317,0.5893,89.57,0.0498,0.3852,0.1667,0.4684,low 2788,Mozambique,2021,rural,Administration,Junior,30.47,339076,0.3202,230502,0.1943,44777,20,0.577,0.5947,153.12,0.0707,0.3693,0.1757,0.4122,low 2789,Mozambique,2018,rural,Administration,Junior,28.12,290661,0.3049,202044,0.1804,36457,19,0.5663,0.5935,120.32,0.0501,0.4116,0.1848,0.4151,low 2790,South Africa,2024,urban,Administration,Mid_Level,62.0,3507660,0.1103,3120607,0.6323,1973119,68,0.8234,0.8827,352.39,0.0646,0.7919,0.5282,0.8149,high 2791,Senegal,2024,urban,Infrastructure,Junior,18.0,428625,0.0949,387935,0.4194,162704,39,0.6939,0.6889,186.08,0.0578,0.6702,0.3595,0.6349,moderate 2792,Mozambique,2022,urban,Agriculture,Mid_Level,31.29,345086,0.1771,283980,0.2254,63998,13,0.4966,0.6272,86.06,0.068,0.4308,0.2171,0.4534,low 2793,Ghana,2020,rural,Agriculture,Mid_Level,31.29,685489,0.1932,553065,0.3475,192176,32,0.6074,0.7121,324.13,0.0635,0.7273,0.4722,0.5953,moderate 2794,Uganda,2022,rural,Administration,Junior,46.01,342577,0.2421,259645,0.2696,69995,26,0.5759,0.8014,273.15,0.0569,0.6852,0.4563,0.5562,moderate 2795,Uganda,2020,urban,Security,Junior,43.2,312175,0.2158,244815,0.3255,79684,19,0.6396,0.7713,239.74,0.0572,0.5882,0.3309,0.5325,moderate 2796,Mozambique,2025,capital,Health,Senior,33.89,378943,0.1942,305340,0.2591,79105,15,0.6375,0.676,215.4,0.0587,0.4224,0.2385,0.4712,low 2797,Senegal,2020,urban,Health,Mid_Level,16.18,328275,0.1022,294713,0.4757,140201,37,0.63,0.8167,199.26,0.0607,0.6729,0.4188,0.6675,high 2798,Rwanda,2023,urban,Social_Services,Senior,13.67,468905,0.0889,427220,0.6042,258122,84,0.8115,0.8756,528.35,0.0758,0.95,0.6955,0.8847,high 2799,Mozambique,2018,rural,Education,Senior,28.12,248751,0.28,179103,0.1991,35661,19,0.537,0.6881,211.71,0.0567,0.3627,0.2131,0.4381,low 2800,Botswana,2020,urban,Finance,Mid_Level,2.45,121136,0.1042,108516,0.7304,79255,50,0.6659,0.7972,548.98,0.0831,0.95,0.6364,0.8098,high 2801,Rwanda,2018,urban,Education,Junior,12.14,350192,0.0677,326490,0.546,178277,74,0.87,0.9156,428.09,0.0783,0.95,0.7771,0.8646,high 2802,Botswana,2024,urban,Administration,Mid_Level,2.6,103434,0.0735,95828,0.7762,74385,84,0.8256,0.8775,441.44,0.0864,0.8953,0.6106,0.9179,high 2803,Botswana,2021,urban,Administration,Senior,2.49,101632,0.0804,93462,0.6451,60291,47,0.6943,0.8471,581.07,0.0957,0.95,0.5676,0.7875,high 2804,Rwanda,2023,urban,Security,Mid_Level,13.67,365718,0.0744,338511,0.6838,231469,86,0.8761,0.9084,598.62,0.0924,0.8032,0.5537,0.8893,high 2805,Nigeria,2024,remote,Agriculture,Director,230.0,4824684,0.219,3768278,0.2639,994535,36,0.6509,0.7866,569.33,0.0628,0.6331,0.4043,0.573,moderate 2806,Ghana,2023,capital,Health,Junior,33.3,856226,0.1081,763669,0.546,416970,37,0.5587,0.7944,280.1,0.0645,0.5592,0.4243,0.6695,high 2807,Botswana,2022,rural,Health,Mid_Level,2.52,129297,0.1341,111956,0.5582,62497,50,0.7062,0.8069,513.48,0.0866,0.95,0.7778,0.7749,high 2808,Mozambique,2025,urban,Administration,Senior,33.89,361627,0.1821,295790,0.2333,69015,17,0.4895,0.6219,133.93,0.0606,0.4036,0.1689,0.4559,low 2809,Ghana,2024,capital,Education,Mid_Level,34.0,870941,0.1039,780453,0.5809,453367,33,0.5851,0.743,192.01,0.0712,0.6598,0.343,0.6635,high 2810,Ghana,2024,rural,Finance,Executive,34.0,850156,0.1487,723740,0.3958,286459,47,0.639,0.676,1065.57,0.0656,0.6034,0.4742,0.6384,moderate 2811,Tanzania,2019,rural,Administration,Junior,57.79,1040725,0.1499,884706,0.3036,268592,27,0.6588,0.7502,228.08,0.0513,0.5625,0.4046,0.5652,moderate 2812,Mozambique,2025,rural,Education,Executive,33.89,306781,0.3223,207903,0.172,35768,14,0.6158,0.646,592.85,0.066,0.3498,0.1698,0.3963,low 2813,Nigeria,2021,rural,Finance,Junior,213.58,3909581,0.2108,3085314,0.2665,822354,28,0.5263,0.806,268.02,0.0518,0.7024,0.3988,0.5649,moderate 2814,Kenya,2022,capital,Education,Senior,52.76,1651180,0.0882,1505617,0.571,859712,50,0.7069,0.7857,560.33,0.0795,0.8853,0.7595,0.778,high 2815,South Africa,2023,rural,Administration,Junior,61.51,3631415,0.1889,2945552,0.4614,1358933,64,0.7211,0.7818,428.78,0.0666,0.9064,0.6899,0.755,high 2816,DRC,2018,urban,Health,Director,86.92,568932,0.2047,452458,0.2347,106194,14,0.6069,0.6992,294.32,0.0537,0.4333,0.2268,0.4634,low 2817,Uganda,2020,rural,Infrastructure,Mid_Level,43.2,356855,0.2101,281892,0.2565,72294,19,0.49,0.7529,229.71,0.0583,0.5742,0.4009,0.5195,moderate 2818,Uganda,2020,capital,Justice,Mid_Level,43.2,348489,0.1762,287084,0.3694,106039,17,0.5436,0.7933,266.24,0.067,0.7284,0.3599,0.5686,moderate 2819,Tanzania,2025,rural,Agriculture,Mid_Level,69.01,1230523,0.1533,1041880,0.2523,262859,24,0.543,0.688,178.67,0.0715,0.5939,0.4776,0.5451,moderate 2820,Ethiopia,2022,capital,Health,Junior,119.93,1380330,0.1729,1141710,0.3427,391267,13,0.5565,0.6502,131.49,0.0719,0.3834,0.1858,0.4794,low 2821,Rwanda,2025,remote,Justice,Senior,14.34,418122,0.128,364618,0.313,114138,80,0.9001,0.8286,765.84,0.0888,0.8305,0.6787,0.7715,high 2822,Ghana,2024,capital,Education,Junior,34.0,724135,0.111,643758,0.5789,372652,34,0.6591,0.7037,300.46,0.0567,0.6904,0.3408,0.6606,high 2823,Nigeria,2024,urban,ICT,Junior,230.0,5114739,0.152,4337491,0.3785,1641895,33,0.5719,0.795,225.23,0.0662,0.6464,0.4059,0.6136,moderate 2824,Nigeria,2023,rural,Security,Mid_Level,224.39,4602607,0.2358,3517298,0.2933,1031559,24,0.638,0.756,310.09,0.0712,0.7216,0.4076,0.5507,moderate 2825,Ghana,2024,urban,Health,Senior,34.0,921781,0.1012,828492,0.5551,459891,46,0.6472,0.6776,459.6,0.0497,0.5978,0.4068,0.6806,high 2826,Ethiopia,2024,rural,Security,Senior,126.0,1596111,0.3102,1101009,0.1873,206179,14,0.5479,0.5874,169.8,0.0535,0.342,0.2037,0.3969,low 2827,DRC,2019,capital,Justice,Senior,89.7,564169,0.1962,453482,0.2433,110339,13,0.5078,0.6023,172.82,0.0582,0.3494,0.1753,0.4371,low 2828,Ethiopia,2021,rural,Infrastructure,Executive,117.0,1210119,0.3277,813602,0.1988,161705,17,0.6081,0.6656,517.77,0.0639,0.419,0.1705,0.4191,low 2829,Botswana,2020,rural,Infrastructure,Junior,2.45,125502,0.1405,107862,0.5011,54049,68,0.7238,0.8527,640.64,0.0721,0.8567,0.7534,0.7991,high 2830,Rwanda,2021,remote,Education,Junior,13.04,444398,0.1127,394294,0.3467,136693,54,0.7693,0.8024,590.08,0.0949,0.7858,0.6157,0.704,high 2831,Senegal,2023,remote,Education,Executive,17.53,431765,0.2056,343002,0.2408,82579,33,0.6738,0.7779,873.04,0.0614,0.7153,0.396,0.5691,moderate 2832,Ghana,2022,urban,Health,Junior,32.62,792413,0.1326,687306,0.5395,370829,28,0.5787,0.7962,191.84,0.0718,0.6759,0.4704,0.6558,high 2833,Senegal,2023,remote,Security,Junior,17.53,420323,0.1683,349586,0.2545,88958,30,0.6756,0.7889,304.58,0.0539,0.747,0.4489,0.5845,moderate 2834,Ghana,2021,capital,Education,Junior,31.94,826264,0.0947,748050,0.5346,399920,41,0.6547,0.8072,211.15,0.0606,0.7306,0.3765,0.6943,high 2835,Senegal,2021,remote,Infrastructure,Senior,16.62,413888,0.1706,343294,0.271,93033,36,0.738,0.7628,440.87,0.0563,0.6707,0.4446,0.5911,moderate 2836,Rwanda,2025,capital,Health,Executive,14.34,443323,0.0542,419284,0.6591,276362,94,0.95,0.8204,2338.29,0.0787,0.8822,0.7171,0.9192,high 2837,DRC,2020,urban,Education,Junior,92.57,535308,0.2983,375630,0.2093,78611,13,0.5164,0.6975,128.99,0.0708,0.3696,0.203,0.4221,low 2838,Ethiopia,2019,capital,Agriculture,Senior,111.37,1216030,0.2119,958342,0.3281,314391,14,0.6005,0.6622,228.22,0.0663,0.4352,0.1889,0.4758,low 2839,Mozambique,2024,remote,Health,Mid_Level,33.0,365871,0.3221,248021,0.1407,34908,20,0.6365,0.6109,112.16,0.0575,0.3494,0.1673,0.398,low 2840,Rwanda,2023,rural,ICT,Director,13.67,471025,0.084,431465,0.4233,182628,56,0.7626,0.9303,902.51,0.0808,0.9191,0.5625,0.7625,high 2841,Rwanda,2024,urban,Finance,Director,14.0,388170,0.0721,360168,0.6493,233848,74,0.8207,0.8462,1087.49,0.0692,0.95,0.5916,0.8604,high 2842,Uganda,2025,capital,Administration,Director,50.57,350987,0.1766,289012,0.4231,122273,24,0.664,0.6949,793.28,0.0612,0.6197,0.404,0.5782,moderate 2843,Botswana,2020,urban,Health,Senior,2.45,106585,0.087,97308,0.7707,74999,83,0.9039,0.7701,932.87,0.07,0.8932,0.7548,0.9087,high 2844,Rwanda,2018,capital,Agriculture,Mid_Level,12.14,352234,0.0755,325631,0.7328,238615,97,0.7876,0.88,611.4,0.0717,0.9045,0.5219,0.9314,high 2845,South Africa,2019,capital,Security,Mid_Level,59.58,2720665,0.1105,2420105,0.6111,1478807,49,0.7798,0.841,584.4,0.0741,0.8037,0.7509,0.7793,high 2846,Nigeria,2019,urban,Security,Mid_Level,203.29,4587757,0.1882,3724234,0.3835,1428323,25,0.625,0.697,256.33,0.0569,0.7257,0.4669,0.5851,moderate 2847,Tanzania,2020,capital,ICT,Junior,59.53,966539,0.111,859265,0.4159,357407,21,0.5529,0.6783,295.15,0.0543,0.712,0.4235,0.594,moderate 2848,DRC,2021,remote,Education,Junior,95.53,586510,0.3595,375633,0.1092,41006,14,0.6214,0.6455,118.44,0.0616,0.3413,0.1803,0.3714,low 2849,Uganda,2022,urban,Education,Mid_Level,46.01,375402,0.1759,309358,0.4044,125107,26,0.6214,0.7064,272.21,0.0645,0.6658,0.4221,0.5869,moderate 2850,Tanzania,2019,urban,Administration,Junior,57.79,1068298,0.1606,896680,0.342,306700,34,0.7091,0.7823,281.37,0.0688,0.5858,0.432,0.5995,moderate 2851,Senegal,2020,remote,Infrastructure,Senior,16.18,320411,0.1695,266101,0.2749,73157,30,0.6252,0.7838,300.68,0.0553,0.616,0.4667,0.5772,moderate 2852,Uganda,2019,urban,ICT,Senior,41.86,352004,0.1927,284173,0.3938,111915,28,0.6899,0.7709,426.27,0.0666,0.7103,0.4373,0.6007,moderate 2853,Uganda,2019,rural,Education,Junior,41.86,294947,0.2258,228340,0.2606,59506,19,0.6047,0.8197,181.61,0.0511,0.6007,0.4487,0.5341,moderate 2854,DRC,2020,capital,Health,Junior,92.57,592047,0.2426,448388,0.2207,98977,11,0.5649,0.7118,137.51,0.0673,0.4459,0.1905,0.4424,low 2855,Botswana,2018,rural,Health,Junior,2.38,114653,0.1203,100855,0.4793,48340,68,0.713,0.7776,473.75,0.0659,0.95,0.6364,0.785,high 2856,Tanzania,2025,remote,Finance,Junior,69.01,1388791,0.188,1127691,0.2176,245342,23,0.6369,0.8005,268.0,0.0578,0.6607,0.4119,0.5422,moderate 2857,Botswana,2023,remote,Education,Junior,2.56,104558,0.1586,87975,0.4199,36938,60,0.7224,0.9296,393.58,0.0921,0.95,0.7279,0.7725,high 2858,Senegal,2020,rural,Education,Junior,16.18,314040,0.1215,275876,0.3806,104987,36,0.6095,0.7619,267.86,0.0524,0.6088,0.4076,0.6207,moderate 2859,Ghana,2024,capital,Social_Services,Mid_Level,34.0,847363,0.096,765975,0.5542,424483,34,0.5767,0.807,244.09,0.0499,0.6114,0.349,0.6666,high 2860,DRC,2025,urban,Infrastructure,Mid_Level,108.36,583553,0.2457,440174,0.2244,98759,14,0.5817,0.5954,107.15,0.0564,0.3769,0.2353,0.4302,low 2861,Mozambique,2018,urban,Infrastructure,Junior,28.12,279860,0.1699,232306,0.2835,65854,15,0.5639,0.6654,106.01,0.0564,0.3912,0.2244,0.4773,low 2862,Botswana,2021,urban,Agriculture,Junior,2.49,119477,0.0707,111026,0.6829,75820,84,0.8651,0.8477,581.61,0.0766,0.9011,0.5707,0.8874,high 2863,Nigeria,2018,capital,Security,Mid_Level,198.33,4489382,0.1219,3942118,0.4321,1703212,32,0.5441,0.7505,193.54,0.0519,0.6524,0.4111,0.6265,moderate 2864,South Africa,2019,capital,Education,Junior,59.58,3598832,0.1146,3186477,0.62,1975753,54,0.6457,0.8048,631.84,0.0684,0.95,0.7389,0.801,high 2865,South Africa,2023,urban,Education,Senior,61.51,3586637,0.1209,3152969,0.5562,1753576,48,0.5998,0.7956,753.79,0.0913,0.95,0.6762,0.7608,high 2866,Nigeria,2023,rural,Finance,Senior,224.39,4232248,0.246,3191277,0.2761,881033,32,0.6281,0.7389,359.19,0.049,0.699,0.3764,0.5559,moderate 2867,Ghana,2021,rural,Agriculture,Senior,31.94,711671,0.1533,602544,0.3343,201424,46,0.7418,0.8001,390.45,0.0533,0.626,0.408,0.6337,moderate 2868,Uganda,2018,rural,Social_Services,Junior,40.56,341997,0.2503,256380,0.2213,56739,19,0.5808,0.7837,235.31,0.0525,0.5644,0.4344,0.5077,moderate 2869,DRC,2020,rural,Education,Senior,92.57,529490,0.2758,383436,0.1565,59999,13,0.6236,0.7112,175.29,0.0627,0.3967,0.2027,0.4193,low 2870,Botswana,2018,rural,ICT,Junior,2.38,100961,0.0977,91096,0.4846,44148,66,0.7315,0.846,590.89,0.0708,0.95,0.7263,0.8063,high 2871,Rwanda,2022,urban,Administration,Junior,13.35,346460,0.0646,324080,0.6712,217508,59,0.7244,0.8826,522.09,0.0849,0.8687,0.6922,0.8376,high 2872,Rwanda,2018,capital,Health,Mid_Level,12.14,325584,0.0685,303290,0.5924,179678,71,0.6839,0.8398,592.39,0.0741,0.95,0.6308,0.8425,high 2873,Nigeria,2019,urban,Education,Mid_Level,203.29,3700955,0.1876,3006657,0.4531,1362404,28,0.7034,0.7074,289.44,0.0545,0.6585,0.3287,0.5912,moderate 2874,DRC,2024,urban,Agriculture,Director,105.0,541216,0.2992,379297,0.2161,81973,14,0.5515,0.6911,368.5,0.0572,0.416,0.2399,0.4335,low 2875,Uganda,2024,remote,Security,Junior,49.0,430473,0.336,285851,0.1677,47932,18,0.531,0.7865,294.57,0.0678,0.5656,0.3315,0.4606,low 2876,Tanzania,2020,rural,Social_Services,Senior,59.53,977494,0.2046,777530,0.3035,235978,33,0.6837,0.7543,438.72,0.0554,0.7058,0.445,0.5855,moderate 2877,South Africa,2024,capital,Social_Services,Junior,62.0,3554038,0.1247,3110859,0.6042,1879702,64,0.7922,0.9036,380.85,0.0931,0.95,0.6947,0.8299,high 2878,Nigeria,2021,rural,Health,Senior,213.58,3720483,0.1951,2994625,0.2782,833247,34,0.654,0.7799,277.03,0.0569,0.6317,0.4164,0.5776,moderate 2879,Botswana,2018,urban,Education,Director,2.38,105390,0.0742,97574,0.6047,59006,57,0.6712,0.9004,1416.79,0.0665,0.95,0.545,0.8097,high 2880,Ethiopia,2024,capital,Education,Senior,126.0,1400248,0.1657,1168247,0.3389,395897,16,0.6302,0.6684,133.99,0.0633,0.4277,0.1667,0.493,low 2881,Senegal,2019,rural,Social_Services,Junior,15.76,371074,0.1311,322432,0.3272,105502,37,0.5895,0.7273,269.36,0.0563,0.723,0.4731,0.6202,moderate 2882,Rwanda,2023,rural,Administration,Mid_Level,13.67,443786,0.0839,406563,0.4792,194835,64,0.6587,0.8652,418.04,0.0666,0.9399,0.5456,0.7872,high 2883,Mozambique,2025,remote,Security,Junior,33.89,345268,0.273,251003,0.1455,36524,15,0.5524,0.6083,155.03,0.053,0.3803,0.1804,0.4029,low 2884,Nigeria,2022,remote,Health,Junior,218.92,3818879,0.2719,2780594,0.2412,670584,35,0.7045,0.6903,311.58,0.0679,0.6787,0.3755,0.5388,moderate 2885,Mozambique,2023,rural,Education,Junior,32.13,330237,0.277,238753,0.1678,40063,22,0.5279,0.6223,110.78,0.0644,0.3411,0.2162,0.4268,low 2886,Senegal,2021,capital,Health,Junior,16.62,359656,0.0862,328662,0.4966,163205,33,0.7232,0.782,176.83,0.0594,0.5567,0.4018,0.6482,moderate 2887,South Africa,2020,remote,Infrastructure,Senior,60.06,3263005,0.1912,2638982,0.3225,851172,48,0.7531,0.9151,670.84,0.0798,0.852,0.6384,0.6891,high 2888,Senegal,2024,capital,Education,Mid_Level,18.0,373502,0.0839,342160,0.4804,164370,36,0.7375,0.8088,259.28,0.0667,0.6639,0.399,0.6667,high 2889,Ghana,2019,urban,Finance,Executive,30.64,791059,0.1484,673648,0.4643,312752,27,0.6953,0.7244,1021.18,0.0497,0.7203,0.3201,0.6092,moderate 2890,Kenya,2025,capital,Education,Senior,56.15,1898343,0.0758,1754444,0.6421,1126447,44,0.6327,0.7727,767.74,0.0681,0.95,0.7153,0.784,high 2891,Nigeria,2020,urban,Agriculture,Mid_Level,208.37,4066006,0.1671,3386537,0.3865,1308728,29,0.541,0.8162,235.21,0.0628,0.648,0.3243,0.597,moderate 2892,Tanzania,2018,urban,Security,Mid_Level,56.11,915452,0.138,789148,0.3844,303373,28,0.5816,0.8094,245.86,0.0582,0.6896,0.4449,0.6165,moderate 2893,Rwanda,2021,capital,Health,Junior,13.04,418448,0.0713,388600,0.6135,238397,52,0.7383,0.8609,581.75,0.086,0.8409,0.7106,0.7998,high 2894,Ethiopia,2021,rural,Education,Senior,117.0,1276030,0.2593,945214,0.1916,181117,17,0.6069,0.62,141.54,0.0487,0.4115,0.2031,0.4301,low 2895,Nigeria,2023,rural,Social_Services,Junior,224.39,4928427,0.2046,3920048,0.3315,1299308,30,0.6984,0.7305,278.47,0.0624,0.7472,0.3324,0.5743,moderate 2896,Kenya,2022,capital,Administration,Senior,52.76,1936284,0.0833,1774914,0.6579,1167783,54,0.6703,0.9043,755.66,0.0722,0.95,0.5248,0.8118,high 2897,Ethiopia,2023,rural,Security,Junior,122.93,1571706,0.3203,1068355,0.2231,238323,14,0.5794,0.6564,100.78,0.0486,0.3799,0.2252,0.4197,low 2898,Botswana,2020,rural,Security,Junior,2.45,93719,0.1144,83001,0.4832,40102,52,0.7757,0.9274,386.37,0.0714,0.9462,0.7672,0.7827,high 2899,Senegal,2025,remote,Finance,Executive,18.49,390179,0.1578,328626,0.2649,87055,34,0.6931,0.7682,1192.39,0.0563,0.6086,0.4412,0.582,moderate 2900,DRC,2021,capital,Education,Senior,95.53,646090,0.2473,486295,0.2493,121239,14,0.506,0.6603,190.17,0.0707,0.3333,0.2376,0.4416,low 2901,Uganda,2023,capital,Infrastructure,Junior,47.48,391627,0.1647,327107,0.4219,137997,23,0.6429,0.7303,303.53,0.0688,0.6803,0.3622,0.5856,moderate 2902,Uganda,2025,rural,Social_Services,Junior,50.57,444125,0.2236,344840,0.2606,89880,25,0.5839,0.7115,250.03,0.0552,0.6725,0.3376,0.5295,moderate 2903,Uganda,2021,rural,ICT,Mid_Level,44.58,348723,0.3013,243648,0.2932,71432,24,0.604,0.7156,268.58,0.068,0.7439,0.3474,0.5244,moderate 2904,Nigeria,2020,remote,Social_Services,Mid_Level,208.37,3671953,0.2842,2628542,0.2318,609369,27,0.5625,0.7227,255.37,0.0519,0.6518,0.3277,0.5108,moderate 2905,Kenya,2021,remote,Security,Junior,51.68,1910564,0.1384,1646227,0.3096,509641,46,0.7731,0.7743,614.29,0.0864,0.8725,0.7487,0.6861,high 2906,Nigeria,2021,rural,Justice,Junior,213.58,3723417,0.2409,2826361,0.2868,810737,37,0.612,0.7372,239.55,0.0592,0.7402,0.3592,0.5745,moderate 2907,Ghana,2022,urban,Health,Junior,32.62,828212,0.1314,719391,0.465,334533,48,0.6635,0.7998,180.26,0.0647,0.6117,0.4059,0.6751,high 2908,Ghana,2024,rural,Education,Mid_Level,34.0,828069,0.1387,713243,0.3821,272517,47,0.6021,0.7781,300.96,0.0623,0.6472,0.358,0.6456,moderate 2909,Botswana,2019,urban,Security,Junior,2.41,108228,0.0917,98300,0.6267,61602,77,0.8392,0.8656,493.43,0.0757,0.9233,0.7191,0.8703,high 2910,Kenya,2023,rural,Education,Senior,53.87,1792312,0.1125,1590592,0.3688,586561,62,0.7756,0.908,777.64,0.0915,0.9254,0.6879,0.7666,high 2911,Kenya,2018,rural,Agriculture,Junior,48.55,1501897,0.1183,1324225,0.3611,478191,55,0.7299,0.921,505.27,0.0874,0.95,0.7019,0.7515,high 2912,Ghana,2020,urban,Health,Mid_Level,31.29,735836,0.1285,641311,0.5638,361565,41,0.6177,0.7522,265.33,0.0684,0.7073,0.3704,0.6819,high 2913,South Africa,2025,capital,Education,Junior,62.5,3124743,0.1027,2803700,0.6475,1815450,42,0.5699,0.9221,570.44,0.0863,0.95,0.7005,0.7946,high 2914,Uganda,2018,remote,Finance,Mid_Level,40.56,362126,0.2778,261539,0.184,48136,27,0.6116,0.738,318.18,0.0693,0.7255,0.354,0.5127,moderate 2915,Botswana,2024,rural,Security,Junior,2.6,118956,0.1044,106541,0.5632,60000,69,0.8033,0.8064,476.41,0.0809,0.95,0.679,0.8211,high 2916,Rwanda,2018,urban,Education,Mid_Level,12.14,360995,0.0612,338918,0.5479,185693,82,0.839,0.7741,529.3,0.0801,0.8145,0.5205,0.8263,high 2917,Mozambique,2020,rural,Health,Director,29.66,300419,0.2966,211319,0.214,45218,15,0.5739,0.6293,225.22,0.067,0.3329,0.2295,0.4175,low 2918,DRC,2024,rural,Agriculture,Senior,105.0,546028,0.3678,345214,0.141,48690,8,0.502,0.6275,146.8,0.0651,0.3969,0.2336,0.3705,low 2919,South Africa,2024,rural,Administration,Senior,62.0,2909558,0.1395,2503613,0.4542,1137176,53,0.7943,0.8541,919.17,0.0764,0.95,0.5386,0.7382,high 2920,Botswana,2021,remote,Finance,Mid_Level,2.49,107219,0.1664,89382,0.3892,34783,80,0.829,0.8734,508.6,0.0822,0.95,0.5514,0.7869,high 2921,South Africa,2024,urban,Health,Mid_Level,62.0,3398026,0.1305,2954541,0.7397,2185475,58,0.8359,0.8632,457.36,0.0857,0.8271,0.7712,0.8366,high 2922,Mozambique,2021,capital,Security,Junior,30.47,267079,0.145,228339,0.3131,71484,12,0.5541,0.6486,149.59,0.0699,0.4392,0.192,0.4824,low 2923,Ghana,2021,rural,Health,Junior,31.94,899663,0.1364,776968,0.3512,272878,30,0.5426,0.8211,199.89,0.0584,0.6025,0.3986,0.602,moderate 2924,Uganda,2024,rural,Agriculture,Mid_Level,49.0,348705,0.2422,264258,0.2916,77060,26,0.5251,0.8011,299.21,0.0672,0.7114,0.4773,0.5664,moderate 2925,Botswana,2018,urban,ICT,Mid_Level,2.38,112853,0.0833,103449,0.6271,64870,86,0.809,0.8603,423.14,0.0949,0.844,0.7576,0.8902,high 2926,Tanzania,2020,remote,Education,Senior,59.53,1103604,0.1953,888051,0.205,182058,31,0.6554,0.7284,306.45,0.0679,0.6739,0.4291,0.5495,moderate 2927,DRC,2021,urban,Education,Junior,95.53,649502,0.2385,494564,0.2134,105541,10,0.5165,0.6741,132.27,0.0674,0.3399,0.2299,0.4268,low 2928,Ghana,2025,remote,Health,Mid_Level,34.71,982157,0.2318,754541,0.237,178811,45,0.7491,0.792,236.78,0.0632,0.6921,0.3835,0.5902,moderate 2929,DRC,2024,urban,Education,Senior,105.0,599631,0.2073,475313,0.2359,112130,14,0.6064,0.6293,191.15,0.0483,0.3318,0.1807,0.4378,low 2930,Botswana,2022,urban,Health,Senior,2.52,129224,0.0748,119562,0.7531,90040,72,0.7886,0.8481,862.43,0.0707,0.9397,0.588,0.8796,high 2931,Kenya,2018,urban,Education,Mid_Level,48.55,1776004,0.0841,1626678,0.634,1031385,47,0.7311,0.8104,408.98,0.0915,0.95,0.6115,0.7827,high 2932,Rwanda,2020,rural,Education,Senior,12.73,325665,0.0864,297537,0.3871,115175,66,0.8479,0.8738,573.36,0.0665,0.8522,0.6812,0.7746,high 2933,Senegal,2022,capital,Justice,Mid_Level,17.07,429861,0.1029,385619,0.4733,182528,25,0.6754,0.6807,227.31,0.0607,0.6636,0.4132,0.6149,moderate 2934,Uganda,2023,capital,Security,Senior,47.48,326337,0.1368,281692,0.4475,126054,19,0.5682,0.7215,387.71,0.0651,0.7007,0.3769,0.5912,moderate 2935,Senegal,2020,urban,Education,Mid_Level,16.18,367882,0.1313,319581,0.3895,124473,25,0.6516,0.7625,184.38,0.0706,0.6793,0.3978,0.5991,moderate 2936,Ethiopia,2024,rural,Education,Junior,126.0,1490875,0.2911,1056897,0.2212,233818,14,0.4757,0.674,89.01,0.0683,0.4144,0.2078,0.4309,low 2937,South Africa,2021,capital,Security,Junior,60.54,3309008,0.0929,3001525,0.7224,2168304,47,0.6043,0.845,562.93,0.0716,0.9094,0.7277,0.8153,high 2938,Rwanda,2022,urban,Education,Junior,13.35,358371,0.0899,326154,0.5261,171595,59,0.671,0.899,469.39,0.0893,0.8879,0.7266,0.8028,high 2939,DRC,2025,urban,ICT,Director,108.36,555631,0.2585,412019,0.2246,92543,14,0.5849,0.6745,262.14,0.0677,0.3389,0.2126,0.4329,low 2940,DRC,2019,rural,Social_Services,Junior,89.7,585594,0.3814,362272,0.1351,48936,11,0.4938,0.6014,141.86,0.055,0.4068,0.1603,0.3629,low 2941,Ghana,2018,rural,Education,Senior,30.01,656310,0.1763,540591,0.3862,208751,40,0.6958,0.7124,435.11,0.0613,0.7062,0.3395,0.6139,moderate 2942,Senegal,2019,urban,Education,Junior,15.76,303063,0.0944,274458,0.3962,108726,23,0.6467,0.8152,238.85,0.0525,0.6165,0.451,0.612,moderate 2943,Rwanda,2025,capital,Health,Junior,14.34,415289,0.0538,392929,0.6909,271459,58,0.6402,0.8873,581.23,0.0699,0.95,0.5973,0.8421,high 2944,Botswana,2020,capital,Education,Junior,2.45,115922,0.0894,105556,0.6473,68330,57,0.6944,0.8317,597.26,0.0654,0.9412,0.6584,0.8167,high 2945,Mozambique,2024,urban,Health,Junior,33.0,342927,0.2053,272527,0.2645,72090,14,0.4797,0.6586,89.84,0.0703,0.4255,0.1744,0.4586,low 2946,Tanzania,2022,capital,Administration,Mid_Level,63.15,1074619,0.1321,932672,0.3716,346592,23,0.5448,0.7269,187.8,0.0712,0.6437,0.457,0.5865,moderate 2947,DRC,2018,remote,Security,Mid_Level,86.92,569437,0.4244,327779,0.1217,39891,14,0.4935,0.5922,154.75,0.0692,0.3916,0.2225,0.3596,low 2948,Mozambique,2025,rural,Health,Mid_Level,33.89,323798,0.2175,253362,0.213,53961,20,0.6297,0.6626,103.38,0.062,0.4111,0.2078,0.4601,low 2949,DRC,2019,remote,Education,Junior,89.7,546386,0.5002,273060,0.1104,30151,8,0.6074,0.7095,98.28,0.0679,0.4391,0.161,0.339,critical 2950,Senegal,2024,capital,Social_Services,Junior,18.0,418719,0.1136,371164,0.4297,159473,38,0.5774,0.6869,313.1,0.0702,0.697,0.4624,0.643,moderate 2951,Nigeria,2018,urban,Administration,Senior,198.33,3808331,0.1465,3250599,0.4547,1478168,22,0.6375,0.7125,379.85,0.0526,0.6957,0.473,0.6058,moderate 2952,Tanzania,2022,remote,Finance,Junior,63.15,1252247,0.1883,1016442,0.2041,207417,30,0.5621,0.8086,247.33,0.0539,0.6249,0.3654,0.5493,moderate 2953,Uganda,2023,capital,Social_Services,Junior,47.48,355056,0.1765,292383,0.3729,109041,22,0.6002,0.7139,255.19,0.0705,0.553,0.4154,0.558,moderate 2954,South Africa,2020,rural,Health,Junior,60.06,3092105,0.1707,2564308,0.3987,1022404,71,0.7455,0.9214,621.73,0.0884,0.95,0.6762,0.7853,high 2955,Botswana,2024,capital,Social_Services,Mid_Level,2.6,126897,0.0782,116972,0.7782,91029,61,0.7271,0.827,572.18,0.0704,0.95,0.7356,0.8701,high 2956,Senegal,2024,remote,Finance,Senior,18.0,389359,0.1589,327497,0.2159,70697,24,0.5402,0.729,482.83,0.0538,0.7305,0.4497,0.5516,moderate 2957,DRC,2024,rural,ICT,Junior,105.0,626026,0.3149,428904,0.1459,62578,11,0.5409,0.7132,103.06,0.0699,0.351,0.2132,0.3987,low 2958,Ghana,2020,remote,Security,Junior,31.29,881584,0.1927,711719,0.308,219212,26,0.553,0.7168,278.2,0.0672,0.6754,0.3299,0.5519,moderate 2959,Nigeria,2021,urban,Education,Junior,213.58,4249279,0.1609,3565561,0.4459,1589717,24,0.6678,0.7992,292.99,0.0673,0.655,0.4725,0.6139,moderate 2960,Nigeria,2020,urban,Social_Services,Senior,208.37,4103596,0.1794,3367309,0.4461,1502315,27,0.682,0.7505,453.56,0.0675,0.5713,0.4594,0.5998,moderate 2961,South Africa,2019,rural,Justice,Mid_Level,59.58,3556351,0.166,2965926,0.4453,1320845,63,0.7962,0.827,426.29,0.0797,0.95,0.6839,0.7648,high 2962,Rwanda,2025,urban,Administration,Senior,14.34,411317,0.074,380865,0.6903,262906,95,0.8563,0.9067,934.38,0.0721,0.9148,0.7168,0.9407,high 2963,Botswana,2018,rural,Education,Mid_Level,2.38,102995,0.1289,89719,0.4592,41202,66,0.7103,0.7743,603.05,0.0712,0.8369,0.5322,0.7506,high 2964,Uganda,2022,urban,Agriculture,Mid_Level,46.01,317928,0.1664,265038,0.3458,91649,27,0.5368,0.7866,318.04,0.0499,0.6174,0.4431,0.5864,moderate 2965,South Africa,2025,capital,Security,Mid_Level,62.5,3216917,0.1136,2851426,0.7123,2031202,75,0.8093,0.8528,550.79,0.0689,0.9185,0.5332,0.8603,high 2966,Mozambique,2023,rural,Social_Services,Senior,32.13,314821,0.2859,224815,0.1762,39602,16,0.4926,0.5981,214.42,0.0713,0.3887,0.1702,0.4082,low 2967,Mozambique,2018,capital,Administration,Junior,28.12,313342,0.1694,260272,0.2882,75015,19,0.4982,0.6736,141.58,0.0485,0.3384,0.2018,0.4823,low 2968,Nigeria,2025,remote,Health,Senior,235.75,5129899,0.3021,3580257,0.202,723050,38,0.7149,0.7662,277.54,0.0538,0.6201,0.4572,0.5426,moderate 2969,Nigeria,2024,remote,Finance,Director,230.0,5146077,0.2119,4055411,0.2157,874734,35,0.6717,0.7084,730.55,0.0556,0.6699,0.4695,0.5586,moderate 2970,Tanzania,2019,capital,Security,Mid_Level,57.79,981813,0.1216,862382,0.4369,376811,32,0.6644,0.7159,215.95,0.0558,0.581,0.3415,0.6085,moderate 2971,Tanzania,2024,rural,Education,Senior,67.0,1231591,0.2005,984678,0.3244,319464,23,0.6208,0.7213,465.66,0.0552,0.6744,0.3506,0.5492,moderate 2972,Rwanda,2020,urban,Justice,Junior,12.73,362209,0.0608,340199,0.5674,193034,64,0.7661,0.8333,644.14,0.0815,0.7934,0.7305,0.814,high 2973,Senegal,2018,rural,Finance,Junior,15.34,385832,0.1509,327600,0.3682,120630,31,0.6168,0.7294,230.34,0.067,0.5585,0.3984,0.5869,moderate 2974,Senegal,2020,rural,Education,Junior,16.18,359521,0.1658,299903,0.3773,113161,27,0.6049,0.7273,265.91,0.0568,0.5714,0.4183,0.5784,moderate 2975,Ghana,2018,capital,Administration,Senior,30.01,764468,0.0904,695355,0.5203,361793,34,0.6781,0.7968,342.2,0.0581,0.5963,0.4365,0.6653,high 2976,South Africa,2020,rural,Security,Junior,60.06,3551002,0.1803,2910694,0.4797,1396128,45,0.6121,0.7807,489.08,0.0725,0.95,0.6333,0.7128,high 2977,Mozambique,2021,remote,Agriculture,Junior,30.47,348836,0.331,233388,0.1438,33550,16,0.5926,0.6859,129.26,0.054,0.4417,0.2009,0.4103,low 2978,Mozambique,2024,capital,Infrastructure,Director,33.0,348632,0.1515,295798,0.2985,88292,12,0.5264,0.6158,255.34,0.049,0.4037,0.2194,0.4714,low 2979,Ethiopia,2020,rural,Infrastructure,Executive,114.15,1498146,0.3465,979107,0.2282,223469,16,0.4914,0.6965,555.17,0.0548,0.363,0.2019,0.4214,low 2980,DRC,2020,remote,Education,Junior,92.57,479359,0.4288,273792,0.1254,34343,12,0.5,0.705,111.31,0.0514,0.3539,0.1951,0.3648,low 2981,Senegal,2022,rural,Health,Senior,17.07,357028,0.1366,308240,0.3515,108354,35,0.7346,0.7366,303.73,0.0713,0.6465,0.4258,0.6089,moderate 2982,Rwanda,2018,urban,ICT,Director,12.14,417203,0.0854,381575,0.6007,229208,78,0.7084,0.8999,1436.8,0.0867,0.8779,0.5891,0.8555,high 2983,Senegal,2024,remote,Finance,Junior,18.0,443606,0.2033,353411,0.2624,92747,41,0.698,0.7676,281.52,0.0596,0.6085,0.3603,0.5793,moderate 2984,Kenya,2023,capital,Administration,Junior,53.87,1960955,0.0686,1826358,0.6144,1122190,49,0.7492,0.7744,470.71,0.0915,0.95,0.7221,0.7923,high 2985,Tanzania,2024,rural,Education,Junior,67.0,1043617,0.1623,874285,0.2963,259028,33,0.6533,0.7331,299.79,0.0588,0.6032,0.3328,0.5696,moderate 2986,Rwanda,2024,urban,Agriculture,Mid_Level,14.0,433235,0.0711,402440,0.6218,250231,58,0.6872,0.8563,370.74,0.0903,0.7857,0.6168,0.8014,high 2987,Ethiopia,2021,rural,Health,Senior,117.0,1372919,0.2647,1009458,0.1829,184666,18,0.5554,0.6346,145.47,0.0602,0.3689,0.1733,0.424,low 2988,Kenya,2024,rural,Education,Junior,55.0,1851879,0.1474,1578890,0.4264,673292,41,0.6904,0.8332,355.22,0.095,0.8049,0.6275,0.6905,high 2989,Rwanda,2023,urban,Health,Mid_Level,13.67,438121,0.0862,400370,0.5437,217662,54,0.8115,0.8807,486.49,0.0872,0.8164,0.7692,0.79,high 2990,Mozambique,2023,remote,Infrastructure,Senior,32.13,304712,0.2867,217355,0.1342,29178,22,0.6229,0.6443,151.4,0.0624,0.4009,0.2025,0.4239,low 2991,Kenya,2023,capital,Infrastructure,Junior,53.87,1718887,0.0784,1584158,0.6807,1078355,40,0.6155,0.8556,470.29,0.0905,0.95,0.6963,0.7936,high 2992,Mozambique,2020,capital,Education,Mid_Level,29.66,261173,0.2024,208313,0.3218,67033,20,0.5651,0.6886,103.63,0.0709,0.3744,0.2152,0.4921,low 2993,South Africa,2018,urban,Education,Junior,59.11,3070140,0.1008,2760582,0.5827,1608594,74,0.6918,0.8712,368.09,0.087,0.95,0.6317,0.8443,high 2994,Mozambique,2025,rural,Agriculture,Junior,33.89,384902,0.3077,266477,0.1665,44373,12,0.5248,0.6057,108.2,0.071,0.4323,0.1952,0.3983,low 2995,Rwanda,2020,urban,Administration,Senior,12.73,424130,0.0835,388716,0.6013,233718,58,0.802,0.8757,872.7,0.0875,0.8407,0.5943,0.7993,high 2996,Rwanda,2024,urban,Health,Mid_Level,14.0,394587,0.0799,363053,0.6168,223941,82,0.95,0.8121,642.69,0.0884,0.95,0.7286,0.8789,high 2997,Mozambique,2018,rural,Health,Mid_Level,28.12,244094,0.2186,190732,0.21,40061,22,0.6098,0.6448,143.65,0.0711,0.3379,0.1683,0.4502,low 2998,Ghana,2025,capital,Security,Mid_Level,34.71,873483,0.094,791397,0.5835,461750,39,0.7404,0.7471,311.86,0.0524,0.5923,0.4718,0.6884,high 2999,Ethiopia,2018,urban,Health,Mid_Level,108.65,1413405,0.2559,1051700,0.2557,268915,13,0.5217,0.7116,125.97,0.0561,0.3665,0.1855,0.4444,low 3000,Tanzania,2023,urban,Security,Mid_Level,65.05,1004465,0.149,854826,0.4273,365286,21,0.6102,0.8066,265.42,0.064,0.6891,0.3719,0.5992,moderate 3001,South Africa,2019,urban,Education,Mid_Level,59.58,3361253,0.0962,3038062,0.7312,2221380,75,0.7117,0.8462,412.71,0.0948,0.928,0.702,0.8862,high 3002,Mozambique,2025,rural,Administration,Junior,33.89,311396,0.2625,229661,0.2086,47912,13,0.5423,0.6922,96.78,0.0628,0.3397,0.1608,0.4229,low 3003,Rwanda,2020,rural,Health,Junior,12.73,408188,0.0955,369196,0.434,160239,75,0.8979,0.9139,369.09,0.0862,0.9217,0.6122,0.8126,high 3004,Botswana,2021,rural,Justice,Mid_Level,2.49,101000,0.1232,88558,0.4989,44181,65,0.8612,0.9337,635.41,0.0876,0.937,0.6031,0.8005,high 3005,Rwanda,2025,urban,Education,Junior,14.34,473404,0.0704,440074,0.6486,285417,80,0.7667,0.9096,603.46,0.0695,0.8067,0.6761,0.8793,high 3006,Senegal,2019,urban,Administration,Junior,15.76,343543,0.1041,307781,0.4367,134415,30,0.5754,0.7895,296.78,0.0609,0.7279,0.3419,0.6336,moderate 3007,DRC,2022,remote,Security,Executive,98.59,608526,0.4973,305915,0.1029,31483,8,0.5091,0.6944,350.55,0.0541,0.4467,0.2113,0.3414,critical 3008,South Africa,2021,capital,Justice,Director,60.54,3440870,0.0901,3130935,0.7087,2218925,56,0.8118,0.8946,1476.48,0.0772,0.7803,0.7174,0.8286,high 3009,Nigeria,2023,capital,Justice,Junior,224.39,4810502,0.152,4079486,0.3989,1627125,34,0.6184,0.751,319.7,0.0701,0.6271,0.4335,0.6154,moderate 3010,Ghana,2022,rural,Education,Mid_Level,32.62,720582,0.1967,578863,0.4078,236036,32,0.6436,0.7318,198.37,0.0491,0.713,0.3663,0.6005,moderate 3011,Kenya,2022,remote,Health,Mid_Level,52.76,2098965,0.177,1727479,0.2857,493588,43,0.7249,0.7786,529.81,0.0715,0.95,0.6186,0.6583,high 3012,Tanzania,2021,rural,Health,Mid_Level,61.31,1256833,0.1959,1010599,0.2547,257364,33,0.5616,0.7303,202.25,0.0653,0.6042,0.3618,0.5533,moderate 3013,Senegal,2021,urban,Justice,Mid_Level,16.62,371714,0.0981,335266,0.5144,172448,30,0.5972,0.7114,319.03,0.0626,0.5644,0.3508,0.6273,moderate 3014,Uganda,2021,capital,Agriculture,Junior,44.58,340563,0.1873,276788,0.3929,108736,17,0.5462,0.8095,301.92,0.0662,0.717,0.3346,0.5705,moderate 3015,Ethiopia,2018,capital,Health,Senior,108.65,1123059,0.1933,906005,0.2883,261228,17,0.6196,0.6846,166.85,0.0702,0.4363,0.2121,0.4838,low 3016,South Africa,2022,urban,Security,Director,61.02,3055737,0.1095,2721285,0.5979,1626946,77,0.8178,0.9295,1338.03,0.0734,0.9336,0.5604,0.8534,high 3017,Tanzania,2021,urban,Agriculture,Junior,61.31,1088806,0.1595,915191,0.362,331307,33,0.6393,0.7693,190.64,0.0515,0.6954,0.4641,0.6145,moderate 3018,DRC,2022,capital,Social_Services,Director,98.59,621735,0.1956,500133,0.2279,113958,15,0.5082,0.6072,336.32,0.061,0.3555,0.2093,0.4431,low 3019,Tanzania,2025,remote,Health,Senior,69.01,1289470,0.2095,1019348,0.1918,195471,34,0.5461,0.7027,413.53,0.0662,0.6045,0.4379,0.5402,moderate 3020,Rwanda,2024,rural,Justice,Junior,14.0,469430,0.1033,420923,0.4278,180055,53,0.7314,0.7927,514.3,0.0701,0.95,0.5431,0.7318,high 3021,Kenya,2022,urban,Education,Director,52.76,1861335,0.104,1667812,0.5625,938108,61,0.8327,0.8352,1600.52,0.0689,0.95,0.6567,0.8031,high 3022,Uganda,2019,rural,Health,Senior,41.86,366623,0.2676,268531,0.2392,64225,28,0.6768,0.7823,344.71,0.0596,0.6184,0.4559,0.5377,moderate 3023,Ethiopia,2020,urban,Education,Junior,114.15,1420329,0.2498,1065599,0.3224,343591,11,0.4701,0.6322,142.33,0.0698,0.3512,0.1829,0.4439,low 3024,Mozambique,2025,rural,Finance,Junior,33.89,299551,0.2267,231642,0.197,45627,20,0.5566,0.6638,95.23,0.0485,0.3432,0.1685,0.4433,low 3025,Nigeria,2025,capital,Health,Senior,235.75,4526390,0.1236,3967151,0.4287,1700877,23,0.5174,0.777,361.5,0.0516,0.707,0.3231,0.6034,moderate 3026,Mozambique,2021,capital,Health,Mid_Level,30.47,273159,0.1483,232657,0.279,64914,21,0.5815,0.5954,105.91,0.0587,0.3644,0.187,0.4796,low 3027,Botswana,2022,remote,Social_Services,Junior,2.52,123286,0.1408,105927,0.4099,43415,72,0.8303,0.8266,563.96,0.0821,0.9424,0.6622,0.7817,high 3028,Ethiopia,2018,rural,Health,Junior,108.65,1294246,0.283,928018,0.1798,166849,11,0.5383,0.7108,119.02,0.0665,0.3833,0.1753,0.4142,low 3029,Mozambique,2018,urban,Administration,Junior,28.12,270156,0.2171,211494,0.2757,58307,19,0.548,0.7079,109.38,0.055,0.4301,0.2348,0.4848,low 3030,Ethiopia,2025,rural,Social_Services,Junior,129.15,1730661,0.3244,1169297,0.2017,235858,12,0.5907,0.641,154.46,0.0685,0.424,0.1867,0.4066,low 3031,DRC,2023,rural,Finance,Junior,101.74,653554,0.3084,452013,0.1388,62745,8,0.5044,0.6513,86.76,0.0615,0.4363,0.2078,0.3897,low 3032,Kenya,2022,capital,Finance,Mid_Level,52.76,2048888,0.0968,1850494,0.615,1138055,42,0.7096,0.9266,637.37,0.0959,0.8424,0.7376,0.7815,high 3033,Uganda,2018,capital,Security,Junior,40.56,313626,0.1352,271212,0.3417,92660,18,0.5813,0.7248,259.58,0.0636,0.5532,0.4556,0.5562,moderate 3034,Ghana,2018,remote,ICT,Director,30.01,759844,0.2327,583064,0.2462,143546,47,0.5896,0.7577,610.45,0.0671,0.6978,0.3728,0.5916,moderate 3035,Mozambique,2019,rural,ICT,Junior,28.88,309023,0.2705,225436,0.1766,39821,12,0.5848,0.6022,145.26,0.0544,0.4008,0.1827,0.4052,low 3036,DRC,2023,capital,Education,Mid_Level,101.74,626115,0.2311,481400,0.2045,98433,8,0.4901,0.5899,99.88,0.0494,0.3932,0.1684,0.408,low 3037,Senegal,2021,rural,Justice,Mid_Level,16.62,314119,0.1534,265927,0.3081,81933,34,0.7139,0.7648,316.09,0.053,0.6048,0.3438,0.5833,moderate 3038,Tanzania,2018,capital,Administration,Mid_Level,56.11,1142980,0.1411,981662,0.4688,460165,33,0.5873,0.8035,277.0,0.0624,0.6731,0.465,0.6487,moderate 3039,Mozambique,2025,capital,Health,Junior,33.89,370447,0.1503,314762,0.2944,92674,16,0.6338,0.6916,120.56,0.0571,0.4291,0.1795,0.4906,low 3040,Mozambique,2022,remote,Agriculture,Director,31.29,307433,0.3534,198793,0.1589,31598,20,0.6506,0.6932,224.0,0.0542,0.4183,0.2312,0.4203,low 3041,Nigeria,2024,urban,Security,Mid_Level,230.0,4513491,0.163,3777679,0.4915,1856909,30,0.5632,0.7506,201.36,0.0645,0.7284,0.4281,0.6354,moderate 3042,Rwanda,2025,rural,Finance,Mid_Level,14.34,434281,0.0965,392387,0.3835,150463,84,0.7224,0.7997,486.16,0.0956,0.8573,0.7266,0.8101,high 3043,South Africa,2021,capital,Health,Junior,60.54,3128236,0.1022,2808680,0.7286,2046434,44,0.6322,0.769,611.57,0.0767,0.933,0.7047,0.7957,high 3044,Senegal,2020,capital,Agriculture,Director,16.18,397893,0.0931,360861,0.4642,167504,30,0.5726,0.8197,450.5,0.0526,0.558,0.4566,0.6422,moderate 3045,South Africa,2021,capital,Education,Junior,60.54,2830757,0.1254,2475725,0.7433,1840190,64,0.7498,0.8483,581.61,0.0657,0.95,0.6631,0.853,high 3046,Uganda,2020,capital,Social_Services,Director,43.2,303690,0.1458,259408,0.4096,106241,26,0.6024,0.814,764.89,0.051,0.5803,0.3337,0.5944,moderate 3047,Ethiopia,2025,rural,Administration,Mid_Level,129.15,1657666,0.2499,1243386,0.1836,228328,18,0.569,0.7142,107.26,0.0629,0.3985,0.1654,0.442,low 3048,Ghana,2022,remote,Finance,Mid_Level,32.62,864524,0.2336,662588,0.2999,198683,36,0.6332,0.746,320.35,0.0703,0.6739,0.3655,0.5724,moderate 3049,Ethiopia,2025,capital,Health,Junior,129.15,1635955,0.1609,1372692,0.2945,404239,17,0.5951,0.596,98.53,0.0654,0.3451,0.1608,0.4659,low 3050,Nigeria,2025,rural,Finance,Mid_Level,235.75,4955724,0.2096,3916894,0.3268,1280022,33,0.5712,0.7386,220.69,0.0671,0.7026,0.4497,0.5878,moderate 3051,Kenya,2021,urban,Security,Junior,51.68,2067835,0.0899,1881911,0.5784,1088406,62,0.8034,0.8503,472.5,0.0844,0.8924,0.6739,0.8113,high 3052,Nigeria,2024,capital,Security,Junior,230.0,4922934,0.1237,4313904,0.4671,2014894,25,0.5679,0.7693,239.68,0.0597,0.7473,0.3395,0.6224,moderate 3053,Nigeria,2021,urban,Social_Services,Junior,213.58,4135525,0.1777,3400478,0.4329,1472096,36,0.5598,0.7181,258.66,0.0509,0.6464,0.3228,0.6084,moderate 3054,Senegal,2022,remote,Administration,Junior,17.07,319523,0.2202,249177,0.2546,63448,34,0.6961,0.734,238.02,0.0684,0.6484,0.4377,0.5623,moderate 3055,Botswana,2025,urban,Administration,Junior,2.64,134059,0.0813,123155,0.6317,77793,76,0.9058,0.8956,572.04,0.0951,0.9257,0.7508,0.8796,high 3056,Kenya,2018,capital,Education,Director,48.55,1544819,0.0801,1421122,0.5371,763214,39,0.6723,0.7816,1549.4,0.0923,0.9434,0.623,0.7356,high 3057,Botswana,2025,urban,Education,Junior,2.64,113879,0.091,103514,0.6661,68946,80,0.8511,0.8079,470.62,0.0871,0.8396,0.5438,0.8533,high 3058,Rwanda,2023,urban,Health,Mid_Level,13.67,417577,0.0613,391996,0.6531,255994,74,0.6827,0.9115,525.58,0.0948,0.8503,0.6273,0.8674,high 3059,Nigeria,2023,remote,Social_Services,Mid_Level,224.39,4885672,0.22,3811027,0.2497,951755,31,0.5817,0.7108,218.24,0.0509,0.6058,0.3314,0.5353,moderate 3060,Ethiopia,2023,rural,Health,Mid_Level,122.93,1332630,0.2934,941638,0.2342,220545,17,0.5823,0.661,88.62,0.0582,0.3674,0.198,0.4334,low 3061,Tanzania,2025,rural,Agriculture,Mid_Level,69.01,1328113,0.1816,1086960,0.3232,351310,28,0.6557,0.6767,255.69,0.0567,0.5633,0.4234,0.5556,moderate 3062,Uganda,2025,rural,Health,Junior,50.57,385736,0.2256,298696,0.2232,66654,16,0.5378,0.695,204.2,0.0689,0.7463,0.4487,0.5131,moderate 3063,Uganda,2019,capital,Agriculture,Senior,41.86,350696,0.1884,284620,0.3885,110568,29,0.669,0.6826,344.41,0.0614,0.5962,0.3845,0.573,moderate 3064,Senegal,2023,rural,Social_Services,Junior,17.53,434305,0.1404,373309,0.3748,139905,28,0.6134,0.8148,216.62,0.0684,0.6502,0.3872,0.6045,moderate 3065,South Africa,2023,capital,Security,Junior,61.51,3466143,0.1111,3081022,0.6262,1929195,45,0.7019,0.7857,537.53,0.096,0.8071,0.6432,0.7541,high 3066,Senegal,2025,remote,Health,Senior,18.49,374792,0.2076,296969,0.2387,70899,27,0.6027,0.7014,357.94,0.0575,0.7403,0.4067,0.5452,moderate 3067,Ghana,2023,capital,ICT,Mid_Level,33.3,726428,0.1169,641511,0.5162,331155,32,0.5935,0.7426,218.07,0.0667,0.5874,0.3427,0.6342,moderate 3068,Mozambique,2018,urban,Health,Junior,28.12,263902,0.2403,200483,0.2196,44032,13,0.5658,0.6497,91.51,0.0695,0.4104,0.1996,0.4358,low 3069,Kenya,2022,rural,Health,Director,52.76,1632031,0.1239,1429804,0.3845,549757,57,0.8022,0.8698,1042.98,0.0889,0.95,0.5619,0.7393,high 3070,Senegal,2020,urban,Security,Junior,16.18,307983,0.1164,272122,0.4984,135626,28,0.6272,0.7955,179.32,0.0561,0.6116,0.4357,0.6396,moderate 3071,Senegal,2023,rural,Infrastructure,Junior,17.53,377850,0.1449,323094,0.3495,112936,41,0.6556,0.7708,201.65,0.0618,0.6945,0.4422,0.633,moderate 3072,Rwanda,2025,remote,Infrastructure,Senior,14.34,460675,0.1272,402058,0.2814,113145,96,0.95,0.8531,680.0,0.0676,0.7886,0.7289,0.8083,high 3073,Botswana,2021,urban,Education,Mid_Level,2.49,120575,0.1021,108268,0.6856,74227,59,0.6426,0.9102,606.07,0.0753,0.8301,0.6951,0.8324,high 3074,South Africa,2024,rural,Health,Executive,62.0,3329888,0.1665,2775405,0.4042,1121717,42,0.5931,0.8315,2533.73,0.0873,0.95,0.6968,0.7038,high 3075,Rwanda,2018,rural,Security,Senior,12.14,369127,0.0905,335705,0.4673,156873,86,0.8476,0.7811,711.2,0.0909,0.8564,0.7102,0.833,high 3076,Ghana,2020,urban,Education,Junior,31.29,747271,0.1373,644692,0.4857,313115,32,0.6658,0.7523,240.38,0.0671,0.627,0.4071,0.6334,moderate 3077,DRC,2018,urban,Education,Senior,86.92,446576,0.2722,325033,0.231,75078,10,0.5006,0.6064,155.93,0.0699,0.3366,0.1965,0.409,low 3078,Botswana,2020,rural,Education,Junior,2.45,95628,0.1369,82535,0.5024,41468,50,0.7529,0.8976,488.34,0.0953,0.8352,0.7395,0.7585,high 3079,DRC,2024,rural,Infrastructure,Junior,105.0,560677,0.3256,378108,0.1756,66383,9,0.532,0.5934,105.54,0.0569,0.4442,0.1754,0.3859,low 3080,Ethiopia,2018,capital,Infrastructure,Mid_Level,108.65,1184828,0.1762,976054,0.295,287979,10,0.5914,0.6855,107.06,0.0618,0.3699,0.1621,0.4607,low 3081,Rwanda,2022,rural,Education,Junior,13.35,372212,0.0947,336957,0.4325,145750,86,0.7678,0.8851,639.36,0.0698,0.9121,0.6139,0.8348,high 3082,Nigeria,2022,remote,Administration,Junior,218.92,4716376,0.2637,3472728,0.2531,878929,36,0.6849,0.6841,211.79,0.0669,0.5563,0.4029,0.5359,moderate 3083,Senegal,2022,rural,Social_Services,Junior,17.07,395691,0.1688,328915,0.2934,96505,32,0.6561,0.7264,230.58,0.0505,0.7035,0.3579,0.5763,moderate 3084,Kenya,2021,urban,Health,Junior,51.68,1620020,0.0844,1483307,0.5473,811871,52,0.694,0.7772,455.11,0.0653,0.842,0.5421,0.7507,high 3085,Uganda,2019,urban,Administration,Junior,41.86,358066,0.1545,302743,0.3399,102900,21,0.5154,0.7705,196.85,0.0672,0.6678,0.4386,0.5751,moderate 3086,South Africa,2019,urban,Security,Mid_Level,59.58,3283023,0.1156,2903648,0.6767,1965030,65,0.7143,0.9149,569.72,0.0662,0.7838,0.7062,0.839,high 3087,Botswana,2023,remote,Security,Junior,2.56,99434,0.1489,84627,0.374,31649,85,0.8925,0.918,576.97,0.0851,0.9272,0.6708,0.8163,high 3088,Nigeria,2022,rural,Education,Director,218.92,4456490,0.2047,3544049,0.285,1009884,25,0.6151,0.6978,438.74,0.0542,0.6118,0.4706,0.5455,moderate 3089,Tanzania,2022,urban,ICT,Junior,63.15,1293010,0.1631,1082152,0.4232,457977,27,0.6667,0.7236,230.18,0.053,0.6023,0.3418,0.5855,moderate 3090,South Africa,2024,capital,Finance,Junior,62.0,3175269,0.121,2790964,0.7696,2147969,65,0.8031,0.9016,465.51,0.0784,0.8403,0.5819,0.8521,high 3091,Ethiopia,2025,rural,Finance,Junior,129.15,1662687,0.3467,1086157,0.2346,254843,16,0.589,0.6007,90.17,0.0544,0.3975,0.2331,0.4151,low 3092,Kenya,2024,urban,Education,Junior,55.0,1942423,0.1062,1736181,0.6206,1077444,64,0.7609,0.8769,636.17,0.0856,0.8191,0.605,0.8125,high 3093,DRC,2018,capital,Infrastructure,Mid_Level,86.92,472843,0.2079,374551,0.2225,83347,14,0.5033,0.5894,128.92,0.0606,0.3318,0.2212,0.4324,low 3094,Mozambique,2021,rural,Security,Junior,30.47,274723,0.2648,201966,0.1688,34086,13,0.523,0.6405,145.19,0.0623,0.4402,0.1966,0.4182,low 3095,Botswana,2021,urban,Health,Junior,2.49,97378,0.0954,88090,0.6553,57725,48,0.7444,0.8083,618.06,0.0903,0.8564,0.5813,0.775,high 3096,Nigeria,2025,rural,Administration,Junior,235.75,4854088,0.1904,3929879,0.3003,1180043,22,0.6318,0.7538,293.8,0.0508,0.747,0.3758,0.5578,moderate 3097,Mozambique,2025,rural,Health,Senior,33.89,345077,0.2353,263870,0.1696,44761,22,0.6759,0.6599,146.21,0.0562,0.3563,0.2086,0.4441,low 3098,Uganda,2021,urban,Social_Services,Director,44.58,324236,0.1825,265053,0.3614,95794,19,0.559,0.6834,452.96,0.0669,0.6186,0.4332,0.5499,moderate 3099,DRC,2018,rural,Security,Senior,86.92,475294,0.3429,312329,0.1748,54587,9,0.4757,0.6298,230.26,0.0518,0.3455,0.2398,0.3835,low 3100,Mozambique,2021,capital,Infrastructure,Junior,30.47,297848,0.146,254375,0.2863,72828,19,0.4902,0.6517,152.04,0.0576,0.4432,0.2371,0.4984,low 3101,DRC,2019,rural,Social_Services,Mid_Level,89.7,580198,0.3039,403893,0.1756,70912,10,0.5635,0.7,109.88,0.0613,0.4123,0.2343,0.4126,low 3102,Rwanda,2021,urban,Health,Junior,13.04,334997,0.0749,309908,0.6088,188683,56,0.6547,0.8103,617.38,0.0672,0.9072,0.7252,0.8083,high 3103,Kenya,2024,rural,Education,Junior,55.0,1727436,0.1396,1486248,0.3906,580539,47,0.621,0.8389,450.36,0.0754,0.7827,0.6403,0.6984,high 3104,Nigeria,2018,urban,Security,Mid_Level,198.33,3545875,0.1648,2961375,0.4178,1237194,27,0.5439,0.8241,233.9,0.059,0.5709,0.4281,0.6043,moderate 3105,Nigeria,2020,rural,Health,Junior,208.37,4474493,0.2013,3573935,0.2684,959276,35,0.7294,0.7315,268.24,0.0569,0.6607,0.4382,0.5739,moderate 3106,Nigeria,2023,urban,Education,Mid_Level,224.39,4702543,0.1622,3939822,0.3811,1501630,27,0.6526,0.697,307.51,0.0592,0.7068,0.3745,0.5849,moderate 3107,Mozambique,2020,remote,Agriculture,Junior,29.66,337370,0.3192,229688,0.1493,34281,13,0.6108,0.7097,111.57,0.0515,0.3967,0.1729,0.4034,low 3108,Mozambique,2021,rural,Health,Director,30.47,323440,0.2539,241323,0.1825,44033,21,0.5798,0.7133,221.19,0.0545,0.3922,0.1709,0.4479,low 3109,Rwanda,2020,urban,Education,Junior,12.73,355441,0.063,333056,0.5458,181786,55,0.8177,0.7924,350.38,0.0946,0.95,0.5894,0.781,high 3110,Ghana,2025,remote,Justice,Mid_Level,34.71,889906,0.2494,667974,0.2701,180450,44,0.5974,0.7801,323.43,0.0482,0.6028,0.4456,0.587,moderate 3111,Senegal,2023,rural,ICT,Junior,17.53,405843,0.1597,341014,0.3034,103471,27,0.6354,0.7732,265.01,0.0591,0.6865,0.3715,0.5752,moderate 3112,Rwanda,2019,urban,Agriculture,Senior,12.43,363642,0.0836,333246,0.6759,225228,71,0.794,0.9197,660.11,0.0871,0.9311,0.6276,0.8694,high 3113,Senegal,2024,capital,Health,Junior,18.0,440700,0.0945,399056,0.5268,210203,27,0.6063,0.7534,211.81,0.0573,0.6035,0.3361,0.6325,moderate 3114,Senegal,2021,rural,Health,Junior,16.62,361490,0.1774,297376,0.3438,102242,41,0.6689,0.7955,189.44,0.0615,0.6213,0.4365,0.6192,moderate 3115,Tanzania,2025,rural,Health,Mid_Level,69.01,1333145,0.15,1133112,0.2623,297269,29,0.5818,0.6843,308.41,0.0709,0.6253,0.4789,0.5636,moderate 3116,Rwanda,2024,urban,Justice,Director,14.0,448642,0.0707,416929,0.5453,227346,71,0.7103,0.7687,1216.96,0.0745,0.7995,0.7466,0.8161,high 3117,DRC,2018,rural,Agriculture,Executive,86.92,482997,0.3005,337879,0.162,54720,12,0.5993,0.6075,422.58,0.0481,0.4159,0.186,0.3967,low 3118,Uganda,2019,rural,Education,Junior,41.86,308381,0.2873,219797,0.2674,58782,22,0.5865,0.8245,179.72,0.0519,0.7213,0.4056,0.5364,moderate 3119,Ethiopia,2025,rural,Security,Mid_Level,129.15,1325397,0.342,872135,0.2094,182655,10,0.493,0.6305,104.61,0.0487,0.3643,0.2317,0.396,low 3120,Uganda,2022,urban,Health,Senior,46.01,392177,0.1514,332809,0.4104,136590,19,0.5349,0.7202,478.89,0.0682,0.6768,0.3991,0.5779,moderate 3121,DRC,2020,urban,Education,Senior,92.57,585631,0.2426,443553,0.2463,109229,9,0.4679,0.6329,232.04,0.0486,0.341,0.1873,0.4212,low 3122,Botswana,2025,urban,Security,Senior,2.64,124831,0.0737,115627,0.614,70998,57,0.7926,0.9013,601.61,0.0761,0.8117,0.643,0.8082,high 3123,Uganda,2020,remote,Education,Junior,43.2,347719,0.3663,220347,0.1874,41285,26,0.5889,0.7603,250.35,0.069,0.6633,0.3807,0.4887,low 3124,South Africa,2024,capital,Education,Junior,62.0,3353953,0.1206,2949391,0.7133,2103900,58,0.6365,0.9299,438.66,0.0681,0.95,0.7515,0.8528,high 3125,Ghana,2020,urban,Justice,Junior,31.29,896457,0.1171,791457,0.4975,393719,27,0.5254,0.6917,223.17,0.0701,0.653,0.3721,0.6189,moderate 3126,DRC,2021,urban,Security,Mid_Level,95.53,552309,0.2708,402765,0.2075,83585,14,0.5724,0.6113,95.75,0.0541,0.4389,0.2259,0.4274,low 3127,Rwanda,2025,rural,Administration,Junior,14.34,445548,0.0964,402585,0.4846,195097,97,0.95,0.8979,614.28,0.0671,0.905,0.7104,0.8858,high 3128,Ethiopia,2022,rural,Education,Junior,119.93,1621513,0.3215,1100142,0.2151,236623,11,0.4806,0.6412,93.05,0.0516,0.341,0.1835,0.3995,low 3129,Rwanda,2018,rural,Agriculture,Mid_Level,12.14,417502,0.1001,375722,0.4852,182315,61,0.6915,0.8208,647.1,0.093,0.896,0.7396,0.7855,high 3130,Tanzania,2019,rural,Health,Mid_Level,57.79,953625,0.1911,771350,0.285,219810,27,0.5462,0.751,222.46,0.0515,0.6501,0.3421,0.5528,moderate 3131,Botswana,2021,urban,Infrastructure,Mid_Level,2.49,99623,0.0804,91612,0.6981,63952,81,0.715,0.7804,589.08,0.0749,0.8436,0.5797,0.8663,high 3132,Nigeria,2025,urban,Health,Junior,235.75,4376433,0.1366,3778491,0.4906,1853703,29,0.6513,0.8098,205.84,0.0511,0.6033,0.434,0.6362,moderate 3133,Kenya,2021,urban,Health,Junior,51.68,1758226,0.0813,1615310,0.622,1004646,66,0.8616,0.8441,436.06,0.0795,0.8019,0.7654,0.8335,high 3134,Senegal,2023,urban,Justice,Junior,17.53,414676,0.1089,369498,0.5076,187542,42,0.632,0.7577,210.69,0.0672,0.6484,0.4774,0.6809,high 3135,Uganda,2025,urban,Health,Mid_Level,50.57,382461,0.1704,317297,0.3623,114969,23,0.5987,0.7191,198.31,0.0524,0.6929,0.3949,0.5721,moderate 3136,Botswana,2021,remote,Administration,Junior,2.49,121880,0.1322,105770,0.3994,42241,54,0.6398,0.9247,517.49,0.0752,0.95,0.5954,0.745,high 3137,Nigeria,2018,urban,Security,Mid_Level,198.33,3935280,0.1581,3312952,0.4328,1433821,27,0.5319,0.6987,283.64,0.0674,0.6296,0.3727,0.5912,moderate 3138,Mozambique,2022,capital,Agriculture,Mid_Level,31.29,307425,0.1435,263320,0.3181,83763,14,0.4914,0.6352,140.07,0.0664,0.3914,0.2039,0.4835,low 3139,Ghana,2021,capital,Education,Junior,31.94,811668,0.1191,714978,0.6259,447486,37,0.6814,0.8191,216.8,0.0589,0.6931,0.4104,0.7024,high 3140,Senegal,2025,rural,Administration,Junior,18.49,443724,0.1339,384327,0.2878,110603,25,0.6145,0.7186,196.59,0.0631,0.6477,0.3809,0.5616,moderate 3141,Kenya,2022,rural,Security,Mid_Level,52.76,2025336,0.1443,1733135,0.4006,694225,41,0.5873,0.8736,630.89,0.0652,0.9093,0.5705,0.6956,high 3142,Rwanda,2022,rural,Justice,Executive,13.35,398684,0.1074,355870,0.489,174027,83,0.9479,0.8067,1561.97,0.0688,0.95,0.5337,0.8223,high 3143,DRC,2024,rural,Security,Mid_Level,105.0,615711,0.2884,438119,0.1615,70745,15,0.4803,0.6145,146.96,0.0497,0.3327,0.2302,0.4042,low 3144,Ghana,2024,urban,ICT,Mid_Level,34.0,752870,0.124,659506,0.5553,366233,41,0.6811,0.7375,212.21,0.0627,0.5825,0.4496,0.6742,high 3145,Kenya,2019,capital,Health,Senior,49.57,1718249,0.0806,1579766,0.628,992040,55,0.8022,0.8234,609.2,0.0918,0.9047,0.6707,0.8054,high 3146,Senegal,2019,remote,Administration,Junior,15.76,296714,0.1532,251243,0.2348,58990,32,0.6153,0.7603,213.61,0.053,0.7425,0.3649,0.5752,moderate 3147,Senegal,2025,rural,Health,Mid_Level,18.49,465932,0.1717,385911,0.3132,120861,24,0.5889,0.6898,219.65,0.07,0.6799,0.4453,0.5614,moderate 3148,Mozambique,2022,capital,Health,Senior,31.29,306241,0.1792,251362,0.2538,63783,16,0.5018,0.6116,222.0,0.0652,0.4312,0.2299,0.4665,low 3149,Ghana,2022,urban,Infrastructure,Junior,32.62,893021,0.1413,766879,0.5018,384782,34,0.5735,0.6863,223.75,0.0705,0.5659,0.4719,0.6319,moderate 3150,Rwanda,2022,urban,Health,Junior,13.35,405885,0.0786,373989,0.5887,220176,65,0.649,0.8103,564.45,0.0834,0.8167,0.7263,0.8159,high 3151,Ethiopia,2019,rural,Infrastructure,Mid_Level,111.37,1169213,0.3223,792328,0.2218,175753,12,0.4884,0.6823,113.96,0.0635,0.3326,0.1747,0.4079,low 3152,Mozambique,2023,capital,Health,Junior,32.13,353366,0.1682,293930,0.2833,83280,18,0.5501,0.5972,102.49,0.0518,0.4379,0.2192,0.4791,low 3153,Botswana,2024,rural,Health,Mid_Level,2.6,116370,0.1305,101181,0.5681,57477,61,0.7674,0.8168,618.14,0.0721,0.8694,0.7509,0.7964,high 3154,Uganda,2018,urban,Agriculture,Mid_Level,40.56,287509,0.1542,243179,0.3486,84762,21,0.6616,0.7883,264.8,0.053,0.7283,0.351,0.5773,moderate 3155,Kenya,2025,remote,ICT,Junior,56.15,1751676,0.1656,1461575,0.3048,445454,48,0.7037,0.8822,449.64,0.0747,0.9401,0.5385,0.685,high 3156,Botswana,2023,rural,Administration,Senior,2.56,115504,0.1352,99889,0.4979,49729,79,0.7092,0.8855,562.85,0.0649,0.9106,0.5511,0.8172,high 3157,Rwanda,2020,rural,Infrastructure,Mid_Level,12.73,414481,0.1,373031,0.5004,186679,61,0.6514,0.8191,578.75,0.0671,0.9009,0.6685,0.7824,high 3158,Rwanda,2024,rural,Education,Junior,14.0,443179,0.1153,392077,0.3933,154220,85,0.7739,0.7957,451.27,0.0894,0.95,0.6445,0.8108,high 3159,DRC,2023,urban,Education,Senior,101.74,528746,0.2924,374128,0.2331,87205,13,0.5634,0.6903,129.05,0.0622,0.362,0.2111,0.4285,low 3160,Ghana,2023,capital,Health,Mid_Level,33.3,942553,0.1193,830085,0.5434,451072,47,0.7538,0.7849,240.61,0.0598,0.6041,0.4507,0.6967,high 3161,Botswana,2020,rural,Administration,Mid_Level,2.45,98876,0.0953,89458,0.5251,46978,56,0.6239,0.8234,524.64,0.0816,0.8192,0.677,0.7706,high 3162,Uganda,2021,urban,Administration,Junior,44.58,359635,0.1643,300537,0.3235,97216,23,0.6221,0.7659,313.52,0.0671,0.5912,0.4217,0.5635,moderate 3163,South Africa,2022,urban,Finance,Director,61.02,3198859,0.1336,2771637,0.6399,1773547,70,0.7556,0.7651,1249.89,0.0815,0.8051,0.6929,0.8162,high 3164,Nigeria,2024,remote,Education,Junior,230.0,5094571,0.3148,3490675,0.2026,707186,22,0.5094,0.7444,292.68,0.0502,0.6868,0.3474,0.492,low 3165,Ethiopia,2018,rural,Agriculture,Junior,108.65,1234262,0.2768,892582,0.2348,209564,18,0.5767,0.7102,125.88,0.0504,0.3885,0.2316,0.453,low 3166,South Africa,2023,remote,Infrastructure,Director,61.51,3520637,0.2253,2727604,0.4028,1098543,52,0.7352,0.8086,1515.42,0.0827,0.8215,0.6295,0.6908,high 3167,Nigeria,2019,urban,Health,Director,203.29,4183575,0.1884,3395340,0.387,1314043,27,0.6867,0.7788,463.76,0.0692,0.5893,0.3619,0.5791,moderate 3168,DRC,2023,rural,Security,Junior,101.74,564566,0.3152,386640,0.1513,58512,8,0.56,0.7009,155.26,0.0672,0.3552,0.2009,0.3898,low 3169,Uganda,2025,capital,Education,Junior,50.57,417842,0.1983,334966,0.388,129954,23,0.6168,0.8027,217.95,0.063,0.7329,0.4702,0.5956,moderate 3170,DRC,2021,capital,Administration,Director,95.53,503936,0.1865,409957,0.2119,86868,13,0.5193,0.6162,353.93,0.0539,0.4439,0.1951,0.4452,low 3171,South Africa,2021,remote,Health,Junior,60.54,3144444,0.2064,2495280,0.3518,877962,76,0.923,0.7719,399.64,0.0817,0.95,0.5928,0.7464,high 3172,Tanzania,2020,capital,ICT,Junior,59.53,1092269,0.0997,983379,0.4501,442641,25,0.6118,0.687,188.66,0.0502,0.7154,0.4359,0.6183,moderate 3173,DRC,2019,urban,Finance,Junior,89.7,593089,0.2382,451824,0.2255,101873,13,0.6206,0.6815,86.48,0.0517,0.3836,0.1674,0.4366,low 3174,Uganda,2021,remote,Education,Mid_Level,44.58,330968,0.2563,246139,0.1715,42214,17,0.5338,0.8191,268.1,0.051,0.5662,0.4753,0.4983,low 3175,Ghana,2019,urban,Social_Services,Mid_Level,30.64,703288,0.1343,608844,0.4812,292981,39,0.5766,0.807,264.32,0.0481,0.6615,0.3779,0.6592,high 3176,Mozambique,2025,capital,Education,Senior,33.89,310973,0.1658,259411,0.3036,78769,20,0.5556,0.6458,185.65,0.0693,0.4089,0.2074,0.493,low 3177,Tanzania,2024,urban,Finance,Mid_Level,67.0,1171222,0.1374,1010249,0.3596,363290,28,0.6377,0.8034,187.81,0.0696,0.5693,0.4392,0.5969,moderate 3178,Nigeria,2022,urban,Administration,Mid_Level,218.92,3754100,0.1588,3157959,0.4332,1367956,34,0.609,0.6861,227.42,0.0625,0.6587,0.4555,0.6179,moderate 3179,Ghana,2020,rural,ICT,Junior,31.29,767201,0.2012,612831,0.3252,199273,39,0.6305,0.6819,289.12,0.0528,0.7265,0.3869,0.5921,moderate 3180,Botswana,2019,capital,Social_Services,Junior,2.41,100665,0.0705,93565,0.7675,71809,57,0.8231,0.7734,396.76,0.0777,0.8304,0.7224,0.838,high 3181,Rwanda,2025,urban,Social_Services,Senior,14.34,386034,0.0628,361774,0.6238,225692,96,0.95,0.8698,574.92,0.089,0.95,0.7628,0.932,high 3182,Rwanda,2023,capital,Agriculture,Junior,13.67,400482,0.0708,372138,0.7338,273059,86,0.723,0.79,458.96,0.0859,0.9466,0.651,0.909,high 3183,Ghana,2021,rural,Health,Mid_Level,31.94,872533,0.1527,739292,0.3315,245064,41,0.5994,0.7482,313.42,0.0495,0.7298,0.3505,0.6175,moderate 3184,Ghana,2021,capital,Security,Executive,31.94,751208,0.131,652779,0.5837,381006,47,0.7235,0.7773,1266.25,0.0655,0.7178,0.3655,0.7056,high 3185,Ethiopia,2019,rural,Education,Junior,111.37,1478945,0.3094,1021337,0.2357,240727,13,0.5157,0.6128,154.3,0.0583,0.4391,0.1876,0.4187,low 3186,Tanzania,2020,rural,Agriculture,Mid_Level,59.53,1052298,0.1823,860444,0.3204,275701,21,0.5053,0.6759,249.25,0.0676,0.6833,0.4785,0.5546,moderate 3187,Mozambique,2022,rural,Agriculture,Senior,31.29,267319,0.2652,196426,0.1822,35791,22,0.5328,0.5883,194.22,0.063,0.3689,0.2032,0.4297,low 3188,Ethiopia,2022,urban,Finance,Junior,119.93,1556156,0.2107,1228233,0.2985,366607,14,0.4997,0.6761,114.05,0.0524,0.4407,0.2315,0.4756,low 3189,Tanzania,2023,rural,Security,Junior,65.05,1087607,0.1916,879215,0.3122,274461,26,0.6757,0.7333,231.47,0.0582,0.6898,0.3244,0.5566,moderate 3190,Botswana,2020,rural,Infrastructure,Junior,2.45,115418,0.1365,99666,0.5,49829,77,0.7349,0.8454,437.39,0.0958,0.8332,0.7663,0.8201,high 3191,South Africa,2021,urban,Infrastructure,Junior,60.54,2957104,0.1138,2620690,0.6908,1810467,67,0.8826,0.78,577.79,0.0702,0.913,0.5711,0.8272,high 3192,Nigeria,2025,urban,Finance,Junior,235.75,4642794,0.133,4025423,0.4527,1822329,31,0.549,0.6904,218.94,0.0594,0.5959,0.341,0.6047,moderate 3193,Senegal,2018,urban,Security,Mid_Level,15.34,315514,0.1107,280585,0.4752,133343,30,0.709,0.7789,261.76,0.0599,0.6484,0.3667,0.6345,moderate 3194,Nigeria,2018,rural,Administration,Executive,198.33,3852297,0.2475,2898860,0.3309,959351,28,0.6888,0.8203,1020.36,0.0667,0.7039,0.4174,0.576,moderate 3195,Senegal,2021,capital,ICT,Junior,16.62,325534,0.0958,294363,0.484,142473,28,0.5345,0.8099,251.99,0.0713,0.7237,0.399,0.6508,high 3196,Nigeria,2021,urban,ICT,Mid_Level,213.58,4708176,0.188,3822877,0.3935,1504194,37,0.7052,0.7432,317.32,0.0622,0.6293,0.3456,0.6028,moderate 3197,Ethiopia,2023,rural,Education,Junior,122.93,1278211,0.3007,893810,0.2142,191493,18,0.4907,0.6006,86.27,0.0707,0.3915,0.1797,0.4206,low 3198,Ghana,2018,capital,Security,Mid_Level,30.01,803121,0.1015,721619,0.5361,386858,40,0.603,0.7181,196.24,0.0651,0.666,0.3911,0.6721,high 3199,Mozambique,2022,capital,Social_Services,Senior,31.29,283028,0.2068,224484,0.2719,61030,17,0.5733,0.6881,143.71,0.0544,0.4411,0.235,0.4796,low 3200,Ethiopia,2024,capital,Agriculture,Junior,126.0,1321824,0.1627,1106732,0.3454,382265,11,0.5067,0.6046,125.41,0.0662,0.3625,0.2226,0.4724,low 3201,Kenya,2019,urban,Education,Mid_Level,49.57,1985376,0.1035,1779986,0.5215,928277,67,0.8098,0.8422,624.88,0.0884,0.95,0.5722,0.8006,high 3202,Kenya,2019,rural,Security,Senior,49.57,1873335,0.1463,1599234,0.4005,640437,47,0.6337,0.7829,742.3,0.0799,0.8047,0.6769,0.6966,high 3203,Kenya,2020,urban,Infrastructure,Junior,50.61,1869789,0.0949,1692397,0.5619,951041,49,0.5966,0.8961,639.95,0.0682,0.8525,0.7402,0.783,high 3204,Senegal,2023,urban,Security,Director,17.53,353161,0.1215,310234,0.5004,155249,24,0.6737,0.8189,712.4,0.0604,0.6703,0.4237,0.637,moderate 3205,Mozambique,2019,urban,Health,Junior,28.88,310081,0.2327,237928,0.2475,58877,19,0.5924,0.6464,133.98,0.0516,0.3403,0.1878,0.451,low 3206,Ethiopia,2025,remote,Security,Mid_Level,129.15,1611736,0.3571,1036155,0.1461,151378,10,0.4621,0.7114,137.61,0.0646,0.4303,0.2086,0.3928,low 3207,Mozambique,2023,rural,Health,Junior,32.13,326719,0.2255,253057,0.1962,49637,21,0.6431,0.627,98.59,0.071,0.4382,0.1851,0.4516,low 3208,South Africa,2025,rural,Education,Junior,62.5,3741457,0.175,3086547,0.4845,1495434,76,0.892,0.7777,499.64,0.0927,0.8038,0.5388,0.7683,high 3209,Nigeria,2024,rural,Health,Junior,230.0,5058998,0.1856,4120202,0.2787,1148204,37,0.7073,0.7356,268.91,0.0583,0.606,0.4779,0.5845,moderate 3210,Kenya,2022,urban,Finance,Mid_Level,52.76,1729025,0.0918,1570254,0.5939,932624,62,0.8158,0.7669,510.47,0.0759,0.9392,0.7492,0.8144,high 3211,Rwanda,2024,urban,Security,Junior,14.0,373147,0.0673,348033,0.5825,202741,75,0.7755,0.8717,387.25,0.0807,0.8479,0.6148,0.8433,high 3212,Nigeria,2022,capital,Education,Senior,218.92,4086182,0.1548,3453576,0.4302,1485795,34,0.5777,0.8177,297.1,0.072,0.5972,0.4336,0.6296,moderate 3213,Uganda,2020,capital,Health,Junior,43.2,336064,0.1734,277793,0.3875,107641,24,0.5237,0.7765,292.78,0.0535,0.7069,0.36,0.5867,moderate 3214,Ethiopia,2021,remote,Security,Mid_Level,117.0,1349144,0.3769,840707,0.1569,131928,19,0.6324,0.6001,113.69,0.0621,0.414,0.1742,0.3914,low 3215,Botswana,2024,urban,Health,Junior,2.6,123534,0.0972,111524,0.6474,72196,53,0.6522,0.8317,539.56,0.07,0.95,0.5847,0.7983,high 3216,Rwanda,2024,remote,Health,Director,14.0,445876,0.1455,380994,0.3125,119077,91,0.858,0.7972,1622.44,0.0943,0.8076,0.6386,0.7835,high 3217,Senegal,2025,urban,Infrastructure,Junior,18.49,396873,0.1133,351900,0.487,171369,32,0.6534,0.6902,289.57,0.0481,0.6777,0.4522,0.6399,moderate 3218,Rwanda,2024,capital,Social_Services,Junior,14.0,365360,0.0759,337639,0.5928,200151,72,0.8912,0.8005,584.18,0.0827,0.8843,0.6394,0.8317,high 3219,Mozambique,2021,remote,Social_Services,Junior,30.47,322678,0.3403,212876,0.1509,32113,13,0.5248,0.6287,126.97,0.053,0.3937,0.2384,0.3927,low 3220,Ghana,2018,urban,Health,Mid_Level,30.01,692017,0.1463,590784,0.4732,279542,47,0.5857,0.7998,214.25,0.0528,0.7249,0.3687,0.6786,high 3221,Nigeria,2022,rural,Finance,Junior,218.92,4933087,0.2224,3836017,0.3487,1337728,34,0.6883,0.7635,175.93,0.0692,0.7145,0.4363,0.5962,moderate 3222,Ghana,2025,capital,Education,Junior,34.71,906022,0.1092,807048,0.4809,388119,39,0.6243,0.7486,214.21,0.0519,0.6404,0.3562,0.6524,high 3223,South Africa,2021,urban,Administration,Junior,60.54,3002828,0.1337,2601426,0.6041,1571498,59,0.7938,0.7657,636.97,0.0788,0.95,0.7594,0.8009,high 3224,Ethiopia,2025,urban,Infrastructure,Junior,129.15,1564846,0.2452,1181202,0.2735,323075,14,0.574,0.6202,127.68,0.0516,0.4042,0.1715,0.4427,low 3225,Kenya,2024,capital,Security,Mid_Level,55.0,1881878,0.0889,1714602,0.6889,1181134,40,0.6949,0.8347,552.18,0.092,0.95,0.5616,0.7764,high 3226,Botswana,2021,urban,Health,Mid_Level,2.49,119046,0.0975,107443,0.6081,65339,75,0.7679,0.8009,507.3,0.0823,0.8982,0.7386,0.849,high 3227,Mozambique,2019,urban,Education,Junior,28.88,274897,0.2192,214643,0.2592,55634,17,0.5637,0.6256,92.8,0.0622,0.4269,0.2231,0.4613,low 3228,Senegal,2019,urban,Infrastructure,Senior,15.76,315053,0.0967,284581,0.5169,147086,25,0.688,0.7648,374.77,0.0525,0.7203,0.3475,0.639,moderate 3229,Ethiopia,2021,capital,Health,Mid_Level,117.0,1280939,0.2039,1019752,0.3329,339486,14,0.5821,0.6163,142.89,0.0529,0.4006,0.2269,0.4725,low 3230,DRC,2024,capital,Education,Senior,105.0,696327,0.2362,531839,0.2065,109834,11,0.6193,0.5989,212.55,0.058,0.4186,0.1643,0.4182,low 3231,Ethiopia,2018,urban,Administration,Mid_Level,108.65,1347531,0.2644,991250,0.2729,270510,18,0.505,0.6072,118.42,0.071,0.4138,0.169,0.4465,low 3232,Senegal,2025,rural,Security,Mid_Level,18.49,393702,0.1276,343463,0.3448,118412,25,0.6162,0.7559,264.48,0.0678,0.6327,0.3899,0.5824,moderate 3233,Tanzania,2018,urban,Health,Junior,56.11,987825,0.1335,855994,0.4528,387555,20,0.519,0.7876,178.36,0.0636,0.6983,0.4206,0.6099,moderate 3234,Ghana,2020,capital,ICT,Senior,31.29,836317,0.098,754375,0.5347,403351,42,0.5881,0.8186,477.43,0.0516,0.5909,0.3783,0.6839,high 3235,Uganda,2021,urban,Security,Mid_Level,44.58,322870,0.1709,267680,0.348,93146,22,0.6626,0.6894,295.65,0.0555,0.6943,0.3613,0.5582,moderate 3236,Kenya,2021,urban,Justice,Junior,51.68,1725385,0.0956,1560474,0.599,934790,39,0.5762,0.8871,459.84,0.0693,0.8454,0.6755,0.7585,high 3237,Botswana,2025,rural,Social_Services,Mid_Level,2.64,114165,0.1393,98256,0.4365,42887,79,0.7568,0.8683,644.72,0.091,0.95,0.734,0.8204,high 3238,Senegal,2021,urban,Infrastructure,Junior,16.62,363184,0.0965,328147,0.5115,167842,37,0.5629,0.774,288.8,0.0687,0.6167,0.4209,0.6661,high 3239,Nigeria,2020,rural,Administration,Junior,208.37,3898667,0.1766,3210021,0.3025,971108,21,0.6336,0.7397,255.14,0.0658,0.6914,0.3703,0.5511,moderate 3240,South Africa,2024,urban,Education,Junior,62.0,3538525,0.1037,3171611,0.5687,1803743,57,0.8201,0.8871,589.42,0.0726,0.95,0.628,0.7996,high 3241,Botswana,2025,urban,Agriculture,Director,2.64,134729,0.0712,125138,0.6313,79000,72,0.6707,0.819,1022.24,0.0808,0.9366,0.5691,0.8434,high 3242,Kenya,2022,urban,ICT,Junior,52.76,2035362,0.1134,1804591,0.5791,1045105,58,0.6503,0.8246,404.45,0.0827,0.95,0.5277,0.7829,high 3243,Rwanda,2021,rural,Finance,Mid_Level,13.04,385637,0.1047,345248,0.3803,131286,77,0.8109,0.7959,510.43,0.0788,0.9354,0.6666,0.791,high 3244,Botswana,2021,rural,Education,Mid_Level,2.49,109418,0.1169,96623,0.5442,52577,75,0.6901,0.8491,387.43,0.0873,0.95,0.6809,0.8348,high 3245,Ethiopia,2021,capital,Education,Mid_Level,117.0,1564464,0.197,1256235,0.3573,448906,13,0.4693,0.6667,99.78,0.0539,0.3335,0.2025,0.4762,low 3246,South Africa,2019,remote,Social_Services,Mid_Level,59.58,3019248,0.1653,2520125,0.3688,929396,42,0.6563,0.774,517.91,0.0819,0.9184,0.7058,0.6844,high 3247,Nigeria,2019,capital,Finance,Mid_Level,203.29,3598275,0.1616,3016758,0.4332,1306891,23,0.6096,0.7163,236.31,0.0495,0.6432,0.3686,0.584,moderate 3248,Kenya,2019,urban,Justice,Senior,49.57,1662392,0.1124,1475495,0.5078,749259,63,0.8601,0.8624,552.06,0.0935,0.8928,0.5647,0.7815,high 3249,Mozambique,2025,urban,Infrastructure,Mid_Level,33.89,380250,0.2019,303476,0.2874,87212,14,0.5755,0.6533,107.4,0.0531,0.3397,0.1809,0.4564,low 3250,Nigeria,2023,urban,Security,Senior,224.39,4749406,0.1767,3910094,0.4384,1714269,38,0.7034,0.7234,425.25,0.0641,0.699,0.3711,0.6259,moderate 3251,Kenya,2022,rural,ICT,Junior,52.76,1839261,0.1175,1623196,0.4432,719398,37,0.7362,0.8584,431.28,0.0652,0.9266,0.6724,0.7126,high 3252,Botswana,2023,urban,Infrastructure,Junior,2.56,104690,0.0794,96376,0.6606,63666,78,0.719,0.8744,361.39,0.0654,0.8482,0.6129,0.8676,high 3253,Ethiopia,2019,remote,Education,Mid_Level,111.37,1534487,0.3313,1026075,0.1616,165772,17,0.529,0.5925,140.98,0.0549,0.3691,0.1932,0.3952,low 3254,Kenya,2018,rural,Social_Services,Senior,48.55,1537525,0.15,1306894,0.4362,570006,55,0.768,0.8935,712.26,0.0827,0.9332,0.522,0.7386,high 3255,Senegal,2018,urban,Infrastructure,Mid_Level,15.34,363086,0.1173,320499,0.428,137174,35,0.5939,0.7976,238.5,0.0695,0.5774,0.4329,0.6359,moderate 3256,DRC,2021,capital,Infrastructure,Junior,95.53,537487,0.2201,419198,0.2245,94100,11,0.5272,0.5872,110.45,0.0574,0.4009,0.1985,0.4266,low 3257,Kenya,2019,urban,Health,Junior,49.57,1797530,0.0992,1619239,0.5172,837403,47,0.6793,0.8349,555.62,0.0877,0.7847,0.7138,0.7471,high 3258,Botswana,2025,remote,Health,Senior,2.64,106774,0.1375,92093,0.3611,33255,59,0.6907,0.7938,821.56,0.0826,0.941,0.6556,0.7321,high 3259,Mozambique,2019,rural,Security,Junior,28.88,331106,0.2774,239264,0.195,46649,18,0.6047,0.6704,141.54,0.0519,0.3507,0.1776,0.4278,low 3260,South Africa,2025,urban,Education,Junior,62.5,3293810,0.1391,2835619,0.6771,1920069,48,0.762,0.9257,563.92,0.083,0.95,0.7114,0.8095,high 3261,DRC,2024,rural,Infrastructure,Junior,105.0,606228,0.2802,436381,0.1667,72742,15,0.4921,0.6422,134.41,0.0487,0.3829,0.2236,0.4161,low 3262,DRC,2020,rural,Agriculture,Mid_Level,92.57,512123,0.2914,362878,0.1334,48404,11,0.4929,0.6697,123.54,0.068,0.4253,0.1889,0.3999,low 3263,DRC,2020,capital,Justice,Mid_Level,92.57,528143,0.2422,400206,0.2181,87301,11,0.5335,0.6201,140.91,0.065,0.3923,0.2153,0.4253,low 3264,Kenya,2018,urban,Agriculture,Junior,48.55,1808484,0.0953,1636063,0.5519,902947,49,0.7412,0.7762,601.45,0.0658,0.8097,0.7307,0.7571,high 3265,Ghana,2020,urban,Education,Junior,31.29,807670,0.1355,698207,0.4539,316946,43,0.5913,0.7912,280.2,0.0699,0.7111,0.4551,0.6724,high 3266,Ghana,2025,rural,Social_Services,Junior,34.71,934259,0.1769,768971,0.4144,318663,42,0.6198,0.6996,217.2,0.0595,0.6797,0.3544,0.6227,moderate 3267,Ghana,2019,urban,Social_Services,Junior,30.64,669206,0.1283,583367,0.4263,248699,41,0.7321,0.7,301.69,0.0643,0.5717,0.3565,0.6248,moderate 3268,Nigeria,2019,capital,Education,Director,203.29,3729259,0.1639,3118051,0.475,1480987,30,0.6523,0.7959,796.61,0.0481,0.6301,0.3486,0.62,moderate 3269,South Africa,2019,capital,Security,Junior,59.58,3476634,0.1171,3069348,0.6829,2096034,57,0.767,0.7668,466.14,0.0698,0.8229,0.6632,0.7976,high 3270,Uganda,2019,urban,Security,Mid_Level,41.86,317802,0.1549,268558,0.3067,82376,22,0.5742,0.7945,187.3,0.0684,0.5939,0.3761,0.5591,moderate 3271,South Africa,2024,rural,Infrastructure,Junior,62.0,3375192,0.1763,2780112,0.4346,1208316,48,0.6914,0.8924,501.47,0.0717,0.95,0.7467,0.7381,high 3272,Nigeria,2023,capital,Education,Mid_Level,224.39,4866535,0.1386,4192234,0.4405,1846627,36,0.6211,0.8124,254.85,0.0627,0.5769,0.3628,0.6313,moderate 3273,Nigeria,2025,rural,Finance,Mid_Level,235.75,4131936,0.2338,3165890,0.2719,860741,27,0.5917,0.7655,237.33,0.0711,0.7081,0.4735,0.56,moderate 3274,Botswana,2022,urban,ICT,Junior,2.52,128118,0.0739,118645,0.7496,88936,78,0.8509,0.898,376.42,0.076,0.8654,0.7752,0.9127,high 3275,Botswana,2021,capital,Education,Senior,2.49,125035,0.0918,113556,0.6689,75952,75,0.7766,0.89,895.97,0.0724,0.9101,0.6051,0.8668,high 3276,Ghana,2021,urban,Education,Junior,31.94,750332,0.1299,652841,0.5156,336577,46,0.6615,0.7736,319.82,0.0592,0.7044,0.4752,0.6954,high 3277,Rwanda,2024,capital,Education,Junior,14.0,443463,0.0718,411618,0.5839,240334,72,0.7695,0.8823,428.28,0.0716,0.9364,0.5415,0.8382,high 3278,Senegal,2023,urban,Infrastructure,Senior,17.53,348684,0.1002,313730,0.5127,160836,37,0.6019,0.7831,365.37,0.0628,0.7059,0.3272,0.6664,high 3279,Mozambique,2022,urban,Infrastructure,Junior,31.29,354274,0.2094,280076,0.2842,79587,15,0.5373,0.6873,100.88,0.072,0.4087,0.2317,0.4733,low 3280,Mozambique,2018,urban,Education,Executive,28.12,251274,0.2216,195588,0.2675,52320,21,0.6676,0.6898,408.62,0.068,0.3931,0.2123,0.478,low 3281,DRC,2020,remote,Finance,Senior,92.57,543298,0.4396,304475,0.1031,31380,9,0.6088,0.6794,144.65,0.0623,0.4229,0.2079,0.3534,low 3282,Kenya,2021,rural,Health,Mid_Level,51.68,1793999,0.1335,1554558,0.3898,606041,41,0.7585,0.9119,622.68,0.0886,0.7912,0.6833,0.7008,high 3283,Nigeria,2021,urban,Education,Junior,213.58,3809523,0.1336,3300432,0.4562,1505750,37,0.6247,0.6909,208.17,0.0659,0.6205,0.4261,0.6314,moderate 3284,Kenya,2019,rural,Security,Junior,49.57,1959853,0.1271,1710673,0.381,651832,54,0.6978,0.9209,442.96,0.0924,0.95,0.6968,0.7513,high 3285,Rwanda,2019,capital,Social_Services,Mid_Level,12.43,425105,0.0676,396350,0.6732,266807,97,0.9455,0.8262,598.34,0.0735,0.9168,0.5819,0.9177,high 3286,Mozambique,2025,remote,Administration,Junior,33.89,362145,0.3038,252107,0.1358,34227,21,0.5063,0.5914,131.6,0.0666,0.3764,0.214,0.4082,low 3287,Kenya,2025,capital,Social_Services,Mid_Level,56.15,1919643,0.0689,1787307,0.6023,1076492,61,0.7534,0.795,419.67,0.0911,0.8917,0.5448,0.7987,high 3288,Ethiopia,2025,urban,Social_Services,Junior,129.15,1436587,0.2061,1140457,0.3168,361340,17,0.5353,0.6874,142.32,0.0603,0.3909,0.2008,0.4825,low 3289,Uganda,2019,rural,Security,Senior,41.86,366592,0.2808,263663,0.2819,74318,28,0.6314,0.7992,442.8,0.0545,0.6628,0.4368,0.5501,moderate 3290,Senegal,2018,urban,Health,Junior,15.34,336119,0.1046,300946,0.4948,148912,35,0.5954,0.6776,213.21,0.0605,0.7011,0.4165,0.6484,moderate 3291,Kenya,2018,urban,ICT,Director,48.55,1822896,0.0863,1665528,0.49,816115,51,0.6775,0.8799,927.94,0.0935,0.95,0.7725,0.7826,high 3292,Botswana,2024,urban,Security,Senior,2.6,106606,0.0709,99047,0.6468,64061,64,0.7843,0.8098,723.93,0.0848,0.95,0.579,0.8283,high 3293,Senegal,2024,remote,Finance,Mid_Level,18.0,337786,0.2049,268576,0.2775,74518,23,0.653,0.6974,301.31,0.061,0.6247,0.4706,0.5398,moderate 3294,Tanzania,2022,capital,Justice,Junior,63.15,1281120,0.1068,1144343,0.4352,497998,27,0.6196,0.755,240.86,0.0651,0.5828,0.446,0.6157,moderate 3295,Ghana,2018,rural,Justice,Senior,30.01,704638,0.1915,569699,0.3849,219262,48,0.5924,0.7936,402.74,0.0717,0.6389,0.3647,0.6377,moderate 3296,South Africa,2025,urban,Security,Junior,62.5,3755196,0.1209,3301006,0.6087,2009357,71,0.6811,0.7809,601.01,0.0743,0.8217,0.6727,0.816,high 3297,Botswana,2020,remote,Social_Services,Senior,2.45,121267,0.1697,100689,0.3562,35865,74,0.8932,0.8816,973.72,0.0917,0.7929,0.6504,0.7582,high 3298,Ghana,2020,remote,Administration,Mid_Level,31.29,678510,0.1971,544761,0.2475,134825,38,0.7468,0.7265,285.1,0.0679,0.7144,0.3439,0.5724,moderate 3299,Ethiopia,2019,urban,Education,Junior,111.37,1352175,0.2418,1025286,0.2655,272191,16,0.5717,0.5979,101.26,0.0538,0.3887,0.2102,0.4455,low 3300,Ethiopia,2020,capital,Education,Junior,114.15,1471983,0.2116,1160473,0.328,380604,16,0.5298,0.6,127.13,0.0656,0.4264,0.2181,0.4735,low 3301,Nigeria,2023,rural,Justice,Director,224.39,3822776,0.1803,3133452,0.3195,1001027,28,0.5827,0.7869,638.36,0.0606,0.5622,0.3938,0.5684,moderate 3302,Ghana,2022,urban,Education,Mid_Level,32.62,916166,0.1067,818442,0.4718,386172,27,0.5761,0.7792,222.8,0.0576,0.7349,0.3755,0.6367,moderate 3303,South Africa,2022,remote,Infrastructure,Junior,61.02,2887762,0.2313,2219730,0.3916,869262,51,0.73,0.7933,419.45,0.0935,0.8832,0.5742,0.6823,high 3304,Nigeria,2022,remote,Social_Services,Mid_Level,218.92,4790061,0.2919,3392067,0.2665,904150,32,0.6464,0.8108,229.23,0.0598,0.72,0.4766,0.565,moderate 3305,Tanzania,2021,rural,Social_Services,Mid_Level,61.31,1072052,0.1526,908419,0.266,241680,24,0.5784,0.7914,200.02,0.0497,0.6671,0.3213,0.5559,moderate 3306,Rwanda,2025,capital,Social_Services,Junior,14.34,494443,0.0672,461199,0.7462,344137,73,0.8429,0.7758,483.49,0.0727,0.95,0.6584,0.8795,high 3307,Senegal,2023,urban,Health,Mid_Level,17.53,378911,0.1096,337368,0.5213,175866,25,0.6259,0.684,277.74,0.0614,0.6942,0.4401,0.6315,moderate 3308,Mozambique,2019,urban,Education,Mid_Level,28.88,267904,0.2029,213551,0.2529,54013,18,0.5465,0.7052,153.48,0.0564,0.4385,0.2234,0.4795,low 3309,Ethiopia,2019,rural,Education,Senior,111.37,1494314,0.3084,1033473,0.2161,223354,16,0.5632,0.6462,186.83,0.0676,0.4072,0.1715,0.4217,low 3310,Nigeria,2019,urban,Security,Junior,203.29,3921491,0.1824,3206158,0.4764,1527382,29,0.6563,0.7428,265.47,0.0546,0.6495,0.4228,0.6146,moderate 3311,Ghana,2021,rural,Education,Junior,31.94,897871,0.1587,755413,0.3369,254519,36,0.5956,0.785,221.02,0.0718,0.6064,0.3779,0.6007,moderate 3312,South Africa,2022,capital,Health,Junior,61.02,2828173,0.1175,2495951,0.7803,1947602,56,0.7276,0.8692,378.46,0.079,0.95,0.574,0.8385,high 3313,Nigeria,2018,urban,Infrastructure,Senior,198.33,3793788,0.1477,3233358,0.4088,1321805,36,0.6381,0.7247,302.31,0.051,0.7425,0.3978,0.628,moderate 3314,Botswana,2018,remote,ICT,Junior,2.38,101097,0.1741,83498,0.32,26720,60,0.7245,0.896,460.33,0.0748,0.95,0.7408,0.74,high 3315,Rwanda,2018,capital,Security,Junior,12.14,382699,0.0584,360335,0.715,257624,66,0.7262,0.7954,413.41,0.0831,0.9323,0.7343,0.8651,high 3316,Tanzania,2023,urban,Social_Services,Junior,65.05,1241756,0.141,1066675,0.3669,391334,29,0.7059,0.727,270.78,0.0585,0.629,0.3691,0.5878,moderate 3317,Mozambique,2019,urban,Justice,Junior,28.88,291405,0.1785,239389,0.2352,56303,18,0.5862,0.6507,133.91,0.0633,0.3549,0.1644,0.4587,low 3318,Uganda,2020,urban,Education,Mid_Level,43.2,297561,0.1873,241836,0.3416,82605,28,0.6812,0.8177,273.82,0.0713,0.5895,0.4052,0.5807,moderate 3319,Nigeria,2023,urban,Education,Mid_Level,224.39,5122213,0.159,4307977,0.3966,1708465,21,0.5146,0.7916,247.79,0.053,0.7202,0.3898,0.5916,moderate 3320,Senegal,2024,rural,Security,Executive,18.0,443151,0.1285,386185,0.3172,122497,41,0.695,0.7416,1217.27,0.0633,0.6248,0.3634,0.6097,moderate 3321,Botswana,2024,rural,Administration,Senior,2.6,105935,0.1124,94032,0.4735,44519,57,0.7924,0.7862,740.64,0.0917,0.95,0.5895,0.7547,high 3322,Rwanda,2018,urban,Agriculture,Senior,12.14,367381,0.0685,342208,0.635,217291,70,0.8561,0.769,713.55,0.0775,0.9339,0.6132,0.8367,high 3323,Mozambique,2021,rural,Health,Junior,30.47,268311,0.2427,203179,0.1875,38096,14,0.4849,0.7145,116.77,0.068,0.4179,0.1732,0.4375,low 3324,Mozambique,2022,rural,Health,Junior,31.29,290652,0.2431,219985,0.1747,38433,15,0.5679,0.6233,139.56,0.0493,0.4042,0.2218,0.4265,low 3325,South Africa,2021,urban,Education,Junior,60.54,2840087,0.1236,2489103,0.6673,1661070,56,0.823,0.9199,439.36,0.0874,0.8053,0.717,0.8162,high 3326,Uganda,2023,urban,Education,Mid_Level,47.48,354800,0.1945,285791,0.3991,114051,21,0.5322,0.7587,272.93,0.0606,0.5571,0.4271,0.5659,moderate 3327,Ghana,2018,urban,Finance,Senior,30.01,831990,0.1399,715626,0.5485,392526,31,0.6645,0.7874,437.57,0.0671,0.5843,0.3611,0.6423,moderate 3328,Ethiopia,2024,capital,Health,Executive,126.0,1724189,0.1832,1408317,0.266,374618,14,0.4769,0.6036,400.54,0.0681,0.3754,0.1607,0.4499,low 3329,Nigeria,2023,capital,Administration,Junior,224.39,4134715,0.1342,3579693,0.4129,1478003,21,0.6566,0.8045,312.45,0.0642,0.555,0.4757,0.5959,moderate 3330,Botswana,2023,urban,Security,Mid_Level,2.56,121207,0.0996,109130,0.7762,84708,79,0.9129,0.8615,451.53,0.0854,0.9254,0.5346,0.8919,high 3331,South Africa,2022,urban,Education,Mid_Level,61.02,3607687,0.1052,3228161,0.7004,2261099,48,0.7079,0.9092,621.75,0.0739,0.95,0.7485,0.825,high 3332,Nigeria,2019,urban,Justice,Junior,203.29,4219128,0.1521,3577303,0.4313,1542726,28,0.5561,0.7273,304.16,0.0627,0.6456,0.433,0.6067,moderate 3333,Kenya,2019,capital,Infrastructure,Junior,49.57,1551905,0.0913,1410226,0.6992,986005,45,0.6561,0.8808,591.47,0.0723,0.95,0.7729,0.8189,high 3334,Kenya,2018,capital,Security,Junior,48.55,1589219,0.0956,1437327,0.658,945769,56,0.7483,0.8503,580.02,0.0917,0.95,0.6455,0.8177,high 3335,Rwanda,2024,rural,Finance,Junior,14.0,408677,0.1005,367594,0.3905,143558,62,0.6587,0.7773,519.84,0.0863,0.941,0.709,0.7591,high 3336,Ghana,2021,rural,Justice,Mid_Level,31.94,862353,0.15,733040,0.3716,272385,43,0.5911,0.7121,248.62,0.0579,0.7308,0.4401,0.6368,moderate 3337,DRC,2018,rural,Justice,Mid_Level,86.92,527400,0.2803,379596,0.1754,66591,11,0.4861,0.596,140.51,0.0627,0.361,0.2026,0.397,low 3338,South Africa,2025,urban,Education,Junior,62.5,2996571,0.1393,2579006,0.5801,1496136,43,0.6,0.796,477.45,0.0931,0.8103,0.558,0.7239,high 3339,Ghana,2021,remote,Administration,Director,31.94,709227,0.2273,548044,0.2851,156230,26,0.6352,0.7795,683.75,0.0532,0.6173,0.4086,0.549,moderate 3340,Nigeria,2019,capital,Security,Junior,203.29,3476223,0.1224,3050852,0.4084,1245979,26,0.6512,0.7929,185.7,0.0617,0.5697,0.3499,0.5974,moderate 3341,Rwanda,2024,remote,Education,Senior,14.0,400098,0.1403,343947,0.3345,115052,77,0.8828,0.8833,961.84,0.0756,0.95,0.7352,0.7921,high 3342,Uganda,2021,urban,Administration,Mid_Level,44.58,339299,0.1543,286935,0.336,96413,18,0.5083,0.7759,234.35,0.0503,0.6163,0.3425,0.5527,moderate 3343,South Africa,2022,urban,Administration,Mid_Level,61.02,3491322,0.1118,3100983,0.6926,2147825,68,0.8857,0.8774,624.85,0.0917,0.95,0.669,0.8587,high 3344,DRC,2019,rural,Administration,Executive,89.7,610235,0.3281,410027,0.1702,69804,11,0.5753,0.6411,423.14,0.0586,0.3674,0.1939,0.3903,low 3345,DRC,2023,urban,Security,Junior,101.74,519187,0.2251,402322,0.1953,78592,14,0.5987,0.6716,134.85,0.0639,0.4282,0.2027,0.4414,low 3346,South Africa,2018,rural,Finance,Director,59.11,3501932,0.1532,2965527,0.5288,1568180,44,0.7089,0.8809,1505.1,0.0791,0.8392,0.5315,0.7231,high 3347,South Africa,2021,urban,Education,Mid_Level,60.54,3238585,0.1013,2910539,0.5563,1619029,74,0.8538,0.8437,498.81,0.0677,0.8454,0.7344,0.8333,high 3348,Ghana,2019,capital,Infrastructure,Senior,30.64,738326,0.1185,650808,0.6119,398210,46,0.6774,0.7193,391.51,0.0702,0.6853,0.4728,0.712,high 3349,Rwanda,2022,capital,Finance,Director,13.35,344518,0.0704,320273,0.6312,202158,70,0.7958,0.835,1565.11,0.0737,0.95,0.5439,0.8398,high 3350,DRC,2020,capital,Education,Mid_Level,92.57,529099,0.1836,431973,0.2595,112101,13,0.6274,0.6891,124.27,0.059,0.4423,0.1939,0.4685,low 3351,South Africa,2022,urban,Education,Senior,61.02,2988595,0.1027,2681794,0.6875,1843794,72,0.8891,0.8784,681.77,0.0803,0.8244,0.5751,0.8479,high 3352,Senegal,2025,rural,Education,Junior,18.49,462668,0.1447,395735,0.3156,124882,27,0.5912,0.7295,285.22,0.0563,0.6419,0.3714,0.571,moderate 3353,Senegal,2020,urban,Infrastructure,Junior,16.18,308722,0.1329,267683,0.4368,116935,38,0.7316,0.6767,193.5,0.0526,0.7252,0.4073,0.6357,moderate 3354,Botswana,2020,capital,Health,Mid_Level,2.45,116952,0.0748,108202,0.7011,75858,79,0.9055,0.8302,574.46,0.0918,0.8774,0.5618,0.8725,high 3355,Mozambique,2020,capital,Health,Senior,29.66,328035,0.1898,265787,0.3108,82619,22,0.6209,0.7035,225.31,0.0546,0.4426,0.2387,0.5089,moderate 3356,Mozambique,2020,rural,Education,Junior,29.66,307681,0.2191,240278,0.1954,46955,17,0.5039,0.674,151.86,0.0481,0.3827,0.1701,0.443,low 3357,Mozambique,2019,rural,Education,Mid_Level,28.88,268396,0.2985,188279,0.1694,31898,22,0.5704,0.5922,91.18,0.0608,0.4381,0.2012,0.4255,low 3358,Rwanda,2021,rural,Education,Mid_Level,13.04,358095,0.1147,317012,0.4868,154311,61,0.6644,0.888,545.85,0.0839,0.9126,0.5536,0.7753,high 3359,Uganda,2023,capital,Infrastructure,Junior,47.48,360660,0.1903,292016,0.3849,112390,22,0.6579,0.7588,295.2,0.0687,0.6881,0.343,0.5706,moderate 3360,Rwanda,2018,urban,Health,Junior,12.14,332431,0.0616,311937,0.5824,181680,63,0.6622,0.8892,623.77,0.0839,0.95,0.5633,0.8224,high 3361,Ethiopia,2024,urban,Infrastructure,Mid_Level,126.0,1640614,0.1817,1342553,0.2764,371089,17,0.574,0.6294,86.92,0.0482,0.3812,0.1987,0.4686,low 3362,South Africa,2019,rural,Security,Junior,59.58,2862094,0.1829,2338640,0.5268,1232106,77,0.8532,0.9229,394.55,0.069,0.7848,0.66,0.8114,high 3363,Rwanda,2019,urban,Health,Mid_Level,12.43,416558,0.0824,382220,0.5766,220402,55,0.6649,0.8506,427.21,0.0888,0.95,0.5658,0.7902,high 3364,DRC,2018,capital,Social_Services,Junior,86.92,560044,0.2155,439350,0.2288,100527,13,0.5222,0.6904,90.79,0.0652,0.4372,0.1731,0.4504,low 3365,Rwanda,2022,urban,Health,Mid_Level,13.35,370778,0.0833,339903,0.6129,208311,70,0.8368,0.8894,413.14,0.0648,0.8413,0.7495,0.8499,high 3366,Ethiopia,2021,urban,Education,Junior,117.0,1384696,0.2161,1085473,0.2687,291640,13,0.6016,0.6712,132.92,0.0526,0.4475,0.167,0.4578,low 3367,Uganda,2023,rural,Education,Junior,47.48,406897,0.2586,301669,0.2963,89390,25,0.6773,0.7701,249.7,0.0707,0.7122,0.3256,0.5412,moderate 3368,Tanzania,2022,capital,Administration,Mid_Level,63.15,1120179,0.1459,956786,0.4154,397406,26,0.5857,0.6948,197.48,0.0622,0.5661,0.469,0.5901,moderate 3369,Botswana,2020,urban,Health,Junior,2.45,116556,0.1043,104395,0.6231,65048,54,0.6385,0.8626,385.08,0.0668,0.95,0.7262,0.8117,high 3370,South Africa,2020,urban,Justice,Junior,60.06,3311540,0.1095,2949048,0.626,1845971,54,0.7629,0.8447,578.02,0.0741,0.9213,0.7558,0.8085,high 3371,South Africa,2021,urban,Security,Director,60.54,3339413,0.1251,2921714,0.7079,2068244,77,0.9047,0.7862,1382.34,0.0745,0.8866,0.6878,0.8636,high 3372,Ghana,2019,rural,Education,Senior,30.64,736619,0.1378,635144,0.3748,238043,43,0.6955,0.7918,443.43,0.049,0.5529,0.3559,0.6264,moderate 3373,Botswana,2019,urban,Education,Junior,2.41,107096,0.0918,97269,0.7887,76715,75,0.7438,0.8246,363.1,0.0774,0.9343,0.7669,0.9055,high 3374,Mozambique,2020,urban,Health,Mid_Level,29.66,340770,0.1912,275613,0.2572,70896,13,0.5638,0.6123,85.11,0.0644,0.3488,0.1681,0.4425,low 3375,DRC,2019,capital,Security,Junior,89.7,565806,0.2281,436734,0.2237,97708,9,0.5638,0.6532,135.9,0.0601,0.4253,0.204,0.4323,low 3376,Senegal,2024,urban,ICT,Senior,18.0,366789,0.1237,321399,0.4071,130834,41,0.6332,0.7466,267.13,0.0688,0.7374,0.3953,0.6486,moderate 3377,South Africa,2019,rural,Education,Director,59.58,2978765,0.1644,2488954,0.4047,1007384,77,0.8265,0.9308,1100.54,0.0809,0.7785,0.7204,0.7921,high 3378,Senegal,2019,urban,Security,Junior,15.76,376103,0.1273,328236,0.4619,151611,35,0.5621,0.7423,301.17,0.0501,0.7453,0.3977,0.6468,moderate 3379,Nigeria,2018,urban,Infrastructure,Director,198.33,4210785,0.1626,3526089,0.489,1724400,26,0.5822,0.7902,660.43,0.0533,0.699,0.3628,0.6213,moderate 3380,Uganda,2022,remote,Education,Senior,46.01,407965,0.292,288855,0.1773,51200,27,0.6019,0.7217,264.84,0.0527,0.6525,0.4526,0.5076,moderate 3381,Tanzania,2022,urban,Administration,Junior,63.15,1021801,0.1633,854951,0.388,331686,26,0.6638,0.7182,254.31,0.0688,0.6024,0.4631,0.5854,moderate 3382,Botswana,2019,rural,Education,Mid_Level,2.41,110281,0.1037,98842,0.4502,44501,76,0.8825,0.7883,575.46,0.0745,0.9358,0.659,0.8043,high 3383,South Africa,2023,urban,Health,Junior,61.51,3160091,0.1231,2770930,0.5797,1606299,54,0.6222,0.8198,503.66,0.094,0.822,0.5272,0.757,high 3384,Ethiopia,2021,rural,Agriculture,Junior,117.0,1209276,0.3433,794175,0.2081,165276,17,0.5504,0.6931,140.5,0.0503,0.3375,0.172,0.4136,low 3385,Rwanda,2024,capital,Education,Mid_Level,14.0,439136,0.0652,410495,0.6452,264854,67,0.6745,0.7902,616.97,0.0952,0.95,0.5995,0.836,high 3386,Tanzania,2019,urban,Health,Director,57.79,1123947,0.1649,938656,0.4432,415967,25,0.5666,0.8001,657.96,0.0691,0.6159,0.4074,0.6044,moderate 3387,Botswana,2021,capital,Infrastructure,Junior,2.49,107693,0.0794,99136,0.6691,66332,77,0.7331,0.8889,357.19,0.086,0.8828,0.7254,0.8841,high 3388,Rwanda,2022,urban,Security,Junior,13.35,383263,0.0734,355150,0.6385,226766,80,0.9225,0.7651,398.29,0.0798,0.95,0.5433,0.8554,high 3389,Ethiopia,2020,remote,Education,Junior,114.15,1262454,0.2966,888056,0.146,129617,11,0.5246,0.6152,113.08,0.0545,0.4386,0.1833,0.3943,low 3390,Nigeria,2019,rural,Social_Services,Mid_Level,203.29,3876496,0.2381,2953601,0.3279,968485,27,0.5882,0.6754,183.67,0.0512,0.6007,0.4682,0.5482,moderate 3391,Tanzania,2024,capital,Health,Mid_Level,67.0,1161311,0.1381,1000967,0.4988,499248,26,0.5455,0.8089,238.33,0.058,0.6898,0.3792,0.6334,moderate 3392,South Africa,2019,rural,Education,Junior,59.58,3155406,0.1298,2745687,0.5088,1397138,77,0.9167,0.7903,629.6,0.0676,0.8703,0.5419,0.797,high 3393,Uganda,2024,capital,Security,Senior,49.0,377977,0.1874,307128,0.3696,113512,17,0.5612,0.7815,271.43,0.0673,0.6023,0.429,0.5584,moderate 3394,Botswana,2018,urban,Finance,Mid_Level,2.38,99722,0.0892,90823,0.6406,58177,53,0.6337,0.9171,389.19,0.0766,0.8423,0.6802,0.8101,high 3395,Senegal,2020,urban,ICT,Executive,16.18,316737,0.1221,278049,0.5111,142115,42,0.6275,0.7927,896.64,0.0629,0.6525,0.4332,0.6797,high 3396,Senegal,2025,capital,Education,Mid_Level,18.49,389271,0.1031,349124,0.5416,189068,36,0.6955,0.6992,179.55,0.0689,0.6405,0.4217,0.6607,high 3397,Kenya,2018,rural,Health,Senior,48.55,1475379,0.105,1320474,0.3964,523493,43,0.7697,0.8417,735.98,0.0655,0.9076,0.5366,0.701,high 3398,Senegal,2023,remote,Education,Senior,17.53,439436,0.2244,340836,0.268,91349,40,0.6306,0.7626,411.65,0.0532,0.6136,0.3778,0.5744,moderate 3399,Ethiopia,2018,rural,Justice,Mid_Level,108.65,1352737,0.3065,938182,0.1782,167189,10,0.4864,0.7037,145.71,0.0618,0.3766,0.2371,0.4099,low 3400,Senegal,2018,capital,Security,Mid_Level,15.34,386230,0.113,342586,0.5648,193502,37,0.731,0.778,253.85,0.0619,0.7282,0.3367,0.6787,high 3401,Ethiopia,2022,urban,Security,Mid_Level,119.93,1395803,0.2372,1064722,0.2891,307798,12,0.5707,0.5885,143.26,0.0698,0.3406,0.1805,0.4334,low 3402,Ghana,2019,rural,Health,Mid_Level,30.64,740415,0.1849,603543,0.3792,228859,38,0.6527,0.7913,246.58,0.0581,0.5574,0.363,0.6043,moderate 3403,Mozambique,2020,rural,Security,Director,29.66,276769,0.2736,201051,0.2016,40527,15,0.5682,0.6394,281.5,0.0495,0.3343,0.1836,0.4172,low 3404,Nigeria,2025,capital,Health,Mid_Level,235.75,5363608,0.1152,4745712,0.5025,2384540,22,0.5237,0.8154,280.18,0.0614,0.5846,0.4094,0.6235,moderate 3405,Nigeria,2018,urban,Security,Mid_Level,198.33,4175006,0.1333,3618485,0.4623,1672758,38,0.7317,0.6882,189.79,0.0603,0.6547,0.4571,0.6417,moderate 3406,Nigeria,2020,urban,Education,Director,208.37,3693446,0.183,3017705,0.4793,1446328,21,0.6323,0.7256,521.76,0.0577,0.7327,0.3838,0.5971,moderate 3407,Ethiopia,2019,rural,Finance,Junior,111.37,1210618,0.2372,923427,0.2094,193351,16,0.6009,0.612,141.96,0.0579,0.3373,0.2342,0.432,low 3408,Mozambique,2023,rural,Health,Junior,32.13,327574,0.3095,226180,0.1955,44213,12,0.5707,0.6303,92.79,0.0675,0.3989,0.2179,0.4077,low 3409,Mozambique,2019,capital,Infrastructure,Mid_Level,28.88,295953,0.1967,237737,0.2946,70032,19,0.5198,0.6394,127.2,0.0604,0.3671,0.2355,0.4781,low 3410,Nigeria,2019,remote,Justice,Mid_Level,203.29,3611349,0.2692,2639136,0.2051,541216,37,0.6063,0.7349,270.52,0.0484,0.6582,0.4344,0.546,moderate 3411,Mozambique,2019,capital,Infrastructure,Mid_Level,28.88,283561,0.1645,236901,0.2732,64722,15,0.5179,0.6464,112.49,0.0584,0.3315,0.2154,0.4663,low 3412,South Africa,2018,capital,Social_Services,Executive,59.11,3594476,0.1103,3197914,0.6513,2082905,72,0.8235,0.9327,2058.92,0.0808,0.7855,0.5705,0.8407,high 3413,DRC,2023,remote,Finance,Junior,101.74,592066,0.3572,380567,0.1331,50667,9,0.4746,0.6445,123.02,0.0652,0.3746,0.2318,0.3738,low 3414,Nigeria,2022,capital,Health,Mid_Level,218.92,4298784,0.1373,3708419,0.4058,1504985,21,0.507,0.7851,265.22,0.0513,0.6365,0.4709,0.5981,moderate 3415,Kenya,2018,capital,Education,Junior,48.55,1525244,0.0999,1372865,0.6739,925141,59,0.8315,0.7968,616.92,0.0954,0.9336,0.7548,0.8294,high 3416,Mozambique,2024,urban,Education,Mid_Level,33.0,335161,0.1923,270702,0.2224,60210,12,0.4819,0.6375,85.97,0.0516,0.4448,0.196,0.4472,low 3417,Ethiopia,2025,capital,Education,Mid_Level,129.15,1777561,0.2117,1401308,0.3496,489962,10,0.5082,0.6998,121.67,0.0521,0.3514,0.2207,0.4717,low 3418,South Africa,2019,urban,Education,Junior,59.58,3060354,0.1014,2749991,0.6743,1854205,47,0.74,0.8536,453.95,0.0837,0.8848,0.5414,0.7814,high 3419,Kenya,2020,urban,Health,Mid_Level,50.61,1695161,0.0833,1553884,0.4876,757645,39,0.6043,0.8274,395.99,0.0814,0.8266,0.7682,0.7321,high 3420,Senegal,2022,rural,Finance,Junior,17.07,369770,0.1459,315821,0.3451,109004,41,0.6117,0.6895,282.29,0.048,0.7074,0.4365,0.6201,moderate 3421,Senegal,2024,capital,Education,Mid_Level,18.0,375483,0.1147,332398,0.493,163859,31,0.565,0.7593,226.89,0.0588,0.6054,0.4174,0.6382,moderate 3422,Botswana,2024,capital,Education,Mid_Level,2.6,124253,0.0719,115313,0.7008,80807,77,0.8221,0.8311,366.63,0.0849,0.8535,0.67,0.8767,high 3423,Senegal,2023,urban,Education,Junior,17.53,409293,0.1312,355609,0.5235,186158,39,0.6762,0.8046,233.45,0.0692,0.6364,0.4153,0.6714,high 3424,Ethiopia,2019,rural,Education,Junior,111.37,1375751,0.3389,909496,0.2283,207673,13,0.5907,0.6562,109.08,0.0698,0.3504,0.2244,0.4108,low 3425,Tanzania,2019,remote,Security,Mid_Level,57.79,908391,0.2014,725397,0.1964,142502,31,0.6468,0.7076,230.15,0.0554,0.6797,0.3729,0.5377,moderate 3426,Ghana,2024,rural,Education,Junior,34.0,862612,0.1954,694050,0.3216,223188,34,0.6549,0.7237,218.43,0.0584,0.5901,0.4166,0.5758,moderate 3427,Nigeria,2025,remote,Finance,Junior,235.75,4548649,0.234,3484368,0.2409,839446,23,0.5597,0.7006,205.79,0.0641,0.7461,0.4281,0.5317,moderate 3428,South Africa,2019,urban,Security,Senior,59.58,3360616,0.1027,3015411,0.6636,2000913,49,0.6698,0.929,926.44,0.0722,0.95,0.6057,0.8076,high 3429,Senegal,2018,remote,Social_Services,Junior,15.34,365048,0.1536,308983,0.2526,78042,42,0.7258,0.7613,229.87,0.0656,0.7427,0.3507,0.6033,moderate 3430,Senegal,2018,urban,Infrastructure,Junior,15.34,349300,0.1046,312765,0.5238,163813,28,0.6676,0.8197,249.93,0.0528,0.7261,0.3844,0.6588,high 3431,Kenya,2022,capital,Education,Mid_Level,52.76,1953539,0.0992,1759828,0.6396,1125639,45,0.6917,0.7771,394.43,0.0753,0.7796,0.5396,0.7461,high 3432,South Africa,2018,capital,Social_Services,Junior,59.11,3510811,0.1228,3079743,0.7785,2397715,49,0.6631,0.8446,479.48,0.0666,0.8387,0.6813,0.8151,high 3433,DRC,2023,urban,Education,Mid_Level,101.74,640402,0.2733,465401,0.2345,109141,12,0.5281,0.6302,86.47,0.058,0.4331,0.2102,0.4292,low 3434,DRC,2022,urban,Agriculture,Junior,98.59,563323,0.2605,416568,0.1852,77167,10,0.4733,0.6063,109.35,0.0646,0.3628,0.1616,0.3996,low 3435,Nigeria,2021,capital,Justice,Senior,213.58,4490651,0.1463,3833544,0.5004,1918227,27,0.6356,0.738,359.21,0.0669,0.7068,0.3841,0.6258,moderate 3436,DRC,2025,rural,Infrastructure,Mid_Level,108.36,704649,0.3988,423608,0.1649,69850,10,0.5427,0.6249,131.06,0.072,0.4327,0.1978,0.3733,low 3437,Ethiopia,2020,rural,Education,Executive,114.15,1247299,0.3304,835156,0.2027,169248,16,0.6355,0.662,513.65,0.0489,0.3466,0.2032,0.4123,low 3438,Nigeria,2020,rural,Education,Junior,208.37,4538382,0.239,3453745,0.3558,1228869,24,0.5623,0.7171,314.52,0.0623,0.7324,0.4625,0.5663,moderate 3439,Kenya,2019,urban,Finance,Mid_Level,49.57,1994064,0.0822,1830214,0.6188,1132445,43,0.7203,0.7995,508.13,0.0854,0.8914,0.7712,0.7778,high 3440,Botswana,2023,capital,Education,Junior,2.56,108199,0.0694,100694,0.6782,68290,82,0.9496,0.7922,587.38,0.0713,0.9159,0.5713,0.8748,high 3441,Tanzania,2020,urban,Security,Mid_Level,59.53,1171183,0.1162,1035050,0.409,423367,20,0.5135,0.7213,190.75,0.0666,0.6514,0.4231,0.5889,moderate 3442,Botswana,2018,capital,Infrastructure,Junior,2.38,96106,0.0634,90012,0.8,72009,64,0.6528,0.8433,616.26,0.0701,0.8384,0.7754,0.882,high 3443,Tanzania,2024,urban,Education,Junior,67.0,1336775,0.1483,1138488,0.3825,435466,19,0.5131,0.7844,272.31,0.0566,0.6679,0.4408,0.5846,moderate 3444,Ghana,2023,capital,ICT,Junior,33.3,846572,0.0996,762249,0.58,442098,38,0.5925,0.7509,252.96,0.0581,0.5607,0.3531,0.6691,high 3445,Ghana,2025,capital,Finance,Junior,34.71,934721,0.1155,826762,0.5813,480583,40,0.6607,0.8191,280.48,0.0645,0.6871,0.3947,0.6975,high 3446,Senegal,2023,rural,Administration,Executive,17.53,383627,0.1573,323283,0.3119,100819,39,0.6975,0.8136,1063.0,0.065,0.5711,0.4171,0.607,moderate 3447,Nigeria,2021,urban,Education,Junior,213.58,4682548,0.1611,3928048,0.3972,1560371,34,0.5549,0.719,225.45,0.0523,0.7168,0.4278,0.6163,moderate 3448,Mozambique,2023,rural,Education,Mid_Level,32.13,344101,0.2729,250182,0.1856,46422,15,0.4901,0.5904,135.43,0.0564,0.4144,0.2006,0.4157,low 3449,Kenya,2021,urban,Education,Executive,51.68,1716527,0.1047,1536849,0.5287,812584,51,0.7039,0.8171,1818.35,0.0779,0.95,0.65,0.7661,high 3450,Ghana,2018,capital,ICT,Junior,30.01,783605,0.0991,705981,0.5349,377594,34,0.727,0.7577,212.49,0.0625,0.5664,0.4683,0.6611,high 3451,Ghana,2020,remote,Social_Services,Junior,31.29,890679,0.2513,666850,0.298,198723,36,0.6773,0.6871,313.17,0.0533,0.6923,0.4482,0.5688,moderate 3452,South Africa,2025,rural,Social_Services,Mid_Level,62.5,3388450,0.1304,2946752,0.5344,1574648,58,0.7972,0.8291,486.82,0.0788,0.95,0.575,0.7729,high 3453,Rwanda,2022,capital,Infrastructure,Mid_Level,13.35,356882,0.0725,330997,0.7197,238208,89,0.9149,0.789,536.44,0.0863,0.95,0.7044,0.9181,high 3454,DRC,2023,rural,Social_Services,Mid_Level,101.74,545504,0.3785,339050,0.1635,55446,13,0.5179,0.6045,140.21,0.0492,0.3786,0.2007,0.3774,low 3455,Ethiopia,2018,rural,Health,Junior,108.65,1496846,0.3011,1046163,0.2372,248170,14,0.6066,0.5899,104.97,0.0548,0.3397,0.2362,0.4151,low 3456,Ethiopia,2022,rural,Infrastructure,Junior,119.93,1622333,0.3139,1113125,0.1845,205385,14,0.4728,0.6727,121.7,0.0697,0.4423,0.1679,0.4146,low 3457,Kenya,2018,rural,Infrastructure,Mid_Level,48.55,1735412,0.1243,1519688,0.4303,653861,66,0.7883,0.8195,414.02,0.0949,0.9317,0.6673,0.7743,high 3458,Ethiopia,2018,remote,Finance,Executive,108.65,1173882,0.342,772470,0.1424,110024,13,0.6309,0.6389,574.2,0.0661,0.3664,0.2064,0.3857,low 3459,South Africa,2024,urban,Education,Senior,62.0,3341367,0.1427,2864611,0.6735,1929440,58,0.7179,0.9146,966.27,0.0771,0.818,0.5303,0.7997,high 3460,Senegal,2020,urban,Finance,Junior,16.18,355186,0.1335,307764,0.4209,129530,36,0.5547,0.7716,315.63,0.0548,0.7117,0.3332,0.6321,moderate 3461,Tanzania,2020,capital,Education,Junior,59.53,1133477,0.1131,1005310,0.4791,481682,23,0.5429,0.7492,273.47,0.0693,0.7111,0.4039,0.6229,moderate 3462,Mozambique,2025,urban,ICT,Junior,33.89,314753,0.1921,254273,0.264,67134,17,0.4914,0.6313,119.41,0.0639,0.443,0.2365,0.4731,low 3463,Mozambique,2022,rural,Security,Senior,31.29,335894,0.2925,237641,0.1842,43782,21,0.6125,0.6057,190.62,0.0555,0.3553,0.2119,0.423,low 3464,South Africa,2023,remote,ICT,Junior,61.51,2945519,0.1708,2442399,0.4009,979254,56,0.6899,0.8706,367.19,0.0847,0.95,0.7083,0.744,high 3465,Botswana,2021,capital,Education,Junior,2.49,108026,0.0669,100798,0.7658,77190,62,0.7472,0.8135,486.16,0.0868,0.7976,0.6526,0.8468,high 3466,Nigeria,2022,rural,Administration,Senior,218.92,4692266,0.2409,3561842,0.3508,1249458,36,0.666,0.8015,335.94,0.0708,0.5863,0.3567,0.582,moderate 3467,Nigeria,2019,rural,Finance,Mid_Level,203.29,4078006,0.2019,3254757,0.3491,1136238,28,0.6337,0.8038,206.89,0.0577,0.5808,0.4068,0.5761,moderate 3468,Botswana,2024,capital,Health,Mid_Level,2.6,124356,0.0753,114987,0.7175,82503,58,0.6358,0.8523,534.82,0.0917,0.9214,0.5595,0.8315,high 3469,Nigeria,2020,rural,Agriculture,Senior,208.37,4059212,0.1737,3354242,0.3487,1169634,27,0.532,0.763,429.89,0.0595,0.6722,0.3868,0.5816,moderate 3470,Senegal,2024,rural,Security,Junior,18.0,397942,0.1685,330905,0.3073,101696,28,0.6862,0.8013,323.22,0.0599,0.5767,0.3213,0.5647,moderate 3471,Botswana,2023,rural,Finance,Junior,2.56,127037,0.1028,113973,0.4338,49443,86,0.8547,0.8963,636.42,0.0899,0.9012,0.6885,0.8412,high 3472,Botswana,2023,remote,Health,Mid_Level,2.56,127817,0.1387,110086,0.3978,43791,57,0.638,0.7693,508.98,0.0657,0.9352,0.6176,0.728,high 3473,Ghana,2018,capital,Security,Junior,30.01,801124,0.1261,700093,0.5946,416302,41,0.7131,0.7605,244.71,0.0495,0.7426,0.4544,0.7034,high 3474,Senegal,2023,rural,Agriculture,Junior,17.53,364698,0.1415,313093,0.3621,113378,35,0.6204,0.7242,303.08,0.0669,0.7111,0.3833,0.6107,moderate 3475,Uganda,2021,rural,Education,Junior,44.58,355704,0.2692,259957,0.2561,66564,17,0.5552,0.7547,272.62,0.0685,0.5978,0.4096,0.5032,moderate 3476,Uganda,2021,rural,Administration,Mid_Level,44.58,393479,0.2018,314073,0.2922,91757,26,0.5377,0.7763,252.13,0.0713,0.6118,0.4174,0.557,moderate 3477,Botswana,2022,capital,Social_Services,Mid_Level,2.52,115071,0.0923,104447,0.8,83557,80,0.7345,0.917,441.74,0.0822,0.95,0.58,0.9175,high 3478,Rwanda,2019,rural,Health,Junior,12.43,353711,0.1104,314658,0.4342,136637,70,0.878,0.8935,539.85,0.0749,0.95,0.5858,0.7936,high 3479,Tanzania,2025,urban,Social_Services,Director,69.01,1140263,0.1236,999326,0.3498,349545,24,0.596,0.6879,492.37,0.0581,0.5876,0.4438,0.5729,moderate 3480,Mozambique,2020,capital,Health,Junior,29.66,265119,0.1588,223015,0.2561,57110,17,0.5721,0.6659,149.48,0.0645,0.3547,0.1959,0.4718,low 3481,Ethiopia,2023,rural,Health,Senior,122.93,1340876,0.2757,971208,0.2226,216171,19,0.6435,0.7111,168.85,0.0585,0.3506,0.1978,0.4457,low 3482,Kenya,2024,capital,Education,Director,55.0,1741677,0.0772,1607248,0.7054,1133821,47,0.7563,0.8138,1067.76,0.07,0.7906,0.628,0.7885,high 3483,Botswana,2023,urban,Finance,Junior,2.56,121616,0.0795,111949,0.59,66055,86,0.95,0.8015,421.58,0.0826,0.8902,0.7508,0.877,high 3484,Rwanda,2021,capital,Infrastructure,Junior,13.04,384960,0.0693,358291,0.7427,266115,65,0.7941,0.765,611.43,0.0741,0.8392,0.5467,0.8342,high 3485,Mozambique,2024,capital,Agriculture,Junior,33.0,350902,0.2126,276304,0.2618,72345,19,0.5536,0.6512,90.0,0.0529,0.4244,0.1876,0.4687,low 3486,Senegal,2018,urban,Security,Executive,15.34,373353,0.1251,326664,0.5165,168733,36,0.6477,0.7559,1266.54,0.0481,0.6531,0.4431,0.6609,high 3487,Ghana,2018,rural,Social_Services,Mid_Level,30.01,824361,0.144,705665,0.4124,291003,27,0.5236,0.7536,285.29,0.0648,0.6598,0.4454,0.6082,moderate 3488,Ethiopia,2022,remote,Health,Executive,119.93,1603519,0.4256,921053,0.1496,137805,19,0.5141,0.5951,450.83,0.0704,0.4447,0.1995,0.3822,low 3489,Rwanda,2024,urban,Health,Mid_Level,14.0,375505,0.0803,345343,0.5538,191262,64,0.7957,0.844,599.07,0.0858,0.854,0.7221,0.8126,high 3490,Botswana,2018,rural,Education,Junior,2.38,107728,0.1368,92996,0.4628,43035,87,0.8706,0.8079,557.33,0.0875,0.9186,0.554,0.8174,high 3491,Ethiopia,2024,remote,Justice,Senior,126.0,1458169,0.3664,923850,0.1636,151101,11,0.561,0.5993,217.57,0.0509,0.4219,0.1778,0.3766,low 3492,South Africa,2025,rural,Finance,Junior,62.5,3418782,0.1518,2899763,0.5099,1478533,70,0.8238,0.8105,401.89,0.0799,0.897,0.695,0.7953,high 3493,Uganda,2022,urban,Infrastructure,Mid_Level,46.01,409160,0.1641,342009,0.3059,104616,18,0.5394,0.7669,301.39,0.0651,0.7472,0.3201,0.5522,moderate 3494,DRC,2019,capital,Security,Junior,89.7,507730,0.2072,402521,0.2616,105294,8,0.5022,0.65,113.63,0.0645,0.4026,0.224,0.4438,low 3495,Ethiopia,2024,urban,Social_Services,Mid_Level,126.0,1675466,0.2174,1311142,0.2453,321614,16,0.6428,0.7059,94.95,0.0597,0.4336,0.1933,0.4655,low 3496,Tanzania,2022,remote,Infrastructure,Junior,63.15,979443,0.2274,756688,0.2194,165984,33,0.6874,0.6844,297.52,0.0497,0.5552,0.4075,0.5294,moderate 3497,Tanzania,2022,urban,Finance,Director,63.15,1196924,0.1299,1041487,0.4525,471300,21,0.5271,0.71,524.68,0.0497,0.6129,0.4078,0.5917,moderate 3498,Kenya,2019,capital,Security,Junior,49.57,1814824,0.0755,1677742,0.6719,1127341,67,0.713,0.8737,579.52,0.0814,0.853,0.5758,0.8405,high 3499,Rwanda,2023,urban,Social_Services,Junior,13.67,352659,0.0717,327375,0.596,195109,81,0.7286,0.8648,593.91,0.0931,0.95,0.6548,0.8738,high 3500,Uganda,2025,urban,Health,Executive,50.57,344178,0.1728,284701,0.3088,87929,23,0.604,0.7707,784.22,0.0484,0.6043,0.3282,0.5504,moderate 3501,Rwanda,2018,capital,ICT,Senior,12.14,349182,0.0639,326879,0.7397,241789,82,0.9117,0.912,601.18,0.0645,0.8467,0.6745,0.9129,high 3502,Kenya,2025,urban,Social_Services,Mid_Level,56.15,2056530,0.1027,1845374,0.574,1059206,57,0.7921,0.8652,361.77,0.0803,0.9365,0.7476,0.8085,high 3503,Kenya,2018,capital,Education,Senior,48.55,1691332,0.0775,1560327,0.6602,1030092,52,0.7237,0.8378,851.27,0.0645,0.774,0.6975,0.7985,high 3504,Ghana,2018,urban,Education,Mid_Level,30.01,811676,0.1422,696239,0.4675,325484,29,0.7049,0.6816,297.07,0.0485,0.6471,0.4226,0.613,moderate 3505,Senegal,2021,rural,Health,Junior,16.62,371426,0.171,307904,0.3376,103959,32,0.72,0.7335,232.82,0.0498,0.7052,0.3308,0.5853,moderate 3506,Mozambique,2019,capital,Education,Junior,28.88,249155,0.1729,206088,0.2792,57540,13,0.4783,0.6259,130.84,0.0626,0.3463,0.1674,0.4543,low 3507,Uganda,2019,remote,Administration,Mid_Level,41.86,375292,0.2686,274504,0.2042,56053,24,0.5869,0.7857,246.25,0.0686,0.579,0.3228,0.5019,moderate 3508,Ethiopia,2021,capital,Health,Junior,117.0,1374811,0.2146,1079777,0.3173,342617,13,0.4711,0.6512,107.59,0.0537,0.3843,0.1736,0.4616,low 3509,South Africa,2020,remote,Agriculture,Executive,60.06,3305027,0.1673,2751967,0.3685,1013991,73,0.8901,0.8593,1544.15,0.0846,0.8125,0.5346,0.7464,high 3510,Senegal,2019,capital,Finance,Director,15.76,363290,0.1086,323821,0.5447,176374,27,0.6212,0.7819,551.52,0.0573,0.6893,0.4494,0.6577,high 3511,Senegal,2020,rural,Security,Director,16.18,386668,0.1327,335347,0.3453,115810,42,0.6436,0.7898,639.7,0.0585,0.6637,0.388,0.6318,moderate 3512,Nigeria,2020,rural,Infrastructure,Director,208.37,3553195,0.2326,2726631,0.2799,763257,34,0.7066,0.7926,660.19,0.0509,0.7398,0.3722,0.5769,moderate 3513,DRC,2018,capital,Security,Senior,86.92,568920,0.2293,438472,0.2433,106661,14,0.5833,0.6307,228.64,0.0712,0.405,0.2053,0.4441,low 3514,Uganda,2025,rural,Health,Director,50.57,431773,0.2761,312563,0.2523,78851,15,0.5217,0.7247,608.46,0.0648,0.6404,0.3795,0.4922,low 3515,Ethiopia,2019,rural,Justice,Junior,111.37,1223153,0.2611,903815,0.2182,197176,17,0.6166,0.6982,138.32,0.0597,0.3628,0.1899,0.4418,low 3516,Uganda,2020,capital,Health,Junior,43.2,314153,0.1905,254298,0.3943,100280,21,0.538,0.7635,321.01,0.0564,0.7178,0.4703,0.5868,moderate 3517,Mozambique,2024,rural,Education,Junior,33.0,353422,0.3178,241095,0.1978,47694,12,0.4887,0.6361,155.23,0.05,0.3687,0.2042,0.4027,low 3518,Uganda,2018,capital,Health,Mid_Level,40.56,303712,0.1371,262086,0.3902,102269,25,0.6304,0.7776,257.59,0.0667,0.5647,0.3505,0.584,moderate 3519,Mozambique,2023,urban,Education,Junior,32.13,356844,0.2289,275178,0.2235,61491,15,0.512,0.6119,102.58,0.0551,0.4142,0.2376,0.4431,low 3520,Uganda,2018,urban,Security,Junior,40.56,294426,0.1639,246173,0.368,90592,17,0.4993,0.7875,226.56,0.0695,0.6493,0.3411,0.5607,moderate 3521,Tanzania,2019,remote,Health,Junior,57.79,978955,0.2761,708698,0.2495,176809,30,0.5708,0.7019,184.01,0.0495,0.736,0.4166,0.5389,moderate 3522,Rwanda,2019,rural,Health,Mid_Level,12.43,338989,0.0987,305521,0.4013,122604,58,0.8257,0.9214,497.99,0.0892,0.8286,0.6232,0.754,high 3523,Botswana,2019,capital,Finance,Mid_Level,2.41,116582,0.0766,107648,0.7367,79308,71,0.8859,0.7905,471.47,0.093,0.9233,0.7262,0.8761,high 3524,Senegal,2021,remote,Administration,Junior,16.62,311293,0.194,250901,0.2274,57062,27,0.5952,0.7425,304.1,0.0488,0.61,0.4212,0.5404,moderate 3525,Tanzania,2022,urban,Health,Junior,63.15,1270569,0.1255,1111172,0.3994,443812,34,0.5632,0.8056,286.51,0.0597,0.7375,0.3319,0.6313,moderate 3526,Rwanda,2024,capital,Education,Junior,14.0,419406,0.0583,394952,0.6071,239760,55,0.6779,0.7929,555.6,0.0844,0.95,0.6958,0.8082,high 3527,Senegal,2018,capital,Security,Mid_Level,15.34,350671,0.0829,321592,0.4822,155063,31,0.66,0.8118,261.18,0.0663,0.678,0.4656,0.6634,high 3528,Rwanda,2024,capital,Education,Director,14.0,432278,0.0658,403814,0.6945,280464,65,0.8304,0.8547,1528.24,0.0846,0.8445,0.771,0.8594,high 3529,Kenya,2021,rural,Education,Junior,51.68,1937937,0.1359,1674587,0.4708,788372,61,0.7048,0.9118,626.32,0.0945,0.95,0.7008,0.7881,high 3530,DRC,2024,rural,Education,Senior,105.0,578510,0.3268,389471,0.1487,57904,9,0.5841,0.6464,182.91,0.06,0.4122,0.1741,0.3836,low 3531,Senegal,2022,urban,ICT,Junior,17.07,423705,0.0934,384114,0.404,155166,41,0.6935,0.7237,263.25,0.052,0.5651,0.3279,0.628,moderate 3532,Ghana,2020,capital,Finance,Senior,31.29,753698,0.1075,672708,0.4839,325511,48,0.6184,0.7257,475.29,0.0589,0.6184,0.4344,0.6783,high 3533,Mozambique,2018,urban,Agriculture,Executive,28.12,320698,0.2118,252781,0.2451,61944,18,0.6465,0.6717,378.97,0.0713,0.4371,0.1773,0.4655,low 3534,Mozambique,2023,remote,Education,Director,32.13,290481,0.3168,198455,0.1591,31567,22,0.5039,0.6976,334.87,0.0689,0.3855,0.2385,0.4326,low 3535,DRC,2023,rural,Finance,Junior,101.74,556541,0.2766,402586,0.1748,70367,12,0.5576,0.6289,137.26,0.0578,0.4262,0.1664,0.4081,low 3536,DRC,2019,urban,Health,Mid_Level,89.7,570751,0.2433,431904,0.2335,100854,15,0.5998,0.6725,116.37,0.0613,0.3652,0.1795,0.4404,low 3537,Ethiopia,2018,rural,Education,Mid_Level,108.65,1425967,0.2784,1029013,0.1969,202598,14,0.5552,0.6204,127.19,0.0487,0.3884,0.2119,0.4177,low 3538,DRC,2021,remote,Health,Mid_Level,95.53,537391,0.4877,275283,0.1058,29112,12,0.5356,0.7042,124.15,0.0592,0.4001,0.2169,0.3518,low 3539,Nigeria,2018,capital,Education,Junior,198.33,4057443,0.1633,3394903,0.4772,1620163,24,0.6006,0.7393,271.86,0.0633,0.6812,0.4796,0.6155,moderate 3540,South Africa,2018,rural,Social_Services,Junior,59.11,3374488,0.1344,2921017,0.474,1384479,53,0.6539,0.875,470.79,0.0693,0.9391,0.6518,0.7577,high 3541,Senegal,2018,rural,ICT,Junior,15.34,386837,0.1812,316747,0.3292,104286,41,0.7202,0.8002,193.38,0.0667,0.5986,0.4396,0.6134,moderate 3542,Mozambique,2019,rural,Administration,Mid_Level,28.88,283057,0.2307,217754,0.1724,37534,23,0.633,0.685,142.61,0.062,0.3831,0.1878,0.4528,low 3543,Senegal,2018,rural,Social_Services,Junior,15.34,339019,0.1559,286159,0.3485,99732,35,0.5818,0.778,287.88,0.0484,0.673,0.3867,0.6083,moderate 3544,Nigeria,2025,remote,Agriculture,Junior,235.75,5334648,0.2383,4063246,0.2335,948674,27,0.5448,0.8091,212.57,0.0671,0.6994,0.4267,0.5503,moderate 3545,Kenya,2018,urban,Administration,Junior,48.55,1454784,0.103,1304902,0.6042,788410,55,0.6904,0.8199,418.86,0.0829,0.95,0.7237,0.8031,high 3546,Uganda,2023,rural,Security,Mid_Level,47.48,419435,0.2603,310275,0.2403,74559,23,0.5468,0.7554,295.69,0.0655,0.6052,0.4367,0.52,moderate 3547,Rwanda,2018,urban,Education,Mid_Level,12.14,403893,0.0645,377831,0.636,240301,83,0.8961,0.9298,494.89,0.0684,0.95,0.6618,0.901,high 3548,Ghana,2024,rural,Security,Junior,34.0,843801,0.196,678450,0.357,242212,39,0.6921,0.6924,290.41,0.0484,0.744,0.4109,0.6071,moderate 3549,Uganda,2019,rural,Social_Services,Junior,41.86,288791,0.2545,215302,0.271,58339,18,0.5826,0.754,304.54,0.0676,0.5782,0.4331,0.5134,moderate 3550,Uganda,2022,urban,Health,Mid_Level,46.01,408741,0.1667,340588,0.307,104570,23,0.6775,0.7768,212.91,0.0689,0.6574,0.4016,0.565,moderate 3551,DRC,2018,capital,Agriculture,Senior,86.92,561118,0.2635,413267,0.2342,96784,12,0.5689,0.6344,126.31,0.0681,0.3393,0.2367,0.4254,low 3552,Nigeria,2024,capital,Health,Mid_Level,230.0,4660259,0.1483,3968960,0.4385,1740426,36,0.6523,0.7598,323.59,0.0665,0.6868,0.4587,0.6411,moderate 3553,Nigeria,2025,rural,Social_Services,Junior,235.75,5243095,0.242,3974151,0.3211,1276036,32,0.6513,0.7567,202.51,0.0638,0.6265,0.4058,0.5665,moderate 3554,DRC,2025,capital,ICT,Mid_Level,108.36,737896,0.1972,592399,0.2027,120085,12,0.5524,0.6805,127.3,0.0603,0.4371,0.1859,0.4458,low 3555,Rwanda,2020,rural,Education,Mid_Level,12.73,395057,0.0925,358509,0.4179,149819,54,0.6686,0.8204,355.04,0.0903,0.95,0.5661,0.741,high 3556,Mozambique,2022,urban,Health,Junior,31.29,328227,0.1677,273181,0.2876,78565,21,0.6233,0.6946,91.68,0.063,0.3556,0.2016,0.4924,low 3557,Uganda,2020,capital,Security,Junior,43.2,306498,0.1935,247191,0.3473,85837,18,0.4903,0.7528,298.8,0.0684,0.6975,0.3954,0.5557,moderate 3558,South Africa,2025,rural,Administration,Junior,62.5,3412934,0.1291,2972468,0.471,1400082,73,0.8487,0.8969,445.13,0.0767,0.95,0.5895,0.8065,high 3559,Botswana,2018,urban,Justice,Mid_Level,2.38,92354,0.094,83671,0.7349,61491,71,0.7067,0.7975,472.2,0.0755,0.8013,0.7434,0.8618,high 3560,DRC,2025,capital,Agriculture,Junior,108.36,632412,0.2312,486199,0.2308,112231,11,0.4858,0.6774,125.75,0.0493,0.3754,0.1774,0.4343,low 3561,Kenya,2021,capital,Agriculture,Mid_Level,51.68,1858984,0.0795,1711192,0.6656,1138911,63,0.7331,0.8386,619.53,0.0834,0.9126,0.7117,0.8422,high 3562,Rwanda,2020,capital,Security,Mid_Level,12.73,373798,0.055,353241,0.7417,261998,85,0.8112,0.7992,516.6,0.0647,0.8983,0.777,0.9216,high 3563,Rwanda,2023,remote,Education,Junior,13.67,467386,0.1444,399891,0.3337,133462,62,0.8016,0.7683,624.33,0.0863,0.8215,0.5628,0.706,high 3564,Botswana,2018,rural,Health,Mid_Level,2.38,102449,0.1199,90164,0.5284,47640,55,0.6553,0.8224,630.56,0.0782,0.8436,0.6551,0.7628,high 3565,DRC,2019,rural,Education,Executive,89.7,559170,0.351,362904,0.1462,53055,9,0.4681,0.6962,618.13,0.0532,0.4477,0.2093,0.3914,low 3566,Mozambique,2024,remote,ICT,Mid_Level,33.0,332680,0.3596,213041,0.1286,27396,16,0.6194,0.5993,117.05,0.0556,0.3997,0.1752,0.3796,low 3567,Rwanda,2025,rural,Health,Junior,14.34,371140,0.0856,339367,0.4268,144839,67,0.7728,0.8145,449.65,0.0947,0.95,0.5235,0.7723,high 3568,Tanzania,2022,capital,Justice,Senior,63.15,1191464,0.1317,1034508,0.4829,499515,20,0.6161,0.693,272.02,0.0633,0.6056,0.3273,0.585,moderate 3569,Mozambique,2018,remote,Education,Junior,28.12,261550,0.3945,158366,0.1224,19391,18,0.5682,0.675,148.68,0.048,0.3334,0.1902,0.3806,low 3570,South Africa,2021,rural,Education,Senior,60.54,2813047,0.1326,2439976,0.5024,1225880,69,0.6816,0.9338,561.21,0.0923,0.8264,0.5257,0.7902,high 3571,Senegal,2024,capital,Infrastructure,Senior,18.0,354980,0.1105,315747,0.5039,159112,28,0.5278,0.7144,358.07,0.0568,0.6923,0.3856,0.6333,moderate 3572,Rwanda,2021,rural,Finance,Executive,13.04,399893,0.1184,352534,0.4869,171642,71,0.8105,0.7889,2032.42,0.0776,0.9056,0.5679,0.7853,high 3573,Ethiopia,2024,capital,Justice,Director,126.0,1333434,0.1908,1079013,0.32,345231,19,0.6391,0.6388,384.23,0.056,0.3713,0.2005,0.4828,low 3574,South Africa,2024,capital,Justice,Junior,62.0,3051852,0.1266,2665507,0.735,1959019,58,0.7829,0.839,382.01,0.0799,0.95,0.5909,0.827,high 3575,Kenya,2018,rural,Finance,Junior,48.55,1692971,0.1477,1442966,0.3848,555298,43,0.6788,0.8438,394.94,0.0826,0.9303,0.6774,0.7041,high 3576,Senegal,2021,urban,Education,Senior,16.62,379301,0.1088,338042,0.4731,159944,30,0.6875,0.7841,285.21,0.0493,0.559,0.3244,0.6221,moderate 3577,Botswana,2021,capital,Security,Mid_Level,2.49,98243,0.0629,92063,0.6447,59355,68,0.7921,0.825,373.67,0.0939,0.8843,0.6316,0.8408,high 3578,Ethiopia,2021,capital,Security,Mid_Level,117.0,1262710,0.1779,1038128,0.3164,328455,13,0.6345,0.6495,147.52,0.0529,0.3966,0.1857,0.4728,low 3579,Nigeria,2025,rural,Security,Junior,235.75,4697583,0.2167,3679730,0.2924,1075885,34,0.6296,0.7592,229.14,0.0642,0.5726,0.401,0.5652,moderate 3580,Uganda,2025,capital,Social_Services,Senior,50.57,371828,0.1398,319837,0.4209,134631,28,0.5671,0.812,309.34,0.0566,0.7253,0.3686,0.6215,moderate 3581,Nigeria,2024,capital,Education,Director,230.0,4222269,0.1513,3583459,0.5269,1888143,35,0.726,0.8166,480.11,0.0624,0.6357,0.4292,0.6604,high 3582,Rwanda,2023,capital,Social_Services,Junior,13.67,429442,0.0653,401418,0.625,250867,83,0.8425,0.91,585.8,0.0918,0.95,0.7584,0.9048,high 3583,Ghana,2019,rural,Health,Mid_Level,30.64,849157,0.1832,693625,0.3731,258760,41,0.5989,0.8146,206.87,0.052,0.5798,0.4698,0.6271,moderate 3584,Ghana,2021,urban,Education,Junior,31.94,694800,0.1016,624212,0.5064,316073,30,0.6018,0.744,254.89,0.0694,0.5609,0.3991,0.6338,moderate 3585,Tanzania,2019,remote,Administration,Junior,57.79,920887,0.195,741358,0.1921,142389,21,0.5237,0.6995,197.29,0.0571,0.602,0.3867,0.5056,moderate 3586,Kenya,2025,urban,Education,Director,56.15,1860239,0.0802,1711025,0.5924,1013641,45,0.6841,0.8956,1299.18,0.0899,0.8676,0.5639,0.768,high 3587,Mozambique,2021,urban,Security,Mid_Level,30.47,287228,0.2362,219378,0.2401,52666,23,0.509,0.6726,128.66,0.062,0.4227,0.2073,0.4723,low 3588,Ghana,2022,remote,Education,Mid_Level,32.62,867277,0.1939,699145,0.25,174804,29,0.5721,0.7749,267.24,0.0521,0.6483,0.3542,0.553,moderate 3589,DRC,2025,rural,Health,Junior,108.36,719027,0.3437,471913,0.1493,70437,12,0.5298,0.7035,146.89,0.0518,0.4108,0.227,0.4007,low 3590,Senegal,2019,remote,Finance,Junior,15.76,396945,0.2032,316280,0.2339,73982,33,0.6592,0.7818,206.41,0.0628,0.7177,0.4486,0.5741,moderate 3591,Mozambique,2020,remote,Health,Senior,29.66,280365,0.3953,169537,0.1556,26381,22,0.5442,0.6885,161.93,0.0587,0.4373,0.2176,0.4139,low 3592,Uganda,2023,capital,Infrastructure,Junior,47.48,331417,0.198,265793,0.4008,106532,15,0.5548,0.718,198.09,0.0677,0.5825,0.3466,0.5388,moderate 3593,Ethiopia,2019,rural,Education,Junior,111.37,1497694,0.3017,1045898,0.1876,196206,18,0.5741,0.6934,89.67,0.0519,0.3422,0.1985,0.4246,low 3594,Nigeria,2021,urban,Education,Junior,213.58,4119362,0.1361,3558887,0.4379,1558404,36,0.7395,0.6926,236.69,0.0538,0.663,0.3777,0.6234,moderate 3595,South Africa,2025,remote,Education,Junior,62.5,3347030,0.2103,2643100,0.3776,997992,45,0.5884,0.8803,493.61,0.0855,0.8558,0.5648,0.6784,high 3596,South Africa,2018,rural,Finance,Junior,59.11,2894612,0.1827,2365826,0.4654,1101074,72,0.8933,0.7764,632.97,0.0759,0.95,0.6248,0.7746,high 3597,Ethiopia,2022,rural,Health,Junior,119.93,1312466,0.2492,985359,0.2137,210607,16,0.523,0.586,153.89,0.0594,0.4078,0.166,0.4264,low 3598,Uganda,2022,rural,Health,Mid_Level,46.01,328537,0.2164,257438,0.269,69239,24,0.6056,0.7515,245.5,0.0595,0.6177,0.3612,0.5338,moderate 3599,South Africa,2020,remote,Education,Junior,60.06,3186817,0.2189,2489328,0.3802,946388,67,0.7226,0.7927,595.11,0.092,0.95,0.7432,0.7461,high 3600,DRC,2020,capital,Security,Mid_Level,92.57,513413,0.2348,392878,0.269,105675,9,0.5165,0.6358,99.37,0.0669,0.4143,0.1774,0.4356,low 3601,Uganda,2024,urban,Infrastructure,Mid_Level,49.0,436000,0.1683,362599,0.3674,133220,24,0.6651,0.7908,312.17,0.0498,0.6355,0.369,0.5788,moderate 3602,Botswana,2021,rural,Infrastructure,Junior,2.49,117622,0.0946,106499,0.439,46748,76,0.8838,0.8191,520.7,0.0815,0.7887,0.6617,0.794,high 3603,Ethiopia,2018,remote,Justice,Junior,108.65,1210831,0.3219,821006,0.1772,145473,18,0.63,0.6456,142.43,0.0622,0.3665,0.1944,0.4117,low 3604,Ethiopia,2021,urban,Education,Junior,117.0,1445865,0.1937,1165795,0.2553,297592,16,0.5685,0.6308,149.37,0.0591,0.3703,0.1773,0.4548,low 3605,Tanzania,2020,urban,Social_Services,Senior,59.53,1043413,0.1253,912624,0.356,324891,30,0.6905,0.7367,459.35,0.0539,0.6712,0.333,0.5936,moderate 3606,DRC,2022,rural,Security,Senior,98.59,519619,0.3062,360491,0.165,59493,12,0.6219,0.6869,176.87,0.0608,0.4087,0.1608,0.4047,low 3607,Botswana,2020,capital,Education,Senior,2.45,111838,0.0897,101805,0.8,81444,79,0.8802,0.7932,646.18,0.0865,0.8557,0.6175,0.8914,high 3608,Botswana,2025,rural,Health,Mid_Level,2.64,129221,0.137,111512,0.5269,58758,51,0.76,0.8766,486.84,0.0883,0.9169,0.7624,0.7744,high 3609,Botswana,2025,capital,Finance,Junior,2.64,112724,0.0697,104865,0.7515,78803,47,0.7481,0.792,432.24,0.0696,0.8701,0.54,0.7978,high 3610,Rwanda,2024,urban,Administration,Junior,14.0,378747,0.0858,346267,0.5941,205710,55,0.6221,0.9171,428.51,0.0771,0.95,0.6936,0.8165,high 3611,Ghana,2024,urban,Security,Mid_Level,34.0,765923,0.1297,666610,0.5644,376235,34,0.6348,0.7374,278.29,0.063,0.6455,0.3276,0.6516,high 3612,Ethiopia,2020,urban,Security,Junior,114.15,1319788,0.2157,1035076,0.2802,289991,16,0.5928,0.6842,98.93,0.0658,0.3662,0.16,0.4614,low 3613,Ghana,2023,capital,Health,Junior,33.3,859081,0.0989,774106,0.5966,461863,34,0.6046,0.7522,291.26,0.0647,0.5928,0.4422,0.6758,high 3614,Botswana,2022,remote,Infrastructure,Junior,2.52,122464,0.1193,107851,0.3996,43100,69,0.7005,0.7691,363.97,0.0666,0.9066,0.704,0.769,high 3615,Kenya,2019,capital,Social_Services,Junior,49.57,1905684,0.0704,1771536,0.6871,1217174,59,0.6582,0.8225,449.93,0.0683,0.8765,0.6962,0.8323,high 3616,Rwanda,2023,capital,Security,Junior,13.67,353862,0.059,332987,0.6242,207847,54,0.6291,0.8256,627.38,0.0843,0.95,0.5297,0.7981,high 3617,Botswana,2024,capital,Education,Junior,2.6,113883,0.0691,106017,0.8,84813,77,0.7572,0.901,399.1,0.0653,0.8186,0.5839,0.9006,high 3618,Kenya,2018,capital,Education,Senior,48.55,1880543,0.1006,1691390,0.5487,928145,36,0.6567,0.8676,631.28,0.0895,0.95,0.6062,0.7378,high 3619,Senegal,2025,capital,Finance,Junior,18.49,416993,0.0835,382170,0.4999,191028,26,0.589,0.7782,225.07,0.061,0.7419,0.4601,0.656,high 3620,DRC,2025,capital,Infrastructure,Senior,108.36,733836,0.2008,586493,0.2682,157321,11,0.5884,0.6524,158.14,0.0506,0.3504,0.2118,0.4484,low 3621,Rwanda,2022,urban,Security,Mid_Level,13.35,357442,0.0684,332996,0.5883,195904,70,0.8742,0.9251,510.22,0.0725,0.95,0.5673,0.8455,high 3622,Uganda,2021,remote,Administration,Director,44.58,313628,0.3102,216331,0.2107,45590,17,0.6138,0.7263,770.2,0.058,0.6013,0.4667,0.4834,low 3623,Mozambique,2023,rural,ICT,Mid_Level,32.13,329714,0.2539,246006,0.206,50676,18,0.5929,0.7067,103.43,0.067,0.4264,0.1651,0.4482,low 3624,Rwanda,2023,rural,Infrastructure,Junior,13.67,358344,0.0816,329106,0.4193,137979,80,0.8373,0.8517,475.18,0.0858,0.95,0.7349,0.8307,high 3625,Nigeria,2023,urban,Administration,Senior,224.39,5090661,0.165,4250699,0.4075,1732176,29,0.5841,0.7276,358.25,0.0704,0.6495,0.3847,0.5957,moderate 3626,Nigeria,2023,urban,Health,Mid_Level,224.39,4262229,0.141,3661419,0.4335,1587254,23,0.5526,0.7518,321.16,0.0539,0.6436,0.4045,0.5982,moderate 3627,Kenya,2023,urban,Security,Senior,53.87,1762544,0.1072,1573620,0.5313,836039,62,0.7787,0.8617,733.77,0.0815,0.8375,0.6495,0.789,high 3628,Ethiopia,2022,urban,Education,Junior,119.93,1576395,0.2103,1244866,0.2929,364611,19,0.4948,0.6136,150.62,0.0652,0.3755,0.1672,0.4645,low 3629,Uganda,2022,rural,Finance,Senior,46.01,344932,0.2515,258177,0.228,58873,22,0.6517,0.6978,399.65,0.0555,0.6214,0.3214,0.4981,low 3630,Ethiopia,2022,remote,Health,Junior,119.93,1320975,0.3766,823451,0.1415,116508,19,0.6099,0.6663,84.29,0.0593,0.4262,0.2006,0.4013,low 3631,Mozambique,2023,rural,Administration,Junior,32.13,352688,0.243,266970,0.1904,50839,19,0.5661,0.5983,115.26,0.0527,0.3885,0.1616,0.4291,low 3632,Tanzania,2021,urban,Health,Mid_Level,61.31,1041746,0.1432,892602,0.4468,398775,32,0.6287,0.7457,255.0,0.0574,0.61,0.3452,0.6133,moderate 3633,Senegal,2025,capital,Education,Junior,18.49,353073,0.0876,322141,0.4926,158688,34,0.7112,0.7776,295.29,0.0613,0.5917,0.456,0.6577,high 3634,Mozambique,2021,rural,Health,Junior,30.47,289925,0.247,218314,0.197,43012,21,0.6478,0.6891,142.44,0.068,0.4126,0.2208,0.4567,low 3635,South Africa,2019,remote,Infrastructure,Junior,59.58,3114597,0.2253,2412888,0.3713,895830,47,0.6753,0.8934,558.19,0.0701,0.95,0.6955,0.7025,high 3636,Botswana,2019,urban,Finance,Mid_Level,2.41,123315,0.1057,110286,0.7254,79998,63,0.6546,0.8658,494.52,0.0855,0.95,0.5634,0.8436,high 3637,Mozambique,2020,rural,Education,Junior,29.66,305411,0.2193,238442,0.1803,42989,23,0.5881,0.5982,144.07,0.0523,0.3608,0.237,0.4473,low 3638,Nigeria,2024,urban,Security,Mid_Level,230.0,5141645,0.1613,4312305,0.4497,1939228,23,0.5476,0.679,263.24,0.0615,0.6125,0.3571,0.5784,moderate 3639,Botswana,2021,capital,Social_Services,Senior,2.49,115116,0.091,104641,0.7743,81022,67,0.791,0.7795,622.87,0.0819,0.8041,0.7305,0.8587,high 3640,Kenya,2019,urban,Infrastructure,Junior,49.57,1600806,0.0939,1450474,0.5045,731800,42,0.5724,0.8511,596.68,0.0899,0.8704,0.6987,0.7422,high 3641,Botswana,2025,urban,Administration,Senior,2.64,107241,0.0862,97993,0.7751,75955,54,0.621,0.8104,527.18,0.0681,0.8899,0.7188,0.8396,high 3642,Uganda,2019,rural,ICT,Mid_Level,41.86,384320,0.2598,284456,0.2257,64201,17,0.5702,0.8133,189.77,0.0617,0.7106,0.4773,0.5247,moderate 3643,Ghana,2025,capital,Health,Junior,34.71,810542,0.1284,706478,0.5698,402541,47,0.6713,0.7365,216.94,0.0585,0.7067,0.4315,0.7021,high 3644,Ethiopia,2024,remote,Health,Junior,126.0,1581969,0.3596,1013102,0.1381,139906,11,0.6164,0.6953,106.97,0.0633,0.3487,0.1708,0.3784,low 3645,South Africa,2020,capital,ICT,Junior,60.06,3228075,0.1215,2835956,0.6022,1707687,61,0.7172,0.8017,420.61,0.0901,0.9003,0.5319,0.7861,high 3646,Mozambique,2021,remote,Security,Director,30.47,329610,0.2918,233437,0.1222,28515,17,0.5586,0.6562,330.9,0.0541,0.4471,0.1996,0.4132,low 3647,Ghana,2023,urban,Security,Executive,33.3,745998,0.1228,654411,0.5301,346892,45,0.708,0.7097,1087.09,0.0629,0.561,0.4171,0.6686,high 3648,Botswana,2022,capital,Education,Senior,2.52,98744,0.0716,91669,0.794,72782,55,0.6374,0.9321,779.53,0.0726,0.8155,0.5218,0.8416,high 3649,Senegal,2023,urban,Education,Director,17.53,408300,0.1275,356249,0.479,170636,41,0.633,0.6985,440.0,0.0488,0.719,0.4184,0.6589,high 3650,Uganda,2018,capital,Security,Junior,40.56,351207,0.1973,281900,0.42,118384,18,0.5977,0.7643,302.19,0.0528,0.6927,0.416,0.5762,moderate 3651,Mozambique,2021,urban,Health,Senior,30.47,268771,0.1917,217244,0.2571,55854,16,0.5915,0.6277,181.76,0.0503,0.3823,0.2066,0.4594,low 3652,Kenya,2024,capital,Education,Junior,55.0,1724414,0.0802,1586190,0.7004,1111032,48,0.6447,0.9279,564.64,0.0758,0.95,0.686,0.8279,high 3653,Ethiopia,2024,capital,Infrastructure,Mid_Level,126.0,1737745,0.204,1383286,0.2784,385063,19,0.5689,0.6485,102.23,0.0675,0.3934,0.2379,0.4765,low 3654,Senegal,2022,capital,Justice,Junior,17.07,351049,0.1185,309442,0.5705,176549,38,0.5947,0.7863,264.11,0.0587,0.6395,0.3925,0.6791,high 3655,Uganda,2020,urban,Health,Senior,43.2,386759,0.1807,316853,0.4056,128518,26,0.667,0.8087,339.07,0.0675,0.5808,0.4763,0.5982,moderate 3656,Ethiopia,2022,rural,Education,Junior,119.93,1293687,0.2519,967797,0.2044,197825,13,0.6256,0.6944,122.87,0.0685,0.4,0.2336,0.4381,low 3657,Ghana,2023,rural,Education,Senior,33.3,900541,0.1398,774609,0.3157,244561,46,0.7823,0.7657,300.93,0.0581,0.5566,0.4515,0.6246,moderate 3658,Uganda,2018,urban,Agriculture,Mid_Level,40.56,364123,0.1831,297456,0.3244,96483,17,0.595,0.6943,273.73,0.0589,0.6337,0.3617,0.5315,moderate 3659,Ethiopia,2025,rural,Infrastructure,Junior,129.15,1484915,0.2821,1065958,0.2301,245241,14,0.4733,0.705,126.69,0.052,0.3463,0.1901,0.4314,low 3660,Botswana,2022,remote,Health,Junior,2.52,105294,0.1424,90303,0.4072,36772,53,0.8049,0.8086,575.81,0.0845,0.923,0.7394,0.7362,high 3661,Senegal,2022,rural,Agriculture,Mid_Level,17.07,324483,0.16,272573,0.3716,101298,35,0.7011,0.8236,198.44,0.0645,0.7275,0.3246,0.6192,moderate 3662,Nigeria,2019,capital,Administration,Executive,203.29,4570092,0.1385,3936932,0.4915,1935155,22,0.6725,0.8166,1057.79,0.0514,0.7373,0.4633,0.6358,moderate 3663,Ethiopia,2025,rural,Education,Junior,129.15,1548454,0.3425,1018131,0.1848,188181,16,0.6342,0.6206,121.82,0.0671,0.3917,0.2022,0.4031,low 3664,Ethiopia,2024,capital,Security,Director,126.0,1331421,0.1615,1116370,0.2734,305202,17,0.5495,0.6454,341.1,0.0606,0.4017,0.2281,0.4803,low 3665,Uganda,2021,remote,Infrastructure,Junior,44.58,331087,0.344,217186,0.2021,43900,26,0.6125,0.805,218.12,0.0655,0.6292,0.3382,0.497,low 3666,Senegal,2022,capital,Health,Junior,17.07,429239,0.1167,379151,0.5711,216516,23,0.5303,0.7103,285.51,0.0715,0.6317,0.4134,0.6321,moderate 3667,DRC,2018,rural,Administration,Mid_Level,86.92,545498,0.3343,363128,0.1537,55797,11,0.5963,0.6688,105.57,0.0604,0.345,0.1637,0.3835,low 3668,Ghana,2019,remote,Education,Director,30.64,728941,0.2024,581392,0.2986,173578,31,0.7006,0.773,460.8,0.071,0.6086,0.3571,0.5641,moderate 3669,Ethiopia,2025,urban,Security,Junior,129.15,1745560,0.2125,1374641,0.2584,355240,19,0.6178,0.6881,120.06,0.0645,0.3655,0.2014,0.4689,low 3670,Ethiopia,2021,urban,Health,Senior,117.0,1285237,0.2182,1004839,0.2996,301087,10,0.5145,0.6193,140.35,0.0675,0.3949,0.1965,0.4474,low 3671,Botswana,2019,urban,Education,Junior,2.41,109480,0.0946,99121,0.5951,58989,49,0.7458,0.8001,396.09,0.0948,0.8226,0.698,0.7697,high 3672,Ghana,2024,urban,Finance,Mid_Level,34.0,773647,0.1157,684121,0.57,389970,32,0.6868,0.7553,271.86,0.059,0.6672,0.4064,0.6642,high 3673,Uganda,2021,rural,Administration,Junior,44.58,317691,0.2834,227666,0.2375,54077,27,0.5355,0.6887,202.25,0.0483,0.6983,0.3835,0.5175,moderate 3674,South Africa,2025,urban,Security,Mid_Level,62.5,3138105,0.1385,2703477,0.6238,1686388,61,0.7213,0.839,366.41,0.0739,0.95,0.7362,0.8183,high 3675,Senegal,2025,rural,Security,Senior,18.49,411311,0.1764,338773,0.3243,109875,34,0.6306,0.6779,307.27,0.0703,0.6691,0.3275,0.5733,moderate 3676,Ethiopia,2025,remote,Security,Junior,129.15,1454476,0.4212,841862,0.1354,114018,12,0.4932,0.6781,111.49,0.07,0.4254,0.2388,0.3767,low 3677,Uganda,2020,urban,Security,Executive,43.2,329488,0.1759,271527,0.3711,100762,24,0.5404,0.7432,926.42,0.0581,0.5799,0.4237,0.5706,moderate 3678,Nigeria,2019,capital,Infrastructure,Junior,203.29,4268302,0.1453,3648185,0.4774,1741533,22,0.5217,0.7748,179.83,0.0508,0.7014,0.3467,0.6091,moderate 3679,Ghana,2021,capital,Education,Senior,31.94,859286,0.098,775036,0.4992,386932,36,0.6696,0.7623,326.55,0.0707,0.7154,0.4243,0.6686,high 3680,DRC,2025,urban,Education,Junior,108.36,583922,0.2157,457966,0.2408,110294,14,0.5642,0.6709,101.17,0.0485,0.3832,0.2136,0.4516,low 3681,DRC,2023,rural,Administration,Junior,101.74,567175,0.2795,408648,0.1764,72095,11,0.528,0.7131,114.8,0.056,0.3559,0.1952,0.4138,low 3682,Mozambique,2023,remote,Education,Mid_Level,32.13,273764,0.3764,170708,0.1311,22386,13,0.5345,0.701,100.76,0.0549,0.3511,0.2385,0.3853,low 3683,Tanzania,2021,remote,Health,Junior,61.31,1095152,0.2084,866870,0.2182,189172,24,0.5507,0.7298,270.28,0.0592,0.6323,0.4566,0.5308,moderate 3684,Mozambique,2023,rural,Education,Senior,32.13,276681,0.238,210829,0.1823,38434,22,0.5047,0.6428,138.94,0.0535,0.3789,0.1679,0.4422,low 3685,Rwanda,2024,capital,Agriculture,Junior,14.0,370421,0.0662,345899,0.6248,216123,54,0.6225,0.8159,584.85,0.0912,0.7916,0.5646,0.7827,high 3686,DRC,2020,rural,Education,Junior,92.57,570128,0.3604,364662,0.1554,56673,13,0.4699,0.6276,127.88,0.0636,0.3543,0.1866,0.3795,low 3687,Rwanda,2019,rural,Education,Senior,12.43,415967,0.1018,373606,0.4854,181345,55,0.6393,0.8341,836.31,0.0951,0.901,0.5219,0.7508,high 3688,Kenya,2019,urban,Security,Mid_Level,49.57,1930774,0.0856,1765424,0.5789,1021939,41,0.6929,0.8946,504.02,0.0783,0.8242,0.7629,0.7687,high 3689,Rwanda,2022,rural,Health,Junior,13.35,398427,0.1023,357683,0.4243,151781,67,0.7566,0.8272,362.01,0.0862,0.95,0.6009,0.7772,high 3690,Kenya,2025,remote,Agriculture,Senior,56.15,1992272,0.1424,1708474,0.2718,464285,47,0.6231,0.9218,962.06,0.081,0.9273,0.7619,0.707,high 3691,South Africa,2023,capital,ICT,Mid_Level,61.51,2791139,0.0935,2530248,0.7645,1934406,46,0.7561,0.8987,360.58,0.0746,0.9119,0.5398,0.8127,high 3692,Ethiopia,2022,remote,Agriculture,Mid_Level,119.93,1597527,0.4357,901478,0.1748,157556,10,0.4751,0.665,100.32,0.0605,0.4296,0.2351,0.376,low 3693,Ghana,2020,rural,Infrastructure,Mid_Level,31.29,694301,0.1387,598031,0.3946,235995,39,0.7197,0.6924,200.78,0.0495,0.6793,0.4185,0.6251,moderate 3694,Ghana,2021,capital,Health,Junior,31.94,679501,0.1321,589735,0.492,290136,32,0.6843,0.8242,268.08,0.0541,0.6408,0.3295,0.6406,moderate 3695,Tanzania,2018,rural,Social_Services,Junior,56.11,1082239,0.1952,871011,0.292,254374,23,0.6782,0.7122,206.3,0.0506,0.681,0.4642,0.5531,moderate 3696,Ethiopia,2019,capital,Administration,Mid_Level,111.37,1524426,0.2125,1200505,0.3374,405088,14,0.5124,0.659,109.79,0.0593,0.3918,0.1621,0.4705,low 3697,Senegal,2022,urban,Social_Services,Junior,17.07,381780,0.1071,340910,0.4018,136966,31,0.607,0.788,197.8,0.0679,0.5618,0.4025,0.6158,moderate 3698,Ethiopia,2023,capital,Health,Junior,122.93,1422660,0.184,1160938,0.3561,413427,12,0.6122,0.7078,96.64,0.0662,0.4483,0.1798,0.492,low 3699,Ghana,2022,rural,Security,Senior,32.62,778270,0.1425,667360,0.3833,255775,33,0.6597,0.746,365.69,0.0692,0.6774,0.4199,0.6143,moderate 3700,DRC,2025,urban,Security,Junior,108.36,669454,0.284,479352,0.2417,115862,11,0.5982,0.6286,131.59,0.0691,0.4117,0.2165,0.424,low 3701,Rwanda,2024,capital,Justice,Mid_Level,14.0,425781,0.08,391731,0.638,249925,63,0.8285,0.7965,573.58,0.0937,0.95,0.6846,0.8299,high 3702,Ethiopia,2025,rural,Health,Mid_Level,129.15,1650619,0.337,1094412,0.2021,221225,11,0.4792,0.6299,141.09,0.0605,0.3514,0.1793,0.3914,low 3703,Uganda,2020,urban,Social_Services,Executive,43.2,355885,0.1806,291604,0.3235,94346,22,0.608,0.724,894.35,0.0679,0.6812,0.392,0.5567,moderate 3704,DRC,2022,rural,Health,Senior,98.59,518954,0.2974,364601,0.1589,57930,11,0.5596,0.7046,156.89,0.0516,0.3457,0.1647,0.3996,low 3705,Botswana,2024,urban,Education,Mid_Level,2.6,126735,0.1036,113602,0.6657,75623,75,0.745,0.9121,622.61,0.0842,0.95,0.6915,0.879,high 3706,Tanzania,2022,urban,Justice,Executive,63.15,1220597,0.128,1064308,0.4005,426204,28,0.5353,0.7488,761.47,0.0603,0.5695,0.3778,0.5952,moderate 3707,Botswana,2025,capital,Education,Junior,2.64,121962,0.093,110619,0.7802,86304,83,0.7478,0.8141,616.12,0.0642,0.8974,0.6378,0.9049,high 3708,South Africa,2025,urban,Administration,Mid_Level,62.5,3113524,0.1029,2793270,0.6416,1792185,42,0.635,0.8539,517.49,0.0782,0.95,0.5585,0.7686,high 3709,South Africa,2025,rural,Social_Services,Mid_Level,62.5,3029020,0.1756,2497119,0.5169,1290725,69,0.8631,0.7758,638.59,0.0941,0.95,0.6857,0.7878,high 3710,Rwanda,2024,urban,Infrastructure,Director,14.0,383150,0.0862,350110,0.5899,206525,65,0.7614,0.8733,1012.05,0.088,0.8812,0.703,0.8278,high 3711,Tanzania,2019,capital,Health,Junior,57.79,1121928,0.1228,984117,0.4714,463910,31,0.5763,0.8116,290.36,0.05,0.6641,0.386,0.6414,moderate 3712,Uganda,2021,urban,Infrastructure,Junior,44.58,352678,0.1924,284829,0.3822,108870,17,0.5056,0.7497,246.25,0.0615,0.6721,0.3639,0.556,moderate 3713,Botswana,2023,urban,Infrastructure,Mid_Level,2.56,119148,0.0923,108147,0.7545,81594,67,0.8696,0.9259,450.61,0.0922,0.8884,0.7733,0.8881,high 3714,South Africa,2025,urban,Education,Mid_Level,62.5,3180682,0.1274,2775531,0.6283,1743905,60,0.7131,0.9004,530.41,0.0859,0.95,0.727,0.828,high 3715,Senegal,2022,urban,Education,Mid_Level,17.07,346027,0.1261,302379,0.4204,127134,29,0.6405,0.7797,234.2,0.0661,0.7284,0.3463,0.6205,moderate 3716,South Africa,2025,urban,Finance,Senior,62.5,3594570,0.1284,3132884,0.6258,1960674,51,0.6745,0.8625,778.79,0.0936,0.8982,0.6933,0.7904,high 3717,DRC,2023,rural,ICT,Senior,101.74,526157,0.3779,327332,0.1794,58721,8,0.5475,0.6629,182.69,0.069,0.4268,0.1738,0.3799,low 3718,Mozambique,2018,capital,Administration,Junior,28.12,293582,0.1923,237115,0.2571,60951,15,0.6164,0.6396,119.96,0.0575,0.3529,0.1951,0.4544,low 3719,Mozambique,2020,urban,Education,Mid_Level,29.66,277673,0.1746,229180,0.2812,64449,18,0.6336,0.6866,110.77,0.0615,0.447,0.1886,0.4882,low 3720,South Africa,2019,capital,Administration,Junior,59.58,3562741,0.1103,3169741,0.721,2285288,56,0.7014,0.8195,568.83,0.0876,0.9185,0.6367,0.8211,high 3721,Senegal,2023,urban,Social_Services,Junior,17.53,432161,0.1145,382673,0.4589,175595,30,0.626,0.708,249.6,0.0576,0.6098,0.354,0.6137,moderate 3722,Rwanda,2024,rural,Infrastructure,Junior,14.0,413747,0.118,364940,0.4734,172767,88,0.9038,0.8881,394.89,0.0751,0.95,0.5661,0.8437,high 3723,Tanzania,2018,rural,Justice,Junior,56.11,1018526,0.1509,864807,0.2605,225277,23,0.6282,0.7207,296.57,0.0486,0.5533,0.368,0.5351,moderate 3724,Mozambique,2023,remote,Education,Mid_Level,32.13,277111,0.269,202576,0.12,24309,13,0.614,0.6684,148.68,0.068,0.421,0.1883,0.4064,low 3725,Rwanda,2019,capital,Health,Junior,12.43,319221,0.0722,296157,0.6334,187571,76,0.7989,0.8132,384.36,0.0814,0.95,0.7149,0.8687,high 3726,Botswana,2025,urban,Social_Services,Mid_Level,2.64,134537,0.0807,123678,0.7489,92625,67,0.7534,0.8442,479.78,0.0921,0.95,0.6924,0.8754,high 3727,Mozambique,2019,urban,Education,Mid_Level,28.88,251612,0.214,197759,0.2548,50396,15,0.4867,0.5919,148.24,0.0618,0.396,0.1614,0.4422,low 3728,DRC,2024,urban,Education,Mid_Level,105.0,560925,0.2819,402796,0.2361,95090,12,0.5259,0.6177,136.13,0.0562,0.4262,0.2186,0.4257,low 3729,Senegal,2020,capital,Education,Junior,16.18,404736,0.1059,361860,0.5228,189178,28,0.5871,0.7449,321.51,0.064,0.5825,0.4786,0.6421,moderate 3730,DRC,2020,rural,Administration,Mid_Level,92.57,626389,0.3828,386617,0.1342,51898,13,0.5886,0.6333,149.49,0.0672,0.3744,0.1778,0.3706,low 3731,Ghana,2019,capital,Agriculture,Mid_Level,30.64,685408,0.1142,607152,0.5051,306670,46,0.7571,0.6923,212.84,0.0707,0.6108,0.4505,0.6727,high 3732,Uganda,2018,urban,Agriculture,Junior,40.56,352789,0.2253,273311,0.359,98105,22,0.6241,0.7881,183.97,0.0585,0.65,0.3692,0.5585,moderate 3733,DRC,2024,remote,Social_Services,Mid_Level,105.0,685604,0.3751,428446,0.1004,42995,12,0.5332,0.6996,140.82,0.0572,0.3335,0.182,0.3678,low 3734,Botswana,2020,rural,Administration,Junior,2.45,119690,0.1284,104327,0.4772,49785,47,0.5916,0.8703,604.14,0.0842,0.95,0.6507,0.7453,high 3735,Ethiopia,2020,capital,Social_Services,Mid_Level,114.15,1524502,0.1858,1241214,0.291,361232,16,0.5817,0.6766,90.56,0.05,0.3983,0.2039,0.478,low 3736,South Africa,2018,urban,Security,Mid_Level,59.11,2837979,0.1402,2440140,0.5536,1350882,51,0.6127,0.8132,555.59,0.0648,0.7841,0.5735,0.7386,high 3737,Botswana,2018,urban,Education,Junior,2.38,117826,0.0858,107715,0.5865,63179,69,0.6851,0.7751,448.19,0.0727,0.804,0.5976,0.8041,high 3738,Kenya,2021,capital,Health,Senior,51.68,1890796,0.0909,1718840,0.6068,1042982,54,0.7596,0.8256,899.08,0.0887,0.8519,0.6065,0.7836,high 3739,Uganda,2019,urban,Social_Services,Mid_Level,41.86,320279,0.1822,261919,0.3782,99045,22,0.5973,0.7665,285.78,0.063,0.6859,0.4266,0.5802,moderate 3740,Botswana,2025,rural,Infrastructure,Senior,2.64,133019,0.1106,118305,0.5449,64467,87,0.7734,0.8325,711.95,0.0835,0.95,0.5995,0.8559,high 3741,Tanzania,2024,rural,Security,Mid_Level,67.0,1231948,0.1687,1024131,0.2595,265772,24,0.5477,0.7729,302.97,0.0518,0.6811,0.3395,0.5507,moderate 3742,Ethiopia,2021,capital,Education,Senior,117.0,1370235,0.1653,1143715,0.2838,324611,18,0.5566,0.7067,186.61,0.0602,0.3849,0.2219,0.4913,low 3743,Uganda,2024,capital,Finance,Junior,49.0,438967,0.1838,358296,0.3657,131029,21,0.5698,0.8148,246.05,0.0484,0.6949,0.3354,0.5732,moderate 3744,Ethiopia,2023,rural,Justice,Mid_Level,122.93,1331401,0.3403,878285,0.2332,204787,14,0.5743,0.6568,122.47,0.0502,0.3893,0.178,0.4135,low 3745,Rwanda,2024,rural,Health,Mid_Level,14.0,371470,0.081,341367,0.3731,127354,73,0.8666,0.8179,627.39,0.0775,0.825,0.6394,0.7746,high 3746,Kenya,2023,urban,Finance,Junior,53.87,1998157,0.0888,1820630,0.6528,1188418,49,0.6379,0.9111,412.61,0.0694,0.95,0.5975,0.8049,high 3747,Rwanda,2021,urban,Justice,Mid_Level,13.04,419481,0.0903,381584,0.6386,243683,65,0.8209,0.9095,479.24,0.0851,0.9074,0.5532,0.832,high 3748,Kenya,2023,urban,Education,Mid_Level,53.87,1931815,0.1042,1730501,0.6421,1111209,58,0.8405,0.7918,396.3,0.0893,0.9464,0.7441,0.8173,high 3749,Tanzania,2023,capital,Security,Junior,65.05,1152235,0.1326,999405,0.4573,457007,25,0.6384,0.8166,209.62,0.0509,0.5788,0.3932,0.6134,moderate 3750,Rwanda,2020,urban,Health,Junior,12.73,364473,0.0887,332137,0.564,187335,54,0.6754,0.9243,478.17,0.0902,0.8465,0.5553,0.7826,high 3751,Rwanda,2021,rural,Social_Services,Junior,13.04,448262,0.1004,403271,0.4371,176269,91,0.84,0.8938,520.3,0.0683,0.7825,0.7629,0.8503,high 3752,Uganda,2024,remote,Security,Mid_Level,49.0,357723,0.3329,238626,0.1943,46370,20,0.6117,0.6877,250.58,0.0662,0.7143,0.3984,0.4798,low 3753,Nigeria,2020,rural,Health,Junior,208.37,4566361,0.1786,3750689,0.3043,1141170,28,0.7007,0.7808,289.98,0.0641,0.6056,0.3778,0.5669,moderate 3754,Nigeria,2019,urban,Health,Director,203.29,3695483,0.1395,3180146,0.427,1357970,26,0.5436,0.8228,542.37,0.0657,0.6941,0.3591,0.6156,moderate 3755,DRC,2020,rural,Social_Services,Mid_Level,92.57,522603,0.2746,379093,0.161,61044,11,0.5185,0.669,152.52,0.0697,0.4094,0.2367,0.4141,low 3756,DRC,2021,capital,Finance,Mid_Level,95.53,625025,0.2632,460490,0.2352,108309,11,0.5084,0.6639,133.88,0.0632,0.3543,0.1957,0.4251,low 3757,Nigeria,2018,urban,Education,Senior,198.33,4333337,0.1721,3587649,0.3791,1360140,29,0.5569,0.6816,353.06,0.0555,0.7316,0.4682,0.5965,moderate 3758,Mozambique,2025,capital,Infrastructure,Junior,33.89,349532,0.1798,286684,0.2749,78819,13,0.4866,0.6257,101.42,0.0523,0.4311,0.1623,0.4595,low 3759,Nigeria,2019,remote,Administration,Junior,203.29,4437027,0.226,3434327,0.2439,837487,36,0.6386,0.7,261.82,0.066,0.7213,0.3807,0.5597,moderate 3760,Senegal,2020,rural,Education,Junior,16.18,322049,0.1432,275936,0.3267,90157,37,0.5717,0.7389,273.68,0.0611,0.7062,0.4628,0.6161,moderate 3761,Rwanda,2019,remote,Administration,Junior,12.43,408098,0.1268,356364,0.3581,127631,86,0.95,0.8026,570.82,0.0644,0.95,0.5717,0.7954,high 3762,Nigeria,2020,rural,Finance,Mid_Level,208.37,3994145,0.2147,3136784,0.3443,1080103,37,0.6395,0.783,245.08,0.0706,0.6944,0.389,0.6007,moderate 3763,Nigeria,2021,capital,Administration,Junior,213.58,3863221,0.1373,3332729,0.4998,1665541,33,0.5855,0.7147,210.35,0.0625,0.7391,0.4623,0.6505,high 3764,Ethiopia,2022,urban,Education,Senior,119.93,1504161,0.18,1233352,0.2496,307832,14,0.5614,0.7099,141.24,0.0674,0.4363,0.1902,0.4715,low 3765,Ethiopia,2019,urban,Security,Junior,111.37,1490980,0.2431,1128473,0.3113,351252,17,0.5047,0.68,127.14,0.0492,0.3648,0.1938,0.4674,low 3766,Uganda,2022,capital,Infrastructure,Director,46.01,352014,0.1446,301120,0.3863,116334,21,0.6571,0.7444,528.75,0.0534,0.5592,0.4386,0.5744,moderate 3767,Senegal,2020,rural,Infrastructure,Mid_Level,16.18,324272,0.1303,282008,0.3246,91547,30,0.6211,0.7872,311.33,0.0623,0.5965,0.3673,0.588,moderate 3768,Ghana,2025,capital,Health,Director,34.71,744614,0.1232,652914,0.488,318589,41,0.6015,0.8096,456.2,0.0553,0.7052,0.4108,0.6767,high 3769,Uganda,2021,urban,Infrastructure,Executive,44.58,375233,0.188,304681,0.3384,103102,22,0.6625,0.7078,907.29,0.0496,0.6752,0.4427,0.5606,moderate 3770,Ethiopia,2023,remote,Justice,Executive,122.93,1454074,0.3064,1008606,0.1577,159013,17,0.5521,0.6434,548.36,0.0484,0.4084,0.2166,0.4143,low 3771,South Africa,2025,rural,Health,Mid_Level,62.5,3218827,0.1533,2725459,0.508,1384605,62,0.7998,0.8918,556.5,0.0882,0.8332,0.5457,0.7653,high 3772,DRC,2019,remote,ICT,Director,89.7,459540,0.5032,228312,0.1306,29810,9,0.5452,0.713,294.78,0.0709,0.3951,0.1875,0.3446,critical 3773,DRC,2019,capital,Security,Junior,89.7,523300,0.2632,385581,0.2129,82101,11,0.6108,0.7073,141.8,0.0572,0.3462,0.2232,0.428,low 3774,Rwanda,2024,rural,Education,Mid_Level,14.0,445486,0.1164,393621,0.3895,153321,64,0.7342,0.903,618.11,0.0729,0.9111,0.678,0.7726,high 3775,Rwanda,2019,rural,Finance,Senior,12.43,378445,0.1142,335215,0.3777,126614,72,0.7689,0.798,777.74,0.088,0.9082,0.7363,0.78,high 3776,Kenya,2020,capital,Health,Senior,50.61,1584378,0.0722,1469934,0.5317,781586,48,0.6789,0.8417,869.78,0.0773,0.7747,0.6785,0.7564,high 3777,South Africa,2019,capital,Justice,Junior,59.58,3399491,0.1124,3017280,0.7827,2361701,54,0.7482,0.8616,584.84,0.0745,0.9372,0.6606,0.8416,high 3778,Nigeria,2018,capital,Administration,Mid_Level,198.33,4101184,0.1536,3471186,0.4,1388467,25,0.627,0.7828,269.44,0.0579,0.6673,0.432,0.6014,moderate 3779,Uganda,2021,rural,Health,Junior,44.58,385818,0.2399,293258,0.2817,82606,24,0.5714,0.7906,193.95,0.0519,0.6323,0.4249,0.5448,moderate 3780,Ghana,2020,urban,Social_Services,Senior,31.29,879002,0.1019,789424,0.5453,430477,43,0.6232,0.709,270.34,0.0677,0.671,0.3225,0.674,high 3781,Uganda,2019,rural,Agriculture,Senior,41.86,299385,0.2976,210281,0.2372,49874,19,0.6496,0.7219,396.42,0.0563,0.6967,0.3698,0.4973,low 3782,Tanzania,2021,capital,Administration,Director,61.31,1204380,0.1416,1033856,0.4503,465507,20,0.5053,0.7929,631.41,0.0546,0.5598,0.4774,0.5998,moderate 3783,Rwanda,2018,urban,Security,Mid_Level,12.14,323459,0.0792,297827,0.5711,170095,60,0.766,0.9181,575.46,0.0692,0.821,0.642,0.807,high 3784,Senegal,2018,capital,Education,Junior,15.34,342229,0.0824,314032,0.4608,144703,24,0.6014,0.7279,187.45,0.0565,0.5526,0.4521,0.6143,moderate 3785,Ghana,2020,rural,Security,Mid_Level,31.29,803044,0.1632,671984,0.3539,237810,33,0.5507,0.7274,244.38,0.0512,0.7296,0.3213,0.5944,moderate 3786,Ethiopia,2019,rural,Social_Services,Mid_Level,111.37,1371912,0.2673,1005193,0.2364,237577,16,0.5016,0.6807,93.2,0.0577,0.389,0.2178,0.445,low 3787,Botswana,2025,urban,Security,Mid_Level,2.64,107503,0.0932,97479,0.7645,74525,69,0.7713,0.8751,592.05,0.0712,0.818,0.6893,0.8723,high 3788,Ethiopia,2018,remote,Education,Junior,108.65,1407316,0.3268,947454,0.1514,143431,14,0.6094,0.6194,129.59,0.072,0.4016,0.1713,0.3914,low 3789,Botswana,2020,urban,Education,Mid_Level,2.45,111664,0.0965,100887,0.7117,71803,75,0.7324,0.8369,597.54,0.0881,0.8232,0.5366,0.8528,high 3790,Kenya,2023,urban,Finance,Junior,53.87,1818468,0.0824,1668708,0.4921,821162,49,0.7638,0.9165,421.45,0.0728,0.8004,0.7564,0.7681,high 3791,Kenya,2018,remote,Security,Senior,48.55,1556573,0.1643,1300869,0.2754,358237,57,0.7499,0.9051,815.21,0.0951,0.9074,0.6635,0.7131,high 3792,DRC,2018,capital,Health,Junior,86.92,464765,0.2025,370632,0.2184,80963,13,0.5498,0.7055,108.69,0.0495,0.4303,0.2274,0.4581,low 3793,Nigeria,2020,capital,Administration,Director,208.37,4788938,0.1339,4147705,0.4156,1723990,27,0.6236,0.6815,540.33,0.0706,0.5611,0.3442,0.5807,moderate 3794,Ghana,2022,remote,Administration,Junior,32.62,843221,0.2491,633207,0.2836,179590,31,0.6602,0.7517,249.07,0.0597,0.5744,0.4463,0.551,moderate 3795,DRC,2020,capital,Finance,Mid_Level,92.57,564325,0.2526,421781,0.2581,108861,12,0.5565,0.6587,112.3,0.0593,0.3931,0.2241,0.4419,low 3796,Ghana,2023,capital,ICT,Director,33.3,777376,0.1343,672936,0.5501,370190,31,0.6653,0.6822,695.36,0.068,0.6209,0.3735,0.6332,moderate 3797,Tanzania,2020,urban,Agriculture,Senior,59.53,1195795,0.1413,1026838,0.3974,408060,24,0.613,0.6967,367.57,0.0602,0.6752,0.331,0.5792,moderate 3798,Botswana,2021,rural,Justice,Mid_Level,2.49,124372,0.1296,108255,0.5437,58860,79,0.872,0.9106,379.06,0.0801,0.95,0.5484,0.8375,high 3799,Senegal,2019,urban,Agriculture,Mid_Level,15.76,352936,0.1005,317449,0.5054,160425,28,0.6777,0.7493,181.07,0.0595,0.68,0.4608,0.6477,moderate 3800,Kenya,2022,remote,Education,Junior,52.76,1815249,0.1675,1511229,0.2741,414213,39,0.6805,0.8303,584.97,0.0724,0.8918,0.6539,0.6533,high 3801,Ethiopia,2025,capital,Education,Junior,129.15,1778232,0.1672,1480973,0.3423,506864,15,0.6074,0.6242,118.23,0.0715,0.3426,0.2097,0.4801,low 3802,Ethiopia,2025,capital,Social_Services,Junior,129.15,1410625,0.1699,1171026,0.3341,391186,10,0.5271,0.6756,94.05,0.0534,0.3493,0.1621,0.4685,low 3803,Ghana,2021,urban,Administration,Mid_Level,31.94,911265,0.1389,784646,0.5724,449120,31,0.5618,0.7337,248.77,0.0678,0.6581,0.4724,0.659,high 3804,Senegal,2020,rural,Security,Junior,16.18,386460,0.1596,324769,0.302,98093,31,0.6503,0.785,237.61,0.0653,0.6033,0.3688,0.5781,moderate 3805,Senegal,2018,urban,Education,Mid_Level,15.34,384646,0.1361,332309,0.4404,146335,37,0.7376,0.7535,225.09,0.0517,0.5868,0.4567,0.6359,moderate 3806,Nigeria,2020,urban,Justice,Senior,208.37,3802863,0.1694,3158720,0.4221,1333380,25,0.6036,0.7916,284.89,0.0497,0.7303,0.4741,0.6149,moderate 3807,Ethiopia,2022,capital,Health,Junior,119.93,1345294,0.2104,1062224,0.2755,292662,11,0.5788,0.6185,99.56,0.062,0.3407,0.2103,0.4417,low 3808,Uganda,2018,capital,Finance,Mid_Level,40.56,295664,0.1935,238458,0.439,104689,22,0.5479,0.6916,315.8,0.0512,0.6107,0.3726,0.5685,moderate 3809,South Africa,2020,capital,Education,Mid_Level,60.06,2901613,0.1176,2560270,0.6843,1751958,44,0.7423,0.873,533.64,0.0688,0.9437,0.7271,0.7997,high 3810,Rwanda,2025,rural,Finance,Senior,14.34,372068,0.0975,335774,0.4672,156882,68,0.6698,0.7839,600.24,0.0906,0.95,0.7186,0.7969,high 3811,Ghana,2025,urban,Justice,Junior,34.71,942229,0.1359,814205,0.574,467388,43,0.5724,0.78,190.25,0.0611,0.5832,0.3992,0.6823,high 3812,Tanzania,2024,urban,Health,Junior,67.0,1087927,0.1211,956226,0.4241,405526,30,0.6254,0.7128,254.45,0.0708,0.6273,0.3878,0.6092,moderate 3813,DRC,2021,capital,Education,Mid_Level,95.53,514998,0.2334,394815,0.226,89224,10,0.5481,0.6143,106.3,0.0606,0.4084,0.2269,0.4288,low 3814,Tanzania,2024,urban,Health,Junior,67.0,1025269,0.1212,901037,0.344,309985,30,0.6286,0.6804,267.65,0.0675,0.5581,0.3403,0.5726,moderate 3815,Mozambique,2021,capital,Health,Mid_Level,30.47,310370,0.2012,247929,0.2452,60802,22,0.5031,0.6242,87.5,0.0539,0.4269,0.17,0.4693,low 3816,Ghana,2019,rural,Health,Mid_Level,30.64,856748,0.1391,737596,0.31,228687,35,0.707,0.8153,295.18,0.0636,0.6357,0.4462,0.6107,moderate 3817,Nigeria,2024,capital,Security,Senior,230.0,5153208,0.1529,4365495,0.5006,2185488,37,0.5886,0.7575,463.54,0.0632,0.7341,0.3281,0.6493,moderate 3818,Tanzania,2019,capital,Health,Mid_Level,57.79,1009550,0.1105,897985,0.4666,419037,29,0.5308,0.7409,283.03,0.0505,0.7075,0.4186,0.6353,moderate 3819,South Africa,2023,capital,Justice,Junior,61.51,3612325,0.0939,3273173,0.6532,2137999,66,0.7258,0.8175,368.76,0.0902,0.8989,0.6222,0.8296,high 3820,Uganda,2019,rural,Infrastructure,Junior,41.86,293246,0.2634,216010,0.2431,52522,29,0.5695,0.6978,181.7,0.0645,0.6092,0.3638,0.5194,moderate 3821,Uganda,2018,capital,Education,Junior,40.56,340271,0.1412,292224,0.3743,109391,29,0.6495,0.8249,186.91,0.0577,0.5974,0.4706,0.6113,moderate 3822,Senegal,2025,rural,Education,Mid_Level,18.49,451971,0.1557,381613,0.3593,137107,36,0.5662,0.7887,206.29,0.0689,0.6129,0.4103,0.6115,moderate 3823,DRC,2020,capital,Justice,Mid_Level,92.57,626011,0.2305,481717,0.2121,102176,9,0.5182,0.628,113.38,0.0534,0.4472,0.1669,0.4235,low 3824,South Africa,2023,urban,Infrastructure,Mid_Level,61.51,3655067,0.1281,3186903,0.5993,1909803,51,0.7733,0.8463,561.46,0.076,0.95,0.6303,0.7803,high 3825,Tanzania,2021,remote,Infrastructure,Junior,61.31,1114066,0.1856,907307,0.2039,185014,28,0.5332,0.7433,264.83,0.0534,0.595,0.427,0.5383,moderate 3826,Ghana,2025,urban,Education,Executive,34.71,954979,0.148,813666,0.4323,351785,47,0.7578,0.72,1074.53,0.0521,0.634,0.4164,0.6516,high 3827,Ghana,2018,remote,Administration,Senior,30.01,666736,0.2242,517247,0.305,157748,29,0.6432,0.7056,417.72,0.0635,0.7225,0.3977,0.5606,moderate 3828,South Africa,2024,capital,Security,Senior,62.0,3505825,0.1225,3076316,0.7293,2243658,61,0.8366,0.82,861.76,0.0862,0.95,0.6494,0.8371,high 3829,Botswana,2021,capital,Administration,Junior,2.49,113635,0.0689,105801,0.7749,81985,61,0.763,0.89,533.0,0.065,0.95,0.6658,0.8741,high 3830,Botswana,2019,urban,Social_Services,Director,2.41,118819,0.1018,106720,0.6843,73030,64,0.8283,0.8321,1404.39,0.0836,0.8152,0.6003,0.822,high 3831,Tanzania,2019,capital,Finance,Junior,57.79,906561,0.1088,807964,0.4524,365506,31,0.6171,0.7664,272.57,0.0636,0.7449,0.4174,0.6446,moderate 3832,Senegal,2022,remote,Security,Mid_Level,17.07,402756,0.1682,335031,0.2625,87952,38,0.6791,0.7032,252.25,0.0674,0.631,0.4684,0.584,moderate 3833,Ethiopia,2018,rural,Education,Mid_Level,108.65,1479548,0.3028,1031514,0.2041,210494,18,0.5658,0.6584,106.11,0.0612,0.4152,0.2007,0.4307,low 3834,Tanzania,2019,capital,Education,Senior,57.79,1183632,0.1263,1034167,0.4799,496319,19,0.6371,0.7181,301.98,0.0546,0.6496,0.414,0.6,moderate 3835,South Africa,2018,urban,Security,Senior,59.11,2882974,0.1076,2572877,0.6782,1744885,63,0.7514,0.8579,749.75,0.077,0.95,0.751,0.8489,high 3836,Ethiopia,2023,urban,ICT,Junior,122.93,1675174,0.2254,1297524,0.304,394488,14,0.5322,0.614,92.08,0.0555,0.3613,0.2027,0.4532,low 3837,DRC,2024,capital,Justice,Junior,105.0,656665,0.2354,502084,0.2507,125858,8,0.4524,0.6069,154.59,0.0562,0.4047,0.1846,0.4238,low 3838,Ghana,2021,urban,Education,Junior,31.94,724504,0.1149,641261,0.4881,312986,44,0.6144,0.7044,212.1,0.0669,0.6007,0.4511,0.6641,high 3839,Ethiopia,2020,urban,Education,Junior,114.15,1336831,0.2112,1054514,0.3287,346627,16,0.6286,0.7012,114.74,0.0666,0.3866,0.2076,0.484,low 3840,Ethiopia,2023,rural,Infrastructure,Junior,122.93,1683009,0.2397,1279647,0.1843,235847,10,0.5604,0.6243,148.35,0.0622,0.4229,0.1716,0.4143,low 3841,Tanzania,2021,rural,Education,Junior,61.31,1187911,0.1983,952386,0.3263,310773,27,0.5545,0.8068,319.3,0.0597,0.569,0.3605,0.5635,moderate 3842,Nigeria,2024,capital,Education,Junior,230.0,4997989,0.1365,4315890,0.4716,2035318,33,0.686,0.7257,200.78,0.0524,0.5837,0.3383,0.6173,moderate 3843,Senegal,2021,capital,Justice,Junior,16.62,415321,0.0812,381608,0.473,180516,38,0.7248,0.6881,295.16,0.066,0.6422,0.4203,0.6524,high 3844,Mozambique,2020,urban,Health,Junior,29.66,298969,0.1622,250471,0.2283,57176,13,0.574,0.672,138.31,0.0714,0.4461,0.1766,0.4621,low 3845,Tanzania,2020,rural,Health,Junior,59.53,1185174,0.178,974200,0.2899,282378,30,0.6774,0.8047,309.23,0.0551,0.6791,0.3378,0.5754,moderate 3846,South Africa,2025,capital,Education,Director,62.5,3441616,0.0974,3106437,0.6149,1910049,59,0.756,0.8786,998.5,0.0866,0.8725,0.7654,0.8225,high 3847,Nigeria,2023,remote,Health,Director,224.39,4996546,0.2636,3679292,0.2674,984004,34,0.7305,0.7885,780.7,0.0527,0.5909,0.4012,0.5534,moderate 3848,Kenya,2023,capital,Finance,Junior,53.87,2126094,0.0922,1930041,0.5376,1037560,37,0.744,0.8323,530.69,0.0943,0.95,0.5449,0.7282,high 3849,Rwanda,2023,remote,Health,Mid_Level,13.67,443871,0.1046,397438,0.3165,125787,61,0.6451,0.7819,452.53,0.0825,0.95,0.7633,0.7441,high 3850,Uganda,2024,rural,Health,Junior,49.0,424851,0.2991,297768,0.2571,76542,25,0.6892,0.7685,291.82,0.0712,0.691,0.3411,0.5205,moderate 3851,Rwanda,2025,rural,Education,Executive,14.34,375843,0.1185,331292,0.4815,159517,64,0.8377,0.7753,2542.66,0.0834,0.9158,0.7777,0.7864,high 3852,Ethiopia,2018,rural,Security,Junior,108.65,1114077,0.3075,771443,0.1979,152663,14,0.5764,0.6352,99.45,0.0537,0.3534,0.2173,0.4099,low 3853,Nigeria,2019,remote,Health,Junior,203.29,4434928,0.2195,3461638,0.2402,831402,26,0.6883,0.7078,185.65,0.0627,0.6258,0.4646,0.5354,moderate 3854,Tanzania,2025,rural,Health,Mid_Level,69.01,1090208,0.1497,926997,0.2647,245418,26,0.5951,0.7914,253.51,0.0543,0.5797,0.4112,0.5616,moderate 3855,Senegal,2023,capital,Security,Senior,17.53,355767,0.1137,315323,0.5666,178677,41,0.5925,0.6823,425.98,0.0572,0.5872,0.3915,0.666,high 3856,DRC,2022,capital,Health,Senior,98.59,583744,0.2011,466355,0.266,124029,13,0.5359,0.6205,204.75,0.0654,0.4349,0.1611,0.4514,low 3857,Ghana,2023,urban,ICT,Junior,33.3,829381,0.1366,716067,0.5382,385406,40,0.6545,0.8114,261.51,0.0605,0.7196,0.3909,0.6832,high 3858,Senegal,2022,urban,Education,Mid_Level,17.07,356983,0.0924,323986,0.4558,147664,36,0.5574,0.7601,221.51,0.049,0.5714,0.4346,0.6455,moderate 3859,South Africa,2022,remote,Security,Director,61.02,3025571,0.2061,2402054,0.3572,857952,60,0.8282,0.8547,1072.73,0.0865,0.8458,0.5417,0.7047,high 3860,Tanzania,2022,capital,Security,Junior,63.15,1261655,0.1185,1112142,0.4232,470655,25,0.6385,0.6983,226.2,0.0544,0.6282,0.4659,0.6028,moderate 3861,Tanzania,2023,urban,Health,Mid_Level,65.05,1275807,0.1309,1108815,0.4488,497628,24,0.5353,0.7992,259.84,0.0604,0.733,0.452,0.6278,moderate 3862,Kenya,2025,rural,Agriculture,Mid_Level,56.15,1880513,0.1099,1673809,0.4566,764220,36,0.7189,0.8096,421.82,0.0642,0.8718,0.5431,0.6896,high 3863,Ghana,2019,rural,Finance,Junior,30.64,724021,0.1348,626414,0.4093,256415,45,0.6501,0.7111,191.04,0.0649,0.576,0.4271,0.6381,moderate 3864,Tanzania,2020,rural,Education,Junior,59.53,999953,0.1988,801113,0.3074,246237,28,0.5795,0.7703,181.33,0.0625,0.7049,0.3421,0.5674,moderate 3865,Ethiopia,2024,remote,ICT,Junior,126.0,1691456,0.3033,1178392,0.1504,177179,15,0.5132,0.6298,149.38,0.0522,0.3945,0.2262,0.4058,low 3866,DRC,2019,remote,ICT,Junior,89.7,533838,0.3379,353461,0.1332,47071,9,0.5244,0.6724,130.84,0.0637,0.3335,0.2187,0.3774,low 3867,Mozambique,2023,rural,Security,Junior,32.13,289148,0.223,224661,0.1767,39695,14,0.5036,0.6395,128.9,0.061,0.4294,0.1915,0.4314,low 3868,South Africa,2021,capital,Justice,Mid_Level,60.54,2848211,0.0933,2582539,0.6327,1634087,56,0.6237,0.8974,445.44,0.0934,0.8477,0.6153,0.8058,high 3869,Ghana,2025,capital,Social_Services,Junior,34.71,866664,0.1288,755076,0.4903,370189,27,0.5605,0.7143,236.06,0.0659,0.5618,0.4115,0.6124,moderate 3870,Botswana,2023,rural,ICT,Senior,2.56,101549,0.1023,91155,0.5322,48515,55,0.6654,0.9094,732.72,0.0767,0.9016,0.5867,0.7802,high 3871,Botswana,2018,remote,Education,Mid_Level,2.38,92834,0.1264,81102,0.3297,26740,49,0.7275,0.7679,487.06,0.0853,0.8726,0.559,0.6817,high 3872,Tanzania,2019,capital,Education,Junior,57.79,1008051,0.1096,897615,0.402,360814,29,0.5279,0.7412,314.38,0.0663,0.6174,0.4078,0.6093,moderate 3873,DRC,2025,rural,Agriculture,Mid_Level,108.36,727058,0.295,512590,0.1597,81851,10,0.5348,0.5902,141.11,0.0524,0.3973,0.2339,0.3928,low 3874,Mozambique,2020,urban,Finance,Mid_Level,29.66,272623,0.2208,212420,0.2674,56804,13,0.5536,0.6318,109.25,0.0716,0.3789,0.1619,0.443,low 3875,Nigeria,2020,rural,Infrastructure,Junior,208.37,3752534,0.2326,2879594,0.2659,765619,25,0.6865,0.7733,211.83,0.0527,0.6337,0.4233,0.5425,moderate 3876,Uganda,2019,rural,Health,Junior,41.86,343948,0.2728,250124,0.2734,68392,19,0.5562,0.6806,175.07,0.058,0.6585,0.4514,0.5107,moderate 3877,Kenya,2025,urban,Social_Services,Junior,56.15,2152139,0.0852,1968823,0.5565,1095677,37,0.6418,0.8757,425.62,0.0899,0.95,0.6684,0.7535,high 3878,Senegal,2019,rural,Education,Junior,15.76,324274,0.1475,276439,0.3054,84427,29,0.5967,0.7881,303.65,0.0678,0.5902,0.4496,0.5842,moderate 3879,South Africa,2023,capital,Education,Junior,61.51,3196495,0.1211,2809474,0.6834,1919950,43,0.7198,0.8988,521.68,0.0792,0.95,0.5257,0.7805,high 3880,Mozambique,2022,remote,Social_Services,Junior,31.29,352081,0.296,247861,0.1424,35289,19,0.4955,0.6015,123.19,0.0523,0.3805,0.2165,0.409,low 3881,Senegal,2023,remote,Administration,Director,17.53,373141,0.1604,313282,0.2621,82116,41,0.7176,0.7796,738.47,0.0578,0.6503,0.352,0.5951,moderate 3882,Botswana,2023,urban,Education,Junior,2.56,115641,0.0896,105278,0.7536,79335,84,0.7881,0.8214,434.36,0.0737,0.95,0.6836,0.9126,high 3883,Mozambique,2018,rural,Social_Services,Junior,28.12,315460,0.2427,238913,0.1775,42413,16,0.5035,0.5978,101.33,0.0481,0.399,0.1708,0.4204,low 3884,Ethiopia,2018,rural,Agriculture,Mid_Level,108.65,1305269,0.3392,862526,0.1846,159214,17,0.5529,0.7024,100.89,0.0707,0.433,0.1739,0.4199,low 3885,South Africa,2021,capital,Health,Junior,60.54,3242224,0.1022,2910832,0.6666,1940229,53,0.6396,0.8029,508.83,0.0691,0.95,0.7114,0.8102,high 3886,DRC,2025,urban,Education,Junior,108.36,620894,0.2944,438083,0.2204,96539,15,0.6296,0.6344,115.53,0.0552,0.4183,0.2056,0.4265,low 3887,Ghana,2018,remote,Justice,Director,30.01,693952,0.2313,533474,0.284,151486,29,0.5716,0.7038,495.02,0.0636,0.7214,0.4781,0.5612,moderate 3888,Senegal,2019,rural,Health,Junior,15.76,382732,0.1779,314642,0.3798,119498,32,0.6724,0.7304,280.15,0.0517,0.5763,0.4774,0.5954,moderate 3889,Senegal,2020,remote,Health,Senior,16.18,402604,0.1524,341256,0.2413,82347,39,0.5585,0.7207,320.6,0.0512,0.5697,0.3598,0.5708,moderate 3890,DRC,2019,remote,Health,Junior,89.7,587789,0.4641,314996,0.1159,36503,11,0.5189,0.7116,146.42,0.0543,0.3855,0.2197,0.3577,low 3891,Botswana,2024,capital,ICT,Senior,2.6,117124,0.0784,107939,0.7504,80996,80,0.8314,0.9031,913.59,0.0865,0.7863,0.6364,0.8957,high 3892,Senegal,2020,capital,Security,Mid_Level,16.18,309100,0.1057,276424,0.4528,125159,41,0.7033,0.6756,305.71,0.0496,0.5548,0.3832,0.6344,moderate 3893,Ethiopia,2019,remote,Administration,Senior,111.37,1283548,0.3369,851064,0.1486,126498,11,0.6099,0.6167,153.02,0.0652,0.4038,0.2367,0.387,low 3894,Nigeria,2025,urban,Administration,Director,235.75,5218734,0.1847,4254578,0.4419,1879966,23,0.6559,0.7211,784.43,0.0605,0.648,0.453,0.5901,moderate 3895,Tanzania,2021,capital,Justice,Junior,61.31,1218190,0.1437,1043146,0.4226,440871,29,0.5269,0.7941,243.9,0.0543,0.7232,0.3855,0.6222,moderate 3896,Senegal,2024,urban,Administration,Mid_Level,18.0,415862,0.0963,375800,0.4916,184735,33,0.6734,0.8051,280.48,0.06,0.7187,0.4381,0.6678,high 3897,South Africa,2024,remote,Health,Mid_Level,62.0,2915256,0.2194,2275589,0.3438,782435,67,0.6809,0.8704,383.85,0.0753,0.9197,0.6998,0.7411,high 3898,Ghana,2022,rural,Health,Mid_Level,32.62,787450,0.1448,673455,0.4026,271126,48,0.6379,0.6986,289.67,0.0718,0.6341,0.4465,0.6473,moderate 3899,Botswana,2019,capital,Health,Mid_Level,2.41,111457,0.0835,102152,0.6744,68893,50,0.7071,0.8551,476.48,0.0859,0.8878,0.7427,0.814,high 3900,Tanzania,2024,urban,Administration,Mid_Level,67.0,1193121,0.1509,1013136,0.4552,461189,19,0.5199,0.7958,241.27,0.0686,0.621,0.4761,0.6027,moderate 3901,Mozambique,2019,remote,Justice,Executive,28.88,259534,0.3163,177448,0.1277,22653,21,0.5434,0.6534,391.66,0.065,0.4184,0.1692,0.4121,low 3902,Mozambique,2023,capital,ICT,Senior,32.13,292556,0.1677,243484,0.2889,70334,21,0.6617,0.6395,178.79,0.0518,0.3724,0.2394,0.4899,low 3903,Kenya,2025,urban,Education,Mid_Level,56.15,1920190,0.104,1720398,0.5943,1022418,57,0.7006,0.8699,556.88,0.0847,0.95,0.7515,0.8157,high 3904,DRC,2020,capital,Health,Mid_Level,92.57,527995,0.2245,409445,0.204,83546,15,0.5749,0.6012,113.26,0.0555,0.4329,0.2301,0.4389,low 3905,DRC,2024,urban,Administration,Junior,105.0,660527,0.2544,492511,0.2105,103668,9,0.4942,0.6918,132.15,0.0703,0.4112,0.1649,0.4229,low 3906,Uganda,2018,rural,Education,Junior,40.56,315375,0.2767,228104,0.2708,61776,18,0.64,0.8208,293.79,0.0526,0.7073,0.4035,0.5277,moderate 3907,Nigeria,2018,rural,ICT,Junior,198.33,3446913,0.1874,2801061,0.3175,889259,35,0.5796,0.7079,313.35,0.0692,0.7311,0.3481,0.5841,moderate 3908,DRC,2025,urban,Infrastructure,Mid_Level,108.36,743362,0.2281,573818,0.244,139987,15,0.6301,0.6314,111.0,0.0529,0.3871,0.1799,0.4429,low 3909,Kenya,2023,rural,Administration,Junior,53.87,1846683,0.1267,1612644,0.4674,753708,39,0.6179,0.7985,582.56,0.0761,0.95,0.7746,0.7249,high 3910,Ethiopia,2025,rural,Administration,Junior,129.15,1499965,0.2908,1063750,0.2203,234346,11,0.5499,0.7106,88.85,0.0501,0.4419,0.2265,0.4333,low 3911,Nigeria,2018,urban,Education,Junior,198.33,3433779,0.1417,2947060,0.4487,1322218,26,0.5691,0.7144,189.57,0.0622,0.6951,0.4768,0.6161,moderate 3912,Tanzania,2019,capital,Security,Junior,57.79,1042979,0.1335,903766,0.4263,385238,24,0.5852,0.7435,175.11,0.0525,0.6713,0.3228,0.5941,moderate 3913,Ghana,2020,urban,Finance,Junior,31.29,870277,0.1054,778584,0.5569,433605,48,0.6253,0.6856,193.17,0.0685,0.7421,0.4146,0.7014,high 3914,Mozambique,2025,rural,Agriculture,Director,33.89,335682,0.2593,248639,0.1995,49615,20,0.5547,0.6468,248.85,0.0509,0.3727,0.1994,0.4393,low 3915,Senegal,2019,capital,Health,Senior,15.76,366794,0.0865,335063,0.5234,175356,32,0.6403,0.7993,369.6,0.0549,0.7046,0.3455,0.6641,high 3916,Nigeria,2025,remote,Education,Senior,235.75,5311922,0.3065,3683718,0.2069,762268,24,0.5943,0.7578,339.92,0.0498,0.6362,0.365,0.4989,low 3917,DRC,2021,urban,Finance,Mid_Level,95.53,549181,0.2228,426804,0.2078,88709,10,0.4694,0.6674,129.64,0.0556,0.4437,0.2231,0.438,low 3918,Botswana,2025,urban,Infrastructure,Mid_Level,2.64,121893,0.0941,110418,0.6725,74254,52,0.7743,0.8308,532.51,0.0758,0.9051,0.6861,0.8083,high 3919,Senegal,2022,capital,Education,Junior,17.07,384000,0.0965,346925,0.4612,160010,23,0.6395,0.6831,232.11,0.0589,0.6408,0.3422,0.5994,moderate 3920,Botswana,2023,capital,Security,Junior,2.56,116002,0.0769,107081,0.8,85664,61,0.6665,0.8263,499.71,0.0661,0.95,0.5717,0.8594,high 3921,DRC,2025,urban,Infrastructure,Mid_Level,108.36,565304,0.2433,427752,0.2004,85741,9,0.5632,0.6065,125.97,0.0574,0.4457,0.2325,0.4206,low 3922,Uganda,2018,rural,Health,Mid_Level,40.56,354868,0.2306,273043,0.2782,75971,19,0.6404,0.7409,204.89,0.0493,0.6708,0.4293,0.5305,moderate 3923,Nigeria,2023,urban,Finance,Mid_Level,224.39,3859506,0.1411,3314986,0.3975,1317824,35,0.6287,0.6819,309.26,0.0572,0.5675,0.387,0.5993,moderate 3924,Rwanda,2025,rural,Agriculture,Senior,14.34,432200,0.1131,383336,0.4814,184529,67,0.7554,0.8035,833.26,0.0684,0.9024,0.7713,0.7975,high 3925,Botswana,2021,capital,Health,Director,2.49,118842,0.085,108743,0.7196,78248,67,0.7815,0.8954,1257.04,0.0738,0.9189,0.6971,0.8721,high 3926,Rwanda,2018,urban,Education,Senior,12.14,352092,0.0795,324101,0.5926,192056,89,0.95,0.7792,533.85,0.0865,0.9459,0.6642,0.8787,high 3927,Senegal,2021,rural,Security,Junior,16.62,346386,0.1791,284336,0.3234,91951,27,0.6919,0.7809,258.76,0.0664,0.5958,0.4093,0.5712,moderate 3928,Tanzania,2020,remote,Health,Junior,59.53,989153,0.2252,766359,0.1944,148946,27,0.6505,0.6762,308.08,0.0685,0.5624,0.3309,0.5005,moderate 3929,Senegal,2022,urban,Infrastructure,Mid_Level,17.07,390968,0.1239,342524,0.5066,173528,35,0.5642,0.6954,267.06,0.065,0.6995,0.403,0.6477,moderate 3930,Kenya,2022,remote,Education,Junior,52.76,2106442,0.1839,1719105,0.2659,457046,49,0.745,0.7952,359.57,0.0652,0.9277,0.5799,0.663,high 3931,Ethiopia,2020,capital,Security,Senior,114.15,1465761,0.1675,1220268,0.3548,432946,19,0.5344,0.7128,173.97,0.049,0.3988,0.2021,0.5113,moderate 3932,DRC,2024,urban,Justice,Senior,105.0,542105,0.2695,396033,0.2132,84425,9,0.5226,0.6964,200.5,0.0631,0.341,0.2133,0.4183,low 3933,Rwanda,2024,remote,Social_Services,Junior,14.0,475884,0.1407,408920,0.2788,114002,84,0.7868,0.8679,434.84,0.0874,0.8245,0.737,0.7808,high 3934,Uganda,2018,capital,Health,Junior,40.56,339747,0.1667,283112,0.3872,109609,27,0.6188,0.7511,237.91,0.0715,0.5998,0.3449,0.5798,moderate 3935,South Africa,2021,rural,Health,Senior,60.54,2999627,0.1689,2493046,0.4221,1052387,73,0.7585,0.7968,533.89,0.0739,0.877,0.5291,0.7559,high 3936,Rwanda,2022,urban,Infrastructure,Junior,13.35,386493,0.0897,351806,0.5749,202256,88,0.7559,0.7859,649.68,0.0847,0.95,0.6307,0.8672,high 3937,Rwanda,2024,remote,Health,Junior,14.0,466125,0.1048,417280,0.3138,130923,56,0.704,0.841,404.04,0.0666,0.8874,0.6538,0.7225,high 3938,Ethiopia,2023,rural,Health,Junior,122.93,1627252,0.3054,1130279,0.2301,260125,19,0.5474,0.6023,90.04,0.051,0.4114,0.1696,0.4271,low 3939,Senegal,2025,rural,ICT,Mid_Level,18.49,370372,0.1311,321804,0.3595,115703,23,0.6587,0.6794,265.67,0.0573,0.6718,0.4451,0.5782,moderate 3940,Ghana,2018,remote,Agriculture,Junior,30.01,858194,0.2362,655508,0.2453,160811,28,0.6896,0.7627,244.52,0.0499,0.6581,0.3634,0.5389,moderate 3941,Mozambique,2019,urban,Health,Mid_Level,28.88,299336,0.2173,234282,0.2206,51671,14,0.6014,0.6597,84.65,0.0655,0.3802,0.181,0.4409,low 3942,Tanzania,2024,urban,Finance,Senior,67.0,1079258,0.1422,925744,0.3528,326626,34,0.6001,0.8115,345.08,0.0683,0.7016,0.3572,0.6153,moderate 3943,Botswana,2023,capital,Health,Junior,2.56,122552,0.0683,114179,0.7775,88775,78,0.7658,0.7824,528.98,0.0682,0.7742,0.554,0.8725,high 3944,Botswana,2020,rural,Education,Director,2.45,118247,0.1405,101629,0.524,53248,48,0.6191,0.8108,1402.5,0.0846,0.8295,0.7015,0.7406,high 3945,Nigeria,2020,rural,Education,Junior,208.37,4160923,0.2504,3119098,0.3257,1015955,27,0.6114,0.7408,179.7,0.0642,0.5926,0.4055,0.5473,moderate 3946,DRC,2018,rural,Health,Junior,86.92,503254,0.3726,315738,0.1782,56253,9,0.478,0.6658,99.65,0.0486,0.3586,0.1788,0.3775,low 3947,Botswana,2022,urban,Education,Junior,2.52,105658,0.101,94990,0.6783,64434,81,0.9465,0.8493,628.55,0.0696,0.8581,0.6913,0.8792,high 3948,Kenya,2019,urban,Administration,Executive,49.57,1753163,0.1034,1571801,0.5897,926914,49,0.666,0.8694,1814.75,0.088,0.8079,0.7068,0.776,high 3949,DRC,2022,capital,Social_Services,Mid_Level,98.59,633214,0.1903,512722,0.2098,107565,14,0.5505,0.6235,121.36,0.0569,0.4454,0.1758,0.4455,low 3950,Senegal,2022,urban,Health,Mid_Level,17.07,334562,0.1032,300044,0.4559,136779,31,0.7009,0.7726,185.41,0.0514,0.6668,0.3561,0.6339,moderate 3951,South Africa,2019,remote,Security,Junior,59.58,2710364,0.223,2105819,0.3591,756269,53,0.7178,0.9174,369.03,0.0874,0.95,0.6553,0.7147,high 3952,Tanzania,2025,capital,Security,Junior,69.01,1197113,0.1299,1041587,0.4511,469903,24,0.5737,0.747,323.93,0.0672,0.6239,0.3781,0.6026,moderate 3953,Tanzania,2025,rural,Security,Mid_Level,69.01,1077092,0.1547,910479,0.2751,250474,26,0.6422,0.7923,307.72,0.0545,0.6984,0.4791,0.5817,moderate 3954,Ghana,2019,capital,Administration,Junior,30.64,816620,0.107,729280,0.5223,380927,47,0.6573,0.7361,177.35,0.0524,0.623,0.4265,0.6867,high 3955,Mozambique,2018,urban,Education,Senior,28.12,262263,0.2332,201102,0.2917,58658,14,0.5356,0.6803,155.01,0.0678,0.4454,0.2105,0.4673,low 3956,Uganda,2019,capital,Finance,Junior,41.86,362397,0.166,302249,0.4055,122553,23,0.5096,0.7812,298.86,0.0593,0.666,0.343,0.5855,moderate 3957,Senegal,2023,remote,Security,Junior,17.53,363543,0.2233,282357,0.2622,74033,29,0.6346,0.6995,313.7,0.0574,0.59,0.332,0.5293,moderate 3958,South Africa,2018,urban,Security,Mid_Level,59.11,2957917,0.1337,2562425,0.7091,1817060,63,0.7781,0.7977,607.43,0.0667,0.95,0.6288,0.8289,high 3959,Ethiopia,2018,capital,ICT,Mid_Level,108.65,1282043,0.2294,988002,0.3085,304837,18,0.6327,0.6825,90.85,0.0709,0.4049,0.1927,0.4769,low 3960,Senegal,2024,capital,Health,Mid_Level,18.0,411391,0.1018,369518,0.5253,194125,41,0.5904,0.7264,219.02,0.0704,0.589,0.3788,0.6641,high 3961,Senegal,2025,rural,Health,Director,18.49,353025,0.1525,299180,0.3071,91864,35,0.5985,0.7976,649.45,0.0555,0.7213,0.4444,0.6123,moderate 3962,Senegal,2021,urban,Finance,Mid_Level,16.62,404862,0.0941,366778,0.4423,162219,37,0.7382,0.698,181.52,0.0673,0.7417,0.4344,0.6519,high 3963,South Africa,2022,capital,ICT,Mid_Level,61.02,3422374,0.1227,3002598,0.7811,2345369,44,0.5786,0.8029,623.09,0.0811,0.95,0.61,0.801,high 3964,Senegal,2021,urban,Administration,Junior,16.62,402420,0.0978,363075,0.4325,157033,26,0.5666,0.7751,196.22,0.0609,0.5531,0.4773,0.618,moderate 3965,Mozambique,2018,rural,Social_Services,Executive,28.12,293915,0.2803,211542,0.1904,40284,20,0.6445,0.6536,543.41,0.0711,0.3446,0.2072,0.4308,low 3966,Nigeria,2018,urban,Security,Junior,198.33,3490702,0.1783,2868366,0.3961,1136022,30,0.5549,0.8234,232.41,0.0677,0.6275,0.3759,0.6033,moderate 3967,Ghana,2019,urban,Administration,Mid_Level,30.64,663393,0.1281,578431,0.5002,289310,41,0.7149,0.7599,306.38,0.0634,0.6184,0.3802,0.6594,high 3968,Botswana,2024,capital,Health,Senior,2.6,114454,0.0698,106461,0.8,85168,54,0.7659,0.8228,845.56,0.0887,0.8164,0.7345,0.8461,high 3969,Ghana,2022,remote,Health,Senior,32.62,934258,0.227,722141,0.3072,221854,35,0.6787,0.7601,337.92,0.063,0.6229,0.4719,0.581,moderate 3970,Tanzania,2024,remote,Security,Senior,67.0,1157820,0.2459,873093,0.2075,181174,28,0.5333,0.7938,357.39,0.0716,0.7199,0.4183,0.5433,moderate 3971,Botswana,2020,urban,Justice,Mid_Level,2.45,113294,0.1015,101797,0.6117,62268,67,0.8523,0.8315,615.23,0.0819,0.8831,0.7778,0.8359,high 3972,Rwanda,2019,urban,Education,Executive,12.43,333892,0.0641,312493,0.5581,174390,79,0.7584,0.8206,2040.92,0.0844,0.9318,0.6799,0.8553,high 3973,DRC,2023,remote,Security,Mid_Level,101.74,591513,0.4947,298890,0.1278,38204,12,0.5395,0.5875,155.03,0.0514,0.3911,0.1873,0.3342,critical 3974,Ethiopia,2020,urban,Agriculture,Junior,114.15,1227649,0.2305,944696,0.3065,289583,16,0.6471,0.5912,121.09,0.058,0.3548,0.2312,0.4563,low 3975,Senegal,2019,urban,Education,Junior,15.76,376820,0.1225,330659,0.4851,160406,27,0.521,0.783,190.92,0.0574,0.7171,0.3855,0.6359,moderate 3976,Mozambique,2021,remote,Administration,Junior,30.47,338179,0.3353,224796,0.153,34382,16,0.6414,0.6886,116.36,0.0567,0.3562,0.182,0.4015,low 3977,Kenya,2021,urban,Security,Mid_Level,51.68,1642336,0.0855,1501987,0.494,741915,48,0.6865,0.7829,375.54,0.0726,0.9077,0.7757,0.7579,high 3978,Ethiopia,2025,urban,Infrastructure,Mid_Level,129.15,1476842,0.252,1104714,0.2681,296196,14,0.6239,0.63,120.8,0.0689,0.3698,0.2369,0.4442,low 3979,Ghana,2019,rural,Health,Mid_Level,30.64,687825,0.1766,566331,0.3768,213369,35,0.7216,0.8087,285.25,0.0653,0.5658,0.3718,0.6026,moderate 3980,Kenya,2019,urban,Health,Junior,49.57,1771928,0.0819,1626838,0.5043,820491,59,0.6801,0.8463,601.53,0.0761,0.8004,0.7242,0.7825,high 3981,Senegal,2023,rural,Infrastructure,Senior,17.53,368615,0.1409,316677,0.3455,109418,26,0.6281,0.8051,378.4,0.05,0.6818,0.4591,0.601,moderate 3982,Botswana,2019,urban,Education,Senior,2.41,100553,0.0928,91225,0.7048,64294,62,0.8379,0.9182,678.04,0.0751,0.95,0.5938,0.8501,high 3983,Ghana,2020,capital,Health,Mid_Level,31.29,740146,0.0932,671135,0.6165,413733,32,0.5732,0.7534,299.61,0.0689,0.612,0.4387,0.6789,high 3984,Uganda,2022,rural,Finance,Junior,46.01,403449,0.2564,299985,0.2523,75699,24,0.5827,0.8024,195.35,0.0487,0.6635,0.3611,0.5318,moderate 3985,Senegal,2018,capital,Justice,Director,15.34,349218,0.1118,310178,0.5499,170563,39,0.6219,0.6754,673.05,0.0707,0.7256,0.3208,0.663,high 3986,Tanzania,2025,capital,Infrastructure,Senior,69.01,1210891,0.1323,1050738,0.4017,422129,34,0.549,0.7698,270.32,0.049,0.6052,0.3224,0.6106,moderate 3987,DRC,2019,capital,Administration,Junior,89.7,556250,0.2393,423150,0.2565,108553,11,0.492,0.6008,94.26,0.0606,0.4013,0.2231,0.4344,low 3988,Uganda,2024,rural,Health,Mid_Level,49.0,341752,0.2904,242520,0.262,63534,24,0.6174,0.7587,253.5,0.0701,0.6204,0.4446,0.5232,moderate 3989,South Africa,2020,capital,Education,Junior,60.06,3126183,0.0886,2849171,0.7621,2171396,63,0.6477,0.8747,636.39,0.066,0.8709,0.7526,0.8694,high 3990,Ghana,2018,remote,ICT,Junior,30.01,742471,0.251,556106,0.237,131772,33,0.5492,0.7869,272.68,0.0687,0.5896,0.4072,0.5467,moderate 3991,Nigeria,2023,urban,Administration,Junior,224.39,3973778,0.1437,3402738,0.4673,1590131,33,0.7062,0.7675,312.73,0.061,0.7316,0.4592,0.6476,moderate 3992,Tanzania,2021,capital,ICT,Mid_Level,61.31,1183438,0.1208,1040421,0.4187,435652,24,0.5701,0.7619,296.17,0.0617,0.6551,0.3691,0.6012,moderate 3993,Botswana,2021,capital,Justice,Senior,2.49,103111,0.0805,94810,0.7005,66410,86,0.7931,0.9119,840.14,0.0949,0.95,0.6784,0.9196,high 3994,Kenya,2021,urban,Health,Executive,51.68,1845339,0.0978,1664888,0.5172,861020,50,0.641,0.8022,2057.05,0.0717,0.95,0.6179,0.757,high 3995,Ghana,2021,rural,Security,Junior,31.94,901665,0.1565,760591,0.3878,294992,44,0.6189,0.7461,178.14,0.0559,0.6051,0.4434,0.6346,moderate 3996,Ghana,2019,capital,Health,Senior,30.64,684143,0.1185,603104,0.4971,299812,31,0.6814,0.7773,409.77,0.0703,0.7222,0.4555,0.6565,high 3997,Nigeria,2019,capital,ICT,Mid_Level,203.29,4125981,0.1403,3547027,0.5011,1777435,31,0.5585,0.6904,220.42,0.0689,0.6309,0.4596,0.6303,moderate 3998,Tanzania,2022,remote,Administration,Junior,63.15,1154214,0.2504,865224,0.1886,163208,21,0.6243,0.8122,220.55,0.0575,0.723,0.3626,0.5175,moderate 3999,Botswana,2025,capital,Education,Junior,2.64,104272,0.0707,96897,0.7837,75933,55,0.8149,0.8243,505.6,0.0853,0.8107,0.6988,0.8403,high 4000,Rwanda,2018,rural,Infrastructure,Junior,12.14,386983,0.0837,354581,0.499,176930,72,0.7603,0.8185,484.98,0.089,0.9155,0.6873,0.8169,high 4001,Senegal,2018,remote,Infrastructure,Mid_Level,15.34,312424,0.157,263360,0.2373,62501,39,0.6653,0.7145,263.96,0.0564,0.5961,0.4384,0.5782,moderate 4002,Mozambique,2019,rural,Security,Junior,28.88,305802,0.2163,239665,0.2047,49062,15,0.5018,0.6019,115.37,0.0549,0.3863,0.2276,0.4363,low 4003,Mozambique,2018,urban,Health,Mid_Level,28.12,291632,0.2297,224643,0.2751,61804,20,0.5209,0.6915,84.53,0.0652,0.4268,0.1781,0.4756,low 4004,Senegal,2020,capital,Social_Services,Junior,16.18,341389,0.1009,306945,0.5337,163824,36,0.6841,0.8171,213.27,0.053,0.6792,0.3434,0.673,high 4005,Ghana,2023,remote,Finance,Junior,33.3,956114,0.2002,764732,0.2414,184587,35,0.5608,0.6875,182.13,0.0589,0.642,0.4373,0.5589,moderate 4006,Mozambique,2022,remote,Administration,Junior,31.29,269818,0.3637,171676,0.1198,20559,16,0.4885,0.6447,116.38,0.0683,0.407,0.1922,0.3856,low 4007,Kenya,2022,urban,Education,Senior,52.76,1828458,0.0997,1646141,0.4917,809350,40,0.6777,0.8915,669.36,0.0943,0.95,0.6564,0.7424,high 4008,Mozambique,2023,rural,Education,Junior,32.13,350683,0.2646,257906,0.2064,53231,16,0.4818,0.6015,95.32,0.0655,0.3353,0.2255,0.4218,low 4009,DRC,2023,urban,Infrastructure,Director,101.74,531667,0.2382,405010,0.2075,84033,15,0.6398,0.6944,278.76,0.0693,0.3881,0.2115,0.4439,low 4010,Kenya,2025,capital,Social_Services,Junior,56.15,2184316,0.0856,1997279,0.5767,1151822,60,0.6546,0.7894,394.45,0.0909,0.95,0.6689,0.8031,high 4011,Kenya,2020,urban,Education,Junior,50.61,1951939,0.083,1790011,0.4998,894598,40,0.7444,0.8267,544.43,0.065,0.9179,0.7141,0.7414,high 4012,Ethiopia,2018,urban,Education,Senior,108.65,1368393,0.2527,1022565,0.2753,281534,15,0.563,0.6209,171.62,0.0539,0.3334,0.2375,0.4434,low 4013,Botswana,2025,rural,Health,Junior,2.64,107922,0.1351,93344,0.4473,41749,56,0.7655,0.8462,546.2,0.082,0.9298,0.7469,0.7626,high 4014,Kenya,2019,capital,Finance,Mid_Level,49.57,1730029,0.0853,1582390,0.6214,983317,53,0.8043,0.7735,632.5,0.0828,0.7866,0.5339,0.7646,high 4015,Ethiopia,2022,rural,Infrastructure,Junior,119.93,1342888,0.3065,931246,0.2328,216802,14,0.5886,0.5873,116.4,0.0663,0.43,0.203,0.418,low 4016,Botswana,2022,capital,Education,Mid_Level,2.52,122659,0.0653,114650,0.8,91720,85,0.7613,0.7727,452.31,0.0947,0.8944,0.6016,0.9117,high 4017,Senegal,2025,capital,Administration,Senior,18.49,392487,0.1124,348376,0.5376,187271,34,0.6897,0.75,452.04,0.067,0.7292,0.4476,0.6715,high 4018,Ghana,2025,capital,Education,Mid_Level,34.71,800891,0.1298,696957,0.4935,343979,36,0.6482,0.806,213.87,0.0713,0.6094,0.3461,0.6474,moderate 4019,Tanzania,2020,remote,Health,Junior,59.53,1004521,0.2351,768341,0.209,160589,21,0.5602,0.7789,240.42,0.0617,0.7372,0.4397,0.5305,moderate 4020,Mozambique,2024,urban,Infrastructure,Junior,33.0,328468,0.1703,272529,0.2588,70537,18,0.5849,0.6155,99.94,0.0568,0.3944,0.1869,0.4676,low 4021,Tanzania,2023,rural,Health,Junior,65.05,1207618,0.1872,981597,0.2772,272051,21,0.6577,0.7424,206.88,0.0653,0.6024,0.3625,0.5329,moderate 4022,South Africa,2024,remote,Finance,Mid_Level,62.0,3148979,0.2102,2487179,0.375,932717,67,0.6622,0.7818,562.39,0.081,0.95,0.5469,0.7257,high 4023,Kenya,2025,capital,Health,Senior,56.15,1967808,0.0768,1816616,0.6374,1157985,48,0.7934,0.8966,820.17,0.0743,0.7806,0.7273,0.7954,high 4024,Senegal,2018,capital,Agriculture,Senior,15.34,328279,0.1044,294009,0.5701,167624,28,0.5283,0.7083,362.96,0.0667,0.6343,0.4142,0.6475,moderate 4025,Senegal,2022,urban,Health,Junior,17.07,341996,0.103,306778,0.4147,127223,26,0.6236,0.7432,212.53,0.0537,0.5804,0.4307,0.6055,moderate 4026,Rwanda,2021,rural,Education,Junior,13.04,429062,0.0823,393743,0.4194,165149,78,0.8521,0.8469,589.67,0.0793,0.95,0.5842,0.8097,high 4027,Senegal,2021,capital,Agriculture,Junior,16.62,385452,0.1106,342832,0.4892,167702,35,0.6846,0.8005,190.77,0.0611,0.7328,0.3654,0.6621,high 4028,Rwanda,2023,capital,Social_Services,Mid_Level,13.67,465466,0.0725,431697,0.6531,281924,76,0.8714,0.8904,385.34,0.0736,0.95,0.5462,0.8683,high 4029,Ethiopia,2023,remote,Education,Junior,122.93,1631787,0.3648,1036535,0.1715,177817,11,0.497,0.5851,116.27,0.0692,0.407,0.1614,0.3738,low 4030,DRC,2018,rural,Health,Junior,86.92,552554,0.3022,385549,0.1555,59968,11,0.5185,0.6178,113.34,0.0524,0.4432,0.1853,0.3964,low 4031,Kenya,2023,capital,Education,Mid_Level,53.87,2016920,0.0673,1881117,0.5624,1058000,61,0.7112,0.9104,389.97,0.09,0.9433,0.5638,0.8136,high 4032,Botswana,2018,rural,Education,Junior,2.38,96852,0.1108,86122,0.5028,43299,66,0.8445,0.7985,573.96,0.0931,0.7836,0.7153,0.7827,high 4033,Kenya,2020,urban,Health,Junior,50.61,1565301,0.0844,1433186,0.4918,704879,66,0.8546,0.8757,447.56,0.0942,0.95,0.7266,0.8159,high 4034,Tanzania,2023,urban,Administration,Mid_Level,65.05,1217362,0.1205,1070688,0.3429,367154,34,0.6592,0.7778,182.56,0.0581,0.6079,0.4537,0.6134,moderate 4035,Ethiopia,2021,urban,Health,Junior,117.0,1345947,0.2458,1015095,0.3158,320584,13,0.5371,0.7118,111.23,0.0631,0.3473,0.1943,0.4609,low 4036,DRC,2019,urban,Education,Mid_Level,89.7,504960,0.2839,361585,0.2112,76366,8,0.5222,0.5979,94.59,0.0512,0.4243,0.1944,0.4034,low 4037,Ghana,2018,urban,Education,Mid_Level,30.01,849764,0.1094,756812,0.4669,353382,42,0.6945,0.7992,272.38,0.0526,0.7154,0.3457,0.6704,high 4038,South Africa,2018,remote,Agriculture,Junior,59.11,2903643,0.1664,2420594,0.3573,864912,73,0.8347,0.8945,529.53,0.0643,0.895,0.5293,0.7569,high 4039,Ethiopia,2018,capital,Administration,Junior,108.65,1284925,0.2255,995153,0.3287,327078,11,0.5379,0.6852,115.96,0.0532,0.4068,0.1926,0.466,low 4040,Botswana,2022,capital,Administration,Director,2.52,106863,0.0719,99179,0.6748,66926,70,0.7096,0.8695,1584.3,0.0698,0.8352,0.5437,0.844,high 4041,Uganda,2020,remote,Health,Mid_Level,43.2,333570,0.292,236163,0.1758,41523,26,0.6625,0.6811,261.49,0.058,0.5537,0.3689,0.4804,low 4042,DRC,2019,rural,Finance,Senior,89.7,613893,0.3227,415761,0.1586,65936,15,0.5039,0.592,176.72,0.0597,0.4402,0.1965,0.3989,low 4043,Nigeria,2021,urban,Finance,Senior,213.58,4422519,0.1762,3643417,0.3845,1401075,36,0.7348,0.8185,483.62,0.0647,0.6834,0.3308,0.6163,moderate 4044,Nigeria,2020,rural,Education,Mid_Level,208.37,4275502,0.2168,3348659,0.2999,1004171,36,0.5955,0.7906,178.81,0.0681,0.7003,0.4766,0.5971,moderate 4045,Kenya,2018,rural,Education,Junior,48.55,1548952,0.137,1336731,0.4712,629892,57,0.6769,0.833,422.31,0.0662,0.95,0.5472,0.7507,high 4046,Senegal,2023,urban,Health,Junior,17.53,336478,0.1193,296348,0.4806,142410,40,0.6177,0.7014,246.19,0.0675,0.6628,0.471,0.6589,high 4047,Ghana,2018,rural,Security,Junior,30.01,684601,0.1601,575015,0.3446,198161,33,0.6741,0.6885,287.25,0.06,0.5864,0.4271,0.5833,moderate 4048,DRC,2020,capital,Agriculture,Junior,92.57,519359,0.222,404056,0.2354,95112,13,0.5507,0.6544,125.07,0.0703,0.3433,0.2131,0.4396,low 4049,Senegal,2018,urban,Social_Services,Junior,15.34,289577,0.114,256563,0.4491,115210,41,0.7521,0.7168,298.05,0.0604,0.6578,0.3383,0.6434,moderate 4050,Tanzania,2024,rural,ICT,Senior,67.0,1193923,0.2112,941754,0.2753,259283,32,0.5556,0.7255,457.85,0.0486,0.7219,0.3264,0.5597,moderate 4051,Rwanda,2023,urban,Health,Senior,13.67,359204,0.0862,328231,0.6877,225708,82,0.9349,0.8713,966.47,0.0895,0.95,0.7771,0.9088,high 4052,Nigeria,2021,urban,Social_Services,Mid_Level,213.58,3815626,0.1454,3260825,0.4399,1434442,21,0.5858,0.7101,210.52,0.0695,0.6075,0.4637,0.5898,moderate 4053,Uganda,2022,remote,Security,Junior,46.01,316742,0.3643,201337,0.2071,41702,17,0.6422,0.7483,179.43,0.0551,0.7202,0.3871,0.4762,low 4054,DRC,2024,urban,Health,Junior,105.0,702048,0.2199,547689,0.2425,132826,10,0.6164,0.5976,123.48,0.0489,0.3615,0.2284,0.4293,low 4055,Ghana,2019,remote,Agriculture,Mid_Level,30.64,733797,0.2507,549810,0.2997,164803,46,0.6113,0.715,301.15,0.0641,0.6275,0.3943,0.5867,moderate 4056,Kenya,2021,urban,Infrastructure,Mid_Level,51.68,1715149,0.0926,1556382,0.5167,804111,42,0.7057,0.929,413.72,0.0932,0.9443,0.7677,0.7716,high 4057,Botswana,2021,rural,Infrastructure,Executive,2.49,97136,0.0968,87729,0.5537,48578,49,0.7811,0.781,1534.92,0.0746,0.95,0.67,0.7659,high 4058,Nigeria,2025,rural,Agriculture,Mid_Level,235.75,4582115,0.2217,3566300,0.3563,1270592,38,0.5759,0.7433,263.85,0.0652,0.6111,0.4773,0.599,moderate 4059,Ghana,2021,urban,Justice,Mid_Level,31.94,895545,0.1062,800473,0.4336,347111,47,0.6769,0.7074,286.46,0.0719,0.7473,0.4741,0.6776,high 4060,DRC,2019,remote,Health,Junior,89.7,486260,0.3958,293792,0.1082,31774,14,0.6374,0.6076,93.34,0.0519,0.3977,0.2306,0.367,low 4061,Ghana,2023,urban,ICT,Mid_Level,33.3,903656,0.126,789795,0.5255,415006,34,0.5506,0.7669,218.33,0.0612,0.6795,0.3923,0.6571,high 4062,Botswana,2019,rural,Health,Junior,2.41,102655,0.0968,92716,0.4772,44245,77,0.8784,0.8426,405.09,0.0952,0.95,0.5214,0.8111,high 4063,Mozambique,2022,remote,Administration,Junior,31.29,323328,0.3516,209634,0.1501,31463,22,0.5821,0.593,135.98,0.0707,0.4334,0.162,0.4031,low 4064,Tanzania,2025,capital,ICT,Mid_Level,69.01,1102864,0.1035,988688,0.4077,403081,22,0.5005,0.8086,193.97,0.0717,0.604,0.4119,0.6039,moderate 4065,Ghana,2023,urban,Finance,Senior,33.3,723778,0.119,637626,0.544,346894,33,0.5484,0.7032,414.85,0.0712,0.5971,0.4028,0.6442,moderate 4066,Senegal,2019,remote,Administration,Junior,15.76,298473,0.1971,239635,0.2592,62104,35,0.6008,0.6786,179.82,0.0667,0.6561,0.3634,0.5567,moderate 4067,Ghana,2025,remote,Social_Services,Mid_Level,34.71,897785,0.2126,706930,0.2471,174650,42,0.6722,0.7569,278.26,0.0569,0.6899,0.3597,0.5821,moderate 4068,South Africa,2024,remote,Agriculture,Junior,62.0,3077337,0.2308,2366966,0.3328,787612,71,0.7625,0.9146,479.55,0.0825,0.807,0.7736,0.7482,high 4069,South Africa,2022,urban,Health,Mid_Level,61.02,3162693,0.116,2795754,0.6383,1784648,61,0.8117,0.8231,614.22,0.0675,0.9183,0.6963,0.818,high 4070,DRC,2025,urban,Security,Senior,108.36,715027,0.294,504787,0.2046,103270,14,0.6322,0.646,200.65,0.0558,0.3615,0.1822,0.4139,low 4071,Ethiopia,2018,rural,Social_Services,Junior,108.65,1120632,0.2685,819746,0.225,184421,14,0.6006,0.6132,130.22,0.0655,0.4262,0.2147,0.4302,low 4072,Senegal,2025,capital,Infrastructure,Junior,18.49,467608,0.1028,419542,0.5269,221075,41,0.5928,0.7259,223.5,0.0508,0.6617,0.369,0.6705,high 4073,Uganda,2019,capital,Health,Junior,41.86,346023,0.1487,294574,0.438,129018,18,0.5326,0.7206,198.66,0.072,0.6923,0.3681,0.5815,moderate 4074,Ethiopia,2025,rural,Justice,Junior,129.15,1418095,0.2881,1009545,0.2028,204738,19,0.5147,0.6026,128.73,0.0615,0.3954,0.193,0.4254,low 4075,Ghana,2020,capital,Social_Services,Junior,31.29,875422,0.1118,777547,0.6121,475936,47,0.7002,0.7946,190.59,0.0508,0.6891,0.3281,0.7135,high 4076,Mozambique,2023,urban,Education,Junior,32.13,362239,0.2186,283058,0.2768,78356,21,0.6421,0.6071,151.81,0.0575,0.3972,0.2248,0.4703,low 4077,Nigeria,2024,urban,Infrastructure,Junior,230.0,3978340,0.1668,3314755,0.4518,1497628,29,0.5325,0.7599,190.46,0.0589,0.7082,0.3563,0.6142,moderate 4078,Mozambique,2025,rural,Education,Junior,33.89,295661,0.309,204301,0.1627,33231,19,0.6195,0.6182,111.39,0.0551,0.4253,0.2396,0.4201,low 4079,DRC,2025,capital,Security,Mid_Level,108.36,734037,0.231,564486,0.231,130403,11,0.6017,0.6724,89.33,0.0704,0.4109,0.1724,0.4367,low 4080,Tanzania,2021,urban,Agriculture,Mid_Level,61.31,1259363,0.1139,1115873,0.3944,440136,21,0.5003,0.7917,288.65,0.0704,0.6672,0.3609,0.5942,moderate 4081,Kenya,2020,urban,Security,Junior,50.61,1989712,0.1106,1769639,0.6232,1102882,44,0.6452,0.8844,441.72,0.0764,0.95,0.5288,0.7687,high 4082,Nigeria,2019,capital,Education,Mid_Level,203.29,4485424,0.122,3938116,0.4479,1763899,21,0.5776,0.6788,223.34,0.0679,0.735,0.3788,0.5972,moderate 4083,Kenya,2020,rural,Security,Junior,50.61,1986865,0.1237,1741158,0.4704,819037,64,0.8577,0.7835,430.12,0.0759,0.95,0.5964,0.7688,high 4084,Mozambique,2019,urban,Education,Senior,28.88,331286,0.1858,269738,0.2228,60095,20,0.5766,0.6414,163.93,0.0593,0.3474,0.209,0.4611,low 4085,Mozambique,2025,remote,Security,Junior,33.89,381735,0.3575,245275,0.1406,34475,15,0.6029,0.6887,124.25,0.0549,0.377,0.2099,0.3953,low 4086,Kenya,2019,urban,Health,Senior,49.57,1673444,0.0924,1518770,0.6381,969162,49,0.6908,0.8152,888.17,0.078,0.9051,0.648,0.7865,high 4087,Senegal,2023,urban,Finance,Mid_Level,17.53,401494,0.1229,352131,0.4534,159666,42,0.6831,0.7947,244.87,0.0561,0.6548,0.4124,0.6635,high 4088,Senegal,2020,rural,Finance,Mid_Level,16.18,333340,0.1502,283256,0.3181,90095,31,0.6569,0.6985,211.82,0.0566,0.6058,0.3479,0.5696,moderate 4089,Uganda,2024,capital,Security,Mid_Level,49.0,352422,0.1543,298034,0.3443,102614,17,0.544,0.7883,234.65,0.0617,0.5775,0.461,0.5621,moderate 4090,Ethiopia,2020,capital,Education,Director,114.15,1423218,0.1663,1186554,0.2804,332658,17,0.6269,0.5957,262.88,0.0491,0.346,0.171,0.4621,low 4091,Mozambique,2021,capital,Security,Junior,30.47,295628,0.2123,232862,0.2666,62074,13,0.5362,0.6457,117.88,0.0591,0.3706,0.2037,0.4504,low 4092,Rwanda,2024,urban,Infrastructure,Senior,14.0,407222,0.0646,380914,0.5884,224141,75,0.8885,0.91,870.82,0.0762,0.8491,0.6348,0.8533,high 4093,Nigeria,2020,remote,Health,Mid_Level,208.37,4022508,0.2911,2851543,0.2408,686555,22,0.6186,0.7489,267.43,0.0502,0.6519,0.4045,0.5104,moderate 4094,Botswana,2019,urban,Administration,Junior,2.41,100554,0.0822,92291,0.6955,64189,77,0.847,0.8435,637.99,0.0749,0.95,0.7348,0.8908,high 4095,Kenya,2018,capital,ICT,Junior,48.55,1785151,0.0682,1663434,0.6734,1120142,47,0.7048,0.7732,382.37,0.0903,0.9248,0.722,0.7995,high 4096,DRC,2019,urban,Social_Services,Mid_Level,89.7,565496,0.2224,439723,0.2181,95899,13,0.4978,0.6239,84.64,0.0711,0.4363,0.1674,0.4354,low 4097,Senegal,2024,urban,ICT,Mid_Level,18.0,361163,0.1296,314370,0.5177,162760,33,0.6145,0.7913,187.62,0.0682,0.7204,0.3673,0.657,high 4098,Mozambique,2018,capital,ICT,Senior,28.12,269328,0.2071,213546,0.3138,67020,22,0.5883,0.6917,130.06,0.0518,0.4055,0.1683,0.4928,low 4099,Nigeria,2018,capital,Finance,Mid_Level,198.33,4473500,0.1356,3866802,0.47,1817472,35,0.7004,0.724,283.69,0.0693,0.7131,0.3725,0.6383,moderate 4100,Tanzania,2023,rural,Education,Mid_Level,65.05,1026126,0.1681,853629,0.25,213404,21,0.515,0.817,199.57,0.0497,0.6988,0.4238,0.5578,moderate 4101,Ethiopia,2023,remote,Security,Mid_Level,122.93,1456072,0.3772,906906,0.1684,152765,13,0.4752,0.6404,111.14,0.0524,0.4144,0.2244,0.3903,low 4102,Uganda,2019,urban,Education,Mid_Level,41.86,294084,0.2218,228850,0.3107,71104,26,0.5487,0.7906,217.31,0.067,0.7311,0.4697,0.5759,moderate 4103,DRC,2024,urban,Finance,Director,105.0,703948,0.2505,527622,0.2079,109709,9,0.5137,0.6462,359.52,0.0558,0.3669,0.1621,0.4117,low 4104,Kenya,2018,rural,Health,Director,48.55,1475098,0.1414,1266465,0.368,466013,56,0.7798,0.8034,1295.72,0.089,0.8201,0.6558,0.7147,high 4105,Kenya,2022,rural,Education,Mid_Level,52.76,2095938,0.1365,1809779,0.3558,643987,41,0.6437,0.8337,449.18,0.0782,0.95,0.7292,0.7003,high 4106,Ghana,2019,urban,Security,Junior,30.64,662843,0.1491,564033,0.5432,306405,46,0.7417,0.7769,289.76,0.0606,0.6026,0.3351,0.6738,high 4107,Uganda,2022,capital,Social_Services,Mid_Level,46.01,422765,0.1603,354996,0.3806,135099,19,0.539,0.7466,184.68,0.068,0.5717,0.465,0.5682,moderate 4108,Mozambique,2021,rural,ICT,Mid_Level,30.47,284438,0.2479,213926,0.1675,35839,19,0.6038,0.7006,104.46,0.0496,0.3572,0.237,0.4419,low 4109,Ghana,2025,urban,Infrastructure,Senior,34.71,862057,0.1491,733496,0.5512,404299,42,0.6938,0.706,303.64,0.0688,0.5995,0.359,0.6573,high 4110,Nigeria,2024,capital,Security,Mid_Level,230.0,3962352,0.1221,3478360,0.4399,1530163,25,0.5405,0.8031,313.74,0.0522,0.6653,0.3893,0.6179,moderate 4111,South Africa,2021,remote,Health,Executive,60.54,3032850,0.205,2410972,0.3964,955753,65,0.8209,0.7815,2083.79,0.0739,0.888,0.5817,0.7245,high 4112,Senegal,2022,urban,Health,Mid_Level,17.07,351166,0.1173,309963,0.5082,157513,30,0.646,0.8043,268.35,0.0716,0.5684,0.378,0.638,moderate 4113,Tanzania,2023,urban,Education,Junior,65.05,1249635,0.1545,1056592,0.4166,440158,33,0.6361,0.7986,191.09,0.0717,0.723,0.463,0.6364,moderate 4114,Ghana,2025,rural,Health,Director,34.71,781623,0.1927,630990,0.3704,233712,32,0.5931,0.7155,709.5,0.0657,0.6359,0.3884,0.5842,moderate 4115,Nigeria,2019,urban,Security,Mid_Level,203.29,3614223,0.1721,2992283,0.492,1472301,35,0.5455,0.7983,179.5,0.0512,0.5998,0.3987,0.6371,moderate 4116,Botswana,2024,rural,Education,Mid_Level,2.6,105430,0.1389,90790,0.4652,42238,55,0.8253,0.801,404.5,0.0955,0.7944,0.5286,0.7215,high 4117,Botswana,2021,capital,Administration,Mid_Level,2.49,113253,0.063,106114,0.6961,73869,83,0.7692,0.7697,419.31,0.0882,0.95,0.5942,0.8856,high 4118,Uganda,2019,rural,Education,Junior,41.86,322884,0.2415,244901,0.2269,55556,27,0.556,0.73,270.6,0.0673,0.667,0.3779,0.5278,moderate 4119,Tanzania,2018,urban,Agriculture,Junior,56.11,1049245,0.1546,887076,0.3446,305695,32,0.645,0.7238,279.08,0.0649,0.7003,0.386,0.5947,moderate 4120,Rwanda,2022,urban,Education,Junior,13.35,450895,0.0643,421887,0.6274,264687,70,0.8552,0.8451,405.94,0.0688,0.8804,0.6591,0.8465,high 4121,Botswana,2023,rural,Education,Senior,2.56,105754,0.1354,91435,0.4389,40130,79,0.7592,0.8766,769.77,0.0825,0.95,0.6756,0.8174,high 4122,Uganda,2019,urban,Health,Junior,41.86,314078,0.1999,251305,0.4019,100995,19,0.6361,0.8064,269.9,0.0648,0.7082,0.3795,0.5777,moderate 4123,South Africa,2025,urban,Health,Mid_Level,62.5,3148315,0.0971,2842651,0.5815,1653127,55,0.658,0.7882,398.77,0.084,0.8085,0.7237,0.7801,high 4124,Kenya,2024,rural,Education,Mid_Level,55.0,1671506,0.1483,1423601,0.3545,504694,43,0.5879,0.9341,362.21,0.0641,0.801,0.7491,0.7042,high 4125,Tanzania,2021,remote,ICT,Mid_Level,61.31,994024,0.2745,721136,0.2144,154575,26,0.6288,0.7824,319.37,0.0713,0.6332,0.3427,0.5149,moderate 4126,Uganda,2025,capital,Infrastructure,Junior,50.57,387342,0.17,321494,0.414,133093,28,0.6889,0.7531,221.86,0.0609,0.624,0.3935,0.5957,moderate 4127,Mozambique,2025,rural,Health,Mid_Level,33.89,316641,0.238,241269,0.2022,48776,14,0.5742,0.6912,105.64,0.0593,0.3991,0.2113,0.4408,low 4128,Rwanda,2025,rural,Education,Mid_Level,14.34,385933,0.0831,353877,0.4195,148457,66,0.7802,0.874,465.68,0.0918,0.95,0.7075,0.796,high 4129,Tanzania,2020,capital,Health,Junior,59.53,1219097,0.1191,1073850,0.4258,457195,26,0.6308,0.813,192.12,0.0677,0.64,0.364,0.614,moderate 4130,Botswana,2022,urban,Health,Junior,2.52,117890,0.0965,106513,0.71,75629,61,0.7565,0.9191,627.16,0.0714,0.7995,0.6898,0.8427,high 4131,South Africa,2019,rural,Education,Junior,59.58,3457087,0.141,2969668,0.399,1185019,71,0.6885,0.8364,468.74,0.0686,0.7831,0.542,0.75,high 4132,Senegal,2021,remote,Security,Mid_Level,16.62,384194,0.2093,303764,0.2518,76489,42,0.6896,0.7696,178.18,0.0661,0.6219,0.4438,0.5876,moderate 4133,Botswana,2024,capital,Education,Director,2.6,103940,0.0861,94994,0.7091,67359,67,0.861,0.8726,1200.27,0.0863,0.8343,0.5232,0.8399,high 4134,Kenya,2022,rural,Security,Mid_Level,52.76,1649033,0.1051,1475752,0.3885,573371,67,0.7592,0.9018,353.88,0.0791,0.8409,0.7677,0.7845,high 4135,DRC,2019,capital,Health,Junior,89.7,508390,0.2684,371930,0.2642,98272,12,0.6024,0.637,148.15,0.053,0.3787,0.1696,0.4293,low 4136,Nigeria,2025,urban,Education,Junior,235.75,4678142,0.1578,3940134,0.4512,1777929,35,0.6789,0.7489,255.35,0.0714,0.6397,0.3714,0.6243,moderate 4137,Botswana,2023,rural,Administration,Junior,2.56,115605,0.1234,101333,0.5305,53753,48,0.7751,0.7952,417.56,0.0862,0.8278,0.5547,0.7293,high 4138,Senegal,2025,rural,Administration,Junior,18.49,350013,0.1379,301761,0.2867,86519,31,0.7104,0.7285,284.84,0.0635,0.5588,0.3571,0.5656,moderate 4139,Uganda,2023,capital,Finance,Mid_Level,47.48,361590,0.1554,305407,0.4161,127085,21,0.5896,0.705,293.44,0.0624,0.7422,0.441,0.5917,moderate 4140,South Africa,2022,urban,Education,Junior,61.02,3402168,0.1204,2992479,0.7312,2188090,61,0.6352,0.7865,363.84,0.0929,0.8595,0.7374,0.8329,high 4141,Rwanda,2021,remote,Infrastructure,Senior,13.04,411304,0.1142,364326,0.3351,122094,64,0.6879,0.8193,658.51,0.0799,0.9474,0.7715,0.76,high 4142,South Africa,2021,rural,Infrastructure,Junior,60.54,3123995,0.1836,2550478,0.4183,1066933,52,0.7549,0.8153,350.66,0.0709,0.7815,0.596,0.6987,high 4143,Rwanda,2020,remote,Social_Services,Junior,12.73,338767,0.151,287596,0.3445,99064,80,0.8418,0.7905,429.31,0.0778,0.8954,0.7724,0.7837,high 4144,Rwanda,2018,capital,Administration,Senior,12.14,341296,0.0624,320000,0.6733,215452,61,0.8278,0.8108,551.96,0.081,0.95,0.7686,0.8487,high 4145,Uganda,2022,capital,Security,Junior,46.01,334299,0.1543,282705,0.338,95551,20,0.6265,0.6831,249.38,0.0534,0.6629,0.3988,0.5545,moderate 4146,Senegal,2019,remote,Infrastructure,Executive,15.76,397011,0.1702,329447,0.2783,91679,37,0.6348,0.7973,952.24,0.0598,0.625,0.455,0.5971,moderate 4147,Tanzania,2025,capital,Agriculture,Junior,69.01,1385802,0.1094,1234178,0.376,464059,30,0.6509,0.7367,267.87,0.0665,0.5857,0.3687,0.5976,moderate 4148,Botswana,2021,urban,Agriculture,Mid_Level,2.49,117308,0.0713,108943,0.6501,70819,70,0.7347,0.9251,639.09,0.0759,0.8367,0.5783,0.85,high 4149,Kenya,2021,remote,Education,Junior,51.68,1840749,0.1619,1542726,0.3272,504804,59,0.8003,0.8485,371.34,0.0856,0.9353,0.5757,0.7172,high 4150,DRC,2024,rural,Finance,Director,105.0,663414,0.3938,402171,0.1667,67043,13,0.5053,0.6395,324.47,0.0679,0.4381,0.1665,0.3821,low 4151,Tanzania,2023,urban,Security,Junior,65.05,1195787,0.1401,1028276,0.4451,457676,29,0.5685,0.7693,271.12,0.0567,0.6037,0.4655,0.6211,moderate 4152,Kenya,2019,capital,Agriculture,Junior,49.57,1737211,0.0762,1604840,0.5993,961791,49,0.7089,0.7784,479.66,0.086,0.95,0.5904,0.7741,high 4153,Nigeria,2022,urban,Health,Junior,218.92,4606384,0.1856,3751615,0.3791,1422172,28,0.693,0.7454,309.06,0.0644,0.7214,0.4413,0.5965,moderate 4154,Ghana,2018,rural,Health,Mid_Level,30.01,732128,0.1804,600040,0.316,189618,28,0.5398,0.7313,200.45,0.0482,0.7239,0.4403,0.58,moderate 4155,Uganda,2022,rural,Education,Mid_Level,46.01,370275,0.2106,292311,0.2728,79754,29,0.5709,0.6757,287.61,0.0547,0.6315,0.3212,0.5347,moderate 4156,Ethiopia,2018,rural,ICT,Mid_Level,108.65,1437695,0.2594,1064753,0.181,192740,13,0.5037,0.6652,152.85,0.0535,0.437,0.203,0.4267,low 4157,Ghana,2018,urban,Finance,Mid_Level,30.01,806331,0.1331,699002,0.5257,367466,39,0.6042,0.8138,206.77,0.0623,0.7034,0.3334,0.6714,high 4158,DRC,2021,capital,Education,Mid_Level,95.53,644275,0.2065,511258,0.2575,131653,12,0.5909,0.6903,129.79,0.0581,0.3998,0.2153,0.4578,low 4159,Tanzania,2024,urban,Administration,Junior,67.0,1299841,0.1447,1111782,0.3497,388736,27,0.6561,0.7758,259.53,0.067,0.7286,0.3429,0.5923,moderate 4160,South Africa,2020,remote,Education,Senior,60.06,3213580,0.1903,2601988,0.3749,975585,69,0.7229,0.7669,875.27,0.0861,0.8064,0.5296,0.7173,high 4161,DRC,2023,rural,Justice,Senior,101.74,640504,0.3542,413619,0.157,64924,12,0.6259,0.5911,184.71,0.0539,0.4164,0.2199,0.383,low 4162,Botswana,2020,rural,Security,Director,2.45,120671,0.1304,104936,0.4454,46733,87,0.9234,0.9082,1438.75,0.0913,0.9397,0.5234,0.8288,high 4163,South Africa,2021,capital,Education,Junior,60.54,3334731,0.1187,2939046,0.7798,2291903,73,0.678,0.8932,629.0,0.0888,0.8053,0.7689,0.8892,high 4164,Rwanda,2022,urban,Education,Senior,13.35,445851,0.0852,407885,0.5478,223450,58,0.8366,0.9133,910.41,0.089,0.8026,0.6538,0.7933,high 4165,Ghana,2018,urban,Health,Mid_Level,30.01,788988,0.1432,676014,0.4375,295776,46,0.6203,0.8165,247.27,0.0494,0.7067,0.3276,0.6645,high 4166,Nigeria,2023,rural,Finance,Mid_Level,224.39,4585443,0.1739,3788004,0.3301,1250434,38,0.6213,0.6939,213.45,0.0633,0.7443,0.4499,0.6076,moderate 4167,Mozambique,2024,urban,Agriculture,Junior,33.0,286314,0.2009,228792,0.2611,59737,21,0.6301,0.644,119.82,0.067,0.3653,0.1888,0.4696,low 4168,DRC,2025,rural,Administration,Senior,108.36,701353,0.3039,488188,0.157,76636,11,0.5261,0.6863,167.85,0.0515,0.3723,0.2246,0.4034,low 4169,Ethiopia,2022,capital,Security,Junior,119.93,1269780,0.1807,1040377,0.3373,350911,10,0.4926,0.6114,143.24,0.054,0.3993,0.1701,0.4628,low 4170,South Africa,2024,capital,Finance,Junior,62.0,3441223,0.0961,3110454,0.5968,1856282,60,0.8454,0.9062,647.88,0.0782,0.9285,0.7274,0.8267,high 4171,Ethiopia,2020,capital,Health,Director,114.15,1489080,0.1794,1221865,0.3383,413336,16,0.5588,0.588,341.04,0.055,0.3633,0.2021,0.4744,low 4172,Uganda,2020,rural,Education,Senior,43.2,339091,0.2537,253074,0.2237,56620,16,0.5152,0.7272,302.15,0.0601,0.6697,0.4485,0.5034,moderate 4173,South Africa,2022,urban,Administration,Junior,61.02,3021498,0.0994,2721169,0.5826,1585367,66,0.6949,0.827,358.24,0.0761,0.95,0.577,0.8126,high 4174,Rwanda,2018,rural,Security,Executive,12.14,324458,0.108,289430,0.405,117220,75,0.8592,0.7936,1958.57,0.0726,0.8158,0.7079,0.7832,high 4175,Rwanda,2020,urban,Security,Junior,12.73,339972,0.0608,319284,0.5794,184979,97,0.95,0.8412,474.79,0.0847,0.95,0.6703,0.9103,high 4176,Mozambique,2023,capital,Administration,Mid_Level,32.13,320593,0.1588,269667,0.2501,67450,16,0.6351,0.6577,113.66,0.0513,0.3387,0.2085,0.4662,low 4177,Uganda,2025,urban,Education,Junior,50.57,405783,0.2082,321308,0.3525,113265,28,0.6378,0.6931,192.14,0.0612,0.709,0.4053,0.5715,moderate 4178,Rwanda,2024,capital,Education,Junior,14.0,401866,0.069,374117,0.7389,276416,73,0.7624,0.8805,565.45,0.0695,0.95,0.6603,0.8931,high 4179,Uganda,2022,remote,Justice,Senior,46.01,403547,0.3336,268925,0.1673,44977,20,0.6264,0.702,477.92,0.0482,0.6614,0.3335,0.4632,low 4180,South Africa,2024,urban,Finance,Junior,62.0,3238416,0.1125,2874091,0.5833,1676319,48,0.7641,0.8209,379.82,0.0691,0.95,0.6161,0.7674,high 4181,Nigeria,2018,capital,Health,Mid_Level,198.33,4383056,0.1593,3684698,0.4744,1748039,28,0.5785,0.7868,296.18,0.0705,0.7445,0.4328,0.6345,moderate 4182,Senegal,2019,remote,Health,Junior,15.76,381167,0.1902,308687,0.2305,71137,33,0.6833,0.7161,250.15,0.0549,0.6301,0.3539,0.5484,moderate 4183,Botswana,2023,urban,Infrastructure,Senior,2.56,102876,0.0939,93215,0.6515,60730,67,0.8178,0.922,912.28,0.0928,0.787,0.6295,0.8369,high 4184,DRC,2024,remote,Finance,Junior,105.0,639216,0.4614,344267,0.1237,42594,10,0.459,0.7002,116.07,0.068,0.4334,0.2351,0.3625,low 4185,South Africa,2020,rural,Agriculture,Junior,60.06,3122717,0.1552,2638168,0.4246,1120153,55,0.7062,0.901,607.48,0.0869,0.95,0.5456,0.7396,high 4186,Rwanda,2022,capital,Finance,Mid_Level,13.35,454246,0.0634,425468,0.6704,285246,57,0.7679,0.8055,490.71,0.0744,0.7873,0.7126,0.8151,high 4187,Kenya,2022,rural,Administration,Junior,52.76,1988607,0.1164,1757099,0.4076,716229,63,0.8419,0.8289,590.83,0.0885,0.8244,0.6827,0.7553,high 4188,Ethiopia,2021,capital,Infrastructure,Executive,117.0,1521939,0.1726,1259327,0.2859,360031,13,0.4722,0.5946,543.14,0.0611,0.4129,0.2172,0.463,low 4189,Senegal,2018,remote,ICT,Junior,15.34,293738,0.2132,231122,0.2577,59557,42,0.6173,0.7943,253.7,0.0613,0.5932,0.4171,0.5863,moderate 4190,South Africa,2021,capital,Social_Services,Junior,60.54,3016179,0.0888,2748292,0.7391,2031298,52,0.8053,0.8911,620.35,0.0703,0.9482,0.7488,0.8459,high 4191,Tanzania,2025,rural,Administration,Junior,69.01,1070969,0.1822,875817,0.2752,241060,33,0.5402,0.7226,227.46,0.0651,0.5529,0.456,0.565,moderate 4192,Mozambique,2025,rural,Health,Junior,33.89,314349,0.2295,242202,0.1874,45380,17,0.5155,0.6933,127.22,0.063,0.4115,0.2292,0.45,low 4193,Nigeria,2023,capital,Education,Mid_Level,224.39,4064003,0.1647,3394851,0.4332,1470736,34,0.7222,0.7162,243.35,0.054,0.7129,0.4472,0.6256,moderate 4194,Ghana,2025,capital,Justice,Mid_Level,34.71,847928,0.1294,738164,0.6062,447454,41,0.5987,0.7139,198.41,0.0541,0.7033,0.3734,0.6864,high 4195,Tanzania,2020,capital,Health,Junior,59.53,941151,0.1263,822329,0.3955,325241,23,0.5882,0.7322,223.23,0.071,0.5639,0.4609,0.5871,moderate 4196,Ethiopia,2025,remote,Social_Services,Senior,129.15,1427392,0.3205,969938,0.1608,155973,15,0.5971,0.6003,156.9,0.0641,0.4031,0.1879,0.3967,low 4197,Ghana,2019,remote,Social_Services,Junior,30.64,823405,0.1799,675257,0.269,181659,36,0.625,0.7263,245.13,0.0651,0.6171,0.4128,0.5742,moderate 4198,DRC,2020,remote,Security,Senior,92.57,544106,0.3791,337853,0.1022,34536,14,0.589,0.6918,199.35,0.0489,0.3812,0.1865,0.3763,low 4199,Kenya,2021,rural,Agriculture,Mid_Level,51.68,1651554,0.1258,1443774,0.3829,552891,52,0.6645,0.8019,632.09,0.0726,0.9444,0.6829,0.7273,high 4200,Mozambique,2022,rural,Agriculture,Senior,31.29,268336,0.223,208504,0.1902,39665,16,0.5153,0.6309,196.14,0.0685,0.3527,0.1834,0.4301,low 4201,Rwanda,2019,remote,Health,Junior,12.43,360141,0.1108,320228,0.3453,110577,53,0.7152,0.7984,539.59,0.0678,0.8274,0.7358,0.7172,high 4202,Mozambique,2025,urban,Agriculture,Mid_Level,33.89,365432,0.2045,290708,0.2635,76593,21,0.5921,0.6549,104.38,0.0681,0.3832,0.2042,0.4742,low 4203,Tanzania,2023,urban,Finance,Mid_Level,65.05,1030348,0.1565,869132,0.3501,304243,34,0.7256,0.8074,186.49,0.0486,0.6729,0.3465,0.6064,moderate 4204,Nigeria,2025,rural,Social_Services,Executive,235.75,5334987,0.1768,4391576,0.3572,1568517,22,0.6371,0.7874,827.77,0.0572,0.6755,0.3996,0.5757,moderate 4205,Mozambique,2023,capital,Finance,Mid_Level,32.13,273900,0.19,221866,0.2842,63063,22,0.6695,0.6746,122.79,0.0607,0.3835,0.2223,0.4903,low 4206,Ethiopia,2020,urban,Finance,Junior,114.15,1498928,0.2007,1198134,0.2776,332596,12,0.5543,0.6248,129.12,0.0674,0.4192,0.1841,0.4533,low 4207,Rwanda,2022,urban,Security,Senior,13.35,441429,0.0873,402887,0.5831,234908,89,0.8243,0.7823,789.94,0.0831,0.95,0.7385,0.8826,high 4208,Ethiopia,2025,rural,Security,Junior,129.15,1370129,0.2517,1025311,0.193,197856,18,0.6108,0.6673,92.96,0.0637,0.4169,0.1846,0.4406,low 4209,South Africa,2019,rural,Health,Mid_Level,59.58,3607950,0.1293,3141605,0.4234,1330200,61,0.6482,0.8853,374.22,0.0701,0.923,0.732,0.7743,high 4210,DRC,2020,capital,Education,Junior,92.57,503491,0.2211,392145,0.2607,102246,14,0.5901,0.6945,122.51,0.0709,0.4292,0.2126,0.4632,low 4211,Botswana,2019,rural,Administration,Mid_Level,2.41,104158,0.1112,92571,0.537,49707,85,0.8149,0.7831,362.64,0.0906,0.8583,0.734,0.8456,high 4212,Botswana,2018,capital,Education,Junior,2.38,122971,0.0702,114337,0.8,91469,84,0.9069,0.9306,400.23,0.0859,0.916,0.7462,0.9483,high 4213,Kenya,2023,rural,Education,Mid_Level,53.87,2101062,0.1107,1868393,0.3575,667990,46,0.7585,0.844,427.09,0.0931,0.785,0.7297,0.7048,high 4214,Nigeria,2024,urban,Education,Junior,230.0,4398727,0.1349,3805224,0.4412,1678997,24,0.6847,0.7612,192.54,0.0628,0.6266,0.3497,0.5984,moderate 4215,Senegal,2020,urban,Agriculture,Junior,16.18,307694,0.1278,268363,0.4281,114898,29,0.6037,0.794,267.27,0.0501,0.6421,0.4411,0.625,moderate 4216,DRC,2018,capital,Security,Mid_Level,86.92,468906,0.2393,356717,0.2046,72999,11,0.5962,0.608,126.45,0.0569,0.436,0.2117,0.4248,low 4217,DRC,2020,rural,Infrastructure,Executive,92.57,596297,0.3648,378794,0.1786,67666,9,0.5307,0.71,581.48,0.0529,0.3808,0.175,0.3881,low 4218,Senegal,2023,rural,Agriculture,Director,17.53,339362,0.1778,279009,0.3313,92423,23,0.6657,0.8147,791.4,0.068,0.6068,0.3658,0.5653,moderate 4219,Ethiopia,2020,urban,Administration,Mid_Level,114.15,1273714,0.2445,962275,0.297,285754,13,0.6206,0.6572,129.23,0.0488,0.4052,0.193,0.454,low 4220,Ghana,2023,capital,Education,Junior,33.3,940248,0.1084,838315,0.4869,408174,42,0.7445,0.7913,302.58,0.0683,0.7454,0.3781,0.6807,high 4221,South Africa,2020,capital,Social_Services,Director,60.06,2975081,0.1113,2643962,0.6483,1714038,73,0.6748,0.8832,1282.21,0.0732,0.95,0.6447,0.8587,high 4222,Nigeria,2022,capital,Finance,Junior,218.92,4449639,0.1444,3807153,0.4321,1644974,37,0.6097,0.7731,321.87,0.0673,0.698,0.3295,0.6331,moderate 4223,Nigeria,2022,rural,Security,Mid_Level,218.92,4931385,0.215,3871122,0.3436,1330124,36,0.6993,0.6975,291.26,0.0669,0.6839,0.3794,0.5831,moderate 4224,Ghana,2020,rural,Security,Director,31.29,744985,0.1538,630386,0.3904,246079,48,0.6485,0.7161,772.64,0.0544,0.6335,0.4787,0.6478,moderate 4225,Senegal,2024,capital,ICT,Senior,18.0,452316,0.0969,408488,0.5242,214145,30,0.6092,0.7757,355.8,0.0581,0.6582,0.3372,0.6477,moderate 4226,Kenya,2025,rural,Infrastructure,Senior,56.15,2258752,0.1268,1972276,0.4439,875523,39,0.7458,0.7932,885.44,0.0796,0.9494,0.675,0.7082,high 4227,South Africa,2021,remote,Education,Junior,60.54,3587804,0.1831,2930963,0.3097,907727,47,0.6585,0.9143,549.14,0.0681,0.9196,0.6819,0.6965,high 4228,DRC,2024,rural,Education,Executive,105.0,584563,0.3984,351651,0.1424,50072,12,0.484,0.7011,476.94,0.0692,0.428,0.1752,0.3815,low 4229,Ethiopia,2018,remote,Agriculture,Senior,108.65,1378047,0.4071,817001,0.1552,126813,17,0.6393,0.6772,226.63,0.0538,0.4254,0.2024,0.3939,low 4230,Senegal,2018,rural,Security,Executive,15.34,352666,0.1289,307219,0.3818,117308,29,0.6525,0.7647,913.27,0.0578,0.6798,0.4595,0.6144,moderate 4231,Kenya,2025,remote,Health,Junior,56.15,1791842,0.1873,1456195,0.2743,399465,58,0.8325,0.8628,352.35,0.0661,0.95,0.6236,0.7035,high 4232,Botswana,2022,capital,Administration,Director,2.52,117046,0.0777,107956,0.7249,78258,55,0.815,0.8482,956.05,0.0894,0.95,0.5934,0.8309,high 4233,Ghana,2023,remote,Health,Senior,33.3,832102,0.2242,645526,0.2469,159349,31,0.6345,0.7126,396.77,0.0501,0.705,0.3638,0.5469,moderate 4234,Botswana,2023,capital,Social_Services,Junior,2.56,103887,0.0733,96270,0.8,77016,48,0.7419,0.805,648.99,0.0732,0.8133,0.6976,0.8235,high 4235,Ethiopia,2020,rural,Justice,Senior,114.15,1255002,0.2599,928865,0.1937,179950,14,0.5972,0.6555,221.03,0.0648,0.4033,0.2017,0.4273,low 4236,DRC,2021,urban,Health,Junior,95.53,642144,0.2852,458998,0.1826,83819,10,0.5898,0.6611,89.13,0.0674,0.4196,0.1825,0.4087,low 4237,Ethiopia,2023,remote,Security,Mid_Level,122.93,1275532,0.3771,794572,0.1679,133384,14,0.5401,0.6582,132.59,0.0676,0.427,0.2162,0.3958,low 4238,Ghana,2025,urban,Finance,Junior,34.71,770050,0.112,683794,0.4714,322328,37,0.7448,0.7913,308.17,0.0524,0.5572,0.3204,0.6388,moderate 4239,Ghana,2022,capital,Education,Junior,32.62,867678,0.1323,752880,0.4839,364355,28,0.5807,0.7706,230.4,0.0547,0.575,0.3933,0.6203,moderate 4240,Ethiopia,2018,rural,Social_Services,Director,108.65,1234281,0.3322,824213,0.2084,171791,12,0.4817,0.6431,366.1,0.0707,0.3856,0.2218,0.4063,low 4241,Ethiopia,2019,rural,Health,Junior,111.37,1444431,0.2783,1042426,0.1832,191015,19,0.5413,0.5905,113.38,0.0647,0.3764,0.2321,0.4232,low 4242,Ethiopia,2019,rural,Health,Junior,111.37,1214227,0.2608,897559,0.218,195628,18,0.6347,0.6667,113.3,0.0544,0.3658,0.1962,0.4405,low 4243,Mozambique,2023,rural,Justice,Junior,32.13,284009,0.3216,192680,0.1769,34078,23,0.5546,0.5934,120.54,0.0527,0.4367,0.1946,0.4235,low 4244,Kenya,2021,urban,Health,Mid_Level,51.68,1621243,0.0998,1459473,0.5549,809821,63,0.7566,0.916,357.59,0.0872,0.9261,0.5639,0.8077,high 4245,Ethiopia,2018,rural,Education,Junior,108.65,1380087,0.2694,1008277,0.1955,197140,11,0.5314,0.7037,145.94,0.0559,0.3674,0.2293,0.4243,low 4246,Tanzania,2023,capital,Administration,Director,65.05,1114825,0.1426,955896,0.4582,438030,33,0.6103,0.7347,626.06,0.0543,0.6573,0.4015,0.6275,moderate 4247,Senegal,2019,remote,Health,Senior,15.76,350551,0.1876,284772,0.2764,78723,32,0.5909,0.6987,417.26,0.068,0.652,0.3652,0.5587,moderate 4248,Mozambique,2025,rural,Infrastructure,Senior,33.89,322041,0.2942,227293,0.1788,40643,15,0.5151,0.6999,212.99,0.053,0.3397,0.1724,0.4148,low 4249,Kenya,2020,urban,Security,Junior,50.61,1747343,0.0953,1580833,0.5307,838914,59,0.757,0.8892,559.55,0.0927,0.95,0.728,0.8075,high 4250,DRC,2022,urban,Health,Mid_Level,98.59,644479,0.2604,476656,0.184,87698,10,0.5305,0.6373,134.21,0.0522,0.3748,0.2029,0.4093,low 4251,Tanzania,2025,remote,Education,Junior,69.01,1409760,0.2644,1037004,0.2322,240763,28,0.654,0.7815,300.51,0.0654,0.6793,0.4699,0.5441,moderate 4252,South Africa,2025,urban,ICT,Junior,62.5,3062868,0.1057,2739155,0.5699,1561131,55,0.8211,0.8202,625.87,0.0674,0.8135,0.5624,0.7642,high 4253,Tanzania,2022,remote,Education,Junior,63.15,1257273,0.2339,963217,0.2082,200574,25,0.6423,0.7294,274.35,0.0672,0.5636,0.44,0.5158,moderate 4254,Senegal,2025,capital,Health,Mid_Level,18.49,428218,0.0993,385704,0.5644,217703,25,0.5313,0.6765,298.31,0.0502,0.6702,0.4687,0.6442,moderate 4255,South Africa,2018,capital,Administration,Junior,59.11,3059606,0.1098,2723612,0.7476,2036184,48,0.7696,0.8966,377.18,0.0675,0.95,0.6429,0.8232,high 4256,Tanzania,2021,capital,Security,Junior,61.31,1061709,0.1341,919281,0.4998,459442,22,0.612,0.6846,215.05,0.0503,0.7145,0.3869,0.6092,moderate 4257,South Africa,2025,capital,Security,Mid_Level,62.5,3504582,0.1263,3062072,0.8,2449657,71,0.7159,0.8941,637.2,0.0751,0.8689,0.6443,0.8814,high 4258,Ethiopia,2023,urban,Health,Junior,122.93,1539549,0.1801,1262255,0.3227,407308,15,0.4938,0.679,104.64,0.0664,0.4345,0.2003,0.4885,low 4259,Tanzania,2019,urban,Agriculture,Junior,57.79,1124360,0.1259,982769,0.4414,433804,25,0.6156,0.6834,206.52,0.0585,0.6966,0.4754,0.6111,moderate 4260,Mozambique,2018,remote,Education,Executive,28.12,242831,0.3372,160947,0.1521,24478,16,0.6442,0.7052,431.39,0.0481,0.352,0.1626,0.401,low 4261,Kenya,2023,capital,Finance,Junior,53.87,2092960,0.0771,1931601,0.661,1276867,55,0.6931,0.8942,384.33,0.0868,0.8225,0.5413,0.804,high 4262,DRC,2025,capital,Education,Junior,108.36,684678,0.2473,515365,0.2003,103252,12,0.6052,0.6873,141.88,0.0496,0.3646,0.2017,0.428,low 4263,Botswana,2022,rural,Administration,Mid_Level,2.52,112942,0.1219,99179,0.4249,42139,65,0.6719,0.8894,584.39,0.096,0.8999,0.5426,0.7659,high 4264,Senegal,2019,remote,Education,Junior,15.76,308494,0.2131,242750,0.2347,56976,30,0.6651,0.7646,264.32,0.0492,0.5951,0.3641,0.541,moderate 4265,Senegal,2025,capital,Education,Junior,18.49,403519,0.0806,370978,0.5447,202055,40,0.6581,0.8018,175.75,0.0585,0.5857,0.3825,0.6831,high 4266,Rwanda,2021,rural,Social_Services,Director,13.04,367648,0.1084,327784,0.481,157670,70,0.7942,0.8817,934.24,0.0839,0.9217,0.6002,0.8026,high 4267,Rwanda,2025,capital,ICT,Mid_Level,14.34,373228,0.0586,351348,0.7106,249674,61,0.6428,0.858,649.58,0.0761,0.8941,0.7212,0.8557,high 4268,DRC,2022,urban,Infrastructure,Mid_Level,98.59,505699,0.2124,398270,0.2213,88117,9,0.5793,0.6488,90.19,0.0708,0.4296,0.2111,0.4361,low 4269,Senegal,2023,rural,Health,Mid_Level,17.53,356046,0.1783,292567,0.3237,94709,37,0.5797,0.746,190.66,0.0578,0.6618,0.4212,0.599,moderate 4270,Uganda,2021,capital,Security,Junior,44.58,389679,0.1798,319622,0.4221,134907,28,0.5803,0.7549,269.89,0.0621,0.6761,0.4707,0.6085,moderate 4271,South Africa,2021,rural,Security,Senior,60.54,3042763,0.1487,2590327,0.5291,1370566,71,0.7855,0.8433,638.02,0.0706,0.8351,0.7648,0.8091,high 4272,South Africa,2020,urban,Security,Mid_Level,60.06,3441656,0.1139,3049605,0.6111,1863765,60,0.7699,0.9341,526.22,0.0886,0.95,0.5209,0.8115,high 4273,Ethiopia,2020,capital,Administration,Junior,114.15,1402688,0.1947,1129592,0.3357,379216,13,0.4712,0.6317,117.87,0.0577,0.3634,0.1677,0.4656,low 4274,Uganda,2018,remote,Health,Junior,40.56,283444,0.266,208047,0.2036,42363,28,0.5841,0.7868,292.08,0.0634,0.7219,0.3499,0.5296,moderate 4275,Kenya,2018,urban,Infrastructure,Junior,48.55,1914407,0.0803,1760746,0.6463,1137963,50,0.77,0.8292,502.4,0.086,0.9029,0.7473,0.8059,high 4276,South Africa,2022,capital,Social_Services,Mid_Level,61.02,3402281,0.0989,3065833,0.7439,2280647,68,0.8875,0.827,415.89,0.0794,0.95,0.6452,0.8648,high 4277,Senegal,2024,remote,ICT,Junior,18.0,365531,0.1735,302122,0.2817,85107,38,0.5779,0.7408,314.38,0.0529,0.6604,0.4303,0.5922,moderate 4278,Ethiopia,2018,urban,Administration,Junior,108.65,1355967,0.2535,1012235,0.28,283416,12,0.5853,0.6327,108.08,0.0543,0.4439,0.2196,0.4479,low 4279,Senegal,2019,urban,Administration,Senior,15.76,331239,0.1229,290533,0.4028,117026,26,0.6766,0.7565,293.14,0.0598,0.643,0.4795,0.6107,moderate 4280,Kenya,2018,rural,Justice,Senior,48.55,1840839,0.1366,1589442,0.4065,646094,38,0.7435,0.8062,662.35,0.0689,0.8641,0.6052,0.6803,high 4281,Ghana,2020,urban,Security,Executive,31.29,787456,0.1509,668627,0.4337,289982,34,0.5464,0.7646,1287.48,0.0531,0.6924,0.4421,0.6338,moderate 4282,DRC,2018,urban,Health,Junior,86.92,569514,0.2309,438015,0.2424,106167,13,0.5128,0.6404,128.48,0.0626,0.3974,0.1901,0.4402,low 4283,Ethiopia,2025,capital,Security,Junior,129.15,1575707,0.1712,1305867,0.2731,356619,10,0.6138,0.6017,109.88,0.0593,0.3344,0.234,0.4475,low 4284,Botswana,2018,remote,Health,Junior,2.38,116084,0.1191,102263,0.4092,41845,66,0.7574,0.7966,420.06,0.0896,0.7763,0.6029,0.745,high 4285,Senegal,2020,urban,Education,Junior,16.18,320377,0.116,283215,0.4661,131997,41,0.6704,0.7407,189.27,0.0657,0.6395,0.4415,0.6592,high 4286,Nigeria,2019,rural,Security,Junior,203.29,4041210,0.1734,3340441,0.2905,970396,23,0.5697,0.6884,299.29,0.0656,0.7213,0.4716,0.5593,moderate 4287,Uganda,2022,rural,Infrastructure,Senior,46.01,372121,0.2758,269482,0.2425,65336,25,0.6141,0.7125,416.78,0.0569,0.6752,0.4253,0.5211,moderate 4288,South Africa,2023,rural,Finance,Mid_Level,61.51,3657709,0.132,3174787,0.5078,1612029,46,0.6769,0.7929,584.73,0.0652,0.95,0.6244,0.7353,high 4289,DRC,2020,remote,Education,Junior,92.57,544000,0.3868,333593,0.125,41697,8,0.5627,0.6399,140.44,0.056,0.3336,0.2211,0.356,low 4290,Mozambique,2019,rural,Social_Services,Director,28.88,266833,0.3052,185406,0.2027,37582,22,0.6436,0.5966,379.99,0.0486,0.3717,0.1911,0.4252,low 4291,South Africa,2021,capital,Health,Senior,60.54,3344884,0.1053,2992562,0.7598,2273842,74,0.7301,0.8199,945.44,0.0814,0.8503,0.5611,0.8628,high 4292,Uganda,2025,urban,Social_Services,Mid_Level,50.57,397706,0.2161,311766,0.3421,106658,26,0.5956,0.8096,250.48,0.0558,0.694,0.4576,0.5831,moderate 4293,Tanzania,2024,urban,Finance,Junior,67.0,1039298,0.1625,870387,0.4275,372050,28,0.6273,0.6785,243.06,0.0701,0.6426,0.4129,0.5936,moderate 4294,Nigeria,2021,capital,Education,Junior,213.58,4372254,0.167,3642182,0.4487,1634330,36,0.5557,0.7508,273.17,0.0557,0.5717,0.3549,0.6157,moderate 4295,Uganda,2018,remote,Health,Junior,40.56,353279,0.2898,250910,0.1871,46942,19,0.6435,0.8143,314.32,0.0554,0.5916,0.4525,0.4984,low 4296,Botswana,2024,urban,Agriculture,Junior,2.6,99975,0.085,91472,0.7677,70225,81,0.7261,0.8172,372.16,0.0735,0.8548,0.5338,0.8846,high 4297,South Africa,2025,rural,Administration,Mid_Level,62.5,3570695,0.1779,2935334,0.4926,1445959,48,0.6251,0.8501,557.18,0.065,0.9227,0.7507,0.7435,high 4298,Senegal,2019,urban,ICT,Junior,15.76,297609,0.1217,261381,0.5239,136926,27,0.5562,0.7398,255.39,0.0676,0.7462,0.4501,0.6486,moderate 4299,Mozambique,2020,rural,Security,Mid_Level,29.66,308625,0.2623,227665,0.1946,44309,20,0.4954,0.6651,95.02,0.0561,0.3834,0.2378,0.445,low 4300,Rwanda,2020,rural,Education,Junior,12.73,374425,0.0843,342874,0.4786,164113,74,0.8408,0.9006,472.67,0.0784,0.8427,0.7057,0.8235,high 4301,Uganda,2024,rural,Health,Mid_Level,49.0,411624,0.2361,314426,0.2529,79524,22,0.6393,0.7771,252.56,0.0673,0.72,0.3283,0.5306,moderate 4302,Rwanda,2018,urban,Justice,Junior,12.14,404005,0.0646,377894,0.6358,240273,88,0.7358,0.9093,602.45,0.0687,0.8306,0.7437,0.9066,high 4303,South Africa,2025,urban,Health,Junior,62.5,3151579,0.126,2754540,0.6863,1890453,63,0.8401,0.7668,466.98,0.0733,0.95,0.697,0.8273,high 4304,Tanzania,2025,urban,Social_Services,Mid_Level,69.01,1113000,0.1568,938433,0.3684,345715,31,0.6309,0.7522,255.24,0.0714,0.6665,0.3271,0.5926,moderate 4305,Senegal,2025,urban,Finance,Senior,18.49,356008,0.1013,319955,0.5093,162964,25,0.603,0.7029,342.15,0.067,0.7395,0.4118,0.6351,moderate 4306,Rwanda,2020,capital,Finance,Senior,12.73,411400,0.0633,385342,0.5903,227475,76,0.8841,0.8606,768.77,0.0866,0.8088,0.6808,0.8498,high 4307,Kenya,2018,capital,Health,Mid_Level,48.55,1935970,0.0722,1796223,0.6185,1110949,64,0.8354,0.8369,573.41,0.0654,0.95,0.7087,0.838,high 4308,Senegal,2022,capital,Education,Junior,17.07,325772,0.1169,287690,0.4515,129897,27,0.6446,0.7233,235.74,0.0494,0.7332,0.4794,0.6309,moderate 4309,DRC,2020,urban,Security,Senior,92.57,497705,0.2507,372940,0.1949,72688,10,0.539,0.637,177.3,0.0572,0.3401,0.1661,0.4072,low 4310,South Africa,2020,urban,Education,Mid_Level,60.06,3432856,0.1385,2957473,0.7292,2156461,55,0.8157,0.9138,444.71,0.0758,0.8193,0.746,0.8288,high 4311,Ghana,2022,capital,Social_Services,Senior,32.62,849559,0.1073,758428,0.5001,379321,43,0.7265,0.7516,429.62,0.0528,0.6558,0.372,0.6712,high 4312,Senegal,2025,urban,Education,Junior,18.49,467160,0.136,403605,0.4987,201293,32,0.6592,0.7803,194.56,0.0515,0.6293,0.38,0.6386,moderate 4313,Senegal,2021,urban,Agriculture,Senior,16.62,406309,0.1093,361903,0.4291,155274,26,0.6149,0.6807,455.43,0.0594,0.6713,0.384,0.6026,moderate 4314,Rwanda,2018,rural,Finance,Junior,12.14,392595,0.0946,355435,0.4561,162123,85,0.95,0.8956,357.08,0.084,0.9417,0.5521,0.8366,high 4315,Mozambique,2024,urban,Security,Junior,33.0,298034,0.1932,240449,0.2347,56440,23,0.6323,0.5899,111.68,0.0699,0.4012,0.1988,0.4664,low 4316,Senegal,2022,urban,Education,Junior,17.07,399163,0.1014,358669,0.4473,160423,41,0.6452,0.7256,238.4,0.054,0.6953,0.4286,0.6602,high 4317,Tanzania,2020,urban,Infrastructure,Senior,59.53,1018599,0.1429,873003,0.4533,395690,23,0.6325,0.7733,296.18,0.0716,0.7051,0.3886,0.6104,moderate 4318,DRC,2022,urban,Education,Senior,98.59,606623,0.2388,461737,0.2371,109481,11,0.4926,0.6048,227.61,0.0572,0.3778,0.203,0.4259,low 4319,Ethiopia,2022,urban,Administration,Junior,119.93,1272079,0.2642,936003,0.262,245189,19,0.6357,0.6861,93.57,0.0488,0.3515,0.1921,0.4542,low 4320,Botswana,2024,urban,Health,Junior,2.6,115615,0.0716,107340,0.7391,79330,57,0.7252,0.8997,515.74,0.0923,0.95,0.5651,0.8458,high 4321,Kenya,2018,rural,Security,Director,48.55,1486833,0.1505,1263002,0.4765,601769,45,0.59,0.8282,1200.71,0.0726,0.7883,0.7454,0.7216,high 4322,Tanzania,2019,remote,Education,Senior,57.79,972514,0.1941,783737,0.2395,187739,23,0.558,0.7362,398.81,0.0633,0.5673,0.4725,0.5333,moderate 4323,Senegal,2018,rural,Security,Junior,15.34,347334,0.1542,293774,0.3495,102664,37,0.6509,0.7824,204.71,0.0646,0.6359,0.4706,0.6193,moderate 4324,Kenya,2024,capital,Justice,Mid_Level,55.0,2048729,0.0759,1893273,0.6799,1287278,41,0.7434,0.8389,381.9,0.0864,0.8791,0.5862,0.7759,high 4325,Senegal,2023,urban,Education,Mid_Level,17.53,368283,0.0931,333990,0.4201,140312,32,0.642,0.748,312.82,0.0562,0.7216,0.3966,0.6358,moderate 4326,Kenya,2023,urban,Health,Junior,53.87,1984504,0.086,1813770,0.5429,984639,58,0.7833,0.8562,570.9,0.0909,0.9124,0.7008,0.799,high 4327,Senegal,2018,capital,Agriculture,Mid_Level,15.34,316619,0.1055,283201,0.4396,124482,38,0.6233,0.7607,321.88,0.0604,0.6552,0.3365,0.6418,moderate 4328,Rwanda,2018,remote,Social_Services,Senior,12.14,418304,0.1057,374098,0.3537,132324,57,0.7574,0.8871,837.09,0.0725,0.95,0.6672,0.7493,high 4329,South Africa,2025,urban,Education,Senior,62.5,3626017,0.0999,3263843,0.6317,2061648,44,0.7511,0.8463,642.69,0.0662,0.8535,0.6148,0.7667,high 4330,Senegal,2025,remote,Finance,Director,18.49,443140,0.2094,350358,0.2323,81384,37,0.7435,0.801,640.8,0.048,0.626,0.4247,0.5734,moderate 4331,Tanzania,2019,urban,Security,Senior,57.79,1103174,0.1447,943509,0.3675,346718,29,0.6785,0.7407,462.54,0.0561,0.6759,0.4546,0.6023,moderate 4332,Rwanda,2025,urban,Finance,Director,14.34,425748,0.0606,399955,0.5978,239111,79,0.8757,0.7785,1306.49,0.0836,0.95,0.5908,0.8527,high 4333,Ethiopia,2024,rural,Health,Senior,126.0,1564773,0.2865,1116400,0.2254,251656,11,0.5207,0.7011,141.47,0.0703,0.4051,0.1605,0.4239,low 4334,Tanzania,2019,capital,Justice,Junior,57.79,1062062,0.1405,912862,0.4895,446842,32,0.6285,0.6964,227.13,0.056,0.7457,0.4491,0.6412,moderate 4335,Tanzania,2020,urban,Education,Junior,59.53,936587,0.1572,789380,0.4043,319141,28,0.5563,0.7428,244.35,0.0503,0.5585,0.4189,0.5909,moderate 4336,Kenya,2022,urban,Administration,Executive,52.76,2034552,0.0765,1878959,0.5389,1012526,61,0.8335,0.92,2205.22,0.0911,0.8172,0.6221,0.8,high 4337,Botswana,2018,capital,Justice,Junior,2.38,114782,0.0868,104817,0.8,83853,86,0.9066,0.8798,585.11,0.0701,0.95,0.7564,0.9459,high 4338,Botswana,2021,capital,Education,Junior,2.49,116131,0.0889,105807,0.657,69515,64,0.7952,0.9193,416.12,0.0809,0.7782,0.6214,0.8299,high 4339,Tanzania,2020,capital,Health,Junior,59.53,930445,0.1432,797180,0.4963,395607,32,0.5345,0.7267,240.49,0.0559,0.7085,0.428,0.6409,moderate 4340,Nigeria,2019,capital,Agriculture,Senior,203.29,4229277,0.1257,3697519,0.4761,1760233,30,0.6734,0.7389,424.75,0.0542,0.5572,0.4432,0.6234,moderate 4341,Rwanda,2025,remote,Justice,Mid_Level,14.34,413870,0.1474,352865,0.3257,114927,85,0.8569,0.9175,556.83,0.0738,0.95,0.566,0.7963,high 4342,Mozambique,2019,urban,Education,Senior,28.88,283412,0.2317,217749,0.2444,53220,16,0.6085,0.6171,139.35,0.0513,0.3587,0.208,0.4424,low 4343,Rwanda,2018,rural,Justice,Mid_Level,12.14,378746,0.0984,341489,0.5,170739,56,0.7799,0.8299,597.76,0.0841,0.8114,0.7383,0.7699,high 4344,South Africa,2018,rural,Agriculture,Junior,59.11,3221694,0.1631,2696233,0.4422,1192385,71,0.696,0.7888,422.64,0.0917,0.8188,0.7297,0.7705,high 4345,Botswana,2024,urban,Finance,Junior,2.6,107027,0.0951,96850,0.6785,65714,58,0.6935,0.7887,363.36,0.078,0.95,0.7653,0.8307,high 4346,Ethiopia,2019,rural,Education,Mid_Level,111.37,1146806,0.2991,803773,0.2056,165235,15,0.5016,0.6654,105.34,0.0602,0.4332,0.1675,0.424,low 4347,Botswana,2021,urban,Finance,Mid_Level,2.49,119292,0.0942,108055,0.6817,73663,57,0.6752,0.8949,485.11,0.0745,0.95,0.6507,0.8337,high 4348,Uganda,2021,capital,Administration,Senior,44.58,392727,0.147,334997,0.3905,130816,28,0.6905,0.6808,264.05,0.0603,0.5938,0.3537,0.5778,moderate 4349,Senegal,2021,capital,Security,Junior,16.62,318748,0.1149,282129,0.5029,141872,41,0.5653,0.7627,245.47,0.0705,0.587,0.4073,0.6633,high 4350,Ethiopia,2019,remote,Education,Mid_Level,111.37,1411616,0.3338,940409,0.1383,130011,14,0.5341,0.6311,84.55,0.0667,0.4181,0.2163,0.3942,low 4351,DRC,2021,rural,Security,Director,95.53,535789,0.3693,337939,0.1614,54536,12,0.4812,0.6843,283.94,0.0559,0.3821,0.2298,0.3919,low 4352,Senegal,2023,capital,Education,Mid_Level,17.53,429036,0.1023,385130,0.513,197575,28,0.5459,0.7406,255.74,0.0616,0.5896,0.3323,0.626,moderate 4353,Botswana,2020,rural,Education,Mid_Level,2.45,102287,0.1051,91533,0.4559,41733,64,0.7035,0.8266,522.99,0.0906,0.95,0.6337,0.7801,high 4354,Uganda,2020,rural,Finance,Senior,43.2,382850,0.2305,294606,0.251,73954,16,0.5521,0.7407,468.75,0.0577,0.6355,0.3726,0.5071,moderate 4355,Senegal,2018,rural,Education,Mid_Level,15.34,364701,0.1653,304402,0.2938,89433,31,0.6801,0.676,197.13,0.058,0.6512,0.4036,0.5665,moderate 4356,Ethiopia,2025,rural,ICT,Director,129.15,1340819,0.247,1009628,0.2271,229278,18,0.6033,0.5862,227.16,0.0712,0.342,0.2321,0.4354,low 4357,Rwanda,2020,remote,Education,Executive,12.73,384388,0.1395,330769,0.2991,98948,58,0.6734,0.892,1400.77,0.0861,0.8015,0.6923,0.7181,high 4358,Senegal,2020,remote,Education,Director,16.18,363217,0.1677,302312,0.2759,83404,29,0.6365,0.7566,732.28,0.0541,0.577,0.466,0.5673,moderate 4359,Senegal,2020,rural,Administration,Junior,16.18,333754,0.126,291696,0.3749,109354,41,0.7447,0.7297,246.94,0.0699,0.7251,0.3218,0.6289,moderate 4360,Nigeria,2019,urban,Justice,Junior,203.29,3707338,0.1782,3046676,0.4085,1244663,23,0.6157,0.8047,261.51,0.0719,0.7229,0.3591,0.594,moderate 4361,South Africa,2020,capital,Infrastructure,Mid_Level,60.06,3421294,0.1077,3052949,0.6225,1900462,51,0.6973,0.8108,365.21,0.0925,0.9158,0.6748,0.7869,high 4362,Tanzania,2018,remote,Social_Services,Junior,56.11,918567,0.2582,681387,0.2233,152127,32,0.6246,0.8087,282.43,0.0565,0.6997,0.3715,0.5497,moderate 4363,Botswana,2021,urban,Finance,Mid_Level,2.49,103351,0.082,94880,0.6889,65364,58,0.6514,0.8845,529.22,0.0943,0.95,0.6687,0.8413,high 4364,Uganda,2020,capital,Infrastructure,Mid_Level,43.2,335745,0.1641,280658,0.3563,100005,21,0.5033,0.7591,258.54,0.064,0.6917,0.4278,0.5764,moderate 4365,Ghana,2024,capital,Administration,Junior,34.0,892512,0.095,807722,0.5008,404545,47,0.6132,0.7448,189.18,0.0502,0.7463,0.4222,0.6975,high 4366,Uganda,2023,urban,Health,Mid_Level,47.48,351271,0.1717,290960,0.349,101533,18,0.6474,0.7617,185.28,0.0596,0.6619,0.3774,0.5575,moderate 4367,Botswana,2024,urban,Education,Mid_Level,2.6,124826,0.0815,114658,0.7631,87497,49,0.6538,0.9227,430.24,0.0664,0.7858,0.7159,0.8315,high 4368,Kenya,2020,rural,Security,Senior,50.61,1993254,0.1419,1710502,0.3725,637141,65,0.7225,0.9018,759.59,0.0696,0.95,0.6939,0.7698,high 4369,Botswana,2025,urban,Security,Mid_Level,2.64,120546,0.0827,110581,0.6578,72744,79,0.8489,0.8817,629.32,0.0861,0.95,0.721,0.8906,high 4370,Uganda,2021,urban,ICT,Mid_Level,44.58,343370,0.1556,289939,0.327,94799,26,0.6813,0.7927,294.38,0.069,0.6392,0.3423,0.5749,moderate 4371,Kenya,2022,remote,Finance,Senior,52.76,2054696,0.131,1785452,0.3052,544877,51,0.6898,0.8098,745.04,0.0871,0.95,0.7618,0.7137,high 4372,DRC,2023,rural,Education,Junior,101.74,612867,0.3735,383978,0.1512,58074,14,0.5761,0.6282,108.65,0.0644,0.3989,0.1654,0.3801,low 4373,Tanzania,2022,capital,Infrastructure,Director,63.15,997560,0.1224,875452,0.4728,413915,25,0.5748,0.7616,757.87,0.0688,0.6053,0.4747,0.6223,moderate 4374,Ethiopia,2019,urban,Security,Senior,111.37,1210279,0.2051,962073,0.2497,240261,14,0.5588,0.6618,146.23,0.0546,0.4198,0.1688,0.4543,low 4375,DRC,2018,urban,Agriculture,Senior,86.92,449437,0.2353,343690,0.2374,81606,13,0.574,0.5863,176.19,0.0715,0.4099,0.2252,0.4345,low 4376,Tanzania,2022,urban,Education,Senior,63.15,1123576,0.1288,978914,0.4191,410261,35,0.6266,0.6996,406.95,0.0576,0.6675,0.4795,0.6297,moderate 4377,Uganda,2021,urban,ICT,Mid_Level,44.58,335845,0.1752,277014,0.3687,102145,20,0.6275,0.704,203.61,0.0536,0.7229,0.3346,0.5597,moderate 4378,Nigeria,2022,remote,Health,Director,218.92,4655747,0.2341,3565614,0.2677,954612,35,0.5549,0.7988,653.77,0.0694,0.6675,0.4474,0.5772,moderate 4379,Ghana,2024,rural,Health,Mid_Level,34.0,951184,0.1973,763508,0.3932,300185,33,0.7,0.6788,290.64,0.0597,0.7241,0.4003,0.5957,moderate 4380,Mozambique,2021,remote,Education,Mid_Level,30.47,336061,0.2705,245143,0.1341,32868,21,0.6505,0.6058,116.01,0.0563,0.4457,0.2051,0.4243,low 4381,Ethiopia,2021,remote,Security,Mid_Level,117.0,1451158,0.3553,935564,0.1372,128372,16,0.5496,0.6438,150.53,0.0653,0.423,0.2208,0.3964,low 4382,Nigeria,2021,rural,Infrastructure,Junior,213.58,4441616,0.1995,3555647,0.2703,961005,38,0.6356,0.7275,269.1,0.0589,0.7431,0.328,0.5789,moderate 4383,Mozambique,2024,capital,Education,Junior,33.0,314223,0.2061,249453,0.2592,64663,18,0.5683,0.6157,117.36,0.0683,0.4132,0.1913,0.4611,low 4384,South Africa,2020,urban,Education,Junior,60.06,2746923,0.0963,2482482,0.7348,1824058,55,0.62,0.8638,491.01,0.0824,0.9214,0.546,0.8234,high 4385,Uganda,2023,urban,ICT,Mid_Level,47.48,378740,0.1785,311126,0.3617,112520,22,0.5925,0.8205,235.82,0.0547,0.6354,0.3283,0.5702,moderate 4386,Tanzania,2021,remote,Education,Junior,61.31,943405,0.2443,712908,0.2358,168081,29,0.642,0.7975,303.02,0.0561,0.6655,0.4253,0.5491,moderate 4387,Botswana,2020,urban,Security,Junior,2.45,96508,0.0965,87196,0.599,52228,67,0.6631,0.9058,516.36,0.0705,0.95,0.5512,0.8291,high 4388,Mozambique,2025,remote,Security,Senior,33.89,371826,0.3298,249210,0.1245,31022,13,0.4864,0.6517,129.83,0.0595,0.3651,0.2297,0.3884,low 4389,DRC,2018,rural,Health,Mid_Level,86.92,495562,0.3426,325766,0.136,44313,12,0.5494,0.6947,88.04,0.051,0.4462,0.199,0.3971,low 4390,Tanzania,2023,urban,Security,Junior,65.05,1287411,0.1349,1113676,0.4216,469551,24,0.5432,0.7077,259.88,0.0598,0.6895,0.4557,0.6023,moderate 4391,Kenya,2018,rural,Social_Services,Mid_Level,48.55,1790897,0.1481,1525648,0.4646,708871,48,0.7218,0.856,382.04,0.0714,0.9113,0.6376,0.7324,high 4392,Mozambique,2022,rural,Social_Services,Junior,31.29,290858,0.2812,209062,0.1804,37714,22,0.6117,0.6185,91.6,0.0654,0.369,0.1753,0.427,low 4393,DRC,2020,rural,Security,Junior,92.57,582884,0.3517,377902,0.1701,64263,9,0.4994,0.6895,115.66,0.0698,0.4125,0.1643,0.3882,low 4394,Senegal,2021,urban,Justice,Junior,16.62,407544,0.1238,357082,0.4694,167610,34,0.7222,0.8046,313.29,0.0677,0.6209,0.3472,0.6389,moderate 4395,Rwanda,2020,remote,ICT,Junior,12.73,350623,0.134,303653,0.3329,101073,77,0.9067,0.8597,524.1,0.0852,0.9129,0.6712,0.7796,high 4396,Nigeria,2023,remote,Administration,Mid_Level,224.39,4176400,0.301,2919122,0.2476,722826,27,0.6312,0.7384,300.02,0.0561,0.6382,0.4469,0.5234,moderate 4397,Botswana,2019,urban,Finance,Junior,2.41,95899,0.071,89092,0.7098,63238,69,0.8775,0.8162,362.18,0.0788,0.785,0.5873,0.8419,high 4398,South Africa,2023,urban,Education,Senior,61.51,3100019,0.1034,2779400,0.6009,1670144,76,0.7437,0.8266,603.74,0.0847,0.8491,0.5745,0.8307,high 4399,Nigeria,2022,rural,Agriculture,Mid_Level,218.92,5000178,0.1919,4040441,0.3095,1250336,24,0.5965,0.7478,290.75,0.059,0.5804,0.4719,0.5568,moderate 4400,Ghana,2020,capital,Administration,Mid_Level,31.29,872750,0.1025,783299,0.4727,370257,35,0.5911,0.7845,207.27,0.0499,0.6447,0.3651,0.6487,moderate 4401,Botswana,2020,urban,Education,Junior,2.45,112779,0.0896,102678,0.706,72491,52,0.6145,0.9234,416.89,0.0906,0.7915,0.6957,0.8213,high 4402,DRC,2022,rural,Education,Senior,98.59,627577,0.3557,404328,0.176,71165,8,0.5718,0.7108,230.9,0.0522,0.4263,0.1647,0.3908,low 4403,DRC,2023,rural,Finance,Junior,101.74,562690,0.3158,385014,0.1373,52843,10,0.5413,0.6519,125.54,0.0655,0.3451,0.228,0.3855,low 4404,Uganda,2020,capital,Health,Senior,43.2,343314,0.1517,291229,0.4405,128278,23,0.6158,0.7122,352.45,0.0554,0.6005,0.4638,0.5929,moderate 4405,Uganda,2019,capital,Education,Mid_Level,41.86,316366,0.148,269544,0.3379,91073,26,0.6468,0.7717,284.97,0.0682,0.6044,0.4465,0.5833,moderate 4406,Nigeria,2018,remote,Agriculture,Senior,198.33,3951163,0.252,2955342,0.2485,734286,26,0.6221,0.6752,451.07,0.052,0.6722,0.4568,0.5283,moderate 4407,South Africa,2023,urban,Infrastructure,Junior,61.51,2804769,0.1328,2432230,0.7316,1779393,67,0.8599,0.9132,456.59,0.0756,0.8989,0.5438,0.8484,high 4408,Rwanda,2018,capital,Infrastructure,Mid_Level,12.14,318144,0.0585,299523,0.7027,210466,76,0.8712,0.7991,521.53,0.0717,0.95,0.7603,0.8919,high 4409,Nigeria,2020,capital,Health,Junior,208.37,4331850,0.122,3803197,0.4236,1611137,28,0.6659,0.695,198.53,0.0498,0.5649,0.3463,0.5908,moderate 4410,Ghana,2024,remote,Education,Junior,34.0,764669,0.1717,633391,0.3009,190593,37,0.615,0.7064,201.19,0.0506,0.6824,0.4255,0.5916,moderate 4411,Uganda,2019,capital,Social_Services,Mid_Level,41.86,302505,0.1782,248601,0.43,106901,20,0.6255,0.8011,227.14,0.0702,0.631,0.3371,0.5799,moderate 4412,Tanzania,2024,capital,Education,Mid_Level,67.0,1208481,0.1025,1084643,0.4762,516465,19,0.5226,0.7689,290.41,0.0589,0.6407,0.4704,0.6174,moderate 4413,Tanzania,2020,urban,Security,Director,59.53,1156538,0.1174,1020710,0.4323,441228,28,0.6624,0.6897,782.73,0.067,0.7178,0.4609,0.62,moderate 4414,South Africa,2018,rural,Security,Mid_Level,59.11,3022123,0.1445,2585370,0.4833,1249488,52,0.7966,0.8684,457.66,0.0647,0.8172,0.5956,0.7362,high 4415,South Africa,2019,urban,Security,Senior,59.58,3294872,0.1234,2888124,0.5933,1713387,73,0.7483,0.8845,861.4,0.0654,0.95,0.7621,0.8538,high 4416,Tanzania,2023,urban,Finance,Junior,65.05,1074232,0.1602,902174,0.3872,349337,21,0.5662,0.7407,225.9,0.0484,0.6241,0.4635,0.5791,moderate 4417,Mozambique,2020,urban,Security,Junior,29.66,327007,0.2053,259887,0.26,67568,13,0.4804,0.6953,99.93,0.0585,0.3909,0.1619,0.4558,low 4418,Mozambique,2023,rural,Administration,Junior,32.13,289342,0.2428,219078,0.1762,38611,22,0.6,0.6202,99.47,0.0605,0.355,0.1664,0.4335,low 4419,Ghana,2022,rural,Health,Mid_Level,32.62,832951,0.1771,685442,0.3103,212688,44,0.6818,0.7369,240.91,0.0589,0.7185,0.43,0.6187,moderate 4420,Tanzania,2020,capital,Education,Junior,59.53,1105874,0.1301,961955,0.4136,397823,32,0.7188,0.7455,245.87,0.0499,0.7238,0.3429,0.6193,moderate 4421,Rwanda,2023,urban,Education,Junior,13.67,429156,0.0708,398762,0.5381,214558,93,0.8685,0.8841,440.18,0.0687,0.7829,0.6096,0.8712,high 4422,South Africa,2018,remote,Education,Junior,59.11,3434477,0.2234,2667307,0.4033,1075732,50,0.6051,0.888,592.39,0.0752,0.95,0.7207,0.7202,high 4423,Tanzania,2021,rural,Health,Junior,61.31,994394,0.1704,824943,0.2658,219252,30,0.6812,0.702,237.59,0.0624,0.5807,0.3777,0.55,moderate 4424,Senegal,2019,rural,Administration,Mid_Level,15.76,364398,0.1645,304445,0.3818,116233,35,0.5795,0.6766,195.84,0.051,0.6545,0.3903,0.5978,moderate 4425,Rwanda,2022,capital,Social_Services,Junior,13.35,422591,0.0724,392001,0.6686,262073,60,0.7651,0.9222,591.55,0.0682,0.8639,0.7254,0.8463,high 4426,Ethiopia,2019,rural,Administration,Junior,111.37,1173691,0.2893,834117,0.1964,163782,15,0.5269,0.6505,95.36,0.0521,0.3765,0.1672,0.4162,low 4427,Nigeria,2025,urban,Education,Mid_Level,235.75,4603317,0.1863,3745501,0.3715,1391324,29,0.5669,0.7805,256.84,0.0537,0.6549,0.4446,0.5958,moderate 4428,Ethiopia,2025,urban,Health,Mid_Level,129.15,1460707,0.2421,1107071,0.309,342097,12,0.5393,0.5881,136.24,0.0611,0.446,0.187,0.4483,low 4429,Uganda,2023,rural,Infrastructure,Junior,47.48,365367,0.2248,283237,0.2749,77866,25,0.63,0.8217,223.87,0.0519,0.564,0.3413,0.5388,moderate 4430,Botswana,2020,capital,Administration,Junior,2.45,124480,0.0745,115204,0.7578,87301,71,0.7602,0.8258,548.92,0.0928,0.95,0.6346,0.8806,high 4431,South Africa,2024,urban,Infrastructure,Senior,62.0,3290608,0.1168,2906297,0.6758,1963961,57,0.6815,0.8526,947.08,0.0801,0.95,0.7332,0.8284,high 4432,Ghana,2021,urban,Security,Director,31.94,778021,0.1116,691221,0.4451,307651,37,0.6371,0.7521,619.8,0.0618,0.6137,0.3961,0.6397,moderate 4433,Senegal,2021,urban,Finance,Mid_Level,16.62,388663,0.1089,346344,0.4894,169508,41,0.7175,0.7913,284.95,0.0574,0.7387,0.3507,0.6753,high 4434,DRC,2020,urban,Infrastructure,Mid_Level,92.57,515161,0.2984,361419,0.2248,81264,15,0.5778,0.6613,153.46,0.0707,0.4127,0.1692,0.4265,low 4435,Mozambique,2018,capital,Health,Mid_Level,28.12,276651,0.1931,223230,0.3138,70057,16,0.6265,0.7015,132.82,0.0681,0.4398,0.1965,0.489,low 4436,Ethiopia,2022,rural,Finance,Director,119.93,1262773,0.2779,911825,0.2334,212784,17,0.5319,0.6713,210.35,0.0608,0.439,0.2095,0.4469,low 4437,Tanzania,2025,capital,Infrastructure,Mid_Level,69.01,1068246,0.1413,917350,0.4049,371425,32,0.5865,0.8222,308.12,0.0686,0.6866,0.3842,0.6263,moderate 4438,Senegal,2021,rural,Education,Junior,16.62,363975,0.1529,308306,0.3625,111759,37,0.6723,0.7731,305.75,0.0494,0.6638,0.3297,0.6102,moderate 4439,Nigeria,2018,urban,Education,Mid_Level,198.33,4345742,0.1758,3581881,0.4393,1573372,21,0.5005,0.7035,215.24,0.0591,0.6266,0.3442,0.571,moderate 4440,Mozambique,2018,capital,Health,Junior,28.12,241785,0.1754,199370,0.2956,58931,17,0.5275,0.665,129.53,0.0651,0.3648,0.2365,0.4824,low 4441,Senegal,2019,remote,Security,Junior,15.76,315328,0.1687,262127,0.2605,68294,42,0.7417,0.8222,223.31,0.0573,0.6982,0.36,0.6071,moderate 4442,Mozambique,2020,urban,Finance,Senior,29.66,252935,0.1634,211610,0.2191,46358,19,0.5529,0.6462,176.36,0.0529,0.424,0.1749,0.4683,low 4443,Tanzania,2023,rural,Education,Mid_Level,65.05,1071462,0.1867,871405,0.3102,270270,21,0.615,0.695,185.68,0.0564,0.5951,0.3439,0.5315,moderate 4444,Rwanda,2020,rural,Social_Services,Director,12.73,433691,0.106,387724,0.4622,179189,66,0.8545,0.8243,1426.12,0.0891,0.95,0.5283,0.7755,high 4445,Kenya,2020,urban,Social_Services,Mid_Level,50.61,1545842,0.108,1378894,0.557,768009,63,0.8386,0.9211,585.72,0.0881,0.9129,0.6646,0.8157,high 4446,Botswana,2022,urban,Education,Junior,2.52,102572,0.0959,92737,0.67,62135,57,0.7934,0.9172,351.39,0.0921,0.7808,0.7045,0.8222,high 4447,South Africa,2025,capital,Administration,Mid_Level,62.5,3793018,0.0936,3437942,0.6237,2144305,65,0.7634,0.9035,478.72,0.0641,0.9059,0.6931,0.8405,high 4448,Ghana,2020,urban,Agriculture,Mid_Level,31.29,720164,0.1144,637813,0.5285,337112,34,0.6838,0.7151,288.23,0.0518,0.6407,0.3506,0.645,moderate 4449,Rwanda,2022,rural,Infrastructure,Junior,13.35,451173,0.0808,414703,0.467,193670,85,0.9398,0.9114,395.08,0.0943,0.8147,0.6666,0.8439,high 4450,DRC,2019,urban,Social_Services,Director,89.7,509278,0.2455,384225,0.234,89892,12,0.6134,0.6277,243.76,0.0612,0.3861,0.2305,0.4329,low 4451,Nigeria,2018,capital,Health,Mid_Level,198.33,3758860,0.1175,3317357,0.5223,1732516,34,0.7093,0.6918,222.28,0.063,0.5679,0.4786,0.6446,moderate 4452,Nigeria,2025,urban,ICT,Director,235.75,4869226,0.1313,4229745,0.3809,1611218,26,0.6627,0.7559,749.07,0.0651,0.7114,0.3625,0.5982,moderate 4453,Ethiopia,2023,capital,Security,Mid_Level,122.93,1402292,0.2114,1105869,0.2658,293974,17,0.5741,0.641,122.14,0.0545,0.4037,0.1783,0.4605,low 4454,Nigeria,2025,rural,Administration,Mid_Level,235.75,4122218,0.2118,3249231,0.3311,1075761,32,0.6628,0.7554,269.95,0.0615,0.5678,0.4136,0.5713,moderate 4455,Kenya,2021,urban,Health,Director,51.68,1992533,0.0775,1838129,0.6406,1177417,63,0.8145,0.9231,1369.77,0.0679,0.8171,0.5387,0.8223,high 4456,South Africa,2021,capital,Health,Mid_Level,60.54,3022627,0.0936,2739789,0.7444,2039371,62,0.7596,0.825,576.65,0.0689,0.8948,0.6206,0.843,high 4457,Nigeria,2024,capital,ICT,Junior,230.0,4517247,0.146,3857875,0.4571,1763529,36,0.6719,0.7772,307.22,0.0511,0.6397,0.3843,0.6368,moderate 4458,Mozambique,2024,remote,Finance,Junior,33.0,355866,0.3741,222749,0.1309,29167,14,0.4962,0.5981,104.91,0.0652,0.3649,0.227,0.3731,low 4459,Mozambique,2020,rural,Education,Junior,29.66,273633,0.2824,196365,0.1964,38570,19,0.5625,0.6577,151.79,0.0498,0.3412,0.1995,0.4287,low 4460,Ghana,2024,remote,Security,Junior,34.0,916014,0.1863,745384,0.2333,173879,29,0.7025,0.7822,197.03,0.0555,0.7247,0.4342,0.5675,moderate 4461,Ethiopia,2019,remote,Agriculture,Mid_Level,111.37,1371088,0.4017,820280,0.1449,118879,10,0.5644,0.6466,142.42,0.0703,0.403,0.2076,0.3688,low 4462,Tanzania,2023,capital,Education,Mid_Level,65.05,1180352,0.1372,1018373,0.3868,393902,29,0.6787,0.7745,186.57,0.0639,0.7183,0.3438,0.6073,moderate 4463,Uganda,2022,urban,Education,Junior,46.01,359551,0.1944,289652,0.3841,111262,17,0.5171,0.7713,193.45,0.0638,0.6806,0.3739,0.5611,moderate 4464,DRC,2025,rural,ICT,Junior,108.36,735078,0.3463,480544,0.1789,85979,12,0.6189,0.6304,129.57,0.0488,0.3997,0.19,0.3917,low 4465,Rwanda,2024,urban,Infrastructure,Executive,14.0,469204,0.0886,427609,0.5411,231371,92,0.8492,0.9099,2010.36,0.0853,0.842,0.5706,0.8708,high 4466,Uganda,2022,capital,Security,Junior,46.01,334936,0.1529,283726,0.3512,99656,17,0.6129,0.7378,213.21,0.0553,0.7073,0.3561,0.5591,moderate 4467,Senegal,2024,rural,Health,Director,18.0,403611,0.1717,334319,0.3146,105192,36,0.6638,0.7155,756.86,0.0675,0.6832,0.4589,0.5973,moderate 4468,Ethiopia,2019,rural,Education,Director,111.37,1362325,0.3351,905870,0.188,170312,13,0.5956,0.6316,226.19,0.0638,0.3444,0.2045,0.3954,low 4469,Kenya,2024,urban,Infrastructure,Junior,55.0,1730329,0.0763,1598297,0.6236,996704,37,0.7177,0.8325,623.07,0.069,0.95,0.7451,0.7737,high 4470,Uganda,2021,remote,Education,Junior,44.58,407084,0.2843,291347,0.1674,48775,21,0.6701,0.8011,189.45,0.0566,0.6571,0.4474,0.5039,moderate 4471,Uganda,2019,capital,Security,Junior,41.86,336439,0.1819,275252,0.4095,112725,22,0.6376,0.7635,298.52,0.0619,0.6368,0.4156,0.5817,moderate 4472,South Africa,2021,capital,Finance,Director,60.54,3293003,0.1161,2910621,0.7351,2139672,58,0.7116,0.7987,886.6,0.0916,0.8493,0.6739,0.8219,high 4473,Ghana,2021,capital,Health,Director,31.94,765543,0.1037,686176,0.478,328005,26,0.6446,0.808,533.0,0.0587,0.6735,0.3467,0.6318,moderate 4474,South Africa,2020,urban,Security,Executive,60.06,3179950,0.1081,2836276,0.6731,1909128,46,0.5826,0.8289,1483.52,0.0793,0.8627,0.7525,0.7921,high 4475,Uganda,2019,rural,Security,Executive,41.86,341804,0.283,245082,0.2484,60877,16,0.5478,0.7759,852.61,0.0513,0.5729,0.4046,0.4955,low 4476,South Africa,2020,rural,Security,Director,60.06,3641423,0.1277,3176345,0.4308,1368433,50,0.7796,0.7875,1188.15,0.0657,0.904,0.53,0.7123,high 4477,Kenya,2023,urban,ICT,Executive,53.87,2046335,0.0867,1868990,0.5055,944704,41,0.7018,0.7878,1740.54,0.067,0.7876,0.6212,0.7163,high 4478,Rwanda,2021,capital,Administration,Mid_Level,13.04,366744,0.0762,338798,0.6656,225500,72,0.8474,0.8274,590.89,0.0641,0.8407,0.6579,0.8513,high 4479,Botswana,2024,rural,Administration,Junior,2.6,131831,0.0995,118716,0.4541,53912,66,0.6977,0.7704,541.84,0.077,0.95,0.7758,0.7918,high 4480,South Africa,2025,urban,Education,Director,62.5,3186547,0.1139,2823596,0.6696,1890611,64,0.6663,0.7976,875.01,0.0672,0.8671,0.7666,0.8319,high 4481,Ethiopia,2024,urban,Health,Executive,126.0,1611883,0.2226,1253147,0.327,409838,19,0.5096,0.6677,534.7,0.0687,0.3898,0.2144,0.4842,low 4482,Ghana,2020,urban,Agriculture,Junior,31.29,850777,0.1259,743686,0.5532,411442,43,0.6845,0.7782,302.23,0.0561,0.6947,0.4678,0.6973,high 4483,Nigeria,2018,urban,Health,Junior,198.33,4357773,0.1385,3754055,0.3693,1386270,26,0.6546,0.6911,262.93,0.0658,0.6637,0.4696,0.5897,moderate 4484,Rwanda,2024,capital,Social_Services,Mid_Level,14.0,478929,0.0802,440498,0.5891,259500,63,0.7866,0.7745,470.3,0.0956,0.9171,0.6061,0.8032,high 4485,Ethiopia,2019,rural,Administration,Director,111.37,1162037,0.2441,878376,0.2386,209593,19,0.5275,0.6107,316.13,0.0556,0.4155,0.1765,0.4469,low 4486,Senegal,2024,urban,Health,Junior,18.0,338950,0.12,298284,0.3983,118796,26,0.6572,0.7508,263.94,0.0548,0.7421,0.4779,0.6192,moderate 4487,Kenya,2020,rural,Social_Services,Director,50.61,1963663,0.1229,1722236,0.3986,686567,66,0.7429,0.8534,947.08,0.0734,0.818,0.5414,0.7479,high 4488,Senegal,2020,urban,Justice,Mid_Level,16.18,390619,0.1013,351057,0.4981,174863,24,0.5562,0.7416,318.58,0.0502,0.6037,0.3444,0.6153,moderate 4489,Tanzania,2021,urban,Health,Mid_Level,61.31,1098874,0.1458,938636,0.4414,414275,34,0.5604,0.7258,320.85,0.0616,0.6299,0.3896,0.6197,moderate 4490,Rwanda,2024,rural,Education,Junior,14.0,445176,0.0834,408064,0.4821,196742,52,0.6997,0.8997,624.28,0.0841,0.9184,0.7013,0.7766,high 4491,Senegal,2024,capital,Agriculture,Senior,18.0,446541,0.0968,403337,0.5594,225612,35,0.608,0.8225,275.69,0.0689,0.6555,0.4136,0.6834,high 4492,Tanzania,2024,remote,Administration,Mid_Level,67.0,1282727,0.2543,956508,0.2083,199270,23,0.6491,0.7554,208.46,0.0691,0.649,0.4595,0.5202,moderate 4493,Tanzania,2019,remote,Finance,Junior,57.79,999420,0.2405,759063,0.2053,155853,29,0.6168,0.7733,225.59,0.0542,0.6839,0.4047,0.5386,moderate 4494,Uganda,2019,rural,Education,Junior,41.86,370560,0.222,288298,0.2546,73401,16,0.5556,0.8132,258.79,0.0688,0.6582,0.3294,0.5189,moderate 4495,Ethiopia,2022,urban,Finance,Junior,119.93,1272084,0.1951,1023933,0.2775,284176,17,0.6139,0.5898,139.94,0.0487,0.3404,0.2209,0.4577,low 4496,Senegal,2021,urban,Education,Mid_Level,16.62,377267,0.1211,331569,0.4022,133344,26,0.5921,0.8046,289.4,0.0525,0.6085,0.3806,0.6049,moderate 4497,Rwanda,2024,remote,Health,Mid_Level,14.0,402672,0.117,355552,0.3275,116446,84,0.8587,0.8371,566.67,0.0772,0.95,0.5637,0.7896,high 4498,Senegal,2020,rural,Administration,Junior,16.18,380195,0.1502,323079,0.3572,115414,25,0.6165,0.7383,221.73,0.0488,0.655,0.3747,0.578,moderate 4499,Tanzania,2025,rural,Health,Junior,69.01,1152644,0.1984,923954,0.2978,275122,24,0.5463,0.7411,212.64,0.0525,0.7116,0.4749,0.5647,moderate 4500,Rwanda,2024,capital,Administration,Mid_Level,14.0,390450,0.0745,361359,0.5577,201514,53,0.7672,0.7923,491.69,0.0808,0.95,0.6057,0.7777,high 4501,Senegal,2020,urban,Infrastructure,Mid_Level,16.18,396367,0.1229,347660,0.5073,176362,30,0.6704,0.8192,186.82,0.0584,0.6688,0.4137,0.6522,high 4502,Uganda,2022,rural,Education,Director,46.01,402154,0.2311,309201,0.2235,69119,25,0.5148,0.748,655.77,0.0715,0.6137,0.4349,0.5277,moderate 4503,Ghana,2025,urban,Health,Junior,34.71,839087,0.1172,740782,0.4729,350350,37,0.6553,0.7148,241.03,0.0636,0.6611,0.4408,0.6489,moderate 4504,Ethiopia,2020,urban,Infrastructure,Director,114.15,1415812,0.2018,1130116,0.2463,278307,15,0.6357,0.6717,286.4,0.0498,0.3451,0.2195,0.4558,low 4505,Senegal,2020,urban,Education,Senior,16.18,335190,0.0987,302091,0.4394,132730,37,0.6313,0.7898,415.95,0.0565,0.7232,0.3318,0.6516,high 4506,Kenya,2023,urban,Education,Junior,53.87,1935058,0.0859,1768766,0.5903,1044188,53,0.7694,0.7955,456.97,0.0803,0.95,0.6074,0.7837,high 4507,Nigeria,2020,remote,Health,Mid_Level,208.37,4547846,0.2374,3467982,0.2296,796198,30,0.6703,0.8061,233.9,0.0564,0.621,0.3513,0.5412,moderate 4508,Mozambique,2018,remote,Education,Junior,28.12,251308,0.3955,151925,0.1219,18521,20,0.6289,0.6823,108.01,0.0634,0.3645,0.1933,0.3897,low 4509,South Africa,2024,urban,Finance,Mid_Level,62.0,3522833,0.1403,3028607,0.6953,2105837,59,0.6737,0.845,481.97,0.0832,0.9442,0.5764,0.8151,high 4510,Senegal,2024,urban,Justice,Junior,18.0,428052,0.1156,378553,0.4471,169235,25,0.6696,0.683,192.05,0.0683,0.6868,0.455,0.612,moderate 4511,Botswana,2025,urban,Social_Services,Junior,2.64,133422,0.093,121009,0.7694,93110,70,0.8107,0.9231,440.7,0.075,0.95,0.7709,0.9047,high 4512,Rwanda,2023,urban,Health,Mid_Level,13.67,450048,0.0638,421333,0.5629,237155,57,0.6928,0.8631,389.0,0.0792,0.7772,0.7343,0.7979,high 4513,DRC,2023,rural,Social_Services,Junior,101.74,696118,0.2751,504613,0.1535,77435,8,0.5992,0.6471,103.69,0.0587,0.4428,0.1784,0.3988,low 4514,Uganda,2020,capital,Education,Senior,43.2,343453,0.141,295013,0.4288,126498,27,0.6952,0.6842,361.5,0.0692,0.5757,0.378,0.5874,moderate 4515,Kenya,2025,capital,Security,Director,56.15,2025575,0.0967,1829622,0.6801,1244253,62,0.7771,0.7769,1174.67,0.0907,0.8291,0.5981,0.8101,high 4516,South Africa,2022,urban,Social_Services,Executive,61.02,2852492,0.0966,2576854,0.6965,1794689,44,0.6232,0.8244,1758.27,0.0848,0.8491,0.6779,0.7863,high 4517,Ghana,2023,capital,Education,Junior,33.3,898857,0.0922,815963,0.6052,493822,45,0.6834,0.8164,229.98,0.0553,0.5747,0.4364,0.7143,high 4518,Nigeria,2021,remote,Administration,Mid_Level,213.58,4209496,0.2347,3221441,0.2096,675244,25,0.6091,0.6963,307.62,0.0712,0.6045,0.4231,0.5134,moderate 4519,Kenya,2021,urban,Justice,Mid_Level,51.68,1898349,0.0811,1744416,0.5273,919788,63,0.8579,0.8594,412.26,0.0804,0.9032,0.6924,0.8075,high 4520,South Africa,2020,rural,ICT,Director,60.06,3649564,0.1365,3151485,0.4331,1365045,69,0.7682,0.9283,986.65,0.0738,0.9498,0.6265,0.7936,high 4521,Mozambique,2020,rural,Social_Services,Junior,29.66,255204,0.2991,178868,0.1997,35711,18,0.5897,0.6329,91.62,0.0671,0.3775,0.2388,0.4267,low 4522,South Africa,2025,urban,Education,Senior,62.5,3575155,0.0973,3227379,0.6507,2099997,52,0.6124,0.8382,584.91,0.0731,0.9281,0.5845,0.7953,high 4523,Senegal,2020,rural,Social_Services,Mid_Level,16.18,365552,0.1409,314031,0.3712,116582,24,0.524,0.6807,190.3,0.0631,0.7472,0.4162,0.586,moderate 4524,Rwanda,2020,rural,Education,Mid_Level,12.73,375147,0.1012,337165,0.3851,129848,94,0.8249,0.8672,352.21,0.0787,0.95,0.6792,0.849,high 4525,Mozambique,2020,rural,Social_Services,Junior,29.66,258005,0.2647,189717,0.1837,34848,13,0.5818,0.6606,106.51,0.0547,0.3653,0.1691,0.4148,low 4526,Uganda,2025,capital,Health,Senior,50.57,399615,0.1889,324121,0.3911,126773,27,0.5805,0.7628,311.99,0.0588,0.5784,0.3997,0.5803,moderate 4527,Kenya,2021,capital,Health,Mid_Level,51.68,1926214,0.0894,1753958,0.6652,1166728,51,0.6703,0.8818,431.2,0.0841,0.7984,0.6598,0.7995,high 4528,Tanzania,2023,urban,Administration,Junior,65.05,1088549,0.1484,927033,0.4396,407494,20,0.5102,0.7448,226.81,0.0612,0.7168,0.3662,0.5928,moderate 4529,Senegal,2018,rural,Agriculture,Mid_Level,15.34,366276,0.1724,303141,0.2973,90122,39,0.664,0.8057,260.16,0.0695,0.7148,0.3721,0.6083,moderate 4530,Senegal,2023,rural,Infrastructure,Junior,17.53,330489,0.1417,283668,0.3326,94343,34,0.6394,0.6969,297.61,0.0653,0.7209,0.4613,0.6055,moderate 4531,Kenya,2024,rural,Finance,Mid_Level,55.0,1779207,0.1473,1517183,0.4326,656264,55,0.7374,0.8812,555.66,0.0654,0.8893,0.7736,0.7573,high 4532,Ethiopia,2024,capital,Finance,Mid_Level,126.0,1728955,0.2314,1328845,0.2724,361994,12,0.4778,0.6103,116.34,0.0624,0.4265,0.167,0.4411,low 4533,Botswana,2020,urban,Finance,Junior,2.45,99580,0.0956,90064,0.6318,56902,74,0.8955,0.8017,566.56,0.0896,0.9463,0.6046,0.8444,high 4534,Botswana,2019,rural,Education,Senior,2.41,119706,0.135,103544,0.5466,56600,83,0.9393,0.8489,656.08,0.0701,0.8803,0.5858,0.8344,high 4535,Botswana,2024,rural,Finance,Senior,2.6,121947,0.1211,107178,0.5458,58494,79,0.8893,0.8577,669.32,0.0769,0.95,0.7567,0.853,high 4536,Kenya,2023,rural,Education,Junior,53.87,2025043,0.1447,1732040,0.4175,723169,37,0.723,0.7815,508.91,0.0793,0.95,0.5524,0.6782,high 4537,Botswana,2023,urban,Finance,Junior,2.56,110032,0.1016,98851,0.732,72358,83,0.9091,0.8358,368.49,0.0736,0.8679,0.5465,0.8819,high 4538,Senegal,2019,capital,Finance,Junior,15.76,322847,0.1,290555,0.4489,130427,24,0.6435,0.8078,225.64,0.0591,0.6087,0.3939,0.6186,moderate 4539,Tanzania,2018,urban,Finance,Junior,56.11,1121515,0.1342,971040,0.3582,347786,31,0.5578,0.6878,230.33,0.0671,0.738,0.4253,0.603,moderate 4540,Botswana,2025,urban,Education,Mid_Level,2.64,127176,0.0732,117866,0.6699,78956,50,0.6783,0.8607,565.3,0.0754,0.8069,0.6487,0.7988,high 4541,Ethiopia,2019,capital,Security,Mid_Level,111.37,1348673,0.1699,1119470,0.3513,393320,18,0.6308,0.5935,89.2,0.0593,0.3652,0.1869,0.4846,low 4542,DRC,2023,remote,Agriculture,Junior,101.74,526246,0.3749,328957,0.1,32895,9,0.4641,0.6211,87.29,0.0699,0.3927,0.2289,0.3591,low 4543,Uganda,2023,urban,Finance,Mid_Level,47.48,359431,0.1913,290655,0.3165,91983,26,0.5729,0.7018,286.12,0.0502,0.7381,0.4303,0.5684,moderate 4544,Senegal,2023,capital,Agriculture,Junior,17.53,365596,0.1098,325440,0.4566,148602,36,0.6537,0.8116,249.53,0.0552,0.7231,0.3965,0.6604,high 4545,Ghana,2020,urban,Finance,Junior,31.29,851995,0.1422,730882,0.4923,359779,26,0.532,0.7514,214.13,0.0559,0.656,0.426,0.6234,moderate 4546,Nigeria,2019,rural,Health,Mid_Level,203.29,4273063,0.1925,3450365,0.3435,1185145,35,0.7133,0.7263,314.99,0.0596,0.6132,0.4197,0.5875,moderate 4547,Botswana,2025,rural,Education,Junior,2.64,116895,0.1382,100736,0.5689,57304,58,0.637,0.8856,419.53,0.0708,0.95,0.5723,0.7877,high 4548,Kenya,2024,remote,Health,Mid_Level,55.0,2040569,0.1597,1714670,0.3504,600737,38,0.7488,0.8603,414.02,0.0843,0.95,0.5213,0.6688,high 4549,Kenya,2024,capital,Education,Mid_Level,55.0,2083546,0.0887,1898792,0.6466,1227739,52,0.7109,0.8381,433.33,0.0756,0.95,0.6196,0.8022,high 4550,Nigeria,2024,rural,Education,Junior,230.0,4079688,0.2096,3224517,0.2843,916588,25,0.6608,0.7483,224.91,0.0525,0.6377,0.3622,0.5434,moderate 4551,Rwanda,2018,rural,Agriculture,Senior,12.14,390608,0.0812,358878,0.4569,163972,58,0.6382,0.77,905.08,0.0823,0.95,0.686,0.768,high 4552,Botswana,2019,urban,Health,Junior,2.41,103404,0.0741,95743,0.7287,69771,71,0.827,0.9193,458.97,0.0819,0.8756,0.5565,0.8723,high 4553,Nigeria,2024,rural,Security,Junior,230.0,5052735,0.2108,3987650,0.2717,1083436,26,0.5957,0.7251,192.19,0.0558,0.5531,0.3539,0.5297,moderate 4554,Mozambique,2023,rural,Education,Director,32.13,277549,0.2839,198761,0.194,38562,18,0.5315,0.6505,294.65,0.0515,0.3592,0.195,0.4255,low 4555,Botswana,2020,capital,Education,Mid_Level,2.45,116977,0.0863,106883,0.7577,80984,49,0.6398,0.8888,436.54,0.0854,0.95,0.6541,0.8341,high 4556,Nigeria,2020,capital,Security,Junior,208.37,3896163,0.1189,3433068,0.5,1716466,38,0.6485,0.7293,252.46,0.0574,0.6127,0.4755,0.6585,high 4557,Tanzania,2025,rural,Health,Junior,69.01,1129987,0.191,914210,0.2824,258189,25,0.6761,0.8106,215.7,0.063,0.7214,0.4736,0.5765,moderate 4558,South Africa,2023,capital,Security,Mid_Level,61.51,3053433,0.1231,2677663,0.7312,1957864,74,0.6926,0.8983,525.94,0.0736,0.95,0.7273,0.8895,high 4559,Ethiopia,2022,remote,Social_Services,Mid_Level,119.93,1246851,0.3835,768699,0.1529,117522,15,0.4839,0.6921,141.97,0.0661,0.4228,0.1745,0.3934,low 4560,Senegal,2022,rural,Security,Mid_Level,17.07,359125,0.161,301298,0.2868,86411,23,0.5806,0.7573,223.64,0.0644,0.7337,0.3405,0.5599,moderate 4561,Tanzania,2021,remote,ICT,Mid_Level,61.31,1193218,0.2026,951525,0.2384,226817,34,0.6039,0.7102,192.67,0.0587,0.6162,0.3998,0.5521,moderate 4562,Nigeria,2022,remote,Administration,Junior,218.92,4718386,0.2686,3450885,0.2499,862304,33,0.6942,0.6995,294.38,0.0534,0.6866,0.4736,0.5488,moderate 4563,Senegal,2022,remote,Social_Services,Mid_Level,17.07,327549,0.153,277426,0.28,77690,36,0.6532,0.6754,193.63,0.0646,0.5983,0.377,0.5706,moderate 4564,DRC,2024,urban,Infrastructure,Junior,105.0,629214,0.2738,456917,0.1971,90039,12,0.5624,0.691,110.0,0.0695,0.3865,0.1626,0.4194,low 4565,Nigeria,2018,remote,Health,Senior,198.33,4545443,0.2978,3191583,0.2274,725687,25,0.539,0.7301,372.83,0.0594,0.6732,0.4467,0.5164,moderate 4566,Ghana,2019,urban,Justice,Senior,30.64,844032,0.1496,717733,0.5452,391329,48,0.7824,0.7733,421.29,0.0554,0.7277,0.4319,0.7008,high 4567,Rwanda,2025,capital,Education,Junior,14.34,485863,0.0756,449154,0.7068,317472,72,0.6723,0.9299,465.24,0.0719,0.95,0.5735,0.8796,high 4568,Tanzania,2019,urban,Finance,Senior,57.79,1195159,0.1253,1045460,0.3644,381004,26,0.5934,0.7984,284.29,0.0519,0.5923,0.3332,0.5871,moderate 4569,Botswana,2018,urban,Administration,Senior,2.38,97141,0.0756,89793,0.7095,63705,60,0.7412,0.8869,929.43,0.07,0.7926,0.5792,0.8287,high 4570,Nigeria,2022,capital,Education,Junior,218.92,3865887,0.1669,3220770,0.5178,1667583,31,0.6959,0.7178,301.7,0.0643,0.598,0.4279,0.6255,moderate 4571,Nigeria,2022,urban,Administration,Junior,218.92,4927491,0.1782,4049452,0.419,1696864,34,0.5625,0.7502,184.38,0.0527,0.6222,0.3347,0.6034,moderate 4572,Uganda,2025,remote,Health,Junior,50.57,457925,0.2524,342356,0.2217,75901,23,0.6017,0.6803,229.42,0.0681,0.6156,0.4649,0.5099,moderate 4573,Kenya,2022,rural,Justice,Mid_Level,52.76,2032126,0.1443,1738910,0.4736,823571,39,0.7168,0.8782,560.11,0.0937,0.7842,0.7164,0.7116,high 4574,DRC,2021,rural,Education,Junior,95.53,593222,0.3183,404383,0.1465,59258,8,0.4766,0.6641,113.23,0.0487,0.3725,0.1892,0.3828,low 4575,Tanzania,2019,capital,Health,Mid_Level,57.79,1123856,0.11,1000223,0.4139,413985,33,0.7204,0.76,234.89,0.0717,0.5639,0.3673,0.6156,moderate 4576,DRC,2022,urban,Administration,Mid_Level,98.59,660776,0.2349,505547,0.193,97556,14,0.5524,0.6881,106.71,0.0506,0.4056,0.1811,0.4364,low 4577,Senegal,2025,urban,Education,Senior,18.49,391729,0.0972,353651,0.4218,149167,36,0.5713,0.7795,475.78,0.0513,0.6068,0.3745,0.6362,moderate 4578,Uganda,2022,rural,ICT,Executive,46.01,348194,0.2224,270738,0.2405,65099,23,0.5509,0.7973,977.67,0.0483,0.7059,0.3876,0.5409,moderate 4579,Uganda,2025,rural,Infrastructure,Junior,50.57,407125,0.2635,299863,0.2877,86267,26,0.683,0.7814,246.95,0.0579,0.6454,0.3684,0.5396,moderate 4580,Kenya,2019,capital,Security,Junior,49.57,1678383,0.0731,1555654,0.6593,1025668,47,0.693,0.9071,508.45,0.0736,0.9364,0.7734,0.8211,high 4581,Nigeria,2022,urban,Justice,Mid_Level,218.92,4992074,0.1359,4313531,0.4918,2121401,33,0.6536,0.7891,197.65,0.0541,0.5757,0.3988,0.6373,moderate 4582,Senegal,2022,remote,Finance,Mid_Level,17.07,364633,0.2115,287506,0.2209,63505,25,0.568,0.8243,255.11,0.0636,0.5716,0.3824,0.5339,moderate 4583,DRC,2025,rural,Health,Senior,108.36,573389,0.3519,371590,0.1397,51911,14,0.6349,0.6187,217.56,0.0697,0.4203,0.2221,0.389,low 4584,Ghana,2023,capital,Education,Junior,33.3,759764,0.1102,676032,0.5068,342604,38,0.6482,0.6762,194.68,0.0621,0.7434,0.4122,0.6611,high 4585,Tanzania,2025,remote,Security,Mid_Level,69.01,1271870,0.2034,1013152,0.1965,199118,23,0.5619,0.7166,203.85,0.0661,0.6252,0.4131,0.5171,moderate 4586,Uganda,2021,urban,Finance,Mid_Level,44.58,327938,0.2255,253977,0.3683,93549,25,0.5722,0.8041,230.06,0.068,0.5967,0.4538,0.5739,moderate 4587,Nigeria,2025,capital,Health,Senior,235.75,4833292,0.1257,4225755,0.473,1998725,38,0.7384,0.7211,417.49,0.0603,0.6084,0.3429,0.6351,moderate 4588,Senegal,2019,capital,Security,Junior,15.76,355496,0.1111,315990,0.425,134309,31,0.5813,0.7671,196.51,0.0617,0.6668,0.4223,0.6299,moderate 4589,Rwanda,2018,remote,Finance,Mid_Level,12.14,388121,0.1474,330917,0.3457,114401,82,0.8764,0.8804,512.12,0.0805,0.9035,0.7183,0.7988,high 4590,Tanzania,2021,capital,Infrastructure,Mid_Level,61.31,1125165,0.129,980019,0.4213,412903,21,0.6227,0.6806,213.21,0.0704,0.6243,0.3734,0.5775,moderate 4591,Senegal,2018,urban,Education,Junior,15.34,312088,0.1329,270608,0.4659,126078,24,0.6731,0.7964,190.06,0.0536,0.59,0.4305,0.6148,moderate 4592,Tanzania,2022,rural,Infrastructure,Junior,63.15,1048985,0.1969,842434,0.2802,236032,25,0.5479,0.793,266.34,0.0533,0.6338,0.4329,0.5589,moderate 4593,Senegal,2023,urban,Security,Mid_Level,17.53,337638,0.1172,298074,0.3957,117950,38,0.716,0.6829,224.65,0.0668,0.6818,0.3817,0.6234,moderate 4594,Ghana,2020,urban,Health,Executive,31.29,823725,0.1285,717887,0.5733,411576,34,0.7067,0.8087,772.68,0.0718,0.6986,0.3751,0.6749,high 4595,Mozambique,2021,capital,Justice,Junior,30.47,290207,0.1804,237852,0.2813,66903,14,0.4745,0.6778,115.5,0.0652,0.3769,0.1898,0.4686,low 4596,Senegal,2025,urban,Education,Junior,18.49,369481,0.0999,332566,0.5189,172552,24,0.6337,0.6921,198.68,0.0656,0.6753,0.3766,0.6237,moderate 4597,Kenya,2019,urban,Administration,Mid_Level,49.57,1941952,0.0865,1774021,0.5661,1004216,57,0.809,0.8686,364.64,0.0783,0.95,0.725,0.8102,high 4598,South Africa,2025,rural,Health,Junior,62.5,3158865,0.135,2732324,0.4951,1352893,54,0.6508,0.8051,632.25,0.0886,0.8612,0.7234,0.7543,high 4599,DRC,2025,rural,Education,Junior,108.36,706346,0.2762,511218,0.1461,74665,8,0.4915,0.6259,110.23,0.0514,0.4033,0.237,0.3954,low 4600,Kenya,2018,rural,Education,Mid_Level,48.55,1528096,0.1455,1305683,0.3566,465546,43,0.7032,0.8796,487.31,0.0718,0.9433,0.7778,0.7143,high 4601,Botswana,2023,capital,Administration,Mid_Level,2.56,118716,0.0683,110610,0.7032,77779,66,0.7859,0.8248,544.42,0.0693,0.95,0.5645,0.8489,high 4602,Senegal,2025,rural,Justice,Junior,18.49,383690,0.1702,318381,0.3662,116582,34,0.614,0.7589,280.6,0.0669,0.6404,0.447,0.6066,moderate 4603,Tanzania,2023,rural,Social_Services,Junior,65.05,1265361,0.1926,1021709,0.3055,312100,22,0.6363,0.6923,204.21,0.0564,0.7009,0.3865,0.5458,moderate 4604,South Africa,2022,remote,Security,Senior,61.02,2878312,0.1644,2404974,0.3238,778798,74,0.8509,0.8297,934.78,0.085,0.95,0.5429,0.7486,high 4605,Rwanda,2024,urban,Health,Junior,14.0,428371,0.0782,394859,0.5432,214467,66,0.7398,0.7668,641.08,0.0905,0.8418,0.7396,0.8044,high 4606,South Africa,2022,capital,Justice,Junior,61.02,3160194,0.1172,2789731,0.7857,2191898,52,0.73,0.9082,609.68,0.0641,0.7993,0.5692,0.8202,high 4607,Ethiopia,2018,remote,Health,Director,108.65,1227887,0.3049,853451,0.1503,128262,17,0.5058,0.709,241.83,0.0696,0.3332,0.2189,0.4154,low 4608,Ghana,2021,rural,Security,Junior,31.94,690662,0.1616,579070,0.3727,215800,45,0.6262,0.7202,225.99,0.0654,0.577,0.4035,0.6214,moderate 4609,Botswana,2022,urban,Infrastructure,Junior,2.52,130129,0.0865,118878,0.7558,89844,69,0.8019,0.9031,644.51,0.0685,0.9322,0.5674,0.8753,high 4610,Senegal,2018,remote,ICT,Mid_Level,15.34,327949,0.2084,259614,0.2861,74272,41,0.7363,0.7521,207.31,0.0512,0.5664,0.3746,0.5788,moderate 4611,DRC,2018,rural,Social_Services,Senior,86.92,456569,0.2957,321567,0.1779,57214,15,0.6393,0.705,141.7,0.067,0.3564,0.1806,0.4175,low 4612,Mozambique,2021,remote,Finance,Junior,30.47,342081,0.3072,236986,0.1519,35997,20,0.5088,0.6429,93.49,0.0654,0.4184,0.1841,0.4179,low 4613,Rwanda,2023,urban,Agriculture,Mid_Level,13.67,451893,0.0754,417823,0.637,266157,64,0.7485,0.7798,494.71,0.0759,0.95,0.5882,0.8212,high 4614,Rwanda,2025,capital,Agriculture,Junior,14.34,481723,0.0667,449577,0.6087,273651,60,0.7949,0.9168,580.03,0.0806,0.95,0.6531,0.8333,high 4615,Rwanda,2019,capital,Security,Senior,12.43,395262,0.0571,372706,0.6477,241417,55,0.8108,0.7825,935.32,0.0755,0.9331,0.7033,0.8162,high 4616,Rwanda,2024,rural,Infrastructure,Junior,14.0,382307,0.1081,340984,0.4237,144464,85,0.9106,0.8076,357.43,0.08,0.862,0.5468,0.8034,high 4617,Ethiopia,2021,urban,Education,Junior,117.0,1212659,0.2613,895773,0.3047,272916,12,0.5587,0.6705,122.18,0.0625,0.4332,0.2312,0.4579,low 4618,Rwanda,2018,urban,Finance,Junior,12.14,408787,0.0905,371803,0.6384,237361,64,0.6576,0.813,531.83,0.0732,0.95,0.7752,0.8415,high 4619,Uganda,2019,remote,Infrastructure,Junior,41.86,304461,0.2611,224972,0.2093,47090,24,0.6437,0.7075,287.18,0.0631,0.63,0.3477,0.501,moderate 4620,Ethiopia,2023,remote,Social_Services,Executive,122.93,1320689,0.3893,806604,0.1493,120402,13,0.5247,0.6711,561.88,0.0613,0.4133,0.1882,0.3833,low 4621,Ethiopia,2021,capital,Health,Mid_Level,117.0,1604645,0.2292,1236938,0.3492,431911,13,0.5934,0.7067,88.37,0.0587,0.375,0.2274,0.4788,low 4622,Mozambique,2022,remote,Health,Junior,31.29,317872,0.2983,223051,0.1601,35716,20,0.5986,0.6028,140.96,0.0713,0.4253,0.2052,0.4189,low 4623,Kenya,2023,urban,Health,Senior,53.87,1734842,0.0875,1583128,0.6433,1018413,60,0.7512,0.8082,895.57,0.0811,0.9226,0.5694,0.8094,high 4624,Ethiopia,2021,urban,Education,Mid_Level,117.0,1547612,0.2043,1231446,0.2642,325349,18,0.6188,0.6585,132.96,0.05,0.4179,0.2313,0.4737,low 4625,Botswana,2021,rural,Agriculture,Junior,2.49,95539,0.1,85981,0.5687,48896,86,0.7279,0.8278,634.02,0.0817,0.95,0.5731,0.8586,high 4626,Mozambique,2018,urban,Security,Director,28.12,304889,0.1943,245651,0.2476,60817,22,0.5911,0.6444,261.41,0.0646,0.3493,0.191,0.469,low 4627,Rwanda,2024,rural,Health,Junior,14.0,406680,0.0901,370054,0.3975,147105,75,0.7604,0.8682,542.3,0.0946,0.9347,0.7335,0.8114,high 4628,Ethiopia,2025,urban,Health,Junior,129.15,1635526,0.2048,1300601,0.2543,330783,11,0.517,0.6038,150.09,0.0482,0.3587,0.2343,0.4398,low 4629,Ethiopia,2024,remote,Administration,Junior,126.0,1327450,0.4163,774875,0.1501,116309,11,0.5886,0.5883,99.68,0.0637,0.3596,0.1653,0.3517,low 4630,Nigeria,2023,urban,Administration,Junior,224.39,4285014,0.1826,3502652,0.3749,1313141,36,0.709,0.6948,258.83,0.0509,0.7333,0.4778,0.6134,moderate 4631,Ethiopia,2020,remote,Education,Mid_Level,114.15,1263471,0.2971,888083,0.149,132331,14,0.5048,0.6522,151.0,0.0675,0.3798,0.1936,0.4031,low 4632,South Africa,2024,urban,Finance,Junior,62.0,3718193,0.1191,3275269,0.6099,1997682,74,0.839,0.9154,440.05,0.0953,0.95,0.6854,0.8586,high 4633,Senegal,2025,urban,Infrastructure,Mid_Level,18.49,440945,0.1226,386907,0.5149,199223,32,0.6409,0.7373,293.41,0.0652,0.7387,0.4749,0.66,high 4634,Uganda,2022,capital,Agriculture,Mid_Level,46.01,320290,0.1465,273352,0.433,118355,21,0.6582,0.7234,322.09,0.0642,0.6985,0.4159,0.5941,moderate 4635,Tanzania,2022,rural,Education,Mid_Level,63.15,1290261,0.214,1014191,0.3289,333553,31,0.6773,0.8139,289.73,0.0502,0.6648,0.3261,0.5774,moderate 4636,Ethiopia,2019,rural,Administration,Junior,111.37,1439157,0.289,1023311,0.2281,233460,16,0.5788,0.6404,109.08,0.0601,0.4102,0.1903,0.4309,low 4637,South Africa,2021,urban,Health,Junior,60.54,2904590,0.1376,2504985,0.7206,1805180,48,0.7331,0.8358,514.46,0.0771,0.9014,0.6994,0.8012,high 4638,Tanzania,2020,capital,Infrastructure,Junior,59.53,1218459,0.1154,1077826,0.374,403132,26,0.5717,0.7779,280.87,0.0648,0.6289,0.4573,0.605,moderate 4639,Uganda,2018,urban,Administration,Junior,40.56,371445,0.205,295308,0.3478,102695,24,0.6759,0.8024,204.28,0.0676,0.5968,0.336,0.5593,moderate 4640,Kenya,2021,urban,Education,Senior,51.68,1714238,0.0801,1576845,0.5718,901599,56,0.6754,0.9171,552.65,0.0831,0.95,0.7307,0.8185,high 4641,Kenya,2023,capital,Health,Mid_Level,53.87,2137136,0.0698,1987897,0.69,1371679,62,0.8498,0.7907,381.43,0.0761,0.915,0.7431,0.8445,high 4642,Rwanda,2025,urban,Social_Services,Senior,14.34,418763,0.0743,387639,0.6694,259477,91,0.95,0.8691,744.06,0.0905,0.7955,0.7468,0.9109,high 4643,Ghana,2019,urban,Security,Junior,30.64,740959,0.1156,655333,0.4357,285516,30,0.5567,0.7877,235.68,0.0491,0.5959,0.4357,0.6264,moderate 4644,Ghana,2019,urban,Security,Director,30.64,665070,0.112,590602,0.4588,270953,46,0.6945,0.7876,609.71,0.0594,0.7424,0.3464,0.6787,high 4645,Tanzania,2021,remote,Education,Junior,61.31,1036227,0.262,764699,0.2509,191839,28,0.7019,0.7017,269.37,0.0622,0.5781,0.4185,0.5221,moderate 4646,Botswana,2022,rural,Social_Services,Junior,2.52,100280,0.1376,86485,0.5352,46290,61,0.7522,0.9048,398.8,0.064,0.9227,0.5442,0.7843,high 4647,Nigeria,2025,capital,Security,Mid_Level,235.75,4242969,0.1134,3761712,0.4301,1618003,30,0.5505,0.816,292.41,0.0534,0.5745,0.3308,0.6171,moderate 4648,Ghana,2024,remote,Infrastructure,Mid_Level,34.0,830161,0.2351,635010,0.3036,192790,33,0.7079,0.7113,208.06,0.0684,0.654,0.3284,0.5546,moderate 4649,South Africa,2018,capital,Health,Executive,59.11,3336869,0.1038,2990536,0.7666,2292645,52,0.608,0.8271,1829.61,0.0685,0.9456,0.6205,0.8264,high 4650,Ethiopia,2020,rural,Security,Executive,114.15,1528043,0.237,1165866,0.1863,217166,15,0.5538,0.6985,570.6,0.0607,0.4425,0.1888,0.4427,low 4651,DRC,2023,rural,Infrastructure,Junior,101.74,547271,0.2905,388282,0.1508,58535,13,0.5205,0.6969,126.91,0.0589,0.3691,0.1691,0.4059,low 4652,Rwanda,2022,urban,ICT,Mid_Level,13.35,356710,0.0773,329138,0.668,219852,94,0.95,0.9039,433.15,0.0842,0.95,0.7369,0.9369,high 4653,Nigeria,2025,urban,Education,Mid_Level,235.75,5312026,0.1591,4466624,0.3828,1709704,28,0.6599,0.821,238.38,0.0671,0.6057,0.3782,0.5975,moderate 4654,Botswana,2020,rural,Administration,Senior,2.45,113322,0.1192,99809,0.5517,55062,85,0.9104,0.8766,883.64,0.0796,0.8894,0.7705,0.8681,high 4655,DRC,2022,rural,Health,Mid_Level,98.59,570012,0.3063,395392,0.1778,70284,15,0.6402,0.6305,130.81,0.0554,0.3835,0.1813,0.4064,low 4656,Nigeria,2022,urban,Education,Junior,218.92,3751657,0.1826,3066620,0.3932,1205900,32,0.5466,0.7322,181.6,0.0719,0.7219,0.4563,0.6103,moderate 4657,Tanzania,2019,rural,Social_Services,Junior,57.79,895186,0.1789,735030,0.3254,239212,20,0.5082,0.7647,209.02,0.0573,0.6304,0.432,0.5576,moderate 4658,Ethiopia,2018,rural,Infrastructure,Mid_Level,108.65,1384801,0.3106,954657,0.219,209092,13,0.6104,0.665,117.14,0.06,0.3602,0.2231,0.4177,low 4659,Mozambique,2020,rural,Administration,Mid_Level,29.66,255541,0.3191,173988,0.1908,33200,14,0.5555,0.633,114.2,0.0596,0.4283,0.1793,0.4086,low 4660,Ethiopia,2023,rural,ICT,Junior,122.93,1342552,0.3451,879180,0.2361,207615,17,0.5488,0.7113,126.01,0.0532,0.4281,0.1985,0.4346,low 4661,Ghana,2018,rural,Social_Services,Senior,30.01,674405,0.157,568523,0.3958,225045,43,0.7498,0.7572,332.41,0.0579,0.6098,0.4228,0.634,moderate 4662,Nigeria,2021,rural,Security,Junior,213.58,4777271,0.1719,3955902,0.2881,1139724,23,0.5762,0.8167,299.04,0.0598,0.6309,0.3263,0.5548,moderate 4663,Botswana,2021,capital,Health,Senior,2.49,119354,0.0922,108351,0.7416,80358,67,0.782,0.915,617.65,0.0662,0.95,0.6524,0.8774,high 4664,DRC,2022,remote,Administration,Junior,98.59,624996,0.4187,363323,0.119,43221,14,0.5192,0.5969,133.12,0.0553,0.3663,0.17,0.3532,low 4665,Nigeria,2025,rural,Security,Mid_Level,235.75,4049142,0.2496,3038602,0.2836,861621,33,0.6409,0.7172,243.48,0.0618,0.6894,0.4392,0.5614,moderate 4666,Ghana,2018,remote,Security,Senior,30.01,715956,0.2263,553934,0.2822,156317,33,0.5691,0.7624,435.75,0.0563,0.7217,0.459,0.5789,moderate 4667,Botswana,2024,capital,Infrastructure,Executive,2.6,108562,0.0639,101630,0.7529,76521,58,0.7848,0.9251,1917.41,0.0895,0.95,0.6945,0.8705,high 4668,DRC,2018,rural,Justice,Junior,86.92,585347,0.331,391599,0.1687,66064,13,0.6016,0.5879,130.31,0.0556,0.3754,0.1708,0.3847,low 4669,Ghana,2022,rural,Education,Junior,32.62,925799,0.1507,786305,0.3453,271483,46,0.6673,0.7247,185.42,0.0669,0.696,0.3636,0.6283,moderate 4670,Tanzania,2022,capital,Education,Senior,63.15,1289447,0.1366,1113354,0.4657,518480,29,0.5372,0.7583,414.14,0.0663,0.6912,0.3727,0.6249,moderate 4671,Nigeria,2022,rural,Infrastructure,Junior,218.92,3839931,0.214,3018302,0.3315,1000605,27,0.6541,0.824,206.14,0.0629,0.618,0.3588,0.5682,moderate 4672,DRC,2022,urban,Agriculture,Mid_Level,98.59,575995,0.203,459084,0.2411,110664,15,0.5222,0.697,149.7,0.0533,0.3882,0.1664,0.457,low 4673,Uganda,2021,urban,Health,Mid_Level,44.58,316917,0.1779,260537,0.3965,103292,24,0.6507,0.71,259.31,0.055,0.6408,0.4174,0.577,moderate 4674,Ghana,2021,urban,Agriculture,Junior,31.94,684013,0.1053,611975,0.558,341469,48,0.6186,0.7279,224.95,0.0623,0.6125,0.473,0.7009,high 4675,Mozambique,2019,rural,Education,Junior,28.88,262919,0.2245,203893,0.2097,42764,18,0.6014,0.6376,95.34,0.0713,0.3712,0.2192,0.446,low 4676,Tanzania,2025,rural,Finance,Junior,69.01,1074526,0.1532,909901,0.3061,278511,33,0.681,0.7212,192.04,0.0529,0.7197,0.36,0.5869,moderate 4677,Rwanda,2022,remote,ICT,Junior,13.35,455632,0.1164,402616,0.3603,145054,63,0.648,0.9016,486.81,0.0956,0.8701,0.6153,0.7523,high 4678,Mozambique,2022,rural,Health,Mid_Level,31.29,288738,0.2392,219680,0.1641,36040,12,0.5157,0.6691,114.79,0.0508,0.389,0.2258,0.4231,low 4679,Botswana,2024,urban,Infrastructure,Junior,2.6,116612,0.0978,105208,0.6725,70753,81,0.8521,0.8342,626.79,0.0924,0.8823,0.7127,0.8808,high 4680,DRC,2025,rural,Administration,Junior,108.36,735614,0.3604,470481,0.14,65867,9,0.5731,0.6174,86.45,0.0528,0.3438,0.1736,0.3617,low 4681,Kenya,2022,urban,Finance,Mid_Level,52.76,1578444,0.1092,1406069,0.6561,922464,66,0.7102,0.9143,572.44,0.0795,0.95,0.579,0.8418,high 4682,Mozambique,2022,urban,Education,Senior,31.29,325652,0.2188,254385,0.2464,62676,22,0.5802,0.6276,146.11,0.0543,0.4238,0.1867,0.4671,low 4683,Uganda,2020,urban,Education,Mid_Level,43.2,395151,0.2229,307081,0.404,124074,23,0.6781,0.7299,204.84,0.0697,0.7122,0.3822,0.5717,moderate 4684,DRC,2019,urban,Finance,Senior,89.7,520343,0.2501,390209,0.1942,75769,13,0.573,0.6042,156.53,0.0555,0.4034,0.1617,0.4157,low 4685,Senegal,2022,urban,Administration,Senior,17.07,382146,0.1042,342316,0.4252,145550,24,0.5748,0.6972,403.94,0.0687,0.5676,0.4631,0.5979,moderate 4686,Ethiopia,2021,capital,Health,Junior,117.0,1442811,0.178,1186039,0.309,366544,17,0.5543,0.6106,144.34,0.053,0.4163,0.215,0.48,low 4687,Ethiopia,2024,urban,Administration,Junior,126.0,1528581,0.2387,1163665,0.3173,369222,16,0.5913,0.7101,113.61,0.0608,0.4104,0.1815,0.4753,low 4688,Tanzania,2021,rural,Education,Director,61.31,1126426,0.1992,902075,0.2617,236043,34,0.7303,0.7755,516.2,0.061,0.5718,0.3289,0.557,moderate 4689,Tanzania,2020,capital,ICT,Mid_Level,59.53,1140238,0.1361,985066,0.4184,412167,34,0.6514,0.7064,276.04,0.0613,0.6713,0.3627,0.6149,moderate 4690,Tanzania,2022,capital,Social_Services,Mid_Level,63.15,1192368,0.127,1040965,0.5007,521176,20,0.5744,0.7757,265.33,0.0653,0.7436,0.3975,0.6239,moderate 4691,Ghana,2024,urban,Justice,Mid_Level,34.0,837719,0.1494,712560,0.5284,376486,41,0.6679,0.6852,228.78,0.0492,0.6968,0.4475,0.6645,high 4692,Senegal,2018,urban,Administration,Junior,15.34,323059,0.0961,292009,0.4574,133561,33,0.6115,0.8006,236.46,0.0506,0.7079,0.3541,0.6491,moderate 4693,Uganda,2023,urban,Education,Junior,47.48,417081,0.1677,347117,0.4099,142269,22,0.6281,0.7599,324.74,0.0537,0.6288,0.4612,0.5885,moderate 4694,Uganda,2019,rural,Administration,Executive,41.86,365022,0.2087,288856,0.2653,76630,25,0.565,0.7766,1246.35,0.0635,0.6488,0.4414,0.5522,moderate 4695,Botswana,2020,rural,Infrastructure,Mid_Level,2.45,109920,0.1136,97433,0.4321,42098,72,0.9008,0.8252,537.41,0.0872,0.9383,0.7541,0.8026,high 4696,Kenya,2025,rural,Finance,Junior,56.15,1906784,0.1272,1664319,0.3589,597316,63,0.839,0.8725,524.05,0.0764,0.95,0.6334,0.7546,high 4697,Botswana,2019,remote,Social_Services,Junior,2.41,110507,0.152,93708,0.4168,39053,69,0.7569,0.8656,641.7,0.0657,0.95,0.5414,0.7677,high 4698,Rwanda,2020,rural,Security,Senior,12.73,386639,0.113,342958,0.4372,149947,61,0.7318,0.7943,770.65,0.0805,0.8448,0.6464,0.7518,high 4699,Nigeria,2022,urban,Education,Director,218.92,4775726,0.1394,4109912,0.426,1750822,27,0.6986,0.7832,680.87,0.0515,0.5896,0.469,0.6125,moderate 4700,Ghana,2021,capital,Infrastructure,Mid_Level,31.94,748483,0.1087,667151,0.5093,339797,36,0.7375,0.7439,295.97,0.0511,0.7065,0.401,0.6625,high 4701,Botswana,2020,urban,Education,Senior,2.45,119797,0.0787,110372,0.6724,74214,52,0.603,0.8154,777.27,0.0883,0.95,0.6299,0.8087,high 4702,Tanzania,2018,rural,Education,Mid_Level,56.11,995423,0.1684,827790,0.2736,226500,24,0.5378,0.7809,234.18,0.0652,0.6661,0.3563,0.5557,moderate 4703,Ethiopia,2020,remote,Finance,Junior,114.15,1428642,0.3443,936745,0.1544,144626,12,0.4679,0.661,115.26,0.0577,0.4395,0.1809,0.3937,low 4704,Ghana,2022,rural,Finance,Senior,32.62,829938,0.158,698818,0.4085,285432,34,0.6281,0.7722,396.06,0.0603,0.6871,0.431,0.6252,moderate 4705,Botswana,2022,urban,Health,Mid_Level,2.52,130299,0.0808,119768,0.6247,74816,85,0.8175,0.8827,491.32,0.082,0.8647,0.7204,0.8894,high 4706,Senegal,2022,urban,Agriculture,Director,17.07,411305,0.0934,372873,0.4383,163416,26,0.6786,0.7119,724.99,0.0628,0.7021,0.4271,0.6209,moderate 4707,Tanzania,2020,urban,Health,Junior,59.53,950734,0.1594,799140,0.3747,299401,21,0.5386,0.7145,193.8,0.0647,0.6825,0.4143,0.5731,moderate 4708,Ethiopia,2024,capital,Agriculture,Mid_Level,126.0,1610409,0.1823,1316790,0.3051,401708,13,0.5338,0.6682,102.6,0.0688,0.4478,0.1941,0.4776,low 4709,Uganda,2025,urban,Health,Director,50.57,384687,0.1558,324764,0.3236,105109,25,0.5519,0.785,749.35,0.0698,0.7292,0.3489,0.58,moderate 4710,DRC,2022,remote,Education,Executive,98.59,633483,0.4929,321261,0.1104,35454,9,0.6083,0.6216,596.43,0.0521,0.3734,0.2103,0.3285,critical 4711,Senegal,2025,urban,Agriculture,Junior,18.49,369510,0.1243,323573,0.4898,158499,40,0.5908,0.6838,268.78,0.0597,0.6745,0.3582,0.6472,moderate 4712,Tanzania,2024,urban,Security,Junior,67.0,1043057,0.1307,906703,0.3915,354975,25,0.5531,0.7451,250.86,0.0549,0.6172,0.4095,0.5921,moderate 4713,Botswana,2018,capital,Finance,Junior,2.38,114911,0.0811,105589,0.6424,67828,60,0.6485,0.9191,443.22,0.0762,0.95,0.5763,0.8308,high 4714,Uganda,2019,rural,Infrastructure,Junior,41.86,300493,0.2814,215939,0.2369,51157,22,0.5333,0.7313,187.58,0.0482,0.6649,0.4111,0.5112,moderate 4715,Tanzania,2019,capital,Justice,Junior,57.79,1072770,0.1124,952241,0.4481,426687,25,0.5594,0.7581,185.38,0.051,0.639,0.3693,0.611,moderate 4716,Senegal,2024,capital,Health,Junior,18.0,433612,0.1153,383606,0.5593,214541,40,0.734,0.8212,234.74,0.0638,0.5607,0.4586,0.6861,high 4717,Mozambique,2019,rural,Education,Mid_Level,28.88,314246,0.2698,229477,0.2125,48764,15,0.5701,0.6965,123.71,0.0608,0.3767,0.2222,0.4376,low 4718,DRC,2020,urban,Health,Junior,92.57,519752,0.3014,363122,0.2216,80485,15,0.5928,0.6952,92.06,0.0646,0.3454,0.1717,0.4236,low 4719,Nigeria,2018,rural,Security,Junior,198.33,4437097,0.2456,3347495,0.3405,1139940,32,0.6464,0.734,243.45,0.0514,0.7389,0.4143,0.5792,moderate 4720,Tanzania,2021,capital,Finance,Junior,61.31,1202348,0.1341,1041061,0.4691,488359,29,0.6888,0.7023,253.7,0.0628,0.7439,0.378,0.6238,moderate 4721,Tanzania,2020,capital,ICT,Junior,59.53,946540,0.1428,811419,0.4933,400305,27,0.5663,0.7491,191.68,0.0512,0.646,0.455,0.6276,moderate 4722,Senegal,2019,rural,Education,Junior,15.76,320820,0.1251,280671,0.3016,84660,29,0.5557,0.7356,175.47,0.0487,0.7017,0.4443,0.5916,moderate 4723,South Africa,2021,remote,Education,Mid_Level,60.54,3153519,0.1869,2564177,0.3287,842874,50,0.7342,0.77,621.4,0.0721,0.9049,0.6216,0.6786,high 4724,Uganda,2025,capital,Education,Mid_Level,50.57,378154,0.171,313489,0.3346,104908,27,0.6697,0.6936,284.36,0.0495,0.7324,0.3392,0.5696,moderate 4725,Rwanda,2020,rural,Education,Director,12.73,401141,0.0998,361114,0.3873,139870,82,0.85,0.8368,1177.64,0.0829,0.8858,0.6976,0.8107,high 4726,South Africa,2021,remote,Infrastructure,Junior,60.54,3658911,0.2383,2787171,0.4029,1122980,53,0.6785,0.7661,616.33,0.0867,0.8504,0.5685,0.6805,high 4727,Uganda,2025,urban,Agriculture,Junior,50.57,365224,0.1805,299297,0.3308,98994,18,0.5561,0.7064,316.63,0.062,0.561,0.3552,0.5301,moderate 4728,Ghana,2021,urban,Security,Senior,31.94,815476,0.1188,718627,0.4536,325965,27,0.5278,0.7366,262.81,0.0561,0.554,0.4578,0.6129,moderate 4729,South Africa,2019,rural,Administration,Senior,59.58,3463392,0.1681,2881146,0.429,1235997,57,0.7082,0.8653,699.91,0.067,0.7853,0.6258,0.7286,high 4730,Senegal,2024,rural,Education,Director,18.0,414570,0.1717,343389,0.3652,125392,35,0.7244,0.7425,732.06,0.0529,0.7362,0.4368,0.6145,moderate 4731,DRC,2020,rural,Health,Mid_Level,92.57,598962,0.3178,408588,0.1672,68318,13,0.6239,0.7098,98.99,0.0558,0.3578,0.1911,0.4062,low 4732,Botswana,2018,urban,Administration,Mid_Level,2.38,109091,0.0794,100432,0.6343,63700,50,0.6124,0.8949,632.57,0.0911,0.95,0.5416,0.7971,high 4733,Rwanda,2020,capital,Health,Junior,12.73,398167,0.0668,371587,0.7356,273344,58,0.7722,0.8649,572.18,0.079,0.7831,0.6219,0.8325,high 4734,Ghana,2019,urban,Education,Mid_Level,30.64,863290,0.1082,769863,0.4837,372417,32,0.5555,0.7349,294.39,0.0546,0.6032,0.4685,0.6413,moderate 4735,Ethiopia,2023,urban,Health,Executive,122.93,1685777,0.2354,1288945,0.2538,327164,17,0.56,0.5911,373.87,0.049,0.345,0.2044,0.4407,low 4736,DRC,2023,remote,ICT,Senior,101.74,527856,0.412,310384,0.1012,31402,12,0.4915,0.6704,153.33,0.0637,0.417,0.1831,0.3629,low 4737,Tanzania,2025,capital,Health,Mid_Level,69.01,1209043,0.1395,1040410,0.4389,456628,23,0.5963,0.8045,210.52,0.0509,0.7227,0.4579,0.6211,moderate 4738,DRC,2024,urban,Social_Services,Junior,105.0,652825,0.2138,513237,0.2093,107429,14,0.4759,0.605,130.02,0.0671,0.3826,0.221,0.435,low 4739,Ghana,2025,rural,Finance,Mid_Level,34.71,817477,0.1408,702354,0.3252,228439,36,0.6021,0.6817,231.69,0.0685,0.5683,0.4643,0.5916,moderate 4740,Senegal,2019,urban,Administration,Junior,15.76,355448,0.1248,311077,0.4681,145603,23,0.6002,0.6972,235.73,0.0534,0.7,0.4492,0.6128,moderate 4741,Mozambique,2019,rural,Social_Services,Junior,28.88,324986,0.2385,247483,0.1662,41136,14,0.6249,0.6656,92.4,0.0573,0.3673,0.2302,0.4265,low 4742,Uganda,2020,capital,Health,Mid_Level,43.2,309413,0.2011,247187,0.4376,108166,22,0.6232,0.7048,178.04,0.0486,0.663,0.3472,0.5709,moderate 4743,Ethiopia,2023,rural,ICT,Senior,122.93,1503273,0.2759,1088587,0.2366,257516,12,0.4986,0.667,232.58,0.05,0.4473,0.1914,0.4341,low 4744,Rwanda,2023,rural,Infrastructure,Director,13.67,388391,0.1103,345555,0.4425,152903,87,0.9409,0.8315,882.92,0.0892,0.8099,0.593,0.8156,high 4745,Kenya,2022,capital,Social_Services,Junior,52.76,1752305,0.0915,1591972,0.5521,878915,57,0.6248,0.8822,469.13,0.0884,0.7875,0.7565,0.7944,high 4746,Senegal,2020,urban,Health,Junior,16.18,308388,0.0956,278907,0.4651,129711,37,0.5706,0.6944,188.62,0.0597,0.5957,0.3434,0.6329,moderate 4747,Kenya,2021,urban,Health,Senior,51.68,1860768,0.1043,1666632,0.5428,904584,49,0.7964,0.8678,593.24,0.0869,0.95,0.7708,0.7844,high 4748,DRC,2022,rural,Education,Mid_Level,98.59,509698,0.3795,316284,0.1651,52223,13,0.5819,0.6133,87.18,0.0607,0.3947,0.2283,0.3832,low 4749,Ghana,2023,urban,Infrastructure,Mid_Level,33.3,882549,0.1388,760072,0.5181,393765,45,0.6431,0.798,180.3,0.068,0.6128,0.4311,0.6814,high 4750,Uganda,2023,urban,Education,Senior,47.48,357883,0.1756,295021,0.373,110053,25,0.5109,0.7503,447.74,0.0577,0.621,0.4192,0.5784,moderate 4751,South Africa,2019,remote,Education,Mid_Level,59.58,3324885,0.2165,2605060,0.3867,1007460,60,0.8295,0.8689,638.96,0.0669,0.95,0.6832,0.7362,high 4752,Kenya,2025,urban,Security,Mid_Level,56.15,2119106,0.1005,1906158,0.6394,1218847,50,0.7173,0.9095,517.18,0.0777,0.9011,0.7208,0.8084,high 4753,Senegal,2025,capital,Education,Junior,18.49,368696,0.0831,338040,0.5438,183817,29,0.6021,0.8048,312.38,0.0611,0.5715,0.393,0.6548,high 4754,Rwanda,2025,remote,Education,Executive,14.34,407415,0.1418,349628,0.3705,129528,58,0.6864,0.8604,1842.56,0.0953,0.8836,0.7379,0.7434,high 4755,South Africa,2019,remote,Security,Junior,59.58,2847292,0.1678,2369633,0.3606,854584,72,0.8554,0.8633,535.14,0.0942,0.897,0.7151,0.7689,high 4756,Rwanda,2018,capital,Health,Director,12.14,392669,0.0783,361937,0.6237,225752,60,0.6423,0.8394,1603.9,0.0653,0.95,0.5918,0.8165,high 4757,Senegal,2018,capital,Health,Mid_Level,15.34,383642,0.1205,337414,0.4349,146753,33,0.6196,0.7169,255.76,0.0539,0.5993,0.4728,0.6259,moderate 4758,Senegal,2023,rural,Infrastructure,Junior,17.53,372044,0.1292,323966,0.38,123112,36,0.6455,0.7695,324.58,0.054,0.7239,0.3361,0.6241,moderate 4759,Kenya,2018,remote,Health,Mid_Level,48.55,1688508,0.1519,1432051,0.3578,512454,46,0.6006,0.8065,639.09,0.0939,0.8532,0.662,0.689,high 4760,Ghana,2022,remote,Security,Senior,32.62,728514,0.2095,575921,0.2946,169680,27,0.5956,0.8168,438.06,0.0513,0.6479,0.3936,0.5655,moderate 4761,Nigeria,2018,urban,Education,Executive,198.33,3972071,0.1357,3433078,0.4248,1458386,22,0.6483,0.7709,1012.5,0.0655,0.6128,0.3851,0.5927,moderate 4762,Senegal,2018,capital,Health,Junior,15.34,353126,0.0897,321435,0.4253,136715,26,0.5691,0.6962,206.95,0.0714,0.5572,0.4104,0.6001,moderate 4763,Botswana,2024,remote,Education,Junior,2.6,114311,0.1545,96647,0.3677,35535,60,0.8315,0.8349,405.81,0.0959,0.9281,0.7412,0.7454,high 4764,Senegal,2020,capital,Education,Senior,16.18,405805,0.1186,357677,0.5302,189649,37,0.6023,0.7313,277.41,0.0615,0.7394,0.4263,0.6717,high 4765,Tanzania,2021,urban,Infrastructure,Junior,61.31,1244329,0.1502,1057402,0.3717,392983,25,0.5123,0.6783,241.79,0.0585,0.5548,0.3787,0.5629,moderate 4766,Kenya,2020,capital,Education,Mid_Level,50.61,1890719,0.0804,1738780,0.7142,1241764,55,0.7618,0.8419,631.87,0.0812,0.95,0.6554,0.8328,high 4767,Uganda,2024,rural,Social_Services,Junior,49.0,400508,0.2543,298657,0.2514,75080,19,0.6309,0.7184,260.1,0.0599,0.652,0.4694,0.5167,moderate 4768,Ghana,2025,rural,Education,Junior,34.71,766091,0.1654,639347,0.3301,211053,36,0.6149,0.6797,293.36,0.0708,0.6317,0.3702,0.5833,moderate 4769,Mozambique,2018,capital,Security,Mid_Level,28.12,305268,0.1824,249589,0.255,63637,21,0.6519,0.6865,152.51,0.069,0.3863,0.2273,0.485,low 4770,South Africa,2023,urban,Finance,Mid_Level,61.51,2840421,0.1282,2476300,0.628,1555141,55,0.7136,0.9239,643.49,0.0952,0.9499,0.7301,0.819,high 4771,Botswana,2019,urban,Education,Junior,2.41,115250,0.0709,107081,0.7617,81558,87,0.8023,0.7875,587.06,0.0896,0.95,0.7035,0.9237,high 4772,Nigeria,2024,remote,Health,Executive,230.0,4965353,0.2672,3638496,0.2269,825664,38,0.5724,0.7902,781.41,0.0614,0.6433,0.3372,0.5515,moderate 4773,South Africa,2019,urban,Education,Junior,59.58,3144839,0.1242,2754106,0.6851,1886795,53,0.7439,0.8684,561.05,0.0946,0.95,0.7377,0.8217,high 4774,Tanzania,2023,urban,Health,Mid_Level,65.05,1202187,0.1423,1031096,0.4253,438576,29,0.5662,0.812,307.11,0.051,0.6687,0.4656,0.6285,moderate 4775,Tanzania,2023,urban,Administration,Senior,65.05,1226144,0.1349,1060797,0.4336,459927,33,0.5684,0.7795,419.56,0.0515,0.7178,0.4585,0.6417,moderate 4776,Mozambique,2019,rural,Education,Junior,28.88,256461,0.2889,182362,0.2101,38312,18,0.5305,0.6096,96.05,0.0529,0.3962,0.2396,0.4303,low 4777,Nigeria,2025,capital,Education,Mid_Level,235.75,4983313,0.1238,4366514,0.5321,2323319,31,0.6294,0.7984,231.29,0.0651,0.7316,0.4719,0.6697,high 4778,Ethiopia,2018,capital,Security,Junior,108.65,1367642,0.2213,1065030,0.2736,291409,10,0.5414,0.7134,122.52,0.0714,0.4136,0.1842,0.4549,low 4779,Tanzania,2019,rural,Education,Junior,57.79,1007368,0.1872,818770,0.3282,268713,34,0.68,0.7113,244.12,0.0504,0.6637,0.4225,0.5856,moderate 4780,DRC,2021,urban,ICT,Junior,95.53,612995,0.2709,446933,0.2184,97613,9,0.5929,0.6643,132.82,0.065,0.3456,0.1973,0.4133,low 4781,Rwanda,2024,urban,Security,Junior,14.0,458252,0.0861,418818,0.6607,276722,81,0.8251,0.9103,463.79,0.0948,0.95,0.5899,0.8867,high 4782,South Africa,2021,rural,Education,Junior,60.54,2802510,0.183,2289659,0.4499,1030125,49,0.6474,0.8658,475.65,0.0686,0.9078,0.6899,0.7289,high 4783,Uganda,2021,rural,Security,Mid_Level,44.58,318394,0.2456,240201,0.2919,70117,17,0.6319,0.742,265.49,0.0556,0.6943,0.3487,0.5197,moderate 4784,Ethiopia,2024,capital,Health,Junior,126.0,1676743,0.223,1302858,0.3018,393191,10,0.6102,0.6073,94.73,0.0531,0.3616,0.2345,0.4454,low 4785,Kenya,2023,urban,Justice,Senior,53.87,1741953,0.0822,1598780,0.5124,819183,47,0.5906,0.84,615.52,0.0886,0.8635,0.6893,0.7563,high 4786,DRC,2023,rural,Finance,Junior,101.74,565998,0.2701,413125,0.14,57824,9,0.5615,0.6878,117.03,0.0677,0.3752,0.2123,0.4019,low 4787,Mozambique,2022,capital,Finance,Director,31.29,280023,0.1724,231734,0.2667,61799,20,0.4997,0.6439,257.61,0.0551,0.3792,0.1833,0.4764,low 4788,Kenya,2022,capital,Administration,Junior,52.76,1655548,0.0769,1528211,0.6797,1038652,40,0.6362,0.9263,350.35,0.0951,0.8715,0.5749,0.7843,high 4789,Tanzania,2024,urban,Health,Mid_Level,67.0,1306595,0.1359,1129054,0.4262,481161,20,0.4985,0.7078,322.13,0.0522,0.7318,0.3675,0.5887,moderate 4790,Tanzania,2021,rural,Health,Junior,61.31,1021905,0.1831,834789,0.2778,231863,20,0.5395,0.7991,252.48,0.0707,0.6066,0.3619,0.5404,moderate 4791,Ethiopia,2021,capital,Education,Junior,117.0,1455281,0.1679,1210893,0.3484,421848,18,0.5771,0.6397,134.3,0.0529,0.3975,0.183,0.4941,low 4792,Senegal,2025,urban,Infrastructure,Senior,18.49,441380,0.1014,396626,0.4727,187465,40,0.6428,0.6917,457.91,0.0695,0.5823,0.3544,0.6402,moderate 4793,Ethiopia,2019,remote,ICT,Junior,111.37,1510524,0.297,1061846,0.1512,160504,11,0.6232,0.6105,151.27,0.0666,0.4357,0.2006,0.3962,low 4794,Kenya,2022,capital,Health,Mid_Level,52.76,1721724,0.0832,1578560,0.5534,873512,55,0.6288,0.7946,394.09,0.0684,0.9442,0.5295,0.7716,high 4795,Kenya,2023,rural,Education,Mid_Level,53.87,1702173,0.1158,1505016,0.4507,678305,52,0.8067,0.9245,415.02,0.09,0.8669,0.6197,0.7511,high 4796,Ghana,2022,urban,Administration,Director,32.62,802628,0.1425,688278,0.5626,387256,42,0.7077,0.7596,697.1,0.0516,0.5927,0.3788,0.6711,high 4797,Botswana,2025,capital,Health,Mid_Level,2.64,113029,0.0938,102428,0.7234,74100,70,0.8889,0.9165,620.81,0.0893,0.8724,0.7212,0.8792,high 4798,DRC,2022,urban,Infrastructure,Senior,98.59,514447,0.2922,364130,0.228,83029,10,0.5242,0.6412,172.77,0.0485,0.3527,0.1949,0.4099,low 4799,Rwanda,2018,capital,Administration,Mid_Level,12.14,408466,0.0712,379374,0.6269,237828,89,0.876,0.8545,377.56,0.0706,0.7846,0.5422,0.8723,high 4800,Rwanda,2025,rural,Education,Junior,14.34,428818,0.094,388526,0.444,172498,62,0.7272,0.9207,487.81,0.092,0.9186,0.631,0.7856,high 4801,Botswana,2022,rural,ICT,Junior,2.52,114144,0.1257,99796,0.4849,48393,70,0.6755,0.8127,463.16,0.077,0.95,0.7546,0.8072,high 4802,DRC,2018,urban,Education,Director,86.92,553736,0.2979,388804,0.2147,83480,12,0.6063,0.5898,376.55,0.0594,0.444,0.1607,0.4082,low 4803,Ethiopia,2018,capital,Health,Junior,108.65,1238545,0.1673,1031319,0.2788,287515,14,0.5771,0.5908,125.36,0.062,0.369,0.1751,0.4559,low 4804,Kenya,2023,rural,Education,Mid_Level,53.87,1658532,0.1402,1425995,0.4363,622170,50,0.7221,0.9274,518.57,0.0777,0.8971,0.5673,0.7346,high 4805,Kenya,2025,urban,Education,Director,56.15,1995487,0.0811,1833599,0.6052,1109666,67,0.8433,0.8297,1481.5,0.0794,0.884,0.6644,0.8278,high 4806,Mozambique,2018,urban,Agriculture,Junior,28.12,273676,0.228,211275,0.2878,60807,14,0.6302,0.6457,94.95,0.066,0.3415,0.2185,0.4528,low 4807,Uganda,2023,rural,Social_Services,Senior,47.48,373097,0.2536,278467,0.2536,70614,24,0.6,0.7195,357.69,0.0616,0.7085,0.3416,0.5229,moderate 4808,Tanzania,2022,remote,Finance,Junior,63.15,1255991,0.2044,999253,0.2313,231163,26,0.6839,0.7911,295.3,0.0624,0.5797,0.3471,0.5331,moderate 4809,Kenya,2018,urban,Security,Junior,48.55,1882359,0.089,1714900,0.5238,898281,60,0.7681,0.7989,599.79,0.0674,0.8254,0.7195,0.783,high 4810,Botswana,2022,urban,Health,Junior,2.52,111351,0.1053,99628,0.7116,70894,60,0.8508,0.9346,451.34,0.071,0.8265,0.6728,0.8417,high 4811,Ethiopia,2020,rural,Education,Mid_Level,114.15,1266590,0.2918,897050,0.2179,195435,19,0.5422,0.6831,127.59,0.0661,0.4032,0.1686,0.4387,low 4812,South Africa,2019,rural,Justice,Mid_Level,59.58,2871339,0.1345,2485011,0.5012,1245415,64,0.7693,0.7682,535.8,0.0889,0.9003,0.5333,0.7602,high 4813,Nigeria,2020,capital,Agriculture,Junior,208.37,3593465,0.1578,3026347,0.5272,1595598,36,0.6602,0.7285,187.05,0.0574,0.5883,0.4493,0.6454,moderate 4814,Tanzania,2024,urban,Education,Mid_Level,67.0,1252125,0.1431,1072963,0.4515,484458,23,0.562,0.6832,207.96,0.0593,0.7125,0.3503,0.5934,moderate 4815,South Africa,2022,urban,Justice,Mid_Level,61.02,2802178,0.1036,2512003,0.6944,1744397,66,0.676,0.8163,431.6,0.0791,0.7806,0.6579,0.829,high 4816,Rwanda,2019,rural,Infrastructure,Senior,12.43,387575,0.1173,342109,0.4964,169823,80,0.8513,0.8254,945.26,0.0901,0.8416,0.5886,0.8116,high 4817,Kenya,2023,urban,Social_Services,Director,53.87,1667899,0.0953,1508968,0.6386,963565,54,0.6399,0.8995,1028.99,0.0799,0.95,0.7513,0.8259,high 4818,Rwanda,2022,capital,Education,Junior,13.35,421703,0.0742,390403,0.6796,265320,79,0.7702,0.8419,644.73,0.0931,0.95,0.7455,0.8947,high 4819,Nigeria,2023,rural,Justice,Junior,224.39,5112628,0.2045,4067237,0.2693,1095411,24,0.625,0.7747,256.3,0.0601,0.6761,0.4354,0.5536,moderate 4820,Rwanda,2019,capital,Health,Mid_Level,12.43,358844,0.0789,330518,0.6228,205852,77,0.7707,0.8256,458.86,0.0835,0.8736,0.5584,0.8455,high 4821,Rwanda,2019,urban,Finance,Senior,12.43,321781,0.0685,299742,0.6352,190396,83,0.7263,0.807,627.58,0.0947,0.95,0.7753,0.8928,high 4822,Ghana,2019,rural,Infrastructure,Senior,30.64,699807,0.1364,604353,0.3218,194460,37,0.7412,0.6803,394.64,0.0527,0.5666,0.4198,0.5895,moderate 4823,Ghana,2020,rural,Education,Junior,31.29,836811,0.1783,687618,0.408,280574,41,0.567,0.7993,257.96,0.0483,0.709,0.4433,0.6451,moderate 4824,Nigeria,2025,urban,Justice,Mid_Level,235.75,4708027,0.137,4063233,0.4218,1713896,23,0.5573,0.8059,213.02,0.0678,0.5588,0.3982,0.5953,moderate 4825,Senegal,2023,remote,Health,Senior,17.53,430853,0.1628,360708,0.2161,77941,27,0.56,0.7035,395.41,0.0541,0.6932,0.4024,0.5459,moderate 4826,Uganda,2021,remote,Agriculture,Junior,44.58,312719,0.3199,212685,0.2095,44551,24,0.6505,0.7918,252.93,0.0544,0.7133,0.3904,0.5115,moderate 4827,DRC,2019,remote,Education,Junior,89.7,488304,0.3709,307181,0.1092,33533,12,0.5008,0.6974,114.94,0.0593,0.4122,0.1645,0.3768,low 4828,Mozambique,2020,rural,Education,Junior,29.66,295824,0.2384,225294,0.2086,47005,13,0.4818,0.6578,98.44,0.0686,0.3523,0.1979,0.4287,low 4829,Tanzania,2024,capital,ICT,Senior,67.0,1146639,0.1218,1007001,0.3917,394421,25,0.5666,0.7211,435.9,0.0672,0.6239,0.3386,0.5844,moderate 4830,Ethiopia,2018,remote,Health,Mid_Level,108.65,1143599,0.4107,673942,0.1495,100740,13,0.4733,0.7104,118.86,0.0516,0.3464,0.2145,0.3798,low 4831,Senegal,2019,urban,Education,Junior,15.76,374258,0.092,339834,0.4203,142840,41,0.6957,0.8075,178.64,0.0691,0.7049,0.3401,0.6602,high 4832,South Africa,2021,urban,Social_Services,Mid_Level,60.54,3437735,0.1395,2958099,0.6074,1796853,44,0.6629,0.9247,552.66,0.0652,0.95,0.6604,0.7767,high 4833,Botswana,2021,urban,Infrastructure,Director,2.49,107311,0.0939,97233,0.607,59023,64,0.8533,0.8947,1572.02,0.0681,0.9008,0.6564,0.8282,high 4834,Nigeria,2018,urban,Education,Junior,198.33,3501408,0.1568,2952486,0.3786,1117797,28,0.7015,0.741,259.78,0.058,0.5734,0.4494,0.5889,moderate 4835,Botswana,2023,urban,Education,Mid_Level,2.56,109369,0.0878,99770,0.6361,63459,64,0.8494,0.8158,466.31,0.0802,0.8511,0.7719,0.8317,high 4836,Senegal,2018,capital,Security,Mid_Level,15.34,315688,0.0837,289262,0.444,128438,27,0.5898,0.759,267.94,0.0647,0.562,0.4075,0.6184,moderate 4837,South Africa,2018,rural,Education,Mid_Level,59.11,3110979,0.1797,2551826,0.4115,1050145,61,0.702,0.7671,511.44,0.089,0.9411,0.5322,0.7228,high 4838,Rwanda,2023,rural,Health,Junior,13.67,385368,0.1109,342645,0.4195,143751,61,0.7509,0.8941,467.73,0.0927,0.95,0.5502,0.7638,high 4839,DRC,2025,rural,Education,Junior,108.36,644689,0.2717,469519,0.1745,81922,8,0.4795,0.6547,141.38,0.0705,0.345,0.1612,0.3945,low 4840,Tanzania,2023,urban,Health,Junior,65.05,1333867,0.1516,1131702,0.3816,431832,28,0.6837,0.8118,255.21,0.0705,0.7003,0.4075,0.61,moderate 4841,Tanzania,2021,remote,Education,Mid_Level,61.31,982090,0.1971,788481,0.1896,149469,23,0.6451,0.7026,299.87,0.0718,0.655,0.446,0.5211,moderate 4842,Senegal,2023,urban,Education,Mid_Level,17.53,354429,0.1074,316349,0.4102,129761,34,0.572,0.7953,246.35,0.0651,0.6411,0.4439,0.6385,moderate 4843,South Africa,2025,urban,Education,Mid_Level,62.5,3774901,0.1042,3381579,0.6911,2336938,42,0.7644,0.9005,633.84,0.0674,0.7875,0.6336,0.7789,high 4844,DRC,2018,capital,Health,Junior,86.92,458549,0.212,361315,0.2341,84586,9,0.5586,0.6641,105.27,0.0553,0.4467,0.184,0.4407,low 4845,Nigeria,2025,capital,Health,Senior,235.75,4866382,0.1549,4112686,0.4786,1968344,38,0.5599,0.6975,287.49,0.0641,0.6137,0.4459,0.6365,moderate 4846,Mozambique,2018,urban,Health,Executive,28.12,299600,0.1701,248647,0.2687,66823,17,0.6389,0.6024,344.03,0.0517,0.4412,0.2343,0.4751,low 4847,Rwanda,2018,urban,Security,Junior,12.14,311440,0.0625,291978,0.6374,186109,94,0.7625,0.7895,490.19,0.0782,0.8315,0.5721,0.8875,high 4848,Senegal,2019,urban,Social_Services,Mid_Level,15.76,390055,0.1289,339777,0.4616,156829,39,0.5899,0.7711,316.06,0.0629,0.6482,0.4249,0.6536,high 4849,Kenya,2019,capital,Education,Junior,49.57,1843302,0.0885,1680153,0.6938,1165627,58,0.8005,0.7887,369.66,0.0759,0.8093,0.7196,0.8175,high 4850,South Africa,2021,remote,Health,Director,60.54,3427198,0.2237,2660424,0.3502,931720,55,0.7685,0.9314,894.59,0.0831,0.841,0.624,0.7053,high 4851,Uganda,2022,capital,Health,Junior,46.01,315696,0.1374,272311,0.3508,95534,21,0.5757,0.6768,178.99,0.0541,0.5622,0.3529,0.5489,moderate 4852,DRC,2018,capital,Security,Junior,86.92,513075,0.2516,384002,0.203,77941,10,0.5603,0.6076,121.44,0.0646,0.4425,0.2379,0.422,low 4853,DRC,2019,remote,Health,Mid_Level,89.7,533318,0.3502,346570,0.1105,38310,13,0.5047,0.666,153.35,0.0493,0.3332,0.1812,0.3739,low 4854,DRC,2018,capital,Finance,Mid_Level,86.92,559443,0.1889,453738,0.239,108438,13,0.5712,0.6454,115.75,0.0667,0.3585,0.1749,0.4452,low 4855,Mozambique,2018,urban,Security,Mid_Level,28.12,246217,0.2413,186801,0.2475,46226,12,0.5654,0.586,148.91,0.0624,0.37,0.1869,0.4251,low 4856,DRC,2018,urban,Infrastructure,Junior,86.92,549412,0.2337,421003,0.1867,78602,10,0.4649,0.7033,117.14,0.071,0.4034,0.1634,0.4254,low 4857,Kenya,2019,urban,Health,Mid_Level,49.57,1929654,0.0876,1760523,0.6302,1109569,65,0.7039,0.8452,444.09,0.0731,0.776,0.58,0.8105,high 4858,Ethiopia,2024,remote,Education,Junior,126.0,1625822,0.3972,979967,0.1459,142937,17,0.6119,0.597,119.07,0.052,0.3512,0.19,0.3733,low 4859,Uganda,2019,rural,Finance,Senior,41.86,339661,0.2621,250622,0.2654,66524,18,0.5096,0.7199,413.4,0.0688,0.5825,0.3333,0.4954,low 4860,Nigeria,2024,urban,Education,Junior,230.0,4187132,0.1287,3648376,0.4538,1655599,22,0.6324,0.7779,179.99,0.0718,0.7434,0.4716,0.6245,moderate 4861,Uganda,2019,rural,Finance,Junior,41.86,327305,0.2717,238362,0.2295,54692,21,0.6605,0.7667,312.62,0.0486,0.6633,0.4316,0.5164,moderate 4862,Nigeria,2020,capital,Health,Mid_Level,208.37,3782944,0.1148,3348658,0.5143,1722306,35,0.6874,0.7571,252.43,0.0612,0.7032,0.4257,0.6638,high 4863,Senegal,2019,urban,Security,Mid_Level,15.76,391481,0.1034,351020,0.4881,171335,37,0.6977,0.7713,308.21,0.0667,0.7116,0.3913,0.6647,high 4864,Kenya,2018,urban,Finance,Director,48.55,1789901,0.1055,1601037,0.6061,970330,56,0.8138,0.7764,1530.32,0.0897,0.95,0.5553,0.7821,high 4865,Ethiopia,2024,urban,Health,Junior,126.0,1352793,0.2017,1079952,0.3216,347312,16,0.576,0.6984,148.71,0.0711,0.4341,0.2255,0.4907,low 4866,Senegal,2018,rural,Education,Junior,15.34,296066,0.1469,252578,0.3773,95293,32,0.6794,0.7068,210.41,0.0682,0.6091,0.4239,0.5969,moderate 4867,Nigeria,2018,capital,Finance,Mid_Level,198.33,3465251,0.1561,2924281,0.407,1190115,32,0.6608,0.7409,244.35,0.0481,0.6567,0.3684,0.6063,moderate 4868,Mozambique,2019,capital,Agriculture,Senior,28.88,256340,0.1956,206196,0.2791,57554,12,0.5463,0.695,229.45,0.0592,0.3841,0.1875,0.4623,low 4869,Mozambique,2021,rural,Health,Mid_Level,30.47,291562,0.2861,208154,0.1946,40516,22,0.5494,0.7066,131.47,0.0629,0.3964,0.1763,0.4454,low 4870,Uganda,2018,rural,Administration,Senior,40.56,283344,0.2329,217344,0.2583,56135,22,0.5325,0.7774,371.52,0.0686,0.6014,0.4655,0.5346,moderate 4871,Kenya,2024,urban,Social_Services,Mid_Level,55.0,1898092,0.0949,1717909,0.5803,996986,43,0.6021,0.8987,376.04,0.086,0.95,0.6335,0.772,high 4872,Botswana,2024,rural,Education,Junior,2.6,118103,0.1368,101947,0.5284,53863,54,0.6945,0.8635,461.54,0.0702,0.95,0.6992,0.7773,high 4873,Botswana,2024,capital,Health,Junior,2.6,122451,0.091,111304,0.8,89043,57,0.6923,0.8466,355.82,0.0855,0.8329,0.7317,0.8532,high 4874,Senegal,2022,capital,Justice,Senior,17.07,415459,0.0849,380183,0.4947,188088,24,0.678,0.7451,434.22,0.054,0.5935,0.3971,0.6233,moderate 4875,Botswana,2022,capital,Education,Junior,2.52,96874,0.0703,90068,0.8,72054,80,0.8782,0.7887,392.56,0.0739,0.8319,0.5259,0.8865,high 4876,Tanzania,2019,urban,Agriculture,Junior,57.79,1001493,0.1318,869533,0.3563,309831,34,0.7302,0.692,215.98,0.0483,0.7064,0.387,0.6043,moderate 4877,Botswana,2025,urban,Health,Senior,2.64,128861,0.0777,118853,0.6209,73789,85,0.95,0.8868,601.92,0.0703,0.95,0.5423,0.8805,high 4878,Botswana,2019,capital,Infrastructure,Mid_Level,2.41,123886,0.0657,115743,0.8,92594,59,0.8202,0.8802,449.02,0.0923,0.9362,0.69,0.8757,high 4879,Nigeria,2025,urban,Health,Junior,235.75,4464945,0.18,3661146,0.4869,1782667,31,0.6372,0.7121,307.45,0.0574,0.6466,0.4736,0.6231,moderate 4880,Senegal,2024,rural,Finance,Junior,18.0,378033,0.1471,322407,0.3625,116874,38,0.7342,0.6858,241.21,0.0679,0.6437,0.3571,0.6018,moderate 4881,Tanzania,2024,capital,Education,Mid_Level,67.0,1083089,0.1399,931565,0.4233,394370,25,0.6808,0.697,240.45,0.0603,0.5714,0.3705,0.5821,moderate 4882,DRC,2022,remote,Finance,Mid_Level,98.59,622626,0.3605,398179,0.1046,41655,11,0.5643,0.6263,89.85,0.0661,0.4133,0.2327,0.3721,low 4883,Botswana,2024,rural,Infrastructure,Director,2.6,123606,0.0993,111328,0.5408,60202,56,0.7908,0.9333,972.61,0.0666,0.95,0.7276,0.8081,high 4884,Senegal,2023,urban,Social_Services,Mid_Level,17.53,427715,0.1059,382421,0.4358,166658,35,0.676,0.6951,198.82,0.068,0.6645,0.3566,0.6263,moderate 4885,Ethiopia,2020,remote,Education,Mid_Level,114.15,1373304,0.4344,776679,0.1683,130690,16,0.6068,0.7081,102.45,0.0488,0.3654,0.233,0.3895,low 4886,Senegal,2023,capital,Education,Mid_Level,17.53,346602,0.1048,310284,0.4354,135100,37,0.6092,0.7391,177.1,0.0635,0.6863,0.4598,0.6506,high 4887,DRC,2023,rural,Finance,Junior,101.74,636944,0.2718,463847,0.1634,75790,8,0.4617,0.6587,150.25,0.0654,0.4135,0.2236,0.4054,low 4888,Botswana,2021,rural,Finance,Director,2.49,119016,0.1083,106128,0.479,50836,73,0.7861,0.7915,1350.06,0.0838,0.7781,0.6193,0.7836,high 4889,Nigeria,2023,capital,Social_Services,Mid_Level,224.39,4362459,0.1673,3632773,0.4874,1770441,37,0.745,0.7439,229.25,0.0688,0.5545,0.394,0.629,moderate 4890,Ethiopia,2023,remote,Security,Junior,122.93,1552546,0.39,947089,0.133,125992,13,0.547,0.6672,132.99,0.061,0.4477,0.2149,0.3846,low 4891,South Africa,2019,rural,Education,Junior,59.58,3281377,0.1605,2754611,0.5307,1461869,62,0.7529,0.7882,608.46,0.0741,0.8873,0.6507,0.7696,high 4892,Uganda,2025,urban,Security,Mid_Level,50.57,346890,0.1809,284149,0.3083,87589,17,0.496,0.7129,279.03,0.0516,0.6295,0.4117,0.5354,moderate 4893,Uganda,2019,urban,Infrastructure,Mid_Level,41.86,332444,0.1787,273051,0.395,107857,26,0.5626,0.7825,268.53,0.0497,0.5648,0.32,0.5749,moderate 4894,Rwanda,2019,capital,Health,Junior,12.43,397869,0.0661,371582,0.6654,247241,67,0.8043,0.8214,443.02,0.0942,0.8934,0.6362,0.8435,high 4895,Nigeria,2018,remote,Education,Mid_Level,198.33,4170184,0.303,2906561,0.2606,757425,23,0.5225,0.8084,216.08,0.0681,0.632,0.3758,0.5189,moderate 4896,Mozambique,2019,remote,Health,Mid_Level,28.88,307804,0.325,207775,0.1318,27382,14,0.5051,0.7078,113.72,0.0488,0.3773,0.2089,0.4015,low 4897,Uganda,2022,capital,Education,Mid_Level,46.01,421763,0.1688,350553,0.3416,119735,27,0.5966,0.7851,211.74,0.0689,0.6045,0.431,0.582,moderate 4898,Nigeria,2021,urban,Education,Senior,213.58,4195750,0.1522,3557000,0.3789,1347803,23,0.5689,0.6815,397.25,0.0525,0.6943,0.4236,0.5782,moderate 4899,Nigeria,2021,capital,Justice,Executive,213.58,4542084,0.1527,3848717,0.4253,1637025,28,0.5354,0.6873,968.1,0.054,0.6784,0.4691,0.606,moderate 4900,Botswana,2021,capital,Education,Mid_Level,2.49,110647,0.0798,101812,0.8,81449,84,0.8713,0.7913,400.19,0.0736,0.95,0.7386,0.9276,high 4901,Tanzania,2023,rural,Education,Mid_Level,65.05,1091115,0.1963,876961,0.25,219233,28,0.6837,0.7143,304.67,0.0493,0.6803,0.3871,0.5473,moderate 4902,Ethiopia,2018,rural,Health,Mid_Level,108.65,1204601,0.2498,903703,0.1838,166064,16,0.5129,0.6252,98.54,0.051,0.3318,0.1985,0.4203,low 4903,Ethiopia,2024,capital,Health,Senior,126.0,1699368,0.2322,1304854,0.324,422751,10,0.4797,0.6136,164.06,0.0564,0.3523,0.1742,0.4426,low 4904,Nigeria,2025,capital,Health,Junior,235.75,4797047,0.1244,4200146,0.4652,1954045,29,0.6906,0.6992,221.77,0.0643,0.6556,0.4134,0.6195,moderate 4905,Tanzania,2021,rural,Health,Director,61.31,998279,0.1617,836898,0.2677,224056,30,0.6383,0.6905,765.0,0.0717,0.6495,0.3236,0.5524,moderate 4906,Ghana,2022,rural,Education,Junior,32.62,812264,0.193,655461,0.3365,220555,34,0.7131,0.7665,260.4,0.0559,0.7402,0.4317,0.603,moderate 4907,Ghana,2018,capital,Agriculture,Junior,30.01,662139,0.1224,581111,0.6059,352089,36,0.6059,0.6954,276.66,0.0483,0.6855,0.473,0.681,high 4908,Ghana,2021,rural,Health,Junior,31.94,788292,0.1777,648177,0.3421,221772,40,0.7042,0.6983,301.44,0.0644,0.7456,0.4443,0.6148,moderate 4909,DRC,2024,capital,Finance,Junior,105.0,681710,0.2382,519348,0.2348,121922,11,0.4787,0.6257,127.43,0.0551,0.3451,0.1612,0.4211,low 4910,Kenya,2025,capital,Administration,Junior,56.15,1922189,0.0838,1761076,0.6042,1064127,39,0.73,0.9212,576.27,0.0675,0.8422,0.5965,0.7597,high 4911,Ethiopia,2025,rural,Finance,Mid_Level,129.15,1688224,0.2425,1278802,0.2013,257406,10,0.6069,0.6424,96.92,0.0715,0.4342,0.2007,0.4245,low 4912,DRC,2025,capital,Justice,Senior,108.36,668188,0.2147,524702,0.2186,114711,13,0.5227,0.6019,218.09,0.0672,0.3663,0.1606,0.4265,low 4913,Nigeria,2019,rural,Security,Junior,203.29,4501727,0.19,3646464,0.3535,1289069,32,0.675,0.756,324.99,0.052,0.6411,0.3622,0.5846,moderate 4914,Nigeria,2020,rural,Agriculture,Junior,208.37,4704166,0.1801,3856984,0.3317,1279514,33,0.6939,0.7707,232.17,0.0529,0.6577,0.3253,0.5843,moderate 4915,Botswana,2022,capital,Security,Junior,2.52,122398,0.0812,112455,0.7485,84175,73,0.7259,0.9219,371.22,0.075,0.7891,0.6724,0.8838,high 4916,South Africa,2021,capital,Security,Director,60.54,2830073,0.0945,2562619,0.6541,1676248,66,0.738,0.8933,1222.17,0.0648,0.821,0.6032,0.8313,high 4917,Kenya,2023,rural,Security,Junior,53.87,1811373,0.1328,1570797,0.4334,680806,55,0.704,0.7665,517.76,0.0724,0.8697,0.6753,0.7321,high 4918,Botswana,2021,urban,Finance,Senior,2.49,111715,0.0924,101390,0.6028,61115,71,0.6798,0.8962,529.73,0.0878,0.918,0.7038,0.8517,high 4919,Botswana,2019,urban,Social_Services,Junior,2.41,93157,0.0971,84109,0.7283,61258,53,0.6782,0.8359,361.68,0.0762,0.7991,0.7783,0.8234,high 4920,Ethiopia,2025,rural,Finance,Director,129.15,1627651,0.2508,1219498,0.19,231761,16,0.6398,0.6282,231.06,0.0662,0.3555,0.1677,0.4214,low 4921,Ethiopia,2023,rural,Finance,Junior,122.93,1259631,0.2842,901651,0.2144,193314,18,0.5886,0.6484,96.66,0.0518,0.403,0.1884,0.4339,low 4922,Kenya,2019,urban,Security,Junior,49.57,1543998,0.0977,1393109,0.5807,808912,41,0.6842,0.8725,374.89,0.0872,0.8042,0.7172,0.7562,high 4923,Mozambique,2019,urban,Security,Mid_Level,28.88,268915,0.2391,204605,0.2488,50900,16,0.5133,0.5926,142.99,0.056,0.3889,0.2227,0.4425,low 4924,South Africa,2018,urban,Education,Senior,59.11,3028359,0.1414,2600070,0.6191,1609659,43,0.6815,0.787,587.62,0.0794,0.8519,0.6612,0.7463,high 4925,Botswana,2023,remote,Education,Mid_Level,2.56,124304,0.1519,105426,0.3588,37826,50,0.6349,0.7713,534.4,0.0802,0.8552,0.7669,0.7046,high 4926,Ethiopia,2022,remote,Education,Mid_Level,119.93,1357123,0.431,772165,0.1446,111665,12,0.5705,0.6273,146.78,0.0509,0.3387,0.1622,0.3526,low 4927,Nigeria,2020,rural,Administration,Director,208.37,4706597,0.1931,3797793,0.3169,1203493,27,0.6455,0.8113,499.32,0.0596,0.64,0.4652,0.5807,moderate 4928,Ethiopia,2025,remote,Justice,Director,129.15,1780857,0.3131,1223204,0.1753,214394,15,0.5211,0.659,299.33,0.061,0.3751,0.2117,0.4106,low 4929,Senegal,2023,capital,Justice,Mid_Level,17.53,428858,0.1069,383021,0.5731,219518,37,0.6368,0.7108,269.96,0.0599,0.6368,0.4525,0.6746,high 4930,Mozambique,2025,rural,Health,Senior,33.89,292501,0.2633,215472,0.1778,38300,16,0.5876,0.6962,203.76,0.0585,0.4217,0.2117,0.4364,low 4931,Botswana,2021,urban,Infrastructure,Senior,2.49,118118,0.0991,106416,0.7862,83664,86,0.95,0.8932,971.95,0.0792,0.8127,0.7299,0.925,high 4932,Ethiopia,2019,rural,Administration,Senior,111.37,1262497,0.2627,930893,0.2148,199926,17,0.6131,0.6846,126.31,0.0648,0.4084,0.1921,0.4433,low 4933,Senegal,2025,urban,Health,Junior,18.49,397662,0.1187,350475,0.5261,184388,31,0.6377,0.8015,281.46,0.0699,0.6772,0.4701,0.6643,high 4934,Mozambique,2023,capital,Education,Mid_Level,32.13,350330,0.1647,292646,0.2802,81997,15,0.5389,0.6214,151.64,0.0697,0.417,0.1698,0.4683,low 4935,South Africa,2025,capital,Health,Junior,62.5,3093600,0.092,2809065,0.6326,1777114,52,0.7891,0.9188,621.86,0.089,0.95,0.6732,0.8153,high 4936,South Africa,2025,urban,Security,Junior,62.5,2902707,0.1238,2543429,0.7124,1812024,74,0.6832,0.8133,606.65,0.0816,0.8187,0.6387,0.8499,high 4937,South Africa,2024,rural,Social_Services,Junior,62.0,3097243,0.147,2641844,0.4342,1147004,57,0.7093,0.833,480.78,0.074,0.95,0.6683,0.7511,high 4938,Botswana,2021,capital,Education,Senior,2.49,109048,0.0729,101094,0.6783,68569,87,0.8129,0.7978,856.91,0.0929,0.95,0.6168,0.8952,high 4939,Mozambique,2023,urban,Infrastructure,Junior,32.13,300647,0.2023,239837,0.2245,53834,20,0.5648,0.6539,117.09,0.0651,0.4059,0.2164,0.4659,low 4940,Botswana,2019,urban,Infrastructure,Junior,2.41,94124,0.0911,85553,0.7037,60204,78,0.8765,0.8425,478.66,0.0764,0.95,0.6992,0.8895,high 4941,Tanzania,2020,rural,Infrastructure,Mid_Level,59.53,1204861,0.1927,972724,0.3267,317779,27,0.6566,0.7542,259.83,0.0583,0.6807,0.3308,0.5653,moderate 4942,Botswana,2023,urban,Security,Junior,2.56,108057,0.0906,98270,0.679,66723,51,0.6098,0.8336,474.88,0.0762,0.95,0.5735,0.802,high 4943,South Africa,2023,capital,Health,Mid_Level,61.51,3595667,0.0992,3239076,0.7111,2303224,64,0.7943,0.8676,619.06,0.0699,0.95,0.7662,0.8647,high 4944,DRC,2020,rural,Agriculture,Junior,92.57,539555,0.3866,330960,0.1551,51333,10,0.6204,0.6242,87.04,0.0528,0.4446,0.1849,0.3737,low 4945,South Africa,2024,rural,Health,Mid_Level,62.0,3328783,0.1676,2771004,0.4592,1272359,46,0.6098,0.7694,428.43,0.085,0.8503,0.6187,0.7002,high 4946,Ethiopia,2022,rural,Social_Services,Junior,119.93,1538002,0.2758,1113826,0.2211,246308,18,0.5439,0.6494,101.89,0.0605,0.3921,0.225,0.4404,low 4947,Mozambique,2024,urban,Health,Junior,33.0,330201,0.2395,251118,0.2712,68108,15,0.6427,0.6936,115.88,0.0644,0.345,0.2386,0.4578,low 4948,Ghana,2019,remote,Finance,Mid_Level,30.64,726854,0.2107,573674,0.2809,161121,35,0.6334,0.8214,243.02,0.0519,0.6474,0.4648,0.5895,moderate 4949,Ghana,2020,urban,Education,Junior,31.29,775731,0.1177,684453,0.4534,310346,33,0.6159,0.7484,273.31,0.0657,0.7136,0.3602,0.6361,moderate 4950,Kenya,2022,capital,Security,Director,52.76,2052254,0.0876,1872411,0.5822,1090081,41,0.6532,0.8328,1381.06,0.0674,0.7861,0.7087,0.7505,high 4951,Rwanda,2022,urban,Justice,Junior,13.35,435597,0.0858,398219,0.645,256860,94,0.7635,0.7866,587.4,0.0873,0.8898,0.6585,0.8976,high 4952,DRC,2019,urban,Health,Junior,89.7,563841,0.2613,416482,0.2274,94714,11,0.5938,0.634,106.18,0.0624,0.3953,0.2178,0.4254,low 4953,Rwanda,2021,remote,Infrastructure,Junior,13.04,400304,0.1392,344580,0.3276,112873,66,0.7756,0.8798,537.91,0.077,0.8777,0.7307,0.7549,high 4954,Senegal,2020,urban,Security,Junior,16.18,344959,0.0964,311711,0.4595,143234,42,0.7393,0.7926,247.74,0.0677,0.7305,0.3549,0.6732,high 4955,Botswana,2021,rural,Social_Services,Senior,2.49,127265,0.1076,113572,0.512,58145,53,0.7174,0.7775,713.81,0.0807,0.95,0.5758,0.7528,high 4956,Kenya,2025,capital,Agriculture,Director,56.15,2180982,0.0848,1996002,0.5572,1112151,39,0.6977,0.7862,919.77,0.0783,0.824,0.7298,0.7389,high 4957,Botswana,2022,rural,Education,Director,2.52,129827,0.1201,114239,0.4523,51674,49,0.7833,0.8515,1026.36,0.076,0.95,0.7698,0.7553,high 4958,Uganda,2019,urban,Social_Services,Mid_Level,41.86,350509,0.2138,275556,0.3913,107813,23,0.5904,0.7978,289.56,0.0527,0.6509,0.4147,0.5781,moderate 4959,South Africa,2025,urban,Education,Junior,62.5,3741352,0.1221,3284640,0.5955,1956039,57,0.6253,0.7656,452.83,0.0866,0.95,0.5213,0.7728,high 4960,Tanzania,2023,rural,Education,Junior,65.05,1243277,0.1898,1007307,0.2822,284242,28,0.669,0.689,251.86,0.0546,0.608,0.4437,0.5516,moderate 4961,Ghana,2023,remote,Education,Mid_Level,33.3,743655,0.2396,565451,0.2827,159860,46,0.7111,0.6951,259.5,0.0708,0.5852,0.3725,0.5758,moderate 4962,Nigeria,2023,rural,Education,Junior,224.39,4012502,0.213,3157850,0.3506,1107074,30,0.6032,0.7064,307.89,0.0717,0.691,0.4025,0.5747,moderate 4963,Tanzania,2025,urban,Education,Junior,69.01,1107152,0.1358,956830,0.3871,370401,22,0.5895,0.7843,267.37,0.0666,0.7103,0.3417,0.5907,moderate 4964,Ghana,2025,capital,Security,Mid_Level,34.71,872631,0.13,759187,0.5934,450522,27,0.6312,0.7492,237.02,0.0488,0.7237,0.3723,0.6553,high 4965,Uganda,2025,rural,Social_Services,Mid_Level,50.57,444547,0.2269,343677,0.2672,91838,23,0.5797,0.76,288.38,0.0525,0.7429,0.395,0.5454,moderate 4966,Ghana,2023,remote,ICT,Mid_Level,33.3,947279,0.2164,742320,0.2529,187762,38,0.5773,0.7839,210.17,0.058,0.6259,0.3578,0.5701,moderate 4967,Botswana,2023,urban,Administration,Junior,2.56,113661,0.0869,103779,0.7038,73040,52,0.7846,0.8028,464.86,0.0821,0.7748,0.6819,0.8003,high 4968,DRC,2019,rural,Education,Mid_Level,89.7,538171,0.3872,329779,0.1493,49223,12,0.5538,0.5994,123.1,0.0597,0.3515,0.2097,0.3665,low 4969,Tanzania,2022,capital,Security,Mid_Level,63.15,1275043,0.1251,1115531,0.4032,449790,30,0.6058,0.8002,242.57,0.0531,0.6497,0.3365,0.6132,moderate 4970,DRC,2021,rural,Agriculture,Junior,95.53,514114,0.3118,353799,0.1564,55340,12,0.6041,0.5919,122.61,0.0524,0.4349,0.2148,0.3949,low 4971,Tanzania,2020,rural,Social_Services,Junior,59.53,1012831,0.1832,827304,0.2693,222761,21,0.5299,0.7248,288.96,0.0716,0.5945,0.4501,0.5372,moderate 4972,Ethiopia,2021,capital,Agriculture,Junior,117.0,1322873,0.1859,1076924,0.3131,337177,14,0.5387,0.599,121.24,0.0696,0.3778,0.2033,0.4648,low 4973,Mozambique,2023,urban,Social_Services,Junior,32.13,284455,0.1635,237953,0.2913,69304,13,0.6034,0.5974,115.55,0.061,0.4238,0.1725,0.4637,low 4974,Ghana,2023,remote,Administration,Executive,33.3,939221,0.1972,753991,0.2482,187113,35,0.585,0.8142,975.88,0.0554,0.7319,0.3678,0.5823,moderate 4975,Nigeria,2021,urban,Social_Services,Mid_Level,213.58,4082031,0.1338,3535713,0.4341,1534772,32,0.5825,0.7746,244.3,0.049,0.5611,0.3295,0.6103,moderate 4976,Ghana,2021,rural,Education,Mid_Level,31.94,881245,0.172,729649,0.4103,299339,33,0.6337,0.7568,201.27,0.06,0.6797,0.3359,0.6071,moderate 4977,Kenya,2023,urban,Education,Junior,53.87,2086669,0.112,1852932,0.5469,1013347,51,0.7002,0.8761,422.25,0.0754,0.8116,0.5221,0.751,high 4978,Kenya,2019,capital,Education,Junior,49.57,1508093,0.0995,1358089,0.5556,754611,63,0.8004,0.8958,416.64,0.094,0.8363,0.5257,0.7921,high 4979,Rwanda,2019,urban,Health,Senior,12.43,379811,0.0885,346196,0.6164,213380,55,0.7278,0.7784,947.46,0.085,0.8685,0.6784,0.7909,high 4980,Ghana,2024,remote,Security,Mid_Level,34.0,824782,0.1869,670639,0.2609,174969,41,0.7381,0.7748,318.47,0.0641,0.6752,0.322,0.5869,moderate 4981,Botswana,2022,capital,Infrastructure,Mid_Level,2.52,118548,0.09,107873,0.7427,80120,66,0.7752,0.8219,431.47,0.0674,0.95,0.5309,0.8495,high 4982,South Africa,2025,capital,Security,Mid_Level,62.5,3210158,0.1026,2880821,0.7226,2081694,44,0.579,0.8878,505.84,0.0959,0.8551,0.617,0.7954,high 4983,Ghana,2023,rural,Education,Junior,33.3,724604,0.1345,627131,0.3498,219399,32,0.5379,0.7739,228.23,0.0611,0.721,0.3782,0.6098,moderate 4984,Mozambique,2019,urban,Health,Junior,28.88,323698,0.1714,268207,0.2443,65525,13,0.4789,0.6342,143.23,0.0489,0.4117,0.164,0.4534,low 4985,Nigeria,2023,remote,Education,Mid_Level,224.39,4552203,0.2339,3487482,0.2021,704955,22,0.5651,0.706,252.02,0.0495,0.6865,0.3445,0.5061,moderate 4986,Ethiopia,2018,urban,Security,Junior,108.65,1411052,0.2316,1084191,0.2695,292188,11,0.6108,0.6153,129.54,0.0646,0.3937,0.2067,0.4393,low 4987,DRC,2020,rural,Social_Services,Senior,92.57,509276,0.374,318806,0.1644,52418,11,0.5418,0.6521,210.12,0.0627,0.4307,0.2256,0.3886,low 4988,Nigeria,2025,remote,Health,Junior,235.75,4536265,0.2821,3256469,0.2387,777276,38,0.6752,0.7601,302.53,0.067,0.5838,0.3974,0.5463,moderate 4989,Senegal,2025,rural,Health,Junior,18.49,434932,0.1677,361980,0.3647,132012,28,0.6682,0.8238,261.42,0.0624,0.6001,0.3545,0.5883,moderate 4990,Kenya,2018,capital,Health,Mid_Level,48.55,1465381,0.0997,1319223,0.7026,926906,46,0.7685,0.8463,607.85,0.086,0.7989,0.7055,0.7931,high 4991,Mozambique,2023,remote,Justice,Mid_Level,32.13,335367,0.3841,206536,0.1522,31425,20,0.5143,0.7114,147.07,0.0609,0.4368,0.203,0.4127,low 4992,Ghana,2022,rural,Education,Mid_Level,32.62,889590,0.1948,716272,0.3778,270606,32,0.6812,0.6889,272.42,0.065,0.7232,0.3832,0.5897,moderate 4993,Nigeria,2024,rural,Security,Mid_Level,230.0,4126709,0.2301,3176950,0.2741,870825,38,0.582,0.8229,212.6,0.0578,0.6637,0.3967,0.5855,moderate 4994,Ethiopia,2023,rural,Education,Senior,122.93,1470120,0.3079,1017399,0.2208,224656,16,0.4926,0.6833,177.34,0.0511,0.3538,0.1778,0.4239,low 4995,Tanzania,2025,rural,Health,Senior,69.01,1315703,0.1859,1071135,0.3197,342405,31,0.6246,0.7856,267.7,0.0601,0.6246,0.357,0.5769,moderate 4996,Rwanda,2021,urban,Education,Executive,13.04,338583,0.0858,309529,0.6464,200073,55,0.6857,0.8695,1586.04,0.0878,0.8694,0.5568,0.8007,high 4997,Ethiopia,2023,urban,Education,Junior,122.93,1445147,0.2461,1089465,0.2986,325329,18,0.6185,0.7067,109.14,0.0619,0.43,0.2254,0.4797,low 4998,Uganda,2024,urban,Infrastructure,Junior,49.0,353706,0.1846,288428,0.3372,97267,19,0.5155,0.788,296.62,0.0598,0.7134,0.4663,0.5718,moderate 4999,Mozambique,2019,remote,Health,Junior,28.88,281149,0.359,180221,0.1399,25221,14,0.5779,0.6979,141.25,0.0551,0.437,0.1909,0.3977,low 5000,Botswana,2025,capital,Administration,Junior,2.64,116585,0.089,106209,0.7914,84054,69,0.8176,0.8536,357.88,0.0791,0.9385,0.5542,0.8754,high 5001,Uganda,2019,capital,Infrastructure,Junior,41.86,307485,0.163,257367,0.4237,109055,19,0.5331,0.7504,227.89,0.0715,0.7098,0.3827,0.5845,moderate 5002,Senegal,2018,capital,Justice,Mid_Level,15.34,306653,0.1058,274198,0.5201,142605,29,0.5502,0.7596,259.57,0.059,0.7416,0.3713,0.6513,high 5003,Rwanda,2022,urban,Security,Senior,13.35,366999,0.0866,335232,0.5288,177256,55,0.8002,0.8203,883.37,0.0888,0.95,0.5732,0.7734,high 5004,Mozambique,2021,remote,Health,Mid_Level,30.47,272995,0.2825,195863,0.1379,27016,15,0.6139,0.6484,137.36,0.0639,0.4428,0.1808,0.411,low 5005,Kenya,2024,capital,Social_Services,Senior,55.0,2108315,0.078,1943895,0.5579,1084432,63,0.7722,0.8412,710.68,0.0672,0.95,0.6554,0.8142,high 5006,Botswana,2025,rural,ICT,Junior,2.64,125256,0.1324,108674,0.5158,56058,72,0.7066,0.8196,539.77,0.0791,0.95,0.7221,0.816,high 5007,DRC,2022,rural,Security,Mid_Level,98.59,626332,0.3356,416122,0.1384,57588,15,0.4788,0.5872,151.57,0.0599,0.4272,0.1909,0.3881,low 5008,Senegal,2021,rural,Infrastructure,Director,16.62,386583,0.1528,327494,0.3657,119771,33,0.594,0.6931,568.96,0.0632,0.7439,0.4393,0.608,moderate 5009,Rwanda,2022,capital,Security,Mid_Level,13.35,429258,0.0636,401964,0.6509,261638,76,0.7707,0.8634,432.91,0.0664,0.8222,0.6485,0.8634,high 5010,Ghana,2018,urban,Security,Mid_Level,30.01,762409,0.1373,657721,0.4436,291750,32,0.6134,0.7152,240.82,0.0694,0.5748,0.3671,0.608,moderate 5011,Nigeria,2024,rural,ICT,Junior,230.0,4952897,0.2385,3771712,0.3549,1338651,23,0.5983,0.7355,265.9,0.0499,0.6449,0.3246,0.5439,moderate 5012,Ethiopia,2020,remote,Finance,Senior,114.15,1188225,0.3969,716612,0.1354,97033,11,0.5935,0.5876,167.1,0.0705,0.3497,0.2358,0.3588,low 5013,DRC,2019,urban,Security,Junior,89.7,571954,0.2927,404556,0.2052,83024,12,0.5245,0.6749,121.94,0.0601,0.3376,0.2129,0.4144,low 5014,DRC,2022,urban,Finance,Junior,98.59,550913,0.2138,433117,0.1965,85095,9,0.4572,0.6809,90.8,0.0575,0.4073,0.2166,0.4327,low 5015,Tanzania,2018,remote,Health,Mid_Level,56.11,1107645,0.2271,856098,0.2511,214998,30,0.59,0.6864,298.77,0.0689,0.6755,0.3729,0.5388,moderate 5016,Uganda,2022,capital,Finance,Executive,46.01,336392,0.1803,275743,0.3438,94794,25,0.5892,0.7261,1003.35,0.0676,0.716,0.3765,0.5715,moderate 5017,Mozambique,2023,urban,Finance,Mid_Level,32.13,297774,0.1875,241948,0.2316,56035,19,0.6357,0.7044,151.87,0.0667,0.3868,0.225,0.4754,low 5018,Rwanda,2020,urban,Administration,Mid_Level,12.73,394714,0.0793,363425,0.6553,238164,56,0.6966,0.9242,639.53,0.0819,0.8554,0.7414,0.8323,high 5019,Mozambique,2025,urban,Security,Director,33.89,332014,0.1679,276284,0.2832,78231,19,0.6206,0.6708,285.55,0.0711,0.4043,0.202,0.4876,low 5020,Mozambique,2022,rural,Agriculture,Junior,31.29,291992,0.2702,213089,0.1684,35882,21,0.6325,0.6834,117.67,0.055,0.4295,0.1882,0.4413,low 5021,Kenya,2022,capital,ICT,Mid_Level,52.76,2104093,0.0995,1894780,0.5696,1079213,59,0.7284,0.8721,489.75,0.0658,0.95,0.6467,0.8055,high 5022,Senegal,2019,rural,Health,Senior,15.76,296815,0.1464,253356,0.3171,80341,40,0.7082,0.7147,338.75,0.0633,0.7412,0.385,0.6125,moderate 5023,Ethiopia,2024,rural,Security,Junior,126.0,1298704,0.2904,921536,0.2148,197945,14,0.5367,0.6225,145.88,0.0521,0.3321,0.1687,0.4095,low 5024,Ethiopia,2021,rural,Security,Mid_Level,117.0,1460792,0.2489,1097137,0.2042,224033,16,0.5343,0.6185,103.86,0.0571,0.3319,0.2323,0.428,low 5025,Ghana,2019,remote,Health,Junior,30.64,776072,0.1801,636274,0.3129,199092,38,0.712,0.7167,203.51,0.0683,0.5956,0.3813,0.5834,moderate 5026,South Africa,2023,capital,Security,Director,61.51,3297265,0.0966,2978677,0.7947,2367067,74,0.8257,0.8927,1438.99,0.0782,0.8459,0.5373,0.8817,high 5027,Tanzania,2018,capital,Education,Junior,56.11,872933,0.1273,761805,0.4158,316769,35,0.6722,0.8158,184.71,0.0543,0.7048,0.4189,0.6444,moderate 5028,Uganda,2020,rural,Infrastructure,Director,43.2,350501,0.2608,259073,0.2452,63513,16,0.4817,0.7183,756.33,0.0561,0.7151,0.4786,0.5132,moderate 5029,Uganda,2021,urban,Social_Services,Mid_Level,44.58,392187,0.2043,312068,0.344,107364,24,0.5116,0.7502,188.43,0.0612,0.7109,0.3456,0.5631,moderate 5030,Botswana,2021,urban,Education,Junior,2.49,95154,0.0796,87582,0.6466,56631,66,0.8439,0.8358,375.04,0.0744,0.857,0.6682,0.8346,high 5031,Nigeria,2023,capital,Infrastructure,Junior,224.39,4839880,0.1309,4206354,0.5264,2214107,28,0.5845,0.6952,201.22,0.0642,0.6639,0.408,0.6303,moderate 5032,Uganda,2019,capital,Finance,Director,41.86,326890,0.1951,263102,0.4447,117002,17,0.6403,0.7832,473.17,0.0655,0.6487,0.3424,0.5715,moderate 5033,Botswana,2019,rural,Education,Director,2.41,119039,0.1201,104737,0.518,54257,84,0.791,0.9025,1211.59,0.0919,0.7913,0.7067,0.8447,high 5034,South Africa,2024,urban,Education,Junior,62.0,3521692,0.1019,3162849,0.71,2245537,60,0.7138,0.8052,354.92,0.093,0.9385,0.7022,0.8369,high 5035,Botswana,2025,capital,Health,Mid_Level,2.64,115942,0.0647,108438,0.7426,80523,69,0.6868,0.8832,453.72,0.0821,0.9474,0.6131,0.8805,high 5036,South Africa,2023,rural,Health,Junior,61.51,2814786,0.1832,2299112,0.4468,1027308,61,0.7503,0.8454,469.89,0.0751,0.8443,0.5815,0.7378,high 5037,Kenya,2023,rural,Education,Junior,53.87,2039215,0.1045,1826074,0.4224,771419,52,0.7497,0.9004,626.61,0.0728,0.784,0.668,0.7397,high 5038,Mozambique,2021,urban,Social_Services,Junior,30.47,308246,0.1722,255160,0.28,71443,17,0.5384,0.6418,101.27,0.0615,0.3579,0.1887,0.4704,low 5039,Botswana,2018,urban,Education,Senior,2.38,111770,0.0747,103417,0.7074,73157,65,0.7408,0.7827,788.08,0.0696,0.8497,0.7331,0.8464,high 5040,DRC,2018,rural,Education,Junior,86.92,522202,0.3045,363187,0.1721,62488,8,0.5592,0.6898,99.45,0.0665,0.3843,0.2391,0.4027,low 5041,Nigeria,2021,urban,Administration,Mid_Level,213.58,4619954,0.1522,3916810,0.428,1676421,38,0.6599,0.787,321.92,0.0654,0.6919,0.3385,0.635,moderate 5042,DRC,2019,rural,ICT,Junior,89.7,580419,0.2703,423536,0.1384,58621,8,0.4691,0.5925,85.78,0.0641,0.383,0.2034,0.3845,low 5043,Kenya,2020,urban,Health,Mid_Level,50.61,1576616,0.1089,1404908,0.5347,751162,44,0.6145,0.7833,425.27,0.0959,0.7801,0.6482,0.7268,high 5044,Kenya,2020,rural,Agriculture,Junior,50.61,1548395,0.134,1340964,0.4397,589655,56,0.7577,0.907,464.79,0.0742,0.95,0.6067,0.7582,high 5045,Ethiopia,2025,rural,Security,Director,129.15,1673764,0.2402,1271650,0.2054,261174,13,0.5396,0.6216,249.85,0.061,0.4184,0.1747,0.4263,low 5046,Nigeria,2020,rural,Security,Junior,208.37,3639185,0.2098,2875763,0.3435,987868,24,0.6851,0.8249,265.45,0.0711,0.6291,0.4003,0.5701,moderate 5047,Nigeria,2023,capital,Justice,Director,224.39,4582309,0.1243,4012883,0.4161,1669693,24,0.5426,0.804,488.87,0.0713,0.7044,0.4372,0.6177,moderate 5048,Botswana,2022,capital,Security,Junior,2.52,100743,0.0888,91795,0.7114,65301,71,0.7032,0.7867,483.96,0.0654,0.9412,0.5405,0.8493,high 5049,DRC,2022,urban,Education,Senior,98.59,586971,0.2211,457185,0.2072,94748,11,0.5487,0.6691,159.08,0.0555,0.4244,0.1744,0.4343,low 5050,Botswana,2023,remote,Justice,Junior,2.56,99145,0.1346,85801,0.3186,27336,70,0.7704,0.8672,587.38,0.0714,0.8751,0.6399,0.7526,high 5051,Senegal,2024,urban,Education,Senior,18.0,344049,0.1197,302858,0.4309,130501,32,0.7159,0.7641,413.83,0.0636,0.6926,0.391,0.6308,moderate 5052,Botswana,2018,rural,Agriculture,Director,2.38,114592,0.1295,99751,0.522,52074,86,0.9185,0.839,1080.06,0.0766,0.8231,0.5819,0.8295,high 5053,Uganda,2019,capital,Education,Senior,41.86,291603,0.1775,239835,0.4461,106999,21,0.5449,0.7683,416.35,0.055,0.6303,0.4703,0.595,moderate 5054,Rwanda,2022,remote,Infrastructure,Junior,13.35,436454,0.1441,373568,0.2815,105141,63,0.7408,0.9215,615.31,0.0849,0.95,0.5576,0.7308,high 5055,Tanzania,2022,rural,Education,Junior,63.15,1170831,0.2158,918132,0.3326,305352,25,0.5941,0.7689,180.64,0.061,0.6749,0.34,0.5585,moderate 5056,Ghana,2024,urban,Social_Services,Mid_Level,34.0,801093,0.1197,705216,0.5688,401150,36,0.6456,0.7888,297.27,0.0701,0.6876,0.3677,0.6761,high 5057,Ethiopia,2019,rural,Health,Director,111.37,1528773,0.2965,1075512,0.1792,192750,13,0.5335,0.6358,336.56,0.0716,0.3344,0.2372,0.4057,low 5058,Ethiopia,2025,remote,Finance,Junior,129.15,1540259,0.3901,939440,0.1449,136132,14,0.6327,0.5946,98.57,0.049,0.4009,0.2016,0.3731,low 5059,Uganda,2018,urban,Education,Mid_Level,40.56,354509,0.1593,298037,0.3848,114698,21,0.5863,0.7424,282.5,0.0651,0.667,0.3562,0.5726,moderate 5060,Tanzania,2021,rural,Education,Director,61.31,1033446,0.1885,838617,0.3009,252366,21,0.5827,0.7142,527.15,0.0597,0.6106,0.4149,0.5403,moderate 5061,South Africa,2023,rural,Education,Junior,61.51,3719459,0.1861,3027109,0.527,1595337,63,0.7654,0.8555,569.06,0.0655,0.8173,0.5904,0.7618,high 5062,Ethiopia,2023,urban,Health,Junior,122.93,1650433,0.236,1260947,0.2792,352103,11,0.5662,0.6657,84.52,0.0557,0.4211,0.2292,0.4532,low 5063,Mozambique,2020,urban,Justice,Mid_Level,29.66,283576,0.2396,215622,0.2582,55672,19,0.5766,0.6017,123.3,0.0547,0.3343,0.173,0.4431,low 5064,Botswana,2025,rural,Health,Mid_Level,2.64,121908,0.1162,107738,0.4459,48039,85,0.8451,0.8896,604.85,0.0948,0.8033,0.6199,0.8207,high 5065,Ethiopia,2022,rural,Administration,Mid_Level,119.93,1554129,0.2881,1106394,0.2008,222130,12,0.5157,0.6677,87.99,0.0555,0.4104,0.1672,0.4161,low 5066,DRC,2022,rural,Health,Junior,98.59,609427,0.3398,402364,0.1663,66925,12,0.5467,0.6411,106.92,0.049,0.3406,0.2062,0.3875,low 5067,Senegal,2022,capital,Finance,Director,17.07,340314,0.1116,302331,0.5004,151292,38,0.6074,0.8227,572.5,0.063,0.6858,0.4257,0.6768,high 5068,Senegal,2022,rural,Security,Mid_Level,17.07,400931,0.1617,336110,0.3738,125638,40,0.5694,0.8222,294.12,0.0622,0.6711,0.3822,0.6317,moderate 5069,Ethiopia,2021,urban,Administration,Mid_Level,117.0,1260364,0.2443,952396,0.3027,288265,16,0.5241,0.6654,142.78,0.052,0.3955,0.1767,0.4616,low 5070,Rwanda,2022,urban,Social_Services,Mid_Level,13.35,452262,0.088,412445,0.6577,271263,77,0.7327,0.8756,561.79,0.0798,0.95,0.5452,0.8658,high 5071,Tanzania,2024,remote,Security,Senior,67.0,1101837,0.2167,863067,0.1975,170476,23,0.5326,0.6996,269.43,0.0659,0.6114,0.4178,0.5106,moderate 5072,South Africa,2023,rural,Administration,Mid_Level,61.51,3373280,0.1361,2914080,0.4008,1167914,68,0.8571,0.8668,647.21,0.0924,0.95,0.71,0.7822,high 5073,Botswana,2025,urban,Finance,Junior,2.64,133782,0.0845,122478,0.6034,73904,76,0.7637,0.8574,648.94,0.085,0.7803,0.5345,0.8298,high 5074,Ghana,2022,capital,Health,Junior,32.62,706961,0.128,616474,0.5252,323775,37,0.6983,0.7247,223.4,0.0544,0.7429,0.3535,0.6601,high 5075,Uganda,2023,rural,Finance,Senior,47.48,343419,0.2096,271443,0.2708,73517,19,0.6407,0.7606,303.99,0.0548,0.6689,0.4691,0.5407,moderate 5076,Tanzania,2021,capital,Security,Mid_Level,61.31,1187806,0.1233,1041378,0.4235,441046,25,0.6561,0.7335,244.61,0.054,0.5553,0.3539,0.5885,moderate 5077,Botswana,2024,remote,Justice,Junior,2.6,123318,0.1249,107917,0.3286,35459,54,0.7383,0.8365,404.89,0.0815,0.95,0.6633,0.7227,high 5078,Ethiopia,2022,urban,Health,Junior,119.93,1365817,0.2165,1070152,0.3222,344829,13,0.521,0.6267,99.42,0.0584,0.419,0.2188,0.4667,low 5079,Uganda,2018,rural,Education,Junior,40.56,372289,0.2897,264444,0.2489,65818,24,0.6206,0.8228,202.24,0.0531,0.6832,0.332,0.5247,moderate 5080,Nigeria,2024,capital,Justice,Junior,230.0,4931619,0.1165,4357102,0.4124,1796937,21,0.612,0.6998,229.52,0.0693,0.6144,0.3463,0.5775,moderate 5081,Uganda,2023,capital,Security,Junior,47.48,429332,0.15,364930,0.3884,141747,27,0.6352,0.7057,185.61,0.0615,0.6634,0.3543,0.5847,moderate 5082,Senegal,2024,capital,ICT,Mid_Level,18.0,408557,0.1071,364819,0.4253,155156,30,0.6882,0.8132,203.7,0.0696,0.6253,0.4313,0.6322,moderate 5083,Tanzania,2025,capital,Health,Mid_Level,69.01,1287975,0.1265,1124989,0.4604,517906,33,0.5589,0.8195,199.12,0.0704,0.7004,0.4498,0.6539,high 5084,Ghana,2024,capital,Security,Junior,34.0,819471,0.1132,726731,0.5622,408565,42,0.6902,0.709,229.32,0.0687,0.6917,0.3936,0.6821,high 5085,Kenya,2019,rural,Education,Director,49.57,1703696,0.1342,1475077,0.3814,562554,41,0.6116,0.8597,1390.91,0.0794,0.95,0.5594,0.6942,high 5086,Ethiopia,2025,rural,Education,Mid_Level,129.15,1522856,0.3302,1019956,0.1947,198559,16,0.603,0.7114,90.53,0.0629,0.374,0.1914,0.4194,low 5087,Uganda,2021,urban,Infrastructure,Junior,44.58,394090,0.2144,309606,0.3139,97178,16,0.5501,0.7753,265.22,0.053,0.6599,0.3233,0.5295,moderate 5088,Tanzania,2019,urban,Security,Senior,57.79,922602,0.1202,811688,0.3639,295370,28,0.5359,0.7931,414.78,0.0651,0.6099,0.4081,0.6017,moderate 5089,Kenya,2020,urban,Health,Junior,50.61,1549508,0.099,1396093,0.6242,871406,67,0.8107,0.911,453.63,0.0897,0.8353,0.6641,0.8354,high 5090,DRC,2021,rural,Agriculture,Senior,95.53,526969,0.3889,322054,0.1473,47439,8,0.5153,0.5893,196.93,0.0525,0.4181,0.2327,0.3631,low 5091,DRC,2022,rural,Finance,Junior,98.59,579200,0.3239,391584,0.1507,58998,12,0.55,0.7032,138.52,0.0651,0.4374,0.1984,0.4057,low 5092,DRC,2025,urban,Education,Senior,108.36,708839,0.243,536573,0.2231,119725,14,0.4774,0.6844,163.66,0.0703,0.3478,0.2115,0.4386,low 5093,Uganda,2024,capital,Administration,Junior,49.0,336813,0.1785,276679,0.332,91867,28,0.6143,0.8066,275.16,0.0705,0.6582,0.3721,0.5824,moderate 5094,Tanzania,2018,urban,Administration,Executive,56.11,869684,0.1251,760874,0.3647,277515,27,0.6005,0.8222,912.36,0.0622,0.7076,0.3224,0.6037,moderate 5095,Nigeria,2024,rural,Administration,Director,230.0,4691857,0.2297,3614328,0.3576,1292329,36,0.6598,0.697,576.73,0.069,0.5687,0.4619,0.5796,moderate 5096,DRC,2023,remote,Finance,Junior,101.74,696461,0.4351,393462,0.1235,48595,15,0.5558,0.5957,101.88,0.063,0.4208,0.2005,0.3611,low 5097,Uganda,2023,rural,Health,Mid_Level,47.48,422815,0.2076,335031,0.2736,91673,23,0.6309,0.8087,308.25,0.0677,0.6369,0.3485,0.5438,moderate 5098,Ghana,2023,rural,Health,Mid_Level,33.3,892723,0.1708,740212,0.4029,298230,46,0.618,0.7014,188.89,0.0701,0.5846,0.4056,0.6272,moderate 5099,Uganda,2018,rural,Finance,Junior,40.56,342072,0.2489,256918,0.2592,66580,28,0.578,0.8239,300.8,0.0519,0.6211,0.3703,0.5453,moderate 5100,DRC,2023,urban,Education,Mid_Level,101.74,660931,0.2757,478733,0.2142,102567,13,0.5671,0.6965,134.92,0.0627,0.4039,0.1834,0.4304,low 5101,Botswana,2022,remote,Administration,Junior,2.52,109947,0.131,95547,0.405,38694,69,0.8661,0.7868,536.32,0.0795,0.9335,0.7322,0.7756,high 5102,Mozambique,2024,capital,Social_Services,Executive,33.0,356360,0.1574,300255,0.2637,79171,13,0.633,0.6389,595.93,0.0665,0.373,0.1807,0.4603,low 5103,Kenya,2021,urban,Infrastructure,Junior,51.68,1875467,0.1091,1670765,0.5248,876810,47,0.7731,0.8834,354.07,0.0771,0.8066,0.5813,0.7427,high 5104,Tanzania,2024,capital,Education,Junior,67.0,1303215,0.1177,1149830,0.4345,499550,21,0.6554,0.8052,293.35,0.068,0.7466,0.4063,0.6178,moderate 5105,Rwanda,2024,rural,Finance,Junior,14.0,428546,0.1123,380425,0.4592,174705,84,0.7578,0.7828,442.2,0.0813,0.8321,0.57,0.8044,high 5106,Senegal,2025,rural,Education,Junior,18.49,364057,0.145,311283,0.3039,94610,23,0.6466,0.7141,304.1,0.0706,0.6469,0.3604,0.5551,moderate 5107,DRC,2023,remote,Justice,Junior,101.74,669719,0.4306,381330,0.1155,44047,9,0.5424,0.681,111.23,0.0709,0.3513,0.1617,0.3472,critical 5108,DRC,2022,capital,Security,Junior,98.59,575751,0.22,449112,0.2074,93146,10,0.5315,0.6844,147.69,0.0545,0.3499,0.1892,0.4284,low 5109,Ghana,2020,urban,Agriculture,Junior,31.29,724468,0.1049,648480,0.5461,354123,42,0.7392,0.7034,302.51,0.0697,0.7173,0.3261,0.6752,high 5110,Botswana,2020,remote,Infrastructure,Senior,2.45,103918,0.1439,88964,0.3613,32142,79,0.7302,0.8432,924.2,0.0917,0.95,0.5475,0.7781,high 5111,Ethiopia,2022,urban,ICT,Mid_Level,119.93,1612350,0.1923,1302322,0.314,408993,14,0.5536,0.6919,98.34,0.0519,0.3376,0.2032,0.4733,low 5112,Rwanda,2023,remote,Justice,Mid_Level,13.67,411186,0.1238,360274,0.3214,115800,88,0.8153,0.8184,617.8,0.0919,0.95,0.6902,0.8062,high 5113,DRC,2020,rural,Justice,Mid_Level,92.57,536745,0.2847,383918,0.1597,61308,12,0.5706,0.5867,128.97,0.0677,0.4004,0.1962,0.3964,low 5114,Nigeria,2025,rural,Social_Services,Junior,235.75,4282144,0.2456,3230535,0.352,1137151,23,0.6743,0.7844,219.86,0.0532,0.6795,0.3356,0.5533,moderate 5115,Nigeria,2023,rural,Infrastructure,Senior,224.39,4722853,0.2166,3699882,0.3051,1128979,32,0.7174,0.6927,300.46,0.0639,0.7445,0.3999,0.5705,moderate 5116,Senegal,2021,remote,Education,Junior,16.62,357022,0.1905,289023,0.2162,62488,31,0.6395,0.6936,244.17,0.0554,0.5742,0.4666,0.542,moderate 5117,Kenya,2020,urban,Infrastructure,Junior,50.61,1806780,0.0849,1653396,0.59,975550,40,0.7178,0.9118,644.12,0.0927,0.95,0.5576,0.7638,high 5118,Senegal,2018,capital,Social_Services,Senior,15.34,309406,0.0902,281505,0.4388,123520,42,0.6181,0.8022,434.66,0.0673,0.6751,0.3541,0.6654,high 5119,Nigeria,2019,remote,Infrastructure,Mid_Level,203.29,4102857,0.246,3093720,0.2484,768346,36,0.5926,0.6994,184.89,0.0697,0.6865,0.4337,0.5575,moderate 5120,Nigeria,2018,urban,Health,Mid_Level,198.33,3779037,0.1878,3069392,0.4574,1404017,23,0.5355,0.6933,212.43,0.0713,0.7446,0.3659,0.59,moderate 5121,South Africa,2019,capital,Infrastructure,Mid_Level,59.58,3108811,0.0885,2833657,0.6511,1845027,58,0.6696,0.8712,396.2,0.0755,0.95,0.6738,0.8287,high 5122,South Africa,2025,capital,Health,Mid_Level,62.5,3035300,0.0904,2761014,0.6005,1657852,63,0.7263,0.82,464.43,0.0884,0.8369,0.6525,0.807,high 5123,Ethiopia,2025,capital,Security,Mid_Level,129.15,1513879,0.2201,1180697,0.328,387320,16,0.5013,0.6562,96.05,0.0499,0.3812,0.1679,0.4703,low 5124,DRC,2018,remote,Administration,Junior,86.92,466733,0.3936,283010,0.1034,29264,10,0.5733,0.6161,140.06,0.0701,0.3359,0.2032,0.3488,critical 5125,Mozambique,2018,rural,Health,Mid_Level,28.12,275089,0.318,187609,0.1693,31766,13,0.4813,0.6032,126.21,0.0714,0.4012,0.2122,0.3971,low 5126,Botswana,2022,capital,Administration,Executive,2.52,101852,0.0705,94669,0.7646,72382,84,0.8563,0.8291,1855.93,0.0768,0.95,0.7205,0.9249,high 5127,Kenya,2024,capital,Education,Senior,55.0,1704718,0.076,1575182,0.6844,1078115,54,0.7255,0.8152,566.71,0.0917,0.8231,0.6569,0.8074,high 5128,Kenya,2022,urban,Social_Services,Junior,52.76,1770483,0.1021,1589773,0.4945,786104,65,0.7324,0.8662,352.84,0.0813,0.8299,0.6073,0.7842,high 5129,Mozambique,2025,rural,Security,Executive,33.89,306250,0.2216,238388,0.2023,48221,12,0.5939,0.6508,401.35,0.0634,0.3893,0.1751,0.4292,low 5130,Uganda,2024,urban,Education,Mid_Level,49.0,382542,0.1772,314763,0.3639,114555,24,0.5288,0.8093,230.86,0.0527,0.5777,0.4639,0.5822,moderate 5131,Kenya,2018,rural,Health,Senior,48.55,1908547,0.1143,1690454,0.3614,610853,37,0.737,0.874,953.65,0.0794,0.95,0.7666,0.707,high 5132,Ghana,2020,capital,Education,Mid_Level,31.29,828060,0.1333,717671,0.5926,425319,28,0.6892,0.8017,207.28,0.0694,0.5968,0.4039,0.6552,high 5133,Senegal,2024,capital,Security,Mid_Level,18.0,397142,0.1056,355208,0.4357,154748,25,0.5418,0.6977,242.38,0.0624,0.5786,0.4392,0.6015,moderate 5134,Kenya,2024,capital,Health,Junior,55.0,2015692,0.0701,1874451,0.5954,1116075,67,0.7727,0.7945,533.48,0.0754,0.95,0.7672,0.8397,high 5135,Ethiopia,2019,remote,Justice,Junior,111.37,1467164,0.3201,997475,0.1331,132718,17,0.5418,0.7048,115.89,0.0627,0.4188,0.2276,0.4161,low 5136,Kenya,2019,capital,Administration,Junior,49.57,1806449,0.0696,1680752,0.6554,1101574,42,0.7277,0.8911,526.41,0.0688,0.8459,0.531,0.7728,high 5137,Ethiopia,2020,urban,Finance,Executive,114.15,1462380,0.2111,1153735,0.3157,364186,13,0.5292,0.5933,547.74,0.0529,0.359,0.1877,0.4523,low 5138,Kenya,2024,rural,Infrastructure,Director,55.0,1882964,0.1313,1635758,0.4696,768102,53,0.7037,0.7699,1535.4,0.07,0.8983,0.7265,0.745,high 5139,Senegal,2022,rural,Social_Services,Senior,17.07,328096,0.1335,284310,0.3737,106241,28,0.6499,0.7544,473.32,0.0541,0.7097,0.3855,0.6027,moderate 5140,Kenya,2019,urban,Infrastructure,Junior,49.57,1574799,0.11,1401619,0.6004,841581,58,0.6999,0.8568,361.56,0.0686,0.95,0.5745,0.7986,high 5141,Ghana,2021,remote,Security,Junior,31.94,786471,0.2069,623776,0.271,169042,45,0.6914,0.7899,229.78,0.0647,0.636,0.4428,0.6049,moderate 5142,Tanzania,2023,urban,Education,Senior,65.05,1205142,0.145,1030368,0.4555,469313,22,0.5919,0.7044,316.41,0.0626,0.575,0.3439,0.5801,moderate 5143,Botswana,2019,urban,ICT,Mid_Level,2.41,113600,0.0836,104102,0.6018,62652,79,0.7031,0.8906,458.94,0.0792,0.9155,0.5839,0.8606,high 5144,Kenya,2023,capital,Health,Junior,53.87,2074827,0.0812,1906378,0.7108,1354982,37,0.5544,0.9174,407.63,0.0709,0.95,0.567,0.7892,high 5145,Uganda,2022,capital,Administration,Mid_Level,46.01,362437,0.1588,304883,0.3681,112219,19,0.6581,0.7208,210.65,0.059,0.6027,0.3634,0.5545,moderate 5146,Mozambique,2020,capital,Administration,Junior,29.66,254094,0.1991,203504,0.2767,56313,16,0.5696,0.6574,111.71,0.0684,0.4301,0.1892,0.4699,low 5147,Mozambique,2019,rural,Health,Junior,28.88,278718,0.2562,207309,0.1692,35075,18,0.5915,0.6645,141.76,0.0499,0.3499,0.195,0.4274,low 5148,South Africa,2021,capital,Education,Junior,60.54,3249513,0.1054,2906923,0.7416,2155715,64,0.704,0.8942,395.55,0.0842,0.9428,0.5812,0.8556,high 5149,Uganda,2019,capital,Security,Junior,41.86,384981,0.1771,316813,0.3327,105390,20,0.4955,0.769,312.64,0.0659,0.6042,0.3486,0.5495,moderate 5150,Uganda,2025,capital,Security,Junior,50.57,380462,0.1375,328132,0.3514,115298,16,0.5675,0.7425,254.86,0.0496,0.7097,0.3399,0.5598,moderate 5151,Tanzania,2024,urban,Finance,Mid_Level,67.0,1244134,0.1422,1067157,0.3884,414490,26,0.5253,0.6993,284.91,0.0641,0.6182,0.4468,0.5879,moderate 5152,Rwanda,2024,urban,ICT,Junior,14.0,394137,0.0608,370188,0.5375,198980,89,0.8892,0.7973,553.19,0.0692,0.8845,0.7795,0.8777,high 5153,Ethiopia,2020,rural,Health,Junior,114.15,1289916,0.3337,859413,0.1874,161085,13,0.4962,0.6469,103.58,0.0523,0.382,0.1978,0.4009,low 5154,Uganda,2020,remote,Health,Mid_Level,43.2,348429,0.3005,243735,0.2052,50011,17,0.6413,0.8,286.6,0.071,0.7359,0.3523,0.4975,low 5155,Senegal,2025,rural,Finance,Mid_Level,18.49,414265,0.1523,351176,0.3253,114223,35,0.7021,0.818,274.9,0.0707,0.7402,0.4241,0.6199,moderate 5156,Botswana,2020,urban,Administration,Junior,2.45,118254,0.1039,105962,0.7312,77483,85,0.896,0.9327,638.28,0.0841,0.9373,0.7532,0.9283,high 5157,South Africa,2024,urban,Security,Junior,62.0,3734750,0.1161,3301105,0.5643,1862765,55,0.723,0.9344,530.01,0.0654,0.7932,0.6261,0.7816,high 5158,Botswana,2024,urban,ICT,Junior,2.6,118660,0.105,106198,0.683,72531,67,0.7264,0.901,629.08,0.0777,0.95,0.5563,0.8478,high 5159,Mozambique,2023,urban,Health,Mid_Level,32.13,325508,0.207,258119,0.2757,71174,17,0.5477,0.6814,136.09,0.0606,0.404,0.2007,0.4724,low 5160,DRC,2023,urban,Social_Services,Mid_Level,101.74,649468,0.3005,454311,0.2148,97579,15,0.5426,0.7033,124.75,0.0617,0.4338,0.2364,0.4386,low 5161,South Africa,2019,capital,Justice,Junior,59.58,2814899,0.0949,2547635,0.6701,1707164,69,0.6768,0.8511,355.26,0.0864,0.95,0.6128,0.8502,high 5162,Tanzania,2025,remote,Education,Junior,69.01,1178877,0.2694,861294,0.2135,183907,26,0.5399,0.7092,313.94,0.0699,0.6103,0.432,0.5116,moderate 5163,Tanzania,2023,urban,Security,Senior,65.05,1267295,0.1414,1088092,0.4166,453350,32,0.6751,0.8159,451.42,0.0494,0.6922,0.3414,0.6246,moderate 5164,Mozambique,2024,capital,Education,Junior,33.0,372850,0.2142,292988,0.2841,83227,18,0.5789,0.6682,88.96,0.0551,0.4031,0.1788,0.4709,low 5165,Uganda,2022,remote,Justice,Mid_Level,46.01,343651,0.3039,239228,0.1708,40854,17,0.653,0.8125,267.63,0.0631,0.6072,0.3826,0.4801,low 5166,Mozambique,2019,remote,Social_Services,Junior,28.88,276933,0.2703,202081,0.1306,26396,15,0.5018,0.704,85.67,0.0615,0.3803,0.192,0.4154,low 5167,DRC,2019,rural,Education,Mid_Level,89.7,508463,0.3909,309705,0.1432,44363,14,0.5966,0.6981,155.05,0.0619,0.4169,0.2056,0.3901,low 5168,Ghana,2025,rural,Social_Services,Junior,34.71,749384,0.141,643689,0.3807,245028,45,0.6274,0.7635,253.79,0.0638,0.5974,0.3555,0.6322,moderate 5169,Uganda,2024,capital,Security,Junior,49.0,345332,0.1507,293283,0.3715,108940,29,0.6079,0.7393,290.63,0.0545,0.6689,0.432,0.5987,moderate 5170,South Africa,2024,capital,Security,Junior,62.0,3282842,0.1005,2953018,0.7683,2268748,68,0.8164,0.7938,443.04,0.0732,0.8265,0.6295,0.8516,high 5171,Nigeria,2021,urban,Social_Services,Mid_Level,213.58,4649518,0.1769,3826924,0.3931,1504190,38,0.6814,0.7947,314.25,0.0676,0.6616,0.3968,0.6241,moderate 5172,Nigeria,2022,remote,Health,Junior,218.92,4095039,0.2569,3043088,0.2412,733905,34,0.5422,0.7397,218.55,0.0657,0.606,0.3575,0.5384,moderate 5173,Rwanda,2019,urban,Health,Mid_Level,12.43,416038,0.0664,388411,0.5997,232932,92,0.95,0.8979,405.98,0.078,0.95,0.5829,0.9013,high 5174,Mozambique,2019,urban,Health,Mid_Level,28.88,299167,0.1931,241386,0.2383,57524,17,0.6175,0.6913,84.44,0.0491,0.4388,0.1782,0.4692,low 5175,Kenya,2021,capital,Education,Senior,51.68,1566100,0.0823,1437264,0.6457,928005,45,0.7455,0.7656,717.21,0.0913,0.8053,0.5699,0.7557,high 5176,Senegal,2023,urban,Education,Mid_Level,17.53,400868,0.1232,351498,0.4414,155157,34,0.7157,0.8176,269.88,0.0609,0.6973,0.4654,0.6535,high 5177,Senegal,2019,urban,Health,Director,15.76,379636,0.0942,343877,0.5083,174778,37,0.7185,0.8027,530.31,0.055,0.6184,0.4313,0.6714,high 5178,Mozambique,2023,rural,Infrastructure,Mid_Level,32.13,304446,0.3026,212329,0.1912,40598,20,0.5207,0.6171,113.19,0.0534,0.4029,0.2172,0.4267,low 5179,Ghana,2019,capital,Agriculture,Executive,30.64,726419,0.118,640688,0.472,302375,39,0.6678,0.7601,991.44,0.0588,0.7212,0.3221,0.6543,high 5180,Rwanda,2020,urban,Social_Services,Junior,12.73,334920,0.0642,313422,0.5322,166800,79,0.8234,0.8074,406.68,0.0931,0.9335,0.7393,0.8529,high 5181,South Africa,2020,urban,Education,Junior,60.06,3077111,0.0959,2781988,0.7188,1999639,58,0.6493,0.8444,611.16,0.0946,0.774,0.7734,0.8321,high 5182,Ghana,2020,rural,Justice,Director,31.29,761019,0.1859,619549,0.3842,238048,33,0.6938,0.8088,650.07,0.0677,0.6743,0.4463,0.6155,moderate 5183,DRC,2022,rural,Health,Junior,98.59,576179,0.3749,360173,0.1356,48832,8,0.487,0.6968,147.88,0.0551,0.4113,0.2163,0.3775,low 5184,Mozambique,2018,urban,Health,Junior,28.12,261439,0.1674,217665,0.2949,64196,18,0.5111,0.6155,86.65,0.0552,0.339,0.1798,0.4711,low 5185,Botswana,2021,rural,Social_Services,Junior,2.49,103384,0.1005,92997,0.4765,44308,54,0.6591,0.921,542.43,0.0917,0.9219,0.7331,0.7826,high 5186,Tanzania,2020,capital,Infrastructure,Director,59.53,1179219,0.1105,1048865,0.4964,520642,27,0.5936,0.7182,672.67,0.0619,0.7134,0.4664,0.6397,moderate 5187,Ghana,2023,capital,Health,Mid_Level,33.3,746000,0.1172,658534,0.4906,323062,31,0.5461,0.8006,263.43,0.0563,0.6299,0.3415,0.6381,moderate 5188,Botswana,2024,urban,Health,Junior,2.6,107980,0.0849,98808,0.7606,75152,77,0.7459,0.8196,479.93,0.0692,0.8513,0.6002,0.8795,high 5189,Ghana,2019,urban,Finance,Senior,30.64,807474,0.1042,723355,0.5018,362948,31,0.5306,0.7598,307.3,0.0635,0.6033,0.3587,0.6371,moderate 5190,Rwanda,2022,urban,Social_Services,Junior,13.35,459055,0.0716,426165,0.6853,292042,59,0.836,0.9289,437.12,0.0705,0.9381,0.5557,0.8396,high 5191,Nigeria,2020,remote,Justice,Senior,208.37,4634264,0.2824,3325619,0.2492,828770,34,0.6153,0.69,399.75,0.0672,0.5982,0.3492,0.5249,moderate 5192,Tanzania,2025,capital,Infrastructure,Mid_Level,69.01,1091262,0.1262,953560,0.4604,439029,19,0.5621,0.7461,258.38,0.049,0.7267,0.4577,0.6114,moderate 5193,Nigeria,2024,urban,Justice,Senior,230.0,5239145,0.1774,4309603,0.38,1637722,23,0.5935,0.7814,450.45,0.0483,0.6371,0.3878,0.5778,moderate 5194,Rwanda,2023,urban,Social_Services,Mid_Level,13.67,407766,0.0677,380172,0.6266,238214,62,0.7811,0.7907,413.61,0.0777,0.9151,0.768,0.8316,high 5195,Ghana,2022,urban,Social_Services,Junior,32.62,696698,0.1137,617495,0.5054,312098,40,0.7197,0.7655,192.42,0.067,0.5549,0.4329,0.6615,high 5196,DRC,2022,rural,Justice,Junior,98.59,575678,0.3953,348090,0.1332,46381,14,0.5808,0.7031,87.31,0.0674,0.3937,0.1799,0.3823,low 5197,Kenya,2021,remote,Finance,Junior,51.68,1572892,0.1269,1373287,0.285,391347,54,0.6838,0.9138,585.81,0.0789,0.8364,0.6278,0.708,high 5198,Ethiopia,2023,capital,Administration,Mid_Level,122.93,1679818,0.2089,1328947,0.2991,397554,14,0.4738,0.5924,91.41,0.0574,0.3651,0.1921,0.4521,low 5199,Kenya,2021,urban,Infrastructure,Director,51.68,1821024,0.1066,1626895,0.62,1008611,49,0.6416,0.7704,916.76,0.071,0.95,0.5474,0.7661,high 5200,Tanzania,2024,urban,Security,Junior,67.0,1312376,0.1159,1160331,0.4032,467803,20,0.6418,0.7633,256.85,0.0545,0.6522,0.3233,0.5839,moderate 5201,Rwanda,2021,capital,Administration,Junior,13.04,392479,0.0538,371346,0.7029,261033,59,0.8461,0.8148,549.63,0.0947,0.95,0.6109,0.8381,high 5202,Ghana,2025,capital,Security,Mid_Level,34.71,830593,0.1268,725239,0.5415,392717,45,0.6218,0.8093,254.96,0.0583,0.5984,0.3365,0.6811,high 5203,Ghana,2020,urban,Agriculture,Mid_Level,31.29,674901,0.1488,574507,0.4628,265857,41,0.7251,0.7376,240.66,0.0491,0.6321,0.4699,0.6518,high 5204,Rwanda,2020,rural,Security,Senior,12.73,347135,0.1076,309782,0.3843,119052,74,0.8496,0.7925,956.44,0.079,0.8957,0.7504,0.7877,high 5205,DRC,2024,remote,Security,Mid_Level,105.0,578918,0.4607,312209,0.1213,37860,10,0.6156,0.6482,136.08,0.064,0.3327,0.1965,0.3403,critical 5206,Rwanda,2022,remote,Health,Mid_Level,13.35,392926,0.1245,344001,0.294,101143,76,0.6945,0.8354,471.66,0.0696,0.95,0.7052,0.7732,high 5207,Rwanda,2025,rural,Infrastructure,Mid_Level,14.34,387231,0.0868,353616,0.435,153826,61,0.8043,0.8155,376.2,0.0827,0.9251,0.5879,0.7632,high 5208,South Africa,2019,urban,Justice,Junior,59.58,3390596,0.1271,2959491,0.6965,2061273,44,0.7705,0.8771,427.63,0.0921,0.932,0.5617,0.7833,high 5209,Botswana,2024,rural,Education,Mid_Level,2.6,113461,0.0944,102750,0.4959,50950,56,0.6489,0.7807,417.03,0.0883,0.8714,0.5562,0.7502,high 5210,DRC,2019,rural,Finance,Mid_Level,89.7,465895,0.3667,295048,0.1777,52417,14,0.593,0.6108,113.2,0.0517,0.4207,0.2194,0.3934,low 5211,South Africa,2018,rural,Agriculture,Executive,59.11,3592706,0.1328,3115470,0.5153,1605368,47,0.6983,0.8509,1728.65,0.0871,0.9198,0.6817,0.7509,high 5212,Ethiopia,2023,urban,Health,Junior,122.93,1331572,0.2428,1008206,0.2645,266688,13,0.5431,0.6936,144.8,0.0533,0.3793,0.1796,0.4478,low 5213,Uganda,2025,urban,Health,Junior,50.57,447748,0.1813,366574,0.401,146986,24,0.6019,0.7972,284.55,0.062,0.5691,0.4484,0.5863,moderate 5214,Botswana,2024,rural,Health,Executive,2.6,114806,0.1043,102828,0.5308,54577,78,0.6903,0.8203,1962.03,0.0912,0.7789,0.7154,0.8241,high 5215,Botswana,2025,remote,Education,Mid_Level,2.64,117925,0.1538,99784,0.3796,37879,83,0.8901,0.8578,649.21,0.094,0.8144,0.6853,0.7926,high 5216,DRC,2025,remote,Administration,Mid_Level,108.36,567868,0.3389,375440,0.11,41312,12,0.6179,0.6362,129.13,0.0608,0.3591,0.1851,0.3727,low 5217,DRC,2020,rural,Security,Mid_Level,92.57,637289,0.3089,440421,0.1669,73511,9,0.5282,0.6862,118.43,0.0621,0.3874,0.1781,0.3965,low 5218,Mozambique,2024,rural,Justice,Director,33.0,349048,0.222,271550,0.1945,52807,18,0.5242,0.6621,331.15,0.0614,0.3494,0.2108,0.4435,low 5219,Ethiopia,2018,capital,Social_Services,Mid_Level,108.65,1339215,0.1834,1093611,0.3182,347971,10,0.4629,0.7025,104.62,0.0673,0.3919,0.166,0.4699,low 5220,Uganda,2018,capital,Infrastructure,Junior,40.56,371024,0.1416,318477,0.3779,120359,15,0.5791,0.6892,277.11,0.0653,0.7448,0.3554,0.56,moderate 5221,Nigeria,2023,urban,Education,Senior,224.39,5013433,0.1429,4296783,0.4417,1897678,34,0.6053,0.6981,446.19,0.0606,0.6067,0.3244,0.6075,moderate 5222,Kenya,2024,urban,Infrastructure,Junior,55.0,1684008,0.0891,1534036,0.5255,806162,37,0.585,0.8761,425.27,0.0949,0.95,0.6099,0.739,high 5223,Nigeria,2024,capital,Finance,Junior,230.0,5114676,0.1347,4425805,0.4206,1861621,33,0.6586,0.7233,286.27,0.0634,0.5826,0.3523,0.606,moderate 5224,Tanzania,2023,rural,Health,Junior,65.05,1027812,0.2198,801856,0.2897,232319,27,0.5435,0.7453,319.55,0.0688,0.6464,0.4609,0.5575,moderate 5225,Botswana,2021,urban,Education,Mid_Level,2.49,118667,0.0742,109859,0.7685,84423,57,0.7852,0.9252,437.97,0.0952,0.95,0.7107,0.8709,high 5226,Mozambique,2018,rural,Finance,Senior,28.12,280435,0.2565,208499,0.183,38145,23,0.6122,0.6497,208.5,0.0547,0.4316,0.2099,0.4507,low 5227,Nigeria,2020,capital,Infrastructure,Senior,208.37,3951570,0.1659,3295879,0.473,1559008,36,0.5713,0.7568,482.55,0.0584,0.7043,0.4328,0.644,moderate 5228,DRC,2020,remote,Finance,Junior,92.57,582649,0.3719,365952,0.1313,48049,8,0.5954,0.6554,132.17,0.071,0.4439,0.2282,0.3754,low 5229,DRC,2024,rural,Education,Junior,105.0,644865,0.3015,450428,0.1608,72429,12,0.5838,0.667,146.26,0.0581,0.399,0.2084,0.4056,low 5230,South Africa,2020,rural,Education,Senior,60.06,3572359,0.1438,3058653,0.48,1468050,72,0.8079,0.8365,837.23,0.0769,0.9041,0.7781,0.8077,high 5231,Kenya,2021,remote,Justice,Junior,51.68,2026851,0.1355,1752236,0.3545,621086,59,0.7463,0.8411,628.98,0.0899,0.9235,0.732,0.744,high 5232,South Africa,2022,rural,Security,Junior,61.02,2959937,0.1738,2445590,0.4371,1069085,74,0.8037,0.7886,579.87,0.088,0.95,0.7563,0.7898,high 5233,Ethiopia,2023,rural,Infrastructure,Senior,122.93,1442916,0.288,1027311,0.2143,220135,17,0.4984,0.648,127.45,0.06,0.3822,0.1649,0.426,low 5234,Uganda,2020,urban,Administration,Junior,43.2,302829,0.1815,247878,0.3728,92396,28,0.6804,0.7409,269.96,0.0712,0.5816,0.4613,0.5832,moderate 5235,South Africa,2024,remote,ICT,Junior,62.0,3345748,0.1728,2767570,0.3268,904535,70,0.8687,0.8427,574.31,0.0705,0.897,0.5211,0.7317,high 5236,Botswana,2024,capital,Health,Junior,2.6,112011,0.0853,102458,0.7188,73644,59,0.6274,0.8979,371.95,0.075,0.8407,0.7683,0.8515,high 5237,DRC,2022,capital,Security,Senior,98.59,621377,0.2261,480874,0.2218,106674,12,0.4726,0.6142,225.4,0.0651,0.3426,0.2136,0.4267,low 5238,Botswana,2025,rural,Agriculture,Mid_Level,2.64,121999,0.1351,105522,0.4716,49768,78,0.8464,0.7872,421.6,0.0923,0.862,0.6264,0.7961,high 5239,Ethiopia,2020,rural,Health,Junior,114.15,1369704,0.331,916397,0.1901,174180,13,0.5564,0.6903,134.54,0.0491,0.3724,0.1774,0.4058,low 5240,Senegal,2018,urban,Agriculture,Senior,15.34,376482,0.1059,336597,0.4206,141571,34,0.6678,0.7579,449.24,0.0575,0.6172,0.4107,0.6301,moderate 5241,Mozambique,2023,urban,Education,Director,32.13,341356,0.2107,269425,0.2408,64872,22,0.5931,0.6201,275.07,0.0569,0.3355,0.1927,0.4584,low 5242,Ghana,2020,urban,Agriculture,Junior,31.29,672031,0.1475,572874,0.4431,253828,34,0.6794,0.8069,271.92,0.0538,0.6819,0.3844,0.6365,moderate 5243,South Africa,2023,urban,Health,Mid_Level,61.51,2812242,0.1256,2459004,0.6082,1495655,73,0.7922,0.7708,541.55,0.0906,0.7858,0.7137,0.8187,high 5244,Nigeria,2024,rural,Infrastructure,Mid_Level,230.0,4585631,0.1996,3670292,0.2699,990434,29,0.6683,0.6826,180.59,0.0521,0.6101,0.4,0.5435,moderate 5245,South Africa,2024,capital,Justice,Mid_Level,62.0,3285244,0.0933,2978708,0.6146,1830741,47,0.6535,0.8552,454.82,0.0819,0.95,0.5537,0.7765,high 5246,Senegal,2025,capital,Infrastructure,Mid_Level,18.49,430709,0.1112,382810,0.5312,203346,23,0.5913,0.7319,314.19,0.0709,0.6025,0.4339,0.6259,moderate 5247,Kenya,2019,rural,Education,Mid_Level,49.57,1488870,0.1362,1286058,0.4061,522282,60,0.6493,0.9126,549.64,0.0759,0.8667,0.5968,0.7507,high 5248,Senegal,2022,capital,Security,Senior,17.07,347668,0.0863,317670,0.5698,181011,35,0.6772,0.7699,318.58,0.0672,0.6464,0.3621,0.6747,high 5249,Ghana,2022,remote,Justice,Mid_Level,32.62,758504,0.1914,613299,0.3001,184053,44,0.7493,0.8173,229.82,0.0624,0.6625,0.3686,0.6129,moderate 5250,Nigeria,2022,remote,Administration,Mid_Level,218.92,4043138,0.2977,2839560,0.2591,735595,31,0.618,0.7023,224.47,0.0483,0.638,0.3405,0.521,moderate 5251,Tanzania,2022,capital,Administration,Junior,63.15,1116177,0.1054,998529,0.4459,445276,24,0.5253,0.7651,255.72,0.053,0.741,0.4461,0.6286,moderate 5252,Mozambique,2022,remote,Justice,Mid_Level,31.29,356351,0.3551,229815,0.1251,28747,13,0.4845,0.6312,84.6,0.0614,0.3826,0.1891,0.3768,low 5253,South Africa,2021,urban,ICT,Junior,60.54,3614622,0.1366,3120734,0.6296,1964671,43,0.7422,0.8011,367.54,0.0919,0.95,0.5663,0.7525,high 5254,Mozambique,2020,rural,Health,Mid_Level,29.66,292943,0.3051,203580,0.1952,39745,23,0.6554,0.6297,118.67,0.0705,0.3493,0.1934,0.4288,low 5255,Botswana,2022,urban,Health,Junior,2.52,111284,0.1013,100007,0.7012,70128,59,0.6627,0.8701,404.2,0.0663,0.7825,0.7014,0.8264,high 5256,Ethiopia,2025,rural,Education,Junior,129.15,1445812,0.2711,1053869,0.2145,226038,18,0.5247,0.6317,126.81,0.0586,0.3451,0.1725,0.4274,low 5257,Botswana,2022,urban,Agriculture,Senior,2.52,103088,0.0865,94174,0.6793,63972,55,0.7653,0.8181,803.57,0.0775,0.839,0.5738,0.7997,high 5258,South Africa,2021,capital,Security,Mid_Level,60.54,3487467,0.0908,3170842,0.7825,2481142,60,0.7736,0.9314,505.74,0.0922,0.8622,0.7358,0.8724,high 5259,South Africa,2025,capital,Infrastructure,Senior,62.5,3169565,0.1147,2805877,0.6181,1734361,52,0.7419,0.8401,821.31,0.0817,0.95,0.5512,0.782,high 5260,Nigeria,2022,urban,Administration,Senior,218.92,4137526,0.1785,3398821,0.4387,1491026,26,0.53,0.7,404.01,0.0599,0.5786,0.463,0.5892,moderate 5261,Nigeria,2022,remote,Education,Junior,218.92,4867161,0.2888,3461306,0.2138,739952,27,0.5748,0.7808,207.31,0.0498,0.7121,0.3218,0.5192,moderate 5262,DRC,2022,urban,Finance,Junior,98.59,532187,0.2521,398009,0.207,82385,11,0.4633,0.7056,121.43,0.0584,0.433,0.165,0.4319,low 5263,Ethiopia,2021,rural,Education,Junior,117.0,1261484,0.3182,860045,0.2185,187932,14,0.4893,0.6091,113.05,0.054,0.4177,0.1663,0.4098,low 5264,South Africa,2021,rural,Education,Senior,60.54,3016353,0.1689,2506880,0.4761,1193639,60,0.6618,0.7737,584.94,0.0881,0.95,0.5875,0.7466,high 5265,Kenya,2020,urban,Education,Mid_Level,50.61,1743520,0.0992,1570517,0.5029,789820,60,0.8001,0.9265,546.43,0.0824,0.9322,0.5439,0.7875,high 5266,Ghana,2020,remote,Administration,Director,31.29,822409,0.1868,668819,0.3001,200707,39,0.5765,0.6838,671.31,0.0638,0.6127,0.4698,0.5867,moderate 5267,Mozambique,2019,capital,Education,Mid_Level,28.88,285891,0.1929,230731,0.2554,58936,18,0.5724,0.7027,141.97,0.0691,0.4339,0.168,0.4762,low 5268,Senegal,2022,remote,Social_Services,Director,17.07,323906,0.183,264647,0.2208,58443,25,0.6105,0.8229,721.03,0.0609,0.7155,0.421,0.5591,moderate 5269,Kenya,2018,urban,Health,Junior,48.55,1631712,0.1129,1447531,0.5081,735443,63,0.7077,0.8467,616.07,0.0775,0.95,0.7498,0.8033,high 5270,Senegal,2019,urban,Agriculture,Junior,15.76,340604,0.1231,298663,0.5081,151751,30,0.5765,0.7848,264.55,0.0658,0.7358,0.3567,0.6482,moderate 5271,Ghana,2024,urban,Education,Mid_Level,34.0,795563,0.1014,714857,0.4888,349404,34,0.5452,0.7274,229.19,0.0608,0.6485,0.3462,0.6404,moderate 5272,Botswana,2023,remote,Social_Services,Junior,2.56,117091,0.1287,102022,0.363,37038,82,0.7328,0.925,451.14,0.0838,0.9083,0.6639,0.8096,high 5273,Ethiopia,2023,capital,Education,Senior,122.93,1585843,0.2003,1268153,0.3537,448597,10,0.6052,0.6413,224.53,0.0592,0.4216,0.2387,0.4756,low 5274,Uganda,2024,capital,Justice,Mid_Level,49.0,367198,0.1823,300273,0.3823,114786,23,0.6421,0.7984,245.08,0.0586,0.6331,0.4283,0.5834,moderate 5275,Nigeria,2025,urban,Education,Mid_Level,235.75,4641376,0.129,4042756,0.374,1511880,31,0.6011,0.7686,287.92,0.0562,0.6659,0.3876,0.6094,moderate 5276,Ethiopia,2025,remote,Security,Junior,129.15,1758615,0.3433,1154850,0.1574,181752,18,0.5906,0.6371,86.31,0.067,0.3416,0.1672,0.395,low 5277,Uganda,2019,rural,Administration,Junior,41.86,352762,0.2542,263098,0.2694,70891,25,0.6286,0.7996,191.36,0.0534,0.7172,0.3314,0.5411,moderate 5278,Uganda,2025,urban,Education,Junior,50.57,378476,0.2136,297623,0.37,110105,19,0.6244,0.7813,263.07,0.0586,0.7178,0.3532,0.5609,moderate 5279,South Africa,2025,urban,Administration,Director,62.5,2898505,0.1118,2574524,0.6735,1733873,46,0.6936,0.823,1624.57,0.0704,0.8037,0.6384,0.7731,high 5280,Ghana,2019,rural,Health,Mid_Level,30.64,744862,0.197,598121,0.4092,244734,44,0.6617,0.739,178.19,0.0703,0.7431,0.3537,0.6336,moderate 5281,Rwanda,2021,urban,Infrastructure,Mid_Level,13.04,403628,0.0844,369581,0.5851,216255,55,0.6716,0.7853,531.2,0.0803,0.8144,0.6083,0.7728,high 5282,South Africa,2025,rural,Agriculture,Junior,62.5,3599416,0.131,3127967,0.5263,1646331,62,0.6929,0.7812,571.07,0.0683,0.9007,0.5256,0.7636,high 5283,Ethiopia,2025,rural,Health,Mid_Level,129.15,1539343,0.2454,1161583,0.2059,239135,13,0.5074,0.7067,100.35,0.064,0.4454,0.1616,0.4393,low 5284,Mozambique,2019,rural,Infrastructure,Senior,28.88,287018,0.3135,197036,0.171,33697,17,0.6292,0.6027,188.46,0.0578,0.4004,0.1722,0.4045,low 5285,DRC,2022,rural,Agriculture,Junior,98.59,572016,0.3298,383353,0.1633,62618,15,0.4898,0.7083,145.83,0.0573,0.397,0.1811,0.4099,low 5286,Nigeria,2021,rural,Health,Senior,213.58,4311594,0.2195,3364990,0.3098,1042350,25,0.578,0.7503,358.59,0.062,0.5586,0.4342,0.5469,moderate 5287,DRC,2022,remote,Infrastructure,Junior,98.59,646919,0.4942,327219,0.121,39588,11,0.552,0.6979,90.05,0.0493,0.429,0.1734,0.3491,critical 5288,Kenya,2023,remote,Education,Director,53.87,2060454,0.1691,1711966,0.3151,539486,43,0.6886,0.7728,1183.27,0.0845,0.95,0.5707,0.662,high 5289,Senegal,2018,capital,Social_Services,Junior,15.34,298655,0.1131,264886,0.4393,116353,34,0.6641,0.8103,239.99,0.0643,0.5554,0.4032,0.6339,moderate 5290,Ethiopia,2021,urban,Administration,Mid_Level,117.0,1431599,0.188,1162506,0.3015,350500,14,0.5894,0.6807,143.29,0.0587,0.4341,0.1892,0.4778,low 5291,Tanzania,2023,urban,Administration,Junior,65.05,1068999,0.1654,892163,0.3765,335897,33,0.6963,0.7556,217.7,0.0497,0.6019,0.462,0.605,moderate 5292,Ethiopia,2020,urban,Health,Mid_Level,114.15,1388213,0.2371,1059114,0.3175,336273,11,0.5232,0.665,97.76,0.0545,0.4245,0.1627,0.4561,low 5293,Uganda,2025,rural,Education,Junior,50.57,373399,0.2023,297843,0.2761,82239,26,0.5466,0.7348,243.15,0.0501,0.609,0.3663,0.5412,moderate 5294,Botswana,2024,capital,Education,Mid_Level,2.6,104314,0.0691,97109,0.8,77687,82,0.7355,0.8112,611.04,0.0752,0.8941,0.5675,0.9056,high 5295,Mozambique,2022,capital,Infrastructure,Director,31.29,310737,0.2022,247895,0.287,71156,16,0.6388,0.7146,268.55,0.0717,0.4466,0.1855,0.4816,low 5296,Tanzania,2021,capital,Health,Junior,61.31,1026985,0.1425,880635,0.4142,364741,30,0.7031,0.7539,300.91,0.058,0.6023,0.4436,0.6106,moderate 5297,Kenya,2023,rural,Education,Mid_Level,53.87,1823130,0.1463,1556340,0.4699,731247,40,0.7013,0.8096,564.51,0.0722,0.895,0.6266,0.7045,high 5298,DRC,2024,urban,Administration,Junior,105.0,579877,0.2254,449165,0.1988,89285,12,0.5298,0.6445,155.19,0.0678,0.3821,0.2199,0.4302,low 5299,Kenya,2019,urban,Administration,Executive,49.57,1922640,0.1,1730448,0.6255,1082368,41,0.6446,0.8665,2113.81,0.0727,0.9459,0.5939,0.7678,high 5300,Rwanda,2024,urban,Infrastructure,Director,14.0,480020,0.0848,439291,0.5888,258670,72,0.7919,0.8957,1422.91,0.0729,0.8976,0.6961,0.8497,high 5301,Ethiopia,2018,capital,Social_Services,Director,108.65,1178200,0.2287,908777,0.3453,313778,11,0.4863,0.6488,351.67,0.0598,0.4277,0.1706,0.4638,low 5302,South Africa,2019,rural,Infrastructure,Junior,59.58,3475693,0.1366,3000872,0.4551,1365719,74,0.894,0.8274,477.99,0.0664,0.8319,0.5246,0.7744,high 5303,Nigeria,2022,remote,Health,Director,218.92,4256360,0.2153,3340039,0.2102,701926,29,0.5614,0.7753,526.21,0.0666,0.5933,0.414,0.5382,moderate 5304,Tanzania,2022,rural,Agriculture,Mid_Level,63.15,1275044,0.213,1003475,0.3246,325727,22,0.6265,0.771,302.35,0.0632,0.5899,0.366,0.5441,moderate 5305,Senegal,2021,rural,Finance,Senior,16.62,404211,0.1663,337003,0.3273,110316,38,0.7222,0.7659,398.8,0.0536,0.6217,0.4296,0.6053,moderate 5306,Uganda,2025,rural,Education,Senior,50.57,402224,0.2379,306540,0.2485,76160,26,0.6685,0.724,308.71,0.0609,0.717,0.337,0.5316,moderate 5307,Rwanda,2021,capital,Agriculture,Junior,13.04,376173,0.0624,352702,0.6536,230514,83,0.7321,0.8762,433.58,0.088,0.8026,0.7271,0.8897,high 5308,Nigeria,2023,capital,Administration,Junior,224.39,3998966,0.1225,3509119,0.4246,1490025,37,0.6304,0.6992,257.2,0.0658,0.7433,0.4157,0.6388,moderate 5309,Rwanda,2018,capital,Administration,Senior,12.14,325806,0.075,301355,0.5761,173598,69,0.6645,0.9307,677.96,0.068,0.95,0.6285,0.8452,high 5310,Ghana,2022,remote,Education,Mid_Level,32.62,733666,0.2395,557968,0.2583,144119,37,0.6916,0.8106,227.19,0.05,0.6546,0.3221,0.5665,moderate 5311,South Africa,2021,urban,Finance,Junior,60.54,3437560,0.1071,3069381,0.6472,1986613,53,0.7379,0.8367,411.88,0.083,0.8411,0.6231,0.7895,high 5312,Uganda,2021,remote,Security,Mid_Level,44.58,315181,0.2909,223479,0.1687,37692,23,0.5241,0.6794,228.51,0.0659,0.6355,0.3339,0.4758,low 5313,Tanzania,2022,urban,ICT,Junior,63.15,1199111,0.1508,1018251,0.4423,450331,32,0.61,0.7871,233.75,0.0695,0.69,0.3268,0.6226,moderate 5314,Ghana,2019,remote,Agriculture,Senior,30.64,846775,0.172,701115,0.241,168960,47,0.7104,0.7829,351.29,0.0538,0.572,0.3543,0.5948,moderate 5315,Uganda,2018,remote,Administration,Senior,40.56,277972,0.3177,189656,0.1798,34095,16,0.4829,0.7825,347.77,0.0621,0.7035,0.3917,0.4824,low 5316,Nigeria,2019,remote,Security,Junior,203.29,4288646,0.255,3195144,0.2545,813267,33,0.5867,0.7861,257.57,0.0641,0.6296,0.3366,0.5469,moderate 5317,DRC,2018,rural,Education,Mid_Level,86.92,574862,0.3965,346924,0.178,61749,14,0.5597,0.6196,85.25,0.0534,0.3592,0.2021,0.3794,low 5318,Nigeria,2023,remote,Education,Director,224.39,4901457,0.2842,3508304,0.2112,740895,32,0.6455,0.7936,654.7,0.0711,0.5913,0.3465,0.5246,moderate 5319,Kenya,2023,remote,Education,Junior,53.87,1974393,0.1731,1632667,0.313,510983,43,0.6712,0.8173,415.3,0.08,0.7865,0.7064,0.6644,high 5320,DRC,2024,remote,Administration,Junior,105.0,592994,0.4106,349531,0.1249,43645,8,0.6057,0.6763,145.25,0.0646,0.4392,0.2254,0.3665,low 5321,Mozambique,2021,rural,Administration,Director,30.47,341228,0.2957,240329,0.1948,46807,18,0.5188,0.6446,234.25,0.0517,0.35,0.1978,0.4212,low 5322,DRC,2018,remote,Administration,Mid_Level,86.92,524360,0.4962,264153,0.1107,29253,12,0.597,0.6807,144.76,0.0536,0.4253,0.1628,0.3445,critical 5323,DRC,2022,capital,Education,Mid_Level,98.59,628872,0.2238,488113,0.2655,129574,12,0.4776,0.6086,144.86,0.0707,0.4098,0.2195,0.4446,low 5324,Tanzania,2022,rural,Administration,Junior,63.15,1193730,0.1976,957803,0.2821,270228,26,0.5714,0.8181,194.75,0.0541,0.7032,0.3748,0.5666,moderate 5325,Kenya,2023,rural,Infrastructure,Junior,53.87,1999191,0.1013,1796639,0.442,794139,54,0.7898,0.891,518.57,0.089,0.8199,0.6231,0.7481,high 5326,Uganda,2022,rural,Education,Mid_Level,46.01,343339,0.2216,267249,0.2521,67380,18,0.5611,0.7563,230.71,0.0706,0.6839,0.3846,0.5229,moderate 5327,Ethiopia,2025,urban,Security,Mid_Level,129.15,1723045,0.2151,1352454,0.2465,333370,13,0.5215,0.6363,136.61,0.065,0.3442,0.1645,0.4367,low 5328,Botswana,2019,urban,Agriculture,Mid_Level,2.41,118772,0.0885,108263,0.7358,79659,87,0.8878,0.8701,579.36,0.0801,0.95,0.6846,0.9233,high 5329,Ethiopia,2025,rural,Education,Senior,129.15,1401082,0.3484,912955,0.2339,213559,13,0.6122,0.7033,166.75,0.0693,0.4099,0.1853,0.4189,low 5330,DRC,2021,remote,Security,Mid_Level,95.53,612160,0.4615,329660,0.1113,36681,14,0.5706,0.7116,123.92,0.0527,0.3396,0.215,0.3597,low 5331,Ethiopia,2022,remote,Social_Services,Junior,119.93,1652082,0.4187,960307,0.1359,130529,13,0.5769,0.5908,104.81,0.0612,0.4436,0.2295,0.3677,low 5332,Tanzania,2018,rural,Health,Director,56.11,1060032,0.1585,891997,0.3335,297497,20,0.5274,0.6863,577.57,0.0522,0.7459,0.4056,0.5618,moderate 5333,Tanzania,2024,urban,Education,Mid_Level,67.0,1306362,0.1458,1115898,0.398,444103,21,0.5834,0.7711,184.71,0.063,0.7399,0.3529,0.5905,moderate 5334,Kenya,2019,urban,Security,Mid_Level,49.57,1552383,0.1031,1392326,0.5772,803650,60,0.6871,0.9321,398.04,0.0949,0.7976,0.5884,0.7969,high 5335,Rwanda,2019,rural,Security,Mid_Level,12.43,422171,0.0878,385095,0.4188,161284,52,0.6914,0.7737,414.33,0.0703,0.9279,0.5952,0.7311,high 5336,Ghana,2018,rural,Health,Junior,30.01,762796,0.2001,610172,0.3992,243581,44,0.7072,0.7196,263.27,0.0672,0.5875,0.4729,0.6238,moderate 5337,Ethiopia,2024,rural,Infrastructure,Mid_Level,126.0,1719867,0.2648,1264379,0.1825,230726,16,0.5386,0.6223,115.36,0.0629,0.3538,0.1974,0.4179,low 5338,Botswana,2021,capital,Health,Junior,2.49,95977,0.0638,89851,0.7654,68774,87,0.8047,0.9068,468.81,0.0851,0.9037,0.7753,0.9468,high 5339,Tanzania,2023,rural,Education,Senior,65.05,1345026,0.1681,1118910,0.259,289786,34,0.6758,0.6838,308.27,0.0662,0.7308,0.3303,0.5664,moderate 5340,Kenya,2018,capital,Administration,Director,48.55,1762551,0.0811,1619667,0.6352,1028774,57,0.8041,0.879,1385.93,0.0951,0.8188,0.7159,0.8163,high 5341,Ethiopia,2025,capital,Education,Junior,129.15,1716329,0.2035,1367133,0.324,442983,15,0.5498,0.6087,87.27,0.0547,0.4462,0.2253,0.4761,low 5342,Rwanda,2019,capital,Infrastructure,Mid_Level,12.43,324946,0.0555,306906,0.6833,209707,79,0.828,0.8192,496.55,0.0852,0.8367,0.5282,0.8638,high 5343,Ethiopia,2021,rural,Education,Junior,117.0,1328352,0.3324,886752,0.2377,210813,15,0.5428,0.6663,154.41,0.0659,0.3398,0.1936,0.4171,low 5344,South Africa,2019,capital,Security,Mid_Level,59.58,3144332,0.1043,2816406,0.6731,1895813,76,0.751,0.8015,633.43,0.0819,0.8092,0.7276,0.8561,high 5345,Rwanda,2022,rural,Agriculture,Senior,13.35,428888,0.1081,382504,0.4835,184947,65,0.6639,0.7724,610.31,0.0788,0.7756,0.6936,0.7691,high 5346,Kenya,2025,urban,Infrastructure,Director,56.15,1741742,0.0906,1583913,0.6556,1038384,41,0.7399,0.8342,1262.75,0.0904,0.95,0.5269,0.7666,high 5347,Kenya,2020,capital,Finance,Junior,50.61,1674981,0.088,1527643,0.6807,1039815,67,0.7126,0.9307,440.84,0.0937,0.95,0.6271,0.863,high 5348,Kenya,2025,capital,Justice,Mid_Level,56.15,1723942,0.0768,1591601,0.6143,977787,44,0.7639,0.7913,517.75,0.0815,0.9193,0.5559,0.7606,high 5349,South Africa,2021,remote,Education,Junior,60.54,3640554,0.2332,2791544,0.357,996659,73,0.9047,0.7945,415.47,0.0811,0.95,0.731,0.7507,high 5350,Senegal,2021,capital,Health,Senior,16.62,372486,0.0828,341643,0.5284,180528,35,0.6257,0.8038,328.41,0.0662,0.6169,0.4092,0.6721,high 5351,Nigeria,2025,rural,Agriculture,Mid_Level,235.75,4991808,0.2354,3816839,0.3396,1296175,34,0.6051,0.7113,235.36,0.0605,0.7109,0.4038,0.5792,moderate 5352,South Africa,2020,urban,Health,Mid_Level,60.06,3199719,0.124,2802866,0.7139,2000847,62,0.762,0.8806,641.18,0.0872,0.8268,0.6327,0.8305,high 5353,South Africa,2019,capital,Social_Services,Junior,59.58,2936440,0.1058,2625888,0.6399,1680223,43,0.7061,0.8023,357.94,0.0876,0.95,0.5503,0.7614,high 5354,Uganda,2021,capital,Health,Junior,44.58,388964,0.1552,328596,0.3427,112605,23,0.6525,0.7268,242.28,0.0521,0.7458,0.4746,0.5854,moderate 5355,Tanzania,2024,capital,Education,Junior,67.0,1067437,0.1193,940087,0.426,400460,34,0.6793,0.6868,182.72,0.0708,0.7092,0.3263,0.6182,moderate 5356,Kenya,2024,urban,Justice,Mid_Level,55.0,2030479,0.0879,1851937,0.5754,1065545,42,0.6473,0.7809,548.45,0.0659,0.8544,0.5464,0.7341,high 5357,Senegal,2023,urban,Education,Mid_Level,17.53,346403,0.1311,300974,0.4365,131386,36,0.7301,0.6937,276.55,0.0482,0.7375,0.3742,0.6316,moderate 5358,South Africa,2020,urban,ICT,Junior,60.06,3575847,0.1388,3079544,0.712,2192767,47,0.721,0.8296,491.84,0.0689,0.95,0.5891,0.7892,high 5359,Nigeria,2024,capital,Social_Services,Senior,230.0,4270100,0.1438,3656157,0.4396,1607221,24,0.6171,0.7838,422.84,0.0681,0.692,0.3812,0.6088,moderate 5360,Tanzania,2025,remote,Finance,Executive,69.01,1422219,0.2535,1061681,0.2386,253264,20,0.54,0.6934,791.93,0.0667,0.5924,0.3805,0.4976,low 5361,Senegal,2021,capital,Social_Services,Senior,16.62,312844,0.1045,280146,0.514,143982,35,0.5937,0.7004,281.99,0.0653,0.6485,0.418,0.6516,high 5362,Nigeria,2022,rural,Security,Junior,218.92,4625247,0.1912,3740963,0.2678,1001800,35,0.6883,0.7879,231.36,0.0666,0.609,0.3677,0.5725,moderate 5363,Ghana,2020,rural,Education,Junior,31.29,725699,0.1653,605770,0.3442,208520,42,0.5833,0.7734,222.07,0.0524,0.598,0.3518,0.6107,moderate 5364,Kenya,2024,capital,Social_Services,Junior,55.0,1638415,0.0674,1527937,0.5992,915600,63,0.7727,0.8805,474.4,0.0728,0.949,0.6707,0.8345,high 5365,Ghana,2018,rural,Security,Junior,30.01,714773,0.1873,580885,0.3499,203251,32,0.6816,0.8227,202.72,0.0571,0.553,0.3977,0.5891,moderate 5366,Uganda,2020,rural,Administration,Junior,43.2,383313,0.2233,297730,0.245,72950,27,0.5834,0.6775,182.77,0.0561,0.725,0.3342,0.5305,moderate 5367,Senegal,2019,remote,Finance,Senior,15.76,334485,0.1904,270804,0.2831,76655,42,0.601,0.7765,357.95,0.0516,0.5575,0.4012,0.5905,moderate 5368,Tanzania,2018,remote,Education,Junior,56.11,1078598,0.2317,828677,0.2104,174324,29,0.5601,0.7486,319.47,0.0668,0.6178,0.466,0.5378,moderate 5369,DRC,2024,urban,Administration,Mid_Level,105.0,711803,0.257,528864,0.1886,99717,9,0.5357,0.5882,139.33,0.0554,0.3352,0.2119,0.3983,low 5370,Nigeria,2022,capital,Education,Mid_Level,218.92,3920064,0.1124,3479601,0.5382,1872581,26,0.6749,0.7371,319.42,0.0583,0.6986,0.4745,0.6493,moderate 5371,Uganda,2020,capital,Finance,Senior,43.2,352230,0.1905,285119,0.3627,103413,16,0.5168,0.7093,337.93,0.0555,0.5982,0.3395,0.5332,moderate 5372,Kenya,2022,rural,Administration,Junior,52.76,1935563,0.1274,1688993,0.4639,783538,58,0.6624,0.8103,537.35,0.088,0.795,0.6881,0.749,high 5373,South Africa,2019,remote,ICT,Senior,59.58,3499189,0.2363,2672334,0.3285,877789,60,0.6587,0.8426,572.09,0.0861,0.7942,0.7435,0.7032,high 5374,Botswana,2024,remote,Health,Senior,2.6,109728,0.1291,95560,0.4025,38466,52,0.7878,0.9138,775.18,0.0775,0.95,0.7052,0.7509,high 5375,Senegal,2018,urban,Finance,Senior,15.34,376252,0.1154,332841,0.4044,134591,35,0.6324,0.7384,483.97,0.0719,0.6324,0.4695,0.6307,moderate 5376,Rwanda,2019,capital,Security,Mid_Level,12.43,400538,0.0567,377822,0.6517,246243,83,0.8323,0.8137,500.24,0.0827,0.9237,0.6671,0.8874,high 5377,Senegal,2021,urban,Health,Junior,16.62,369289,0.1297,321401,0.4968,159677,33,0.6584,0.8215,320.09,0.0719,0.5557,0.4218,0.6453,moderate 5378,Botswana,2023,capital,Education,Junior,2.56,111281,0.0766,102761,0.6765,69522,67,0.696,0.9218,400.84,0.0804,0.8675,0.6299,0.8555,high 5379,Botswana,2021,remote,Security,Junior,2.49,123136,0.1497,104706,0.3313,34691,66,0.68,0.8598,461.21,0.0661,0.95,0.5807,0.7424,high 5380,Rwanda,2024,remote,Education,Junior,14.0,362868,0.1251,317484,0.361,114625,57,0.6554,0.8916,541.43,0.0704,0.8203,0.5383,0.7211,high 5381,Ghana,2018,urban,Health,Junior,30.01,834524,0.1033,748328,0.5451,407884,34,0.6192,0.8209,260.27,0.0489,0.7073,0.4087,0.6802,high 5382,Mozambique,2024,capital,Education,Director,33.0,323056,0.18,264916,0.2929,77582,18,0.615,0.614,375.75,0.0493,0.3899,0.2398,0.4783,low 5383,Ethiopia,2023,rural,ICT,Junior,122.93,1440772,0.3415,948808,0.2192,208023,13,0.6311,0.6837,154.37,0.062,0.3325,0.2378,0.4115,low 5384,DRC,2024,rural,Health,Senior,105.0,655959,0.2692,479369,0.1557,74642,15,0.5744,0.6774,197.07,0.0604,0.4125,0.1757,0.4195,low 5385,Rwanda,2020,rural,Education,Junior,12.73,336536,0.1182,296771,0.4066,120658,78,0.7873,0.8239,400.46,0.0959,0.8524,0.6231,0.7882,high 5386,South Africa,2019,urban,Health,Mid_Level,59.58,3160581,0.1268,2759940,0.5479,1512116,66,0.6599,0.921,588.03,0.068,0.9254,0.7688,0.8278,high 5387,DRC,2019,capital,Finance,Junior,89.7,583010,0.2609,430886,0.2305,99303,15,0.5079,0.7043,107.29,0.0696,0.4373,0.1879,0.4481,low 5388,Botswana,2018,urban,Finance,Executive,2.38,113091,0.093,102578,0.7163,73476,63,0.7948,0.8125,2302.76,0.0849,0.95,0.5594,0.8362,high 5389,DRC,2022,capital,Education,Senior,98.59,576874,0.1837,470922,0.2615,123155,9,0.5356,0.6468,169.1,0.0481,0.3612,0.1724,0.4424,low 5390,Kenya,2019,capital,Social_Services,Junior,49.57,1648098,0.0867,1505237,0.5381,809899,53,0.7043,0.9109,384.82,0.0659,0.8137,0.6438,0.7777,high 5391,Senegal,2018,rural,Social_Services,Mid_Level,15.34,323165,0.148,275344,0.3071,84554,39,0.6213,0.8038,319.89,0.0541,0.7198,0.4538,0.6252,moderate 5392,Botswana,2022,rural,Finance,Mid_Level,2.52,110355,0.1411,94787,0.504,47769,56,0.761,0.8939,608.4,0.0644,0.95,0.6579,0.7756,high 5393,Botswana,2023,urban,Education,Junior,2.56,109058,0.0937,98838,0.5854,57863,84,0.8107,0.7757,614.59,0.0698,0.7894,0.5404,0.8323,high 5394,Kenya,2022,capital,Social_Services,Mid_Level,52.76,1723691,0.0868,1574021,0.7071,1113024,63,0.67,0.9132,459.87,0.0763,0.9111,0.7197,0.8626,high 5395,Rwanda,2021,rural,Health,Junior,13.04,443707,0.0976,400411,0.4665,186777,56,0.622,0.774,560.43,0.0658,0.9379,0.5852,0.7506,high 5396,Uganda,2019,rural,Infrastructure,Senior,41.86,357706,0.2341,273956,0.2309,63248,24,0.5687,0.6998,391.43,0.0639,0.6082,0.4355,0.5185,moderate 5397,Ghana,2018,rural,Health,Mid_Level,30.01,735764,0.1446,629369,0.3117,196176,45,0.7575,0.7305,273.9,0.0689,0.57,0.401,0.6109,moderate 5398,Mozambique,2021,urban,Education,Director,30.47,322464,0.2116,254217,0.2688,68326,17,0.617,0.682,288.53,0.0515,0.3429,0.2236,0.4657,low 5399,Kenya,2023,urban,Health,Senior,53.87,1805736,0.105,1616206,0.6062,979725,66,0.665,0.8744,881.65,0.0733,0.95,0.5974,0.8262,high 5400,Tanzania,2023,rural,Administration,Director,65.05,1345390,0.1991,1077482,0.2981,321192,29,0.6617,0.7974,546.6,0.065,0.5899,0.3365,0.5595,moderate 5401,Kenya,2024,urban,Finance,Junior,55.0,1783886,0.0978,1609496,0.5008,806063,58,0.7293,0.8722,359.48,0.076,0.8826,0.6702,0.7819,high 5402,Rwanda,2025,rural,Social_Services,Senior,14.34,390806,0.1013,351200,0.4676,164219,76,0.9124,0.8531,771.53,0.0678,0.7951,0.5353,0.7926,high 5403,Tanzania,2019,rural,Health,Junior,57.79,1075508,0.2113,848265,0.2504,212409,27,0.5518,0.8122,237.78,0.0635,0.6373,0.4509,0.5579,moderate 5404,Mozambique,2021,remote,Education,Mid_Level,30.47,267052,0.2906,189451,0.1416,26835,15,0.4859,0.6172,103.5,0.063,0.3509,0.2343,0.4014,low 5405,Rwanda,2020,remote,Finance,Mid_Level,12.73,402417,0.115,356153,0.3221,114700,62,0.8343,0.9157,457.94,0.0771,0.8562,0.5977,0.7395,high 5406,Kenya,2018,urban,Justice,Junior,48.55,1700228,0.0764,1570277,0.5943,933220,46,0.6117,0.7669,478.08,0.0854,0.839,0.5637,0.7498,high 5407,Mozambique,2022,rural,Education,Senior,31.29,321985,0.3027,224520,0.211,47374,19,0.5401,0.6731,171.47,0.0524,0.3519,0.1723,0.428,low 5408,Rwanda,2021,urban,ICT,Mid_Level,13.04,359709,0.0857,328868,0.6878,226192,71,0.8734,0.8915,444.83,0.0642,0.95,0.771,0.8838,high 5409,Ethiopia,2019,remote,Education,Mid_Level,111.37,1357472,0.3265,914317,0.1337,122263,12,0.53,0.6096,132.31,0.0597,0.3729,0.1786,0.3784,low 5410,Ethiopia,2023,remote,Security,Junior,122.93,1266211,0.4102,746852,0.1572,117371,11,0.5811,0.6149,105.52,0.0636,0.3536,0.1857,0.3604,low 5411,Ethiopia,2023,urban,Health,Junior,122.93,1493374,0.2645,1098438,0.288,316338,19,0.6463,0.6991,116.2,0.0616,0.4058,0.1607,0.4649,low 5412,Rwanda,2018,remote,Finance,Senior,12.14,323041,0.1138,286282,0.2836,81191,86,0.7829,0.8995,875.54,0.0673,0.8515,0.6593,0.7935,high 5413,Ghana,2024,rural,Infrastructure,Mid_Level,34.0,961991,0.162,806145,0.3237,260968,29,0.5929,0.6924,307.16,0.061,0.7025,0.479,0.5849,moderate 5414,South Africa,2021,rural,Security,Junior,60.54,2838527,0.1283,2474308,0.5139,1271513,77,0.7806,0.8557,408.79,0.0889,0.7792,0.5551,0.8007,high 5415,Senegal,2025,urban,Infrastructure,Junior,18.49,367343,0.1228,322247,0.513,165314,34,0.5912,0.8024,219.21,0.0676,0.7197,0.4561,0.6705,high 5416,Mozambique,2023,remote,Administration,Director,32.13,314473,0.3014,219693,0.1614,35447,14,0.5698,0.6749,274.2,0.0547,0.3488,0.1633,0.4024,low 5417,Kenya,2025,urban,Education,Junior,56.15,1807333,0.0955,1634772,0.5282,863450,45,0.7794,0.8658,380.71,0.0881,0.795,0.6028,0.7403,high 5418,Tanzania,2020,rural,Health,Mid_Level,59.53,1080548,0.1727,893989,0.2896,258881,26,0.6899,0.7757,219.38,0.0671,0.6402,0.3354,0.5581,moderate 5419,Nigeria,2019,rural,Health,Senior,203.29,3653456,0.1991,2925966,0.3173,928311,38,0.5634,0.7699,374.48,0.0589,0.5989,0.3213,0.582,moderate 5420,Mozambique,2024,rural,Health,Mid_Level,33.0,313778,0.2266,242662,0.1849,44873,12,0.543,0.6035,109.41,0.057,0.34,0.2094,0.415,low 5421,Nigeria,2022,rural,Social_Services,Junior,218.92,4386364,0.2332,3363481,0.2983,1003438,30,0.6313,0.7138,254.95,0.0538,0.5815,0.4476,0.5513,moderate 5422,Rwanda,2024,rural,Agriculture,Junior,14.0,423881,0.119,373434,0.49,182990,88,0.9017,0.8509,481.65,0.0829,0.9027,0.6273,0.8434,high 5423,Senegal,2022,remote,Education,Junior,17.07,336869,0.2041,268128,0.2773,74354,38,0.6332,0.7598,181.96,0.0592,0.6979,0.4467,0.5917,moderate 5424,Tanzania,2022,rural,Education,Junior,63.15,1142264,0.2212,889572,0.3253,289391,33,0.6521,0.8181,258.9,0.0585,0.6809,0.4086,0.5902,moderate 5425,Ethiopia,2023,urban,ICT,Director,122.93,1609203,0.1794,1320443,0.2657,350837,18,0.6254,0.6179,312.99,0.0486,0.4285,0.1995,0.472,low 5426,Mozambique,2021,capital,Health,Director,30.47,325758,0.1621,272940,0.2408,65710,19,0.6397,0.6461,329.89,0.0709,0.3881,0.225,0.4754,low 5427,DRC,2020,capital,Social_Services,Director,92.57,481747,0.2374,367389,0.2486,91328,14,0.5851,0.6918,342.1,0.0572,0.3471,0.2316,0.4494,low 5428,Uganda,2025,capital,Security,Junior,50.57,429816,0.1488,365868,0.4459,163129,25,0.6364,0.7078,210.75,0.0613,0.5838,0.3708,0.5884,moderate 5429,Uganda,2025,urban,Education,Senior,50.57,424969,0.1853,346222,0.3865,133809,18,0.5044,0.7184,333.63,0.0696,0.7414,0.3287,0.5601,moderate 5430,South Africa,2025,rural,Education,Mid_Level,62.5,3297124,0.1409,2832717,0.4514,1278796,47,0.7004,0.8227,488.58,0.0799,0.9169,0.5678,0.717,high 5431,Botswana,2018,urban,Education,Junior,2.38,103008,0.1054,92146,0.7107,65488,76,0.8869,0.88,482.11,0.0918,0.8568,0.5862,0.8676,high 5432,Rwanda,2020,urban,Justice,Junior,12.73,384667,0.0786,354418,0.6781,240343,69,0.7708,0.882,399.66,0.077,0.7822,0.5205,0.8349,high 5433,South Africa,2021,rural,Education,Mid_Level,60.54,3180707,0.1551,2687308,0.4838,1299991,76,0.8163,0.9093,450.51,0.0729,0.7951,0.6718,0.8052,high 5434,Ethiopia,2023,rural,Social_Services,Junior,122.93,1548155,0.2935,1093766,0.1965,214946,14,0.5929,0.7008,127.23,0.0639,0.4408,0.2192,0.4319,low 5435,Nigeria,2019,rural,Health,Junior,203.29,4615707,0.1774,3796814,0.3427,1301345,33,0.6804,0.7592,288.72,0.0709,0.6972,0.3712,0.5945,moderate 5436,Uganda,2025,urban,Health,Director,50.57,394046,0.17,327055,0.3725,121826,29,0.6795,0.7126,704.78,0.0541,0.6524,0.3425,0.5795,moderate 5437,Ghana,2020,remote,Finance,Mid_Level,31.29,767727,0.1681,638635,0.2856,182416,35,0.5942,0.7044,247.91,0.0695,0.619,0.4105,0.5755,moderate 5438,Mozambique,2018,rural,Justice,Junior,28.12,276139,0.2225,214699,0.2108,45262,18,0.5102,0.6817,140.06,0.0528,0.3846,0.1955,0.4523,low 5439,Ethiopia,2020,remote,Security,Senior,114.15,1382098,0.413,811321,0.1437,116572,13,0.5509,0.6489,130.7,0.0621,0.3333,0.1754,0.3634,low 5440,Mozambique,2020,remote,Education,Junior,29.66,309667,0.2889,220200,0.1225,26964,12,0.6241,0.5901,130.98,0.0481,0.4282,0.2136,0.3911,low 5441,Kenya,2025,remote,ICT,Junior,56.15,2015767,0.173,1666968,0.2768,461375,43,0.6535,0.9094,594.83,0.0901,0.8486,0.7191,0.6766,high 5442,Rwanda,2018,remote,Infrastructure,Mid_Level,12.14,416062,0.1217,365423,0.3083,112657,66,0.6706,0.88,648.82,0.0919,0.95,0.5748,0.7461,high 5443,Senegal,2018,urban,Agriculture,Mid_Level,15.34,366102,0.0928,332115,0.4723,156854,28,0.5684,0.7926,309.14,0.0623,0.5562,0.3724,0.6266,moderate 5444,DRC,2025,rural,Social_Services,Mid_Level,108.36,639772,0.3433,420168,0.1721,72300,15,0.5658,0.7095,140.43,0.0666,0.442,0.1712,0.4125,low 5445,Ethiopia,2018,capital,Agriculture,Senior,108.65,1128514,0.1967,906518,0.3238,293563,15,0.5249,0.6164,128.44,0.0518,0.333,0.199,0.4649,low 5446,Rwanda,2023,urban,Security,Junior,13.67,418313,0.0666,390436,0.6268,244730,88,0.8872,0.8322,465.94,0.0819,0.95,0.6907,0.8989,high 5447,Tanzania,2018,rural,Health,Junior,56.11,972912,0.194,784203,0.3206,251384,23,0.6159,0.7618,266.5,0.0485,0.6523,0.4698,0.5656,moderate 5448,Tanzania,2019,rural,Security,Executive,57.79,983445,0.2108,776100,0.2716,210820,26,0.6008,0.7803,848.6,0.0561,0.7428,0.4245,0.564,moderate 5449,South Africa,2022,capital,ICT,Senior,61.02,3696976,0.0994,3329387,0.6233,2075357,68,0.8269,0.913,528.24,0.0828,0.8124,0.6445,0.8336,high 5450,Mozambique,2025,rural,Education,Mid_Level,33.89,337019,0.2638,248121,0.1628,40391,19,0.5955,0.5968,93.29,0.0591,0.3945,0.1753,0.4187,low 5451,Kenya,2024,rural,Education,Senior,55.0,1974479,0.1168,1743895,0.457,796939,52,0.6947,0.7677,894.57,0.0728,0.8528,0.7372,0.7392,high 5452,Kenya,2018,remote,Education,Junior,48.55,1800835,0.1487,1532980,0.2906,445412,41,0.6305,0.9303,389.34,0.094,0.9303,0.6954,0.6901,high 5453,Kenya,2024,capital,ICT,Senior,55.0,2099417,0.0815,1928308,0.6422,1238335,54,0.6297,0.7979,870.91,0.0798,0.8242,0.7429,0.8016,high 5454,Rwanda,2019,remote,Justice,Senior,12.43,373641,0.1261,326521,0.2902,94772,94,0.847,0.862,557.66,0.0703,0.95,0.6335,0.8137,high 5455,Mozambique,2021,urban,ICT,Mid_Level,30.47,304079,0.2383,231621,0.2632,60964,22,0.5279,0.6384,123.39,0.0523,0.4058,0.219,0.4695,low 5456,Botswana,2019,urban,Administration,Mid_Level,2.41,114987,0.0986,103646,0.6288,65173,76,0.8972,0.927,379.67,0.0707,0.7752,0.623,0.8514,high 5457,South Africa,2020,urban,Education,Mid_Level,60.06,3621948,0.1006,3257566,0.5884,1916788,48,0.7914,0.8638,443.62,0.0762,0.95,0.7156,0.7881,high 5458,DRC,2021,urban,ICT,Senior,95.53,488327,0.2529,364809,0.1851,67516,12,0.6209,0.5876,159.06,0.0601,0.3615,0.1697,0.4043,low 5459,South Africa,2020,urban,Education,Executive,60.06,3623743,0.1261,3166848,0.5575,1765528,44,0.7165,0.8786,1615.81,0.0923,0.95,0.5726,0.7519,high 5460,Nigeria,2025,rural,Administration,Senior,235.75,4012607,0.2132,3157055,0.2747,867216,27,0.5712,0.7519,452.96,0.0515,0.6435,0.4566,0.5557,moderate 5461,Senegal,2021,urban,Agriculture,Junior,16.62,360552,0.1145,319252,0.4193,133850,28,0.5392,0.809,182.36,0.0694,0.7397,0.412,0.6327,moderate 5462,Kenya,2025,urban,Health,Junior,56.15,2243235,0.1063,2004673,0.6549,1312836,50,0.6427,0.8102,597.84,0.0705,0.9395,0.7539,0.803,high 5463,Tanzania,2024,urban,Education,Mid_Level,67.0,1183400,0.1261,1034165,0.3539,366021,23,0.5282,0.6844,309.37,0.0638,0.7406,0.4395,0.5851,moderate 5464,Kenya,2023,urban,Agriculture,Junior,53.87,1978266,0.0999,1780659,0.5701,1015225,57,0.795,0.8357,448.04,0.0734,0.95,0.7714,0.8076,high 5465,Mozambique,2024,rural,Social_Services,Senior,33.0,310214,0.2434,234701,0.2081,48831,21,0.5464,0.6204,230.18,0.0618,0.42,0.1633,0.445,low 5466,Senegal,2022,urban,Education,Junior,17.07,415205,0.0916,377172,0.4848,182836,33,0.6085,0.8092,288.93,0.0625,0.6339,0.4663,0.6622,high 5467,Kenya,2025,rural,Finance,Executive,56.15,1696968,0.1436,1453262,0.3906,567692,52,0.62,0.8443,1675.37,0.0741,0.9281,0.7728,0.7385,high 5468,Ghana,2019,urban,Education,Mid_Level,30.64,712690,0.1105,633946,0.5233,331766,30,0.6318,0.6831,282.72,0.048,0.6849,0.3432,0.6335,moderate 5469,Senegal,2023,capital,Education,Mid_Level,17.53,399378,0.0923,362506,0.4928,178653,29,0.5258,0.7592,323.47,0.0603,0.6251,0.3992,0.6389,moderate 5470,Botswana,2023,capital,Finance,Junior,2.56,120368,0.0926,109224,0.6888,75233,63,0.7003,0.8308,487.76,0.0889,0.9269,0.6503,0.8389,high 5471,DRC,2018,capital,Social_Services,Senior,86.92,465046,0.258,345053,0.2676,92348,13,0.5461,0.6138,221.93,0.0565,0.3596,0.2061,0.4335,low 5472,Mozambique,2025,remote,Social_Services,Junior,33.89,365776,0.3895,223304,0.1546,34530,19,0.5874,0.6947,121.69,0.0539,0.3843,0.2279,0.4042,low 5473,Ghana,2018,urban,Social_Services,Mid_Level,30.01,726452,0.1367,627119,0.5176,324618,38,0.5995,0.8132,187.64,0.0646,0.683,0.3408,0.6646,high 5474,Ghana,2018,urban,Health,Director,30.01,831234,0.1486,707719,0.5743,406450,31,0.6746,0.7435,453.69,0.0604,0.5685,0.4778,0.6501,high 5475,Tanzania,2024,rural,Health,Junior,67.0,1121915,0.2093,887095,0.2982,264515,29,0.5474,0.7441,244.75,0.0715,0.7035,0.3415,0.5608,moderate 5476,Rwanda,2021,rural,Justice,Mid_Level,13.04,429143,0.0998,386310,0.3757,145121,89,0.95,0.8123,549.8,0.077,0.8844,0.7585,0.8276,high 5477,Rwanda,2025,capital,Security,Junior,14.34,434081,0.0753,401400,0.6008,241177,67,0.8704,0.836,373.01,0.0773,0.8968,0.7225,0.8362,high 5478,Rwanda,2020,capital,Justice,Junior,12.73,328265,0.0761,303273,0.7469,226515,95,0.9118,0.8098,610.15,0.0697,0.95,0.7468,0.9463,high 5479,Senegal,2025,rural,ICT,Junior,18.49,350335,0.167,291822,0.3825,111621,26,0.5813,0.8229,305.77,0.0579,0.7262,0.3922,0.6041,moderate 5480,South Africa,2020,urban,Education,Mid_Level,60.06,2983057,0.1201,2624899,0.6962,1827440,73,0.6828,0.8884,616.54,0.0876,0.8364,0.7141,0.8648,high 5481,Nigeria,2024,capital,Administration,Junior,230.0,5216114,0.14,4485989,0.416,1866018,33,0.6448,0.7894,219.82,0.0494,0.5861,0.3964,0.6182,moderate 5482,Botswana,2018,rural,Infrastructure,Junior,2.38,116595,0.1248,102038,0.5066,51690,76,0.8264,0.7666,514.13,0.0721,0.95,0.6931,0.8147,high 5483,Nigeria,2022,urban,Education,Mid_Level,218.92,4764804,0.1507,4046596,0.4098,1658388,37,0.7066,0.6845,216.52,0.0685,0.6996,0.351,0.615,moderate 5484,Uganda,2021,capital,Agriculture,Junior,44.58,331357,0.14,284960,0.4396,125279,18,0.5757,0.702,194.2,0.0481,0.5685,0.4047,0.5725,moderate 5485,Kenya,2022,capital,Administration,Junior,52.76,2016696,0.0843,1846641,0.576,1063705,41,0.5993,0.8797,574.64,0.0693,0.95,0.7577,0.7782,high 5486,Senegal,2019,urban,ICT,Executive,15.76,337353,0.1287,293927,0.5154,151478,40,0.6936,0.7377,1002.79,0.0651,0.603,0.4336,0.661,high 5487,DRC,2022,rural,Social_Services,Director,98.59,557019,0.3713,350196,0.1607,56259,10,0.5638,0.6701,357.63,0.0577,0.4264,0.1796,0.3835,low 5488,Mozambique,2021,rural,Agriculture,Junior,30.47,291191,0.2493,218596,0.2135,46668,23,0.5676,0.6872,123.76,0.0575,0.423,0.2362,0.4675,low 5489,Uganda,2020,capital,ICT,Mid_Level,43.2,316103,0.135,273437,0.4091,111859,24,0.5466,0.7714,198.16,0.0577,0.6132,0.4582,0.6014,moderate 5490,Senegal,2020,urban,Justice,Junior,16.18,379347,0.0929,344122,0.3966,136492,32,0.7142,0.6994,220.62,0.0643,0.7266,0.3992,0.6234,moderate 5491,Tanzania,2021,urban,Education,Junior,61.31,978308,0.1516,829957,0.3985,330770,31,0.6518,0.6755,250.56,0.0612,0.5792,0.473,0.5958,moderate 5492,Tanzania,2024,remote,Agriculture,Senior,67.0,1090346,0.2637,802779,0.2459,197439,19,0.6003,0.6892,408.06,0.0695,0.5877,0.399,0.4951,low 5493,DRC,2018,rural,Health,Executive,86.92,493442,0.2936,348550,0.1772,61761,13,0.5499,0.683,585.34,0.0674,0.3731,0.1917,0.4123,low 5494,Senegal,2022,rural,Education,Junior,17.07,368564,0.1703,305810,0.3105,94944,30,0.578,0.7665,317.77,0.0523,0.7045,0.4263,0.5881,moderate 5495,Rwanda,2025,capital,Administration,Senior,14.34,482422,0.0739,446749,0.6122,273502,71,0.692,0.7654,951.17,0.0905,0.7957,0.6382,0.8203,high 5496,Ghana,2020,urban,Administration,Executive,31.29,763908,0.1419,655546,0.4503,295205,43,0.5814,0.7263,1041.21,0.0495,0.5755,0.371,0.6382,moderate 5497,Mozambique,2021,urban,Education,Junior,30.47,268211,0.1951,215871,0.2359,50914,19,0.5289,0.6097,110.48,0.0505,0.3363,0.2212,0.4549,low 5498,Ethiopia,2019,rural,Education,Junior,111.37,1199303,0.2622,884810,0.2125,188025,15,0.5242,0.6123,108.72,0.0501,0.3934,0.2259,0.4288,low 5499,Ethiopia,2023,capital,Education,Mid_Level,122.93,1656635,0.1702,1374743,0.2721,374120,15,0.57,0.7127,122.96,0.0484,0.4098,0.1764,0.4785,low 5500,Rwanda,2024,urban,Social_Services,Junior,14.0,432177,0.0817,396861,0.5183,205694,73,0.8348,0.8709,381.91,0.0651,0.8328,0.5824,0.8138,high 5501,Uganda,2022,capital,Education,Junior,46.01,405183,0.1583,341061,0.4158,141824,26,0.6417,0.6919,285.84,0.0684,0.6256,0.462,0.5919,moderate 5502,Ghana,2023,rural,Infrastructure,Junior,33.3,787823,0.1881,639664,0.4011,256547,33,0.6569,0.7835,207.17,0.0631,0.6187,0.3637,0.6015,moderate 5503,DRC,2020,urban,Infrastructure,Junior,92.57,591948,0.2923,418940,0.2321,97216,12,0.5779,0.7017,126.63,0.0493,0.3663,0.1865,0.4255,low 5504,South Africa,2025,rural,Finance,Junior,62.5,3771075,0.1766,3105283,0.4266,1324705,59,0.6755,0.9333,521.62,0.0666,0.8585,0.6581,0.7517,high 5505,Botswana,2022,capital,Security,Junior,2.52,130022,0.0886,118504,0.737,87333,62,0.6754,0.7793,576.41,0.0924,0.9098,0.7528,0.8503,high 5506,Mozambique,2025,rural,Education,Senior,33.89,310329,0.315,212588,0.1698,36104,16,0.4998,0.6218,180.45,0.0573,0.4051,0.1893,0.4064,low 5507,Senegal,2022,rural,Administration,Senior,17.07,348956,0.1494,296805,0.2928,86906,27,0.5704,0.8182,432.57,0.0695,0.6107,0.4574,0.5829,moderate 5508,DRC,2024,capital,Education,Mid_Level,105.0,597143,0.2018,476668,0.2685,127983,11,0.5192,0.6314,128.51,0.0635,0.4328,0.2126,0.4534,low 5509,Kenya,2025,urban,Infrastructure,Senior,56.15,1796372,0.0996,1617482,0.5549,897554,40,0.624,0.8725,948.81,0.0817,0.8862,0.7527,0.7586,high 5510,DRC,2019,capital,Education,Junior,89.7,525205,0.2008,419741,0.2121,89012,9,0.4956,0.6552,84.12,0.0628,0.4139,0.2172,0.4367,low 5511,DRC,2022,rural,Agriculture,Junior,98.59,523127,0.3371,346775,0.1732,60055,11,0.508,0.6125,88.76,0.0702,0.3698,0.2319,0.3886,low 5512,Ghana,2025,urban,Finance,Junior,34.71,903788,0.1116,802944,0.4762,382333,32,0.6043,0.6862,254.35,0.0502,0.7053,0.3872,0.6333,moderate 5513,Mozambique,2023,capital,Agriculture,Junior,32.13,329005,0.1737,271872,0.2931,79697,13,0.6185,0.6477,132.45,0.0542,0.4161,0.2352,0.4747,low 5514,Nigeria,2025,rural,Finance,Junior,235.75,4383870,0.2312,3370334,0.2917,983121,26,0.563,0.7231,256.73,0.0647,0.6284,0.3818,0.5396,moderate 5515,Rwanda,2024,capital,Agriculture,Mid_Level,14.0,414942,0.078,382572,0.5592,213939,88,0.8284,0.9051,485.66,0.0698,0.9277,0.7731,0.8961,high 5516,Nigeria,2018,remote,Security,Senior,198.33,4353053,0.2229,3382796,0.2268,767218,31,0.6835,0.72,479.37,0.049,0.664,0.4238,0.5453,moderate 5517,Ghana,2022,capital,Finance,Junior,32.62,826168,0.106,738600,0.5994,442727,27,0.5947,0.8038,273.32,0.0522,0.7101,0.3737,0.6698,high 5518,Mozambique,2022,rural,Health,Mid_Level,31.29,330148,0.2832,236634,0.1971,46646,15,0.5147,0.6173,102.99,0.0567,0.3608,0.2374,0.4184,low 5519,Botswana,2018,rural,Education,Mid_Level,2.38,101122,0.1365,87317,0.4342,37916,57,0.8287,0.8258,425.45,0.0735,0.8049,0.6083,0.7321,high 5520,South Africa,2020,capital,Health,Mid_Level,60.06,3361188,0.115,2974576,0.6307,1876069,65,0.8487,0.9313,618.22,0.0684,0.95,0.6043,0.8365,high 5521,Uganda,2018,urban,Education,Mid_Level,40.56,371598,0.2062,294989,0.3766,111085,18,0.6097,0.7158,216.83,0.0584,0.7267,0.3547,0.5531,moderate 5522,Rwanda,2025,urban,Health,Mid_Level,14.34,452175,0.0897,411621,0.5681,233854,56,0.7118,0.8129,514.14,0.0822,0.8671,0.7678,0.795,high 5523,DRC,2019,urban,Education,Mid_Level,89.7,544006,0.2727,395633,0.1879,74342,15,0.4853,0.6678,121.83,0.054,0.3757,0.1993,0.424,low 5524,Mozambique,2018,urban,Finance,Mid_Level,28.12,279781,0.2398,212679,0.2869,61026,20,0.6629,0.6277,105.82,0.0591,0.4112,0.2165,0.4687,low 5525,Ethiopia,2023,capital,Education,Junior,122.93,1446146,0.1853,1178139,0.3276,385984,16,0.5333,0.6819,110.47,0.0488,0.4079,0.2231,0.491,low 5526,Rwanda,2023,capital,Finance,Senior,13.67,357664,0.0791,329360,0.5648,186018,60,0.7651,0.8455,795.21,0.0785,0.95,0.7709,0.8203,high 5527,Botswana,2024,urban,Education,Mid_Level,2.6,127314,0.0983,114793,0.5851,67168,75,0.7286,0.8556,573.64,0.0946,0.7833,0.6052,0.8264,high 5528,Nigeria,2018,rural,Health,Junior,198.33,3486421,0.2277,2692703,0.2736,736822,29,0.5532,0.7697,196.64,0.0536,0.7196,0.3227,0.5537,moderate 5529,Botswana,2018,rural,Education,Junior,2.38,91200,0.1181,80428,0.4836,38898,81,0.726,0.9347,366.62,0.0711,0.8117,0.7219,0.8375,high 5530,Ghana,2020,capital,Infrastructure,Junior,31.29,810241,0.1096,721427,0.4781,344943,46,0.6279,0.6762,262.37,0.0679,0.6486,0.4559,0.669,high 5531,DRC,2018,urban,Security,Senior,86.92,455547,0.2633,335610,0.2318,77811,9,0.4793,0.651,172.72,0.0582,0.433,0.1652,0.4221,low 5532,Rwanda,2023,rural,Education,Mid_Level,13.67,420848,0.0913,382415,0.4384,167635,55,0.7869,0.7745,437.39,0.0771,0.9099,0.6586,0.7473,high 5533,Nigeria,2022,remote,Finance,Mid_Level,218.92,3838757,0.2984,2693404,0.2226,599609,31,0.714,0.7886,235.78,0.0588,0.5809,0.421,0.5271,moderate 5534,DRC,2022,rural,Education,Mid_Level,98.59,555781,0.3289,372989,0.1396,52064,13,0.4983,0.6613,143.43,0.0622,0.4023,0.2304,0.3976,low 5535,Nigeria,2025,capital,Finance,Junior,235.75,4106469,0.1325,3562179,0.496,1766878,36,0.7063,0.678,234.25,0.0708,0.6604,0.4768,0.6463,moderate 5536,Tanzania,2020,urban,Finance,Senior,59.53,1004027,0.1351,868358,0.4347,377479,24,0.5795,0.8071,341.77,0.0611,0.5657,0.4721,0.6097,moderate 5537,Tanzania,2023,remote,Social_Services,Senior,65.05,1042704,0.2298,803130,0.1866,149899,27,0.6913,0.733,340.8,0.0549,0.6647,0.4647,0.5296,moderate 5538,Nigeria,2022,rural,Education,Junior,218.92,4032957,0.1761,3322629,0.3434,1141035,34,0.5657,0.7557,268.77,0.0688,0.58,0.3381,0.582,moderate 5539,Ghana,2020,capital,Health,Senior,31.29,897975,0.1189,791164,0.5881,465306,38,0.6764,0.8026,461.83,0.0558,0.708,0.3226,0.6857,high 5540,Botswana,2018,capital,Infrastructure,Junior,2.38,118901,0.0797,109423,0.7294,79807,79,0.8663,0.8932,447.11,0.074,0.8554,0.7255,0.902,high 5541,Ethiopia,2021,capital,Infrastructure,Junior,117.0,1436467,0.198,1152109,0.2906,334807,18,0.5618,0.6542,135.42,0.0633,0.3362,0.1994,0.4699,low 5542,Mozambique,2025,remote,Health,Junior,33.89,316041,0.3919,192183,0.1601,30773,17,0.6013,0.6067,131.51,0.0492,0.3407,0.1915,0.3788,low 5543,Tanzania,2024,capital,Education,Mid_Level,67.0,1136027,0.0989,1023661,0.4408,451279,20,0.5479,0.8099,264.0,0.0656,0.5835,0.4397,0.6093,moderate 5544,Tanzania,2019,remote,Security,Mid_Level,57.79,952983,0.2247,738858,0.1882,139083,24,0.5107,0.6759,202.13,0.0642,0.598,0.464,0.5085,moderate 5545,Botswana,2022,urban,Finance,Junior,2.52,103689,0.0853,94842,0.5863,55605,64,0.7292,0.7723,532.52,0.0892,0.8256,0.6399,0.7976,high 5546,Kenya,2025,rural,Education,Junior,56.15,1799826,0.1305,1564969,0.4584,717354,44,0.7049,0.8857,390.27,0.0669,0.7977,0.6371,0.7183,high 5547,Botswana,2020,urban,ICT,Junior,2.45,104576,0.0967,94466,0.7773,73428,73,0.856,0.8038,406.21,0.0959,0.95,0.6095,0.8792,high 5548,DRC,2024,urban,Health,Mid_Level,105.0,637264,0.2069,505417,0.2096,105922,12,0.5307,0.5907,151.44,0.0703,0.4353,0.2158,0.4344,low 5549,Ghana,2025,remote,Infrastructure,Mid_Level,34.71,898504,0.1918,726153,0.2418,175569,47,0.6863,0.6879,316.84,0.0674,0.6786,0.4786,0.5989,moderate 5550,Tanzania,2024,capital,Security,Junior,67.0,1305337,0.1119,1159326,0.417,483419,32,0.5586,0.8166,194.03,0.0486,0.5575,0.4496,0.6295,moderate 5551,Nigeria,2021,urban,Social_Services,Mid_Level,213.58,4857098,0.1263,4243884,0.3856,1636309,35,0.7198,0.7809,219.72,0.0682,0.5954,0.3902,0.618,moderate 5552,Rwanda,2024,urban,Social_Services,Mid_Level,14.0,465564,0.0676,434099,0.625,271320,82,0.8068,0.8386,625.19,0.0711,0.7996,0.6542,0.8655,high 5553,Botswana,2025,remote,Administration,Senior,2.64,104816,0.1541,88661,0.3914,34697,67,0.8468,0.932,962.58,0.0647,0.7833,0.5339,0.7483,high 5554,Botswana,2020,rural,Agriculture,Mid_Level,2.45,117999,0.1062,105472,0.5728,60412,57,0.7001,0.9099,586.45,0.0689,0.7904,0.6901,0.7937,high 5555,Botswana,2023,rural,Health,Senior,2.56,109649,0.1111,97466,0.5209,50766,82,0.8065,0.7661,816.62,0.0817,0.95,0.6573,0.8331,high 5556,Ghana,2023,remote,Education,Junior,33.3,894759,0.2254,693110,0.3042,210835,31,0.6109,0.6823,281.92,0.0526,0.6605,0.4007,0.5557,moderate 5557,Kenya,2021,capital,Agriculture,Mid_Level,51.68,1668774,0.0894,1519509,0.7123,1082382,66,0.853,0.8928,590.21,0.0868,0.8853,0.5689,0.8501,high 5558,Ethiopia,2024,rural,Social_Services,Director,126.0,1463700,0.3415,963853,0.1811,174556,12,0.5426,0.7071,385.08,0.0603,0.3997,0.196,0.4055,low 5559,Nigeria,2025,remote,Education,Junior,235.75,4111303,0.3046,2859119,0.25,714746,24,0.6322,0.7364,262.63,0.0624,0.6855,0.3653,0.5119,moderate 5560,Mozambique,2025,remote,Health,Mid_Level,33.89,342996,0.337,227413,0.1241,28217,18,0.6127,0.5869,114.52,0.0629,0.3489,0.2391,0.3886,low 5561,Tanzania,2023,rural,Finance,Junior,65.05,1312254,0.152,1112781,0.3155,351095,21,0.6223,0.7483,243.07,0.072,0.747,0.3287,0.5632,moderate 5562,Uganda,2025,capital,Agriculture,Senior,50.57,382898,0.1816,313376,0.4023,126072,21,0.6455,0.7775,441.47,0.0498,0.5929,0.416,0.5752,moderate 5563,Uganda,2024,rural,Finance,Senior,49.0,437445,0.2614,323116,0.2327,75179,23,0.5589,0.7287,463.56,0.0716,0.6909,0.3702,0.5157,moderate 5564,Senegal,2020,capital,Health,Junior,16.18,374807,0.0883,341704,0.4366,149177,42,0.7109,0.7654,257.1,0.071,0.6725,0.3258,0.6567,high 5565,South Africa,2022,urban,ICT,Mid_Level,61.02,3508637,0.1349,3035165,0.557,1690541,76,0.8087,0.906,542.29,0.0784,0.8483,0.5689,0.8231,high 5566,Botswana,2023,capital,Education,Mid_Level,2.56,105580,0.08,97137,0.7176,69706,58,0.7794,0.8062,409.15,0.0694,0.8288,0.5233,0.8106,high 5567,Ghana,2023,rural,Health,Mid_Level,33.3,916183,0.1666,763536,0.4186,319604,28,0.6329,0.754,262.86,0.0604,0.6622,0.4656,0.6089,moderate 5568,Rwanda,2020,rural,Education,Junior,12.73,386295,0.1092,344105,0.491,168947,84,0.8835,0.8377,421.05,0.0867,0.8755,0.7474,0.8434,high 5569,Tanzania,2024,capital,Health,Mid_Level,67.0,1106259,0.1104,984171,0.4251,418363,31,0.5613,0.8178,265.89,0.0664,0.5833,0.344,0.6216,moderate 5570,Tanzania,2020,remote,Social_Services,Junior,59.53,1044594,0.231,803313,0.2069,166213,34,0.6702,0.7397,176.17,0.0494,0.6594,0.4409,0.55,moderate 5571,Rwanda,2022,rural,Justice,Senior,13.35,413658,0.1154,365913,0.4155,152027,59,0.8024,0.8157,628.52,0.0818,0.9268,0.5396,0.7415,high 5572,Uganda,2022,capital,Health,Director,46.01,345059,0.1621,289139,0.3483,100693,28,0.5231,0.6764,589.65,0.0509,0.5904,0.366,0.5637,moderate 5573,Senegal,2021,remote,Finance,Senior,16.62,416104,0.215,326638,0.276,90166,38,0.5766,0.7006,324.21,0.0642,0.6342,0.4004,0.5688,moderate 5574,South Africa,2024,capital,Social_Services,Mid_Level,62.0,3376188,0.0971,3048505,0.6314,1924887,62,0.8248,0.8935,589.91,0.0748,0.9452,0.667,0.8338,high 5575,Mozambique,2018,rural,Health,Mid_Level,28.12,314066,0.3105,216552,0.1773,38396,19,0.6185,0.6683,84.99,0.0606,0.3917,0.2248,0.4261,low 5576,Ghana,2024,rural,Health,Mid_Level,34.0,948442,0.1453,810587,0.403,326691,28,0.6971,0.8198,322.6,0.0562,0.7189,0.3749,0.6168,moderate 5577,Senegal,2018,urban,Social_Services,Junior,15.34,331528,0.1181,292385,0.5009,146462,28,0.5403,0.7054,266.84,0.0628,0.6227,0.4028,0.6241,moderate 5578,Uganda,2020,capital,Health,Mid_Level,43.2,390140,0.1638,326233,0.3926,128063,26,0.6122,0.6832,231.41,0.0485,0.7318,0.4768,0.5955,moderate 5579,Senegal,2019,urban,Health,Junior,15.76,303729,0.0909,276120,0.4786,132160,31,0.6606,0.8205,309.37,0.0489,0.6322,0.4697,0.6577,high 5580,Ethiopia,2025,rural,Education,Junior,129.15,1448526,0.2651,1064588,0.1929,205403,16,0.5985,0.6591,151.72,0.0663,0.3807,0.2259,0.4315,low 5581,Mozambique,2019,urban,Health,Director,28.88,269430,0.1696,223741,0.2785,62303,22,0.6478,0.627,389.59,0.0546,0.3584,0.1761,0.4797,low 5582,Nigeria,2018,rural,Security,Mid_Level,198.33,4005416,0.2219,3116686,0.3467,1080691,26,0.5997,0.8104,215.71,0.0491,0.6174,0.4262,0.5721,moderate 5583,Uganda,2018,capital,Finance,Junior,40.56,365615,0.17,303461,0.4354,132137,21,0.5985,0.7597,199.12,0.0484,0.6049,0.3282,0.5761,moderate 5584,Senegal,2023,rural,Education,Junior,17.53,345045,0.1518,292679,0.3271,95727,41,0.7452,0.8174,272.93,0.0684,0.7099,0.3677,0.6267,moderate 5585,South Africa,2022,urban,Agriculture,Junior,61.02,2990917,0.1338,2590588,0.5767,1494098,51,0.7707,0.9176,630.61,0.0945,0.813,0.6603,0.7732,high 5586,Mozambique,2019,rural,Security,Executive,28.88,329475,0.2772,238160,0.1811,43141,16,0.5719,0.6003,444.71,0.0512,0.3387,0.2369,0.4136,low 5587,Mozambique,2020,rural,Security,Mid_Level,29.66,332191,0.3128,228268,0.1747,39884,17,0.5169,0.706,88.33,0.0674,0.4287,0.2303,0.4298,low 5588,Botswana,2023,urban,Agriculture,Junior,2.56,104049,0.0985,93798,0.6957,65252,85,0.7814,0.813,503.11,0.0665,0.95,0.5634,0.8851,high 5589,DRC,2022,capital,Finance,Mid_Level,98.59,596901,0.2666,437780,0.246,107673,12,0.5732,0.6811,152.74,0.0515,0.4151,0.161,0.4346,low 5590,Tanzania,2018,rural,Infrastructure,Senior,56.11,972934,0.1591,818115,0.3037,248486,27,0.5712,0.7449,385.89,0.0529,0.6956,0.4172,0.5767,moderate 5591,Tanzania,2018,urban,Education,Senior,56.11,995036,0.1188,876782,0.4203,368530,23,0.6736,0.6803,292.03,0.0718,0.7374,0.3298,0.5916,moderate 5592,Rwanda,2021,remote,Education,Senior,13.04,393640,0.1415,337937,0.3437,116140,88,0.8122,0.9324,702.99,0.0652,0.95,0.5766,0.8131,high 5593,Tanzania,2018,rural,Justice,Mid_Level,56.11,932827,0.1633,780455,0.2749,214529,30,0.538,0.8042,319.45,0.0692,0.6351,0.4043,0.5775,moderate 5594,Rwanda,2022,urban,Social_Services,Senior,13.35,377820,0.0638,353701,0.6107,215992,54,0.7541,0.8862,827.12,0.0723,0.95,0.5961,0.8092,high 5595,Tanzania,2021,rural,Education,Senior,61.31,1046061,0.2114,824909,0.3297,271936,24,0.5158,0.7131,435.8,0.0503,0.7232,0.4158,0.5604,moderate 5596,Ethiopia,2024,rural,Justice,Junior,126.0,1620379,0.3149,1110127,0.2143,237953,18,0.577,0.6592,121.28,0.0659,0.4404,0.2079,0.4336,low 5597,Uganda,2020,urban,Administration,Junior,43.2,387722,0.2141,304720,0.3434,104640,27,0.6534,0.8173,251.28,0.0652,0.6214,0.3812,0.5727,moderate 5598,Kenya,2019,urban,Health,Director,49.57,1647301,0.0991,1484011,0.6534,969601,49,0.6065,0.8288,1610.34,0.0947,0.95,0.6967,0.8001,high 5599,Botswana,2021,urban,Infrastructure,Junior,2.49,122529,0.1026,109956,0.7611,83686,58,0.6664,0.9309,397.1,0.0759,0.7872,0.5746,0.8354,high 5600,Botswana,2021,capital,Agriculture,Junior,2.49,109568,0.0866,100075,0.7253,72583,50,0.7385,0.8835,504.15,0.0642,0.95,0.5991,0.8221,high 5601,DRC,2020,capital,Security,Mid_Level,92.57,620151,0.2352,474270,0.218,103374,14,0.5209,0.7015,91.65,0.0582,0.4461,0.2205,0.4526,low 5602,Botswana,2020,rural,Health,Junior,2.45,107091,0.1392,92187,0.5092,46944,51,0.7204,0.9184,522.27,0.0731,0.95,0.7647,0.7792,high 5603,Ghana,2021,rural,Education,Junior,31.94,787024,0.1942,634183,0.393,249228,48,0.7518,0.7929,301.91,0.0491,0.6916,0.3325,0.6411,moderate 5604,Rwanda,2021,urban,Justice,Director,13.04,352701,0.0887,321424,0.6384,205195,80,0.8789,0.8022,921.3,0.0709,0.8699,0.6316,0.8579,high 5605,DRC,2018,rural,Infrastructure,Mid_Level,86.92,456610,0.3361,303165,0.1735,52610,14,0.5896,0.6638,150.57,0.0506,0.3362,0.2182,0.3994,low 5606,Senegal,2020,capital,Administration,Junior,16.18,386904,0.0969,349419,0.4813,168165,31,0.5958,0.6912,281.43,0.0604,0.6299,0.4053,0.6308,moderate 5607,Nigeria,2021,capital,Health,Senior,213.58,4546572,0.1228,3988379,0.4149,1654895,30,0.6484,0.7628,324.2,0.0656,0.5938,0.402,0.612,moderate 5608,Rwanda,2019,urban,Infrastructure,Mid_Level,12.43,329189,0.0713,305728,0.6074,185697,88,0.7903,0.8994,639.4,0.0847,0.95,0.7285,0.9068,high 5609,Tanzania,2024,capital,Education,Mid_Level,67.0,1146289,0.1094,1020838,0.4911,501358,31,0.5722,0.7112,269.87,0.0592,0.6125,0.4536,0.6362,moderate 5610,Ghana,2025,urban,Security,Junior,34.71,986237,0.1212,866704,0.4566,395715,35,0.6051,0.7514,189.0,0.0628,0.7034,0.3621,0.6406,moderate 5611,Ghana,2020,urban,Infrastructure,Junior,31.29,794529,0.1341,687989,0.5724,393826,47,0.6504,0.775,284.92,0.068,0.5692,0.3407,0.6843,high 5612,Senegal,2020,urban,Justice,Senior,16.18,352516,0.1123,312930,0.4602,144001,23,0.5738,0.6887,292.47,0.0644,0.6586,0.3897,0.6026,moderate 5613,Ghana,2024,rural,Education,Mid_Level,34.0,795743,0.1419,682862,0.4137,282517,45,0.6897,0.6894,238.81,0.0618,0.6173,0.3508,0.6307,moderate 5614,Senegal,2022,remote,Education,Senior,17.07,361919,0.1725,299502,0.2769,82928,24,0.6433,0.7464,280.35,0.0642,0.6247,0.4411,0.5546,moderate 5615,Senegal,2022,rural,Health,Mid_Level,17.07,375456,0.1727,310620,0.3686,114485,32,0.5858,0.741,283.78,0.0498,0.7431,0.422,0.6066,moderate 5616,Mozambique,2021,rural,Administration,Junior,30.47,279647,0.2869,199426,0.1622,32348,16,0.5147,0.6828,145.84,0.0673,0.3435,0.1714,0.4127,low 5617,Tanzania,2025,rural,Education,Mid_Level,69.01,1327689,0.1976,1065327,0.2796,297860,28,0.5364,0.8121,295.12,0.0691,0.6033,0.358,0.5584,moderate 5618,Botswana,2022,urban,Education,Senior,2.52,99452,0.0715,92341,0.7541,69633,56,0.8058,0.8598,796.42,0.0647,0.894,0.7576,0.8548,high 5619,DRC,2023,urban,Health,Junior,101.74,664351,0.2514,497334,0.2137,106256,14,0.5486,0.643,88.6,0.0669,0.3836,0.2353,0.4339,low 5620,DRC,2019,capital,Health,Mid_Level,89.7,544411,0.2046,433041,0.2221,96189,10,0.5211,0.6249,115.41,0.0683,0.3936,0.2221,0.4347,low 5621,Nigeria,2022,urban,ICT,Junior,218.92,4969134,0.185,4049969,0.3884,1572919,23,0.5552,0.7661,239.45,0.0684,0.7437,0.3909,0.5867,moderate 5622,Ethiopia,2018,remote,Finance,Mid_Level,108.65,1353378,0.4062,803684,0.1551,124658,10,0.5598,0.6434,123.0,0.0546,0.332,0.1705,0.359,low 5623,Ethiopia,2022,rural,Health,Junior,119.93,1494781,0.2853,1068304,0.2204,235450,18,0.5422,0.6881,101.09,0.0619,0.4338,0.2302,0.4484,low 5624,DRC,2021,remote,Finance,Mid_Level,95.53,578668,0.4301,329767,0.1018,33578,14,0.524,0.599,110.01,0.0499,0.3347,0.1899,0.3452,critical 5625,Botswana,2021,remote,Education,Senior,2.49,116030,0.1449,99214,0.3236,32103,81,0.853,0.8019,649.71,0.0878,0.95,0.7089,0.7833,high 5626,Ghana,2019,capital,Finance,Mid_Level,30.64,775374,0.1143,686755,0.5803,398526,39,0.6042,0.6809,247.0,0.0525,0.6323,0.3566,0.665,high 5627,Tanzania,2021,capital,Education,Junior,61.31,1135182,0.1323,985029,0.4419,435253,35,0.6258,0.7026,298.74,0.0589,0.6266,0.4061,0.6236,moderate 5628,DRC,2019,remote,Social_Services,Director,89.7,534182,0.3917,324938,0.1044,33915,13,0.5082,0.6245,212.63,0.0711,0.4302,0.2173,0.3691,low 5629,South Africa,2024,rural,Education,Mid_Level,62.0,3224972,0.1304,2804280,0.4839,1357059,46,0.6986,0.8923,380.34,0.0696,0.95,0.7088,0.7531,high 5630,Botswana,2024,capital,Security,Junior,2.6,114076,0.064,106773,0.71,75810,86,0.8936,0.7714,580.19,0.0764,0.853,0.5699,0.8845,high 5631,Nigeria,2021,urban,Administration,Mid_Level,213.58,4800317,0.1282,4184879,0.3701,1548967,32,0.6498,0.7827,259.95,0.0488,0.6867,0.4527,0.6218,moderate 5632,Mozambique,2023,remote,Finance,Junior,32.13,359656,0.3715,226027,0.142,32089,14,0.501,0.6101,95.08,0.0677,0.3837,0.1833,0.3758,low 5633,Rwanda,2020,capital,Infrastructure,Junior,12.73,427722,0.0584,402730,0.7253,292093,66,0.8733,0.8824,628.12,0.0929,0.9067,0.6315,0.8679,high 5634,Ghana,2019,urban,Education,Junior,30.64,692135,0.1114,615003,0.5469,336360,44,0.7493,0.702,317.86,0.054,0.5904,0.3412,0.6673,high 5635,DRC,2019,urban,ICT,Mid_Level,89.7,543660,0.2366,415020,0.2203,91437,11,0.6083,0.6201,97.65,0.0546,0.4191,0.2044,0.4288,low 5636,Kenya,2023,urban,Finance,Junior,53.87,2058573,0.089,1875391,0.4933,925082,46,0.6135,0.8599,499.91,0.0793,0.8421,0.5465,0.7339,high 5637,Senegal,2018,urban,Security,Junior,15.34,287624,0.0967,259824,0.4586,119146,29,0.6055,0.7209,278.0,0.0553,0.5926,0.4422,0.6246,moderate 5638,Ethiopia,2025,rural,Health,Senior,129.15,1516656,0.3167,1036388,0.2132,220952,15,0.5378,0.612,167.61,0.0519,0.4101,0.167,0.4111,low 5639,Ghana,2023,rural,Agriculture,Senior,33.3,793565,0.168,660256,0.3643,240528,40,0.6541,0.6839,378.37,0.0487,0.6376,0.3252,0.5979,moderate 5640,Rwanda,2021,urban,Infrastructure,Mid_Level,13.04,425624,0.089,387753,0.5551,215224,93,0.8395,0.7929,530.56,0.0765,0.861,0.6822,0.8723,high 5641,Ethiopia,2023,urban,Education,Senior,122.93,1540234,0.232,1182970,0.322,380868,19,0.4976,0.6181,213.55,0.0504,0.3348,0.1864,0.4648,low 5642,Ethiopia,2024,urban,Education,Junior,126.0,1535046,0.2074,1216657,0.2971,361470,17,0.4835,0.6272,123.33,0.0642,0.3671,0.1979,0.4655,low 5643,Botswana,2018,capital,Social_Services,Mid_Level,2.38,105810,0.0764,97722,0.8,78177,64,0.7017,0.7813,591.08,0.0942,0.95,0.5641,0.8595,high 5644,Rwanda,2023,urban,Finance,Senior,13.67,459248,0.0646,429584,0.5114,219710,61,0.8131,0.9208,831.2,0.0646,0.9314,0.6292,0.8084,high 5645,Rwanda,2024,rural,Education,Junior,14.0,384218,0.1019,345050,0.382,131810,79,0.8108,0.8603,601.52,0.0796,0.95,0.7632,0.8179,high 5646,DRC,2018,capital,Education,Mid_Level,86.92,542853,0.2332,416254,0.2462,102466,11,0.5098,0.6091,151.64,0.054,0.3714,0.2177,0.431,low 5647,Uganda,2024,urban,Infrastructure,Director,49.0,387588,0.2191,302649,0.4097,123993,16,0.5905,0.8195,603.99,0.0571,0.6255,0.4419,0.5673,moderate 5648,Ghana,2023,urban,Agriculture,Mid_Level,33.3,780533,0.1011,701611,0.426,298880,36,0.68,0.8133,300.89,0.0563,0.6577,0.3919,0.6482,moderate 5649,Kenya,2019,capital,Social_Services,Junior,49.57,1511233,0.0765,1395656,0.6219,868027,38,0.6208,0.9061,461.02,0.083,0.95,0.7029,0.7826,high 5650,DRC,2023,remote,Health,Director,101.74,546788,0.342,359808,0.1158,41660,14,0.5249,0.5968,213.43,0.0574,0.4467,0.2143,0.3841,low 5651,Mozambique,2022,urban,ICT,Junior,31.29,269203,0.1853,219307,0.2539,55683,22,0.6254,0.6364,130.82,0.0654,0.3534,0.1871,0.4717,low 5652,Rwanda,2019,rural,Administration,Senior,12.43,383355,0.095,346949,0.4378,151909,92,0.9152,0.9066,564.55,0.081,0.95,0.658,0.8625,high 5653,Nigeria,2020,urban,Health,Senior,208.37,4412946,0.1828,3606083,0.3856,1390501,25,0.6078,0.6889,402.49,0.0558,0.5853,0.3745,0.5625,moderate 5654,Uganda,2025,rural,Security,Senior,50.57,444707,0.2602,329004,0.2565,84375,17,0.6148,0.7114,298.62,0.0704,0.6822,0.4147,0.508,moderate 5655,Mozambique,2023,urban,Administration,Mid_Level,32.13,325535,0.1885,264164,0.2944,77763,17,0.4888,0.7017,113.97,0.0621,0.3626,0.1626,0.4767,low 5656,South Africa,2018,capital,Social_Services,Executive,59.11,2767109,0.1125,2455675,0.7939,1949507,53,0.8032,0.8443,1815.41,0.0901,0.8013,0.6469,0.8243,high 5657,Ghana,2019,urban,Infrastructure,Mid_Level,30.64,683784,0.1413,587133,0.5634,330765,46,0.6992,0.7761,310.99,0.0506,0.6903,0.411,0.6971,high 5658,Uganda,2023,capital,Education,Director,47.48,333503,0.1966,267937,0.4158,111413,19,0.6096,0.8099,513.12,0.0646,0.7399,0.3604,0.5838,moderate 5659,Senegal,2025,capital,Security,Junior,18.49,410225,0.0828,376240,0.5706,214687,39,0.7272,0.8138,283.04,0.055,0.7475,0.376,0.7039,high 5660,Uganda,2024,rural,Security,Mid_Level,49.0,333220,0.2594,246785,0.2284,56364,29,0.5626,0.8023,293.66,0.0641,0.6648,0.3885,0.5404,moderate 5661,DRC,2024,urban,Justice,Junior,105.0,690264,0.2792,497527,0.2314,115109,11,0.577,0.6513,103.38,0.0593,0.3783,0.1729,0.4184,low 5662,Nigeria,2018,rural,Justice,Junior,198.33,4557914,0.1864,3708099,0.3222,1194784,35,0.6823,0.7345,303.55,0.0659,0.6024,0.4381,0.5857,moderate 5663,DRC,2020,urban,Education,Junior,92.57,474408,0.2281,366185,0.2263,82877,11,0.5657,0.6701,154.48,0.0582,0.4008,0.2174,0.4394,low 5664,Uganda,2023,urban,Social_Services,Mid_Level,47.48,399092,0.1728,330122,0.3889,128397,23,0.6532,0.6986,233.43,0.0648,0.7295,0.4586,0.5851,moderate 5665,DRC,2022,rural,Finance,Junior,98.59,589255,0.3971,355251,0.1501,53323,12,0.6208,0.5982,87.74,0.0629,0.3722,0.2132,0.3665,low 5666,Mozambique,2021,rural,ICT,Mid_Level,30.47,320923,0.3222,217519,0.1815,39476,12,0.5815,0.6685,109.54,0.0656,0.421,0.1784,0.405,low 5667,Rwanda,2019,rural,Finance,Junior,12.43,329594,0.0809,302927,0.3818,115653,82,0.9367,0.9002,494.37,0.0862,0.9347,0.5803,0.8168,high 5668,Ghana,2021,urban,Education,Director,31.94,745498,0.1358,644255,0.4747,305831,37,0.688,0.7892,525.35,0.0612,0.677,0.3256,0.6459,moderate 5669,Mozambique,2024,rural,Security,Junior,33.0,329269,0.2762,238326,0.1786,42557,19,0.4964,0.6508,88.29,0.0585,0.4358,0.196,0.4339,low 5670,Kenya,2025,rural,Administration,Senior,56.15,2175740,0.1174,1920234,0.4563,876149,47,0.7597,0.8447,528.76,0.0932,0.95,0.6985,0.7438,high 5671,Ghana,2025,remote,Justice,Mid_Level,34.71,784120,0.2283,605138,0.2731,165281,38,0.6821,0.7888,214.1,0.0556,0.5995,0.4408,0.5786,moderate 5672,Rwanda,2021,urban,Infrastructure,Senior,13.04,400802,0.0901,364682,0.6181,225392,75,0.6949,0.837,676.01,0.0826,0.8688,0.6004,0.842,high 5673,Senegal,2025,urban,Social_Services,Senior,18.49,385279,0.108,343680,0.4907,168650,30,0.5347,0.7505,381.97,0.056,0.5629,0.3901,0.6286,moderate 5674,DRC,2025,remote,Social_Services,Junior,108.36,588403,0.4998,294297,0.1296,38143,9,0.5241,0.6633,127.83,0.0635,0.4427,0.1724,0.3409,critical 5675,DRC,2025,urban,Infrastructure,Mid_Level,108.36,688723,0.237,525515,0.1897,99705,14,0.5027,0.6162,89.7,0.0602,0.4024,0.2017,0.426,low 5676,South Africa,2018,rural,Health,Executive,59.11,3013767,0.1641,2519266,0.4945,1245874,60,0.8159,0.8979,2096.15,0.0645,0.9479,0.7252,0.7846,high 5677,Uganda,2024,urban,Education,Junior,49.0,376323,0.2036,299690,0.379,113574,23,0.6393,0.747,255.14,0.0688,0.6501,0.3679,0.5652,moderate 5678,Kenya,2021,capital,Education,Mid_Level,51.68,1546204,0.0776,1426156,0.6504,927571,43,0.7724,0.8717,538.72,0.0811,0.95,0.7008,0.7965,high 5679,Tanzania,2024,urban,Finance,Mid_Level,67.0,1153663,0.1254,1008976,0.3424,345486,24,0.5882,0.7953,277.85,0.0562,0.6962,0.3448,0.5876,moderate 5680,Rwanda,2020,urban,Health,Senior,12.73,373694,0.0697,347640,0.6444,224014,76,0.8968,0.8807,927.52,0.0871,0.95,0.6318,0.874,high 5681,Uganda,2018,urban,Infrastructure,Junior,40.56,298200,0.1791,244783,0.3489,85404,24,0.5588,0.6854,224.96,0.0533,0.6731,0.3803,0.5606,moderate 5682,Rwanda,2022,urban,Agriculture,Junior,13.35,411874,0.062,386338,0.6484,250515,93,0.8802,0.7691,442.03,0.0674,0.7929,0.6863,0.8924,high 5683,Mozambique,2023,rural,Health,Junior,32.13,302145,0.259,223890,0.172,38512,22,0.5046,0.6478,152.33,0.0717,0.3695,0.2104,0.4384,low 5684,Botswana,2024,capital,Infrastructure,Director,2.6,130821,0.0905,118983,0.7731,91989,72,0.7247,0.9026,1452.07,0.0778,0.95,0.5837,0.8894,high 5685,South Africa,2024,urban,Health,Junior,62.0,3470132,0.1304,3017537,0.6181,1865096,50,0.6316,0.9312,467.88,0.077,0.8194,0.6177,0.7803,high 5686,Senegal,2025,urban,Security,Director,18.49,458483,0.1307,398576,0.5136,204716,35,0.7105,0.794,809.39,0.0691,0.6574,0.3204,0.6501,high 5687,Uganda,2025,urban,Administration,Junior,50.57,422725,0.2177,330716,0.3206,106018,20,0.6453,0.7494,273.78,0.061,0.6438,0.3774,0.5403,moderate 5688,Uganda,2025,rural,ICT,Senior,50.57,349199,0.2889,248313,0.2279,56597,28,0.6156,0.7201,412.49,0.0697,0.7458,0.3557,0.5229,moderate 5689,Tanzania,2023,capital,Health,Junior,65.05,1264980,0.1046,1132675,0.4668,528729,34,0.6807,0.7153,306.75,0.0671,0.6702,0.4756,0.6474,moderate 5690,Nigeria,2019,capital,Education,Junior,203.29,3665293,0.1428,3141776,0.4128,1296840,32,0.5572,0.7343,244.66,0.0518,0.7408,0.3355,0.6153,moderate 5691,Botswana,2019,urban,Social_Services,Mid_Level,2.41,103942,0.0873,94868,0.7591,72017,65,0.6993,0.8004,602.56,0.072,0.9193,0.7014,0.8626,high 5692,DRC,2019,capital,ICT,Senior,89.7,610306,0.23,469962,0.2146,100874,12,0.5911,0.6627,177.26,0.0614,0.3576,0.1911,0.4304,low 5693,South Africa,2021,rural,Infrastructure,Junior,60.54,3644203,0.1411,3130057,0.5115,1600994,42,0.6464,0.7979,494.15,0.0798,0.8801,0.5342,0.7087,high 5694,Botswana,2019,capital,Finance,Junior,2.41,98885,0.0818,90796,0.742,67366,56,0.6322,0.7858,371.06,0.0654,0.7999,0.6083,0.8137,high 5695,Mozambique,2022,rural,Administration,Director,31.29,283180,0.3083,195885,0.1908,37370,20,0.6306,0.6373,286.44,0.0661,0.4278,0.1951,0.4285,low 5696,South Africa,2019,rural,Justice,Senior,59.58,3053910,0.1393,2628439,0.4681,1230243,52,0.6687,0.8814,670.39,0.0897,0.8808,0.5642,0.7389,high 5697,Nigeria,2021,urban,Education,Junior,213.58,3937996,0.1735,3254723,0.463,1507092,28,0.5733,0.7686,274.02,0.0612,0.6996,0.3873,0.6164,moderate 5698,Rwanda,2023,urban,Education,Junior,13.67,371929,0.0753,343913,0.5465,187956,95,0.8434,0.7914,629.85,0.0909,0.8421,0.6937,0.8776,high 5699,Nigeria,2023,urban,Agriculture,Senior,224.39,4474785,0.1548,3782201,0.46,1739720,37,0.7302,0.7675,385.25,0.063,0.5637,0.4624,0.6365,moderate 5700,South Africa,2018,capital,Health,Mid_Level,59.11,2926234,0.1025,2626238,0.649,1704405,75,0.9189,0.8398,595.01,0.0721,0.95,0.5545,0.8505,high 5701,Tanzania,2024,urban,Security,Mid_Level,67.0,1307894,0.1318,1135467,0.4127,468637,28,0.5568,0.703,281.47,0.0536,0.6747,0.4737,0.6105,moderate 5702,Nigeria,2020,remote,Infrastructure,Mid_Level,208.37,3877453,0.3072,2686311,0.2488,668429,33,0.6995,0.6916,190.08,0.05,0.7245,0.4643,0.5405,moderate 5703,Senegal,2021,rural,Social_Services,Junior,16.62,339623,0.1795,278668,0.3021,84182,33,0.6488,0.7314,248.8,0.0674,0.6928,0.4473,0.5869,moderate 5704,Ghana,2020,urban,Education,Mid_Level,31.29,702749,0.1495,597722,0.5486,327935,48,0.639,0.7721,311.08,0.0586,0.647,0.3265,0.683,high 5705,Senegal,2025,rural,ICT,Junior,18.49,439935,0.1336,381172,0.298,113607,41,0.5899,0.7758,237.38,0.0703,0.6531,0.4225,0.6176,moderate 5706,Ghana,2024,urban,Administration,Junior,34.0,755376,0.1344,653846,0.4907,320859,33,0.6806,0.7901,305.46,0.0522,0.7107,0.4279,0.6539,high 5707,Nigeria,2024,rural,Administration,Senior,230.0,5195208,0.2224,4039597,0.3038,1227202,28,0.5948,0.7768,337.9,0.0483,0.5718,0.4473,0.5588,moderate 5708,Nigeria,2025,capital,Education,Mid_Level,235.75,5093367,0.1511,4323957,0.5367,2320600,31,0.6092,0.8114,219.61,0.0531,0.6054,0.3696,0.6431,moderate 5709,Ghana,2021,urban,Social_Services,Executive,31.94,909994,0.1352,786974,0.5306,417581,27,0.6056,0.7653,1248.45,0.0501,0.6523,0.3891,0.6353,moderate 5710,Botswana,2019,remote,Administration,Junior,2.41,100341,0.1512,85168,0.347,29549,74,0.8677,0.8362,637.38,0.0688,0.8291,0.708,0.7631,high 5711,Botswana,2022,urban,Infrastructure,Senior,2.52,109524,0.0727,101561,0.7244,73573,67,0.7939,0.805,880.25,0.066,0.8274,0.5221,0.8361,high 5712,Nigeria,2023,rural,Infrastructure,Junior,224.39,3879584,0.1926,3132404,0.3013,943856,29,0.6645,0.8165,295.52,0.0564,0.5563,0.4759,0.5754,moderate 5713,Ethiopia,2023,urban,Administration,Junior,122.93,1405856,0.2204,1096009,0.2671,292796,11,0.4827,0.6712,153.62,0.0716,0.387,0.2212,0.4507,low 5714,Senegal,2019,rural,Finance,Mid_Level,15.76,297911,0.1671,248128,0.3387,84040,33,0.5794,0.7287,182.66,0.0563,0.6057,0.4451,0.5898,moderate 5715,Uganda,2019,capital,Social_Services,Mid_Level,41.86,349740,0.1431,299700,0.4077,122190,24,0.5905,0.8188,215.75,0.0618,0.5778,0.3819,0.5949,moderate 5716,Ghana,2020,rural,Justice,Senior,31.29,723104,0.178,594402,0.3647,216792,38,0.5982,0.7813,402.72,0.0698,0.6696,0.4311,0.6189,moderate 5717,Nigeria,2020,capital,Administration,Mid_Level,208.37,4140382,0.1679,3445135,0.435,1498589,33,0.5799,0.741,231.88,0.0661,0.6437,0.3754,0.6123,moderate 5718,Kenya,2020,rural,Education,Mid_Level,50.61,1730762,0.1246,1515191,0.4369,661958,64,0.6784,0.8868,392.87,0.0642,0.7757,0.753,0.774,high 5719,Botswana,2024,urban,Security,Junior,2.6,125918,0.1058,112597,0.778,87596,72,0.7755,0.8273,432.99,0.0667,0.8307,0.6652,0.8717,high 5720,Ghana,2020,rural,Justice,Mid_Level,31.29,877363,0.1892,711377,0.3179,226141,44,0.7429,0.727,248.95,0.0497,0.6044,0.4722,0.6089,moderate 5721,Senegal,2025,rural,Health,Junior,18.49,418289,0.1349,361867,0.3479,125910,24,0.6832,0.6922,225.51,0.0503,0.6274,0.3738,0.5672,moderate 5722,Senegal,2023,remote,Social_Services,Mid_Level,17.53,443175,0.1545,374706,0.2713,101650,25,0.6195,0.7967,274.21,0.0507,0.5884,0.4619,0.5662,moderate 5723,Mozambique,2025,rural,Education,Junior,33.89,295402,0.2653,217018,0.1813,39341,15,0.5852,0.6119,90.4,0.0584,0.4166,0.1747,0.4174,low 5724,Ghana,2022,capital,Education,Senior,32.62,729003,0.1194,641927,0.4664,299419,38,0.6016,0.7084,375.96,0.0717,0.5982,0.4083,0.6387,moderate 5725,Ghana,2021,rural,Administration,Junior,31.94,896534,0.196,720800,0.4046,291609,31,0.6617,0.7258,203.4,0.0591,0.6464,0.4234,0.5955,moderate 5726,Ghana,2020,capital,Education,Senior,31.29,867529,0.0927,787093,0.4974,391476,27,0.608,0.701,437.61,0.0677,0.6495,0.3945,0.6282,moderate 5727,Ethiopia,2022,urban,Security,Mid_Level,119.93,1284965,0.2035,1023494,0.2841,290732,18,0.5141,0.5944,93.58,0.0536,0.4029,0.1625,0.4608,low 5728,Senegal,2018,remote,Health,Junior,15.34,323385,0.2113,255060,0.2805,71533,38,0.6523,0.7562,240.79,0.0715,0.7399,0.4418,0.5939,moderate 5729,Ethiopia,2025,rural,Agriculture,Mid_Level,129.15,1480481,0.313,1017104,0.2032,206662,18,0.5473,0.6677,85.41,0.062,0.4222,0.2266,0.4326,low 5730,DRC,2025,rural,Agriculture,Junior,108.36,738619,0.3538,477309,0.1446,69013,14,0.5789,0.674,93.1,0.0485,0.4002,0.1735,0.3912,low 5731,Ghana,2023,rural,Education,Junior,33.3,914768,0.1801,750026,0.3433,257448,37,0.6391,0.6822,228.77,0.0509,0.5857,0.374,0.5816,moderate 5732,South Africa,2025,urban,Education,Junior,62.5,3194504,0.1089,2846502,0.7156,2036873,60,0.8365,0.8203,388.61,0.0913,0.948,0.6998,0.8395,high 5733,Botswana,2019,urban,Health,Junior,2.41,114240,0.0991,102923,0.7761,79882,61,0.6904,0.9096,457.84,0.0771,0.8329,0.5338,0.8449,high 5734,South Africa,2019,capital,Justice,Mid_Level,59.58,2746099,0.0858,2510391,0.6963,1748051,62,0.7864,0.8165,518.6,0.0834,0.7819,0.7776,0.836,high 5735,Kenya,2025,urban,Agriculture,Junior,56.15,2165277,0.079,1994177,0.5162,1029319,59,0.6797,0.9327,600.59,0.0905,0.8193,0.5719,0.7858,high 5736,Senegal,2024,urban,Justice,Mid_Level,18.0,439984,0.1269,384155,0.4809,184737,35,0.6972,0.7494,253.32,0.0706,0.7073,0.461,0.6552,high 5737,DRC,2023,urban,Administration,Junior,101.74,577071,0.2244,447552,0.2283,102176,12,0.5602,0.6762,143.63,0.0543,0.4207,0.2017,0.4446,low 5738,South Africa,2025,capital,Education,Junior,62.5,2871014,0.1136,2544953,0.7631,1942166,60,0.8141,0.8735,543.61,0.0715,0.95,0.6485,0.8533,high 5739,Senegal,2025,urban,Finance,Mid_Level,18.49,443688,0.1013,398723,0.5255,209512,23,0.5121,0.6922,259.6,0.0633,0.7279,0.3919,0.6293,moderate 5740,Mozambique,2024,rural,Finance,Mid_Level,33.0,301759,0.2971,212096,0.1896,40203,21,0.5607,0.6098,118.87,0.0598,0.3688,0.2084,0.4248,low 5741,Ethiopia,2020,rural,Infrastructure,Junior,114.15,1438373,0.2834,1030737,0.2269,233834,17,0.6175,0.6192,137.77,0.0638,0.4391,0.2121,0.4364,low 5742,Mozambique,2018,rural,Security,Director,28.12,262822,0.2539,196098,0.2054,40271,19,0.5666,0.6789,215.38,0.0573,0.38,0.1668,0.4419,low 5743,Botswana,2025,remote,Agriculture,Junior,2.64,124084,0.1721,102727,0.4164,42772,60,0.787,0.7912,551.89,0.0716,0.95,0.7013,0.7449,high 5744,Senegal,2018,rural,Finance,Director,15.34,342400,0.1277,298664,0.3621,108146,40,0.6708,0.8063,554.15,0.055,0.7251,0.3868,0.6407,moderate 5745,Kenya,2025,remote,Infrastructure,Senior,56.15,2142150,0.1484,1824161,0.3084,562559,65,0.7619,0.8162,582.55,0.0776,0.8963,0.6483,0.7294,high 5746,South Africa,2024,remote,Education,Senior,62.0,3414103,0.2274,2637683,0.3432,905171,58,0.6885,0.8841,650.93,0.0771,0.9143,0.7335,0.7213,high 5747,Ghana,2023,urban,Health,Junior,33.3,797030,0.102,715715,0.4592,328668,47,0.6295,0.7949,273.85,0.051,0.5923,0.3248,0.6677,high 5748,South Africa,2018,rural,ICT,Director,59.11,2996202,0.1324,2599550,0.5051,1312980,52,0.6431,0.8431,935.53,0.0648,0.9111,0.6835,0.7591,high 5749,Mozambique,2022,capital,Health,Junior,31.29,297287,0.1956,239143,0.2408,57586,14,0.5967,0.6356,116.73,0.0505,0.3663,0.1872,0.447,low 5750,Botswana,2025,urban,Health,Mid_Level,2.64,134034,0.0718,124406,0.6911,85973,63,0.7794,0.7832,395.5,0.0817,0.9065,0.7016,0.8406,high 5751,Rwanda,2023,rural,Justice,Director,13.67,422250,0.1118,375063,0.4911,184181,73,0.7014,0.9076,963.68,0.0747,0.95,0.5746,0.8159,high 5752,Kenya,2019,rural,Education,Mid_Level,49.57,1611133,0.1192,1419082,0.4513,640377,63,0.7451,0.8501,554.39,0.0731,0.95,0.7659,0.7896,high 5753,Uganda,2019,urban,Health,Junior,41.86,343859,0.1723,284598,0.3319,94452,21,0.6175,0.7192,254.63,0.0674,0.5664,0.3492,0.5418,moderate 5754,Mozambique,2022,urban,Administration,Junior,31.29,296824,0.1617,248824,0.2192,54545,13,0.537,0.6284,114.47,0.0568,0.3403,0.2085,0.446,low 5755,Tanzania,2020,urban,Social_Services,Director,59.53,1191420,0.1312,1035128,0.3615,374238,27,0.6759,0.7959,608.72,0.0666,0.5887,0.3241,0.5857,moderate 5756,DRC,2025,remote,Security,Junior,108.36,568999,0.3418,374487,0.1003,37562,10,0.5027,0.6186,147.76,0.0522,0.3453,0.1924,0.3612,low 5757,Uganda,2024,urban,Security,Mid_Level,49.0,351165,0.2072,278395,0.3168,88196,25,0.6762,0.6924,193.97,0.0717,0.7419,0.3979,0.5577,moderate 5758,Rwanda,2019,urban,Infrastructure,Junior,12.43,398884,0.0677,371877,0.6507,241984,81,0.7292,0.8376,505.38,0.0793,0.9014,0.7256,0.8866,high 5759,Ethiopia,2022,urban,Agriculture,Junior,119.93,1307594,0.2641,962218,0.2974,286168,13,0.5141,0.6389,139.67,0.0663,0.3974,0.2257,0.4489,low 5760,Senegal,2022,rural,Social_Services,Mid_Level,17.07,339759,0.1654,283560,0.3661,103819,33,0.6715,0.7483,175.97,0.0667,0.6406,0.4743,0.6064,moderate 5761,DRC,2018,remote,Health,Junior,86.92,506733,0.3665,321018,0.1225,39312,12,0.6033,0.6955,105.05,0.0665,0.4416,0.1856,0.386,low 5762,Uganda,2020,capital,ICT,Director,43.2,367243,0.136,317299,0.3915,124227,27,0.533,0.738,472.31,0.0695,0.6763,0.4192,0.6016,moderate 5763,Mozambique,2020,urban,Justice,Junior,29.66,314193,0.2014,250929,0.251,62982,19,0.4926,0.6541,124.86,0.0507,0.3452,0.1908,0.4616,low 5764,Nigeria,2025,rural,Infrastructure,Executive,235.75,4769938,0.1702,3958128,0.3435,1359705,38,0.744,0.7067,1025.97,0.0578,0.6385,0.3714,0.5953,moderate 5765,Senegal,2018,capital,Health,Mid_Level,15.34,305365,0.1009,274564,0.4543,124732,36,0.725,0.7625,190.58,0.0518,0.712,0.3866,0.6526,high 5766,Uganda,2023,rural,Education,Junior,47.48,404877,0.2028,322768,0.2592,83659,17,0.5699,0.7482,258.05,0.0565,0.5972,0.3952,0.5181,moderate 5767,Ghana,2021,urban,Infrastructure,Mid_Level,31.94,760653,0.1152,673005,0.5356,360494,38,0.5757,0.706,245.06,0.0488,0.577,0.3418,0.6479,moderate 5768,Ethiopia,2024,urban,Social_Services,Junior,126.0,1605911,0.2224,1248690,0.2627,328083,18,0.6365,0.6823,131.8,0.0586,0.3471,0.1936,0.4615,low 5769,Rwanda,2023,urban,ICT,Mid_Level,13.67,368485,0.0628,345327,0.5492,189663,76,0.9166,0.933,579.06,0.0718,0.95,0.764,0.8729,high 5770,Tanzania,2023,capital,Education,Mid_Level,65.05,1099806,0.1288,958197,0.446,427393,34,0.624,0.6794,182.53,0.0518,0.6015,0.4272,0.6191,moderate 5771,Botswana,2023,rural,Health,Mid_Level,2.56,117394,0.1062,104932,0.514,53934,53,0.6096,0.8455,541.28,0.0816,0.95,0.5813,0.7644,high 5772,Senegal,2020,rural,Education,Senior,16.18,303898,0.1675,252985,0.3641,92108,36,0.6536,0.7117,295.36,0.0694,0.7474,0.3464,0.6053,moderate 5773,Uganda,2021,capital,Education,Mid_Level,44.58,403285,0.1612,338287,0.4299,145420,27,0.6423,0.7919,188.44,0.067,0.5817,0.4359,0.6052,moderate 5774,Tanzania,2025,urban,Infrastructure,Mid_Level,69.01,1126503,0.1119,1000418,0.432,432164,33,0.5881,0.7759,266.81,0.0558,0.6058,0.4592,0.6354,moderate 5775,Tanzania,2021,remote,Social_Services,Senior,61.31,1010205,0.2231,784796,0.1936,151958,24,0.685,0.7699,338.01,0.055,0.5942,0.3377,0.5113,moderate 5776,Rwanda,2019,urban,Finance,Junior,12.43,334131,0.0689,311093,0.5905,183712,56,0.6263,0.9,409.93,0.0737,0.8009,0.568,0.7923,high 5777,Tanzania,2024,remote,Finance,Junior,67.0,1276559,0.2036,1016591,0.2303,234081,30,0.6758,0.7132,223.1,0.054,0.6772,0.4762,0.554,moderate 5778,DRC,2021,urban,Agriculture,Junior,95.53,506445,0.2515,379073,0.22,83409,11,0.5872,0.6731,117.09,0.0708,0.4002,0.1888,0.4295,low 5779,Uganda,2021,capital,Security,Mid_Level,44.58,327017,0.186,266181,0.4108,109339,16,0.5244,0.825,176.19,0.0701,0.7119,0.4364,0.5848,moderate 5780,DRC,2022,urban,Health,Junior,98.59,602454,0.2903,427534,0.1921,82144,10,0.4831,0.666,138.9,0.0682,0.3592,0.216,0.4079,low 5781,Kenya,2021,remote,Security,Junior,51.68,1702459,0.1687,1415301,0.3306,467841,49,0.6537,0.8085,446.96,0.0668,0.873,0.5623,0.6778,high 5782,Senegal,2019,capital,Health,Mid_Level,15.76,363554,0.1157,321483,0.5027,161625,24,0.5654,0.7546,282.52,0.0535,0.6999,0.4376,0.6337,moderate 5783,Senegal,2023,rural,Education,Mid_Level,17.53,359709,0.1764,296265,0.2881,85348,36,0.7157,0.7252,213.03,0.0507,0.6535,0.3502,0.5771,moderate 5784,Botswana,2022,urban,Health,Mid_Level,2.52,127786,0.1034,114571,0.6141,70359,80,0.8809,0.9284,423.91,0.0824,0.9198,0.7354,0.8825,high 5785,Botswana,2018,urban,Finance,Executive,2.38,117307,0.1043,105075,0.7266,76347,56,0.7595,0.9069,1754.05,0.0827,0.8012,0.5581,0.8175,high 5786,DRC,2021,rural,Finance,Junior,95.53,625907,0.3086,432740,0.1753,75880,10,0.5666,0.6444,85.48,0.0626,0.3352,0.1643,0.3883,low 5787,Tanzania,2023,urban,Administration,Mid_Level,65.05,1341956,0.112,1191623,0.4511,537525,22,0.5332,0.7479,272.82,0.063,0.6214,0.4184,0.6059,moderate 5788,South Africa,2021,capital,Health,Mid_Level,60.54,3304426,0.1066,2952314,0.6919,2042594,60,0.654,0.8808,608.07,0.0677,0.95,0.6289,0.8363,high 5789,Nigeria,2024,urban,Education,Junior,230.0,4078496,0.1271,3560172,0.3686,1312225,38,0.7478,0.6809,203.47,0.0597,0.6783,0.3476,0.6101,moderate 5790,Kenya,2019,urban,Health,Mid_Level,49.57,1934385,0.1129,1715977,0.579,993586,48,0.7478,0.9183,494.95,0.0911,0.8901,0.637,0.777,high 5791,Senegal,2022,urban,Education,Senior,17.07,426628,0.1154,377381,0.4973,187658,27,0.6433,0.7212,301.24,0.0597,0.5585,0.3666,0.6137,moderate 5792,Uganda,2019,urban,Infrastructure,Mid_Level,41.86,296860,0.1846,242073,0.3087,74722,26,0.6752,0.8236,252.9,0.0684,0.642,0.3525,0.569,moderate 5793,South Africa,2024,capital,Agriculture,Director,62.0,3060532,0.0959,2767141,0.6188,1712251,60,0.7704,0.8518,1128.62,0.0777,0.95,0.7654,0.83,high 5794,Ghana,2020,rural,Social_Services,Mid_Level,31.29,873411,0.179,717053,0.3364,241194,39,0.6675,0.7258,187.18,0.068,0.707,0.3246,0.5989,moderate 5795,Tanzania,2023,rural,Education,Senior,65.05,1286392,0.2115,1014321,0.2543,257901,25,0.5154,0.7846,357.38,0.066,0.7074,0.3306,0.5447,moderate 5796,Senegal,2025,urban,ICT,Junior,18.49,388466,0.1115,345148,0.518,178790,25,0.6087,0.6949,208.54,0.0626,0.6072,0.3659,0.6157,moderate 5797,Rwanda,2023,rural,Health,Junior,13.67,413450,0.1173,364948,0.4199,153236,65,0.6674,0.8006,499.13,0.0734,0.9356,0.5985,0.7616,high 5798,Uganda,2019,rural,Security,Director,41.86,341464,0.2971,240007,0.2379,57091,22,0.5812,0.7789,524.37,0.0511,0.638,0.4289,0.5137,moderate 5799,Mozambique,2023,rural,Security,Junior,32.13,349438,0.2753,253245,0.163,41266,15,0.5207,0.6023,94.16,0.0694,0.3841,0.1931,0.4075,low 5800,Uganda,2024,urban,Education,Junior,49.0,343491,0.1662,286392,0.3917,112171,23,0.6077,0.7301,248.74,0.0638,0.6337,0.373,0.574,moderate 5801,Ethiopia,2020,urban,Agriculture,Junior,114.15,1230072,0.2286,948908,0.3123,296370,12,0.4674,0.6719,86.9,0.056,0.3841,0.2205,0.4622,low 5802,Ghana,2024,urban,Administration,Junior,34.0,843484,0.1208,741605,0.5184,384438,35,0.7229,0.8011,233.41,0.0486,0.659,0.3588,0.6588,high 5803,Uganda,2020,urban,Social_Services,Mid_Level,43.2,351564,0.2063,279053,0.3368,93990,22,0.5123,0.6829,199.09,0.066,0.7323,0.4188,0.5552,moderate 5804,Uganda,2018,rural,Education,Senior,40.56,346965,0.238,264373,0.2554,67510,25,0.6771,0.7198,435.87,0.0645,0.5992,0.36,0.5207,moderate 5805,DRC,2019,capital,Education,Junior,89.7,498119,0.2115,392744,0.238,93457,11,0.5143,0.6001,124.38,0.0682,0.4034,0.2054,0.435,low 5806,Kenya,2021,urban,Security,Junior,51.68,2054682,0.0764,1897651,0.5437,1031800,67,0.8396,0.7745,458.17,0.086,0.9239,0.7629,0.8192,high 5807,Botswana,2024,rural,Agriculture,Executive,2.6,117073,0.0943,106031,0.5355,56780,68,0.8514,0.8416,1595.04,0.085,0.95,0.5435,0.8059,high 5808,Rwanda,2019,capital,Health,Mid_Level,12.43,325636,0.0802,299511,0.5901,176743,54,0.6804,0.8459,597.52,0.0837,0.95,0.624,0.7968,high 5809,Rwanda,2018,remote,Agriculture,Mid_Level,12.14,358932,0.1103,319355,0.3146,100472,67,0.7351,0.8119,500.16,0.088,0.95,0.5505,0.7404,high 5810,Rwanda,2025,urban,Infrastructure,Junior,14.34,383272,0.0851,350641,0.6031,211465,63,0.8475,0.9116,463.61,0.0705,0.8704,0.7002,0.8308,high 5811,Senegal,2020,urban,Administration,Director,16.18,351021,0.1315,304852,0.4419,134714,32,0.5738,0.712,698.2,0.0667,0.6638,0.4224,0.623,moderate 5812,South Africa,2020,remote,Security,Senior,60.06,3442924,0.197,2764681,0.3692,1020857,47,0.6602,0.8669,602.97,0.0903,0.8767,0.7586,0.7041,high 5813,Rwanda,2024,capital,Health,Junior,14.0,367030,0.0616,344420,0.561,193233,73,0.8118,0.8981,617.21,0.0649,0.95,0.6687,0.854,high 5814,Uganda,2023,capital,Finance,Junior,47.48,368881,0.159,310213,0.3507,108798,20,0.6216,0.7158,286.36,0.0592,0.7421,0.3777,0.5673,moderate 5815,Ghana,2025,capital,Health,Junior,34.71,967258,0.1224,848819,0.5089,432003,26,0.662,0.803,214.08,0.0486,0.7418,0.3795,0.6442,moderate 5816,Nigeria,2019,remote,Justice,Junior,203.29,4014212,0.2543,2993521,0.2264,677697,33,0.5618,0.7411,255.89,0.0629,0.5818,0.453,0.5402,moderate 5817,Senegal,2022,remote,Education,Director,17.07,330059,0.2246,255924,0.2703,69188,31,0.5446,0.7958,595.67,0.0632,0.638,0.3563,0.5577,moderate 5818,Mozambique,2018,remote,Education,Mid_Level,28.12,287241,0.3737,179901,0.1309,23544,20,0.5148,0.6913,149.08,0.0697,0.3365,0.1998,0.3966,low 5819,Kenya,2025,rural,Administration,Mid_Level,56.15,2172793,0.1038,1947199,0.3783,736582,59,0.8053,0.7961,591.4,0.0713,0.95,0.6546,0.746,high 5820,DRC,2024,urban,Education,Senior,105.0,710649,0.2645,522668,0.238,124377,8,0.5392,0.6351,202.84,0.0559,0.3331,0.1978,0.4117,low 5821,Ghana,2022,rural,Social_Services,Executive,32.62,879604,0.1549,743328,0.4121,306307,41,0.7426,0.7374,785.2,0.0644,0.579,0.4592,0.6312,moderate 5822,Nigeria,2023,urban,Health,Junior,224.39,4195216,0.1289,3654423,0.3835,1401323,31,0.5375,0.7461,264.33,0.0539,0.7465,0.3932,0.617,moderate 5823,Mozambique,2024,urban,Health,Junior,33.0,309453,0.1858,251957,0.2336,58856,16,0.5,0.7002,105.92,0.0655,0.4385,0.2349,0.4743,low 5824,Rwanda,2022,urban,Administration,Executive,13.35,430902,0.078,397301,0.5405,214728,80,0.7549,0.7953,1880.71,0.0768,0.9122,0.6201,0.8381,high 5825,DRC,2018,rural,Education,Mid_Level,86.92,508855,0.3232,344398,0.1727,59462,13,0.6003,0.6675,147.36,0.0632,0.3349,0.2002,0.3985,low 5826,Uganda,2022,remote,Infrastructure,Junior,46.01,362592,0.3053,251903,0.1983,49959,19,0.5466,0.8191,248.25,0.0684,0.74,0.4496,0.5126,moderate 5827,Tanzania,2021,capital,Social_Services,Mid_Level,61.31,1043434,0.1384,899010,0.4467,401596,31,0.6253,0.7669,229.76,0.0563,0.693,0.3812,0.627,moderate 5828,South Africa,2021,capital,Social_Services,Senior,60.54,2878475,0.1143,2549383,0.6484,1653077,50,0.635,0.8028,703.02,0.0734,0.8299,0.6833,0.7802,high 5829,Ethiopia,2024,urban,Health,Mid_Level,126.0,1661288,0.2305,1278347,0.3156,403487,10,0.4952,0.6697,111.07,0.0527,0.4386,0.1923,0.4598,low 5830,Botswana,2024,remote,Health,Director,2.6,124733,0.1633,104367,0.3391,35385,54,0.7103,0.791,1412.77,0.0929,0.95,0.5989,0.7025,high 5831,Rwanda,2022,capital,Education,Junior,13.35,402474,0.0609,377975,0.5605,211841,64,0.6732,0.7717,491.64,0.0845,0.95,0.5736,0.803,high 5832,Tanzania,2018,rural,Infrastructure,Director,56.11,999911,0.212,787936,0.2532,199507,35,0.6231,0.8051,451.2,0.0525,0.6672,0.3224,0.5675,moderate 5833,Uganda,2022,urban,Infrastructure,Mid_Level,46.01,382064,0.2075,302774,0.3411,103279,25,0.6067,0.7512,268.93,0.0601,0.6395,0.3706,0.5596,moderate 5834,DRC,2022,urban,Health,Junior,98.59,658864,0.2869,469828,0.2439,114610,11,0.5067,0.7148,127.8,0.0698,0.3733,0.2218,0.4335,low 5835,Kenya,2024,rural,Education,Senior,55.0,1907290,0.1388,1642547,0.4213,691964,40,0.6476,0.8294,942.03,0.0908,0.8601,0.6787,0.6989,high 5836,Botswana,2021,rural,Finance,Junior,2.49,121205,0.1388,104386,0.4311,45002,48,0.6966,0.8878,624.82,0.0733,0.9037,0.735,0.7401,high 5837,DRC,2020,capital,Social_Services,Junior,92.57,636779,0.2019,508223,0.243,123472,15,0.52,0.6404,114.95,0.0608,0.3747,0.2027,0.4516,low 5838,Ethiopia,2023,urban,Security,Junior,122.93,1369173,0.1833,1118194,0.3169,354361,14,0.5213,0.6722,110.13,0.0599,0.3744,0.1817,0.4748,low 5839,Nigeria,2025,capital,Education,Mid_Level,235.75,4661182,0.1398,4009562,0.4796,1922853,34,0.5601,0.684,225.06,0.059,0.7119,0.3219,0.6259,moderate 5840,Senegal,2023,urban,Finance,Mid_Level,17.53,352977,0.1001,317658,0.4946,157124,39,0.6091,0.7694,252.42,0.0623,0.7209,0.4157,0.6752,high 5841,Senegal,2024,urban,Health,Junior,18.0,413340,0.1079,368731,0.4536,167267,37,0.6722,0.7851,180.56,0.0703,0.6236,0.4337,0.6524,high 5842,Uganda,2021,capital,Infrastructure,Junior,44.58,308273,0.1531,261072,0.3815,99610,19,0.6607,0.6792,305.24,0.0582,0.6998,0.4654,0.573,moderate 5843,Rwanda,2022,urban,Security,Executive,13.35,350191,0.0776,323019,0.5974,192982,89,0.7547,0.874,1760.64,0.0884,0.7915,0.7382,0.8865,high 5844,South Africa,2018,rural,Infrastructure,Director,59.11,2671301,0.1865,2173095,0.4741,1030212,44,0.7744,0.8128,1013.11,0.0662,0.9147,0.6957,0.7149,high 5845,Rwanda,2020,rural,Social_Services,Mid_Level,12.73,435231,0.0849,398262,0.4668,185912,85,0.8544,0.7887,513.13,0.0693,0.7967,0.6606,0.822,high 5846,Uganda,2022,rural,Education,Director,46.01,375907,0.2666,275684,0.234,64520,26,0.6325,0.7027,625.53,0.0573,0.7471,0.4775,0.5347,moderate 5847,DRC,2022,urban,Finance,Junior,98.59,640056,0.2523,478550,0.2181,104392,8,0.4658,0.6129,115.55,0.0585,0.4309,0.2224,0.4187,low 5848,Uganda,2023,capital,Infrastructure,Executive,47.48,379703,0.1715,314591,0.337,106021,19,0.5943,0.8047,1156.73,0.0681,0.7069,0.4202,0.5723,moderate 5849,Mozambique,2022,urban,Social_Services,Junior,31.29,316633,0.2418,240061,0.2406,57768,17,0.4966,0.6287,148.46,0.0545,0.4293,0.2029,0.4497,low 5850,Uganda,2022,remote,Finance,Junior,46.01,383978,0.3152,262933,0.1935,50884,27,0.6513,0.7376,202.28,0.0497,0.6008,0.4762,0.5054,moderate 5851,Botswana,2018,remote,Security,Mid_Level,2.38,118189,0.1354,102187,0.3244,33150,54,0.7805,0.8637,490.72,0.0883,0.9046,0.6427,0.7165,high 5852,Botswana,2025,urban,Security,Mid_Level,2.64,110745,0.1058,99030,0.5919,58612,60,0.7054,0.9315,529.86,0.076,0.8608,0.5429,0.8016,high 5853,Kenya,2018,capital,Finance,Junior,48.55,1946421,0.0765,1797440,0.6866,1234150,63,0.6879,0.8036,563.75,0.0948,0.9184,0.6178,0.8342,high 5854,Ghana,2018,rural,Education,Junior,30.01,685721,0.1795,562601,0.3544,199373,44,0.5931,0.778,305.25,0.0685,0.5854,0.4157,0.6205,moderate 5855,Kenya,2025,rural,Social_Services,Director,56.15,1736930,0.1101,1545732,0.4529,700017,61,0.6551,0.9109,1106.73,0.0936,0.7904,0.6777,0.7716,high 5856,Ethiopia,2025,rural,Health,Junior,129.15,1583519,0.3207,1075686,0.2267,243895,15,0.5272,0.5982,131.36,0.0613,0.3617,0.236,0.4135,low 5857,Botswana,2022,rural,Agriculture,Junior,2.52,128247,0.1212,112707,0.5214,58769,68,0.8348,0.9254,448.98,0.0912,0.8056,0.6308,0.8025,high 5858,Botswana,2025,urban,Health,Junior,2.64,126568,0.082,116187,0.6331,73554,79,0.754,0.7996,558.25,0.0862,0.7739,0.6661,0.8492,high 5859,Ethiopia,2018,remote,Security,Mid_Level,108.65,1397752,0.3213,948716,0.1376,130509,14,0.5893,0.7141,104.05,0.0698,0.3405,0.1841,0.3986,low 5860,South Africa,2021,urban,Social_Services,Junior,60.54,3466835,0.1381,2988163,0.6447,1926442,55,0.6125,0.889,638.7,0.0716,0.95,0.7751,0.82,high 5861,Ghana,2023,rural,Social_Services,Executive,33.3,863465,0.1359,746107,0.3924,292776,32,0.6297,0.7686,921.72,0.0508,0.6582,0.3963,0.6149,moderate 5862,Tanzania,2025,capital,Social_Services,Mid_Level,69.01,1134198,0.1131,1005942,0.3724,374620,27,0.6852,0.7878,218.61,0.0565,0.6104,0.3402,0.5956,moderate 5863,DRC,2019,rural,Agriculture,Junior,89.7,499887,0.3661,316879,0.1371,43430,9,0.5124,0.6988,142.89,0.05,0.3965,0.2269,0.3824,low 5864,South Africa,2022,urban,Administration,Mid_Level,61.02,3242737,0.1042,2904962,0.5813,1688785,50,0.7181,0.858,539.94,0.0703,0.9151,0.6787,0.7824,high 5865,Kenya,2024,capital,Education,Executive,55.0,1672247,0.0836,1532441,0.7042,1079171,54,0.7332,0.8106,2281.38,0.0948,0.9006,0.7451,0.8263,high 5866,Rwanda,2018,rural,ICT,Senior,12.14,319217,0.1063,285285,0.381,108705,55,0.6287,0.7893,766.21,0.0879,0.818,0.5217,0.7086,high 5867,Ghana,2021,urban,Finance,Mid_Level,31.94,911633,0.1151,806748,0.511,412277,45,0.6667,0.6772,227.77,0.0649,0.5889,0.4266,0.6646,high 5868,Ghana,2018,rural,Infrastructure,Mid_Level,30.01,644056,0.1984,516288,0.3728,192450,41,0.7268,0.6824,198.99,0.0518,0.5832,0.334,0.5902,moderate 5869,Uganda,2025,urban,Health,Mid_Level,50.57,388360,0.1667,323605,0.4035,130567,27,0.6248,0.7496,190.35,0.0595,0.633,0.4006,0.5925,moderate 5870,Mozambique,2021,rural,Agriculture,Junior,30.47,278112,0.2642,204632,0.2098,42940,22,0.5999,0.6595,122.33,0.055,0.3849,0.2056,0.4494,low 5871,Senegal,2024,urban,Education,Junior,18.0,374243,0.1137,331710,0.5241,173864,26,0.5223,0.7157,266.51,0.0709,0.6843,0.4458,0.638,moderate 5872,Kenya,2022,remote,Agriculture,Mid_Level,52.76,2114573,0.1611,1773830,0.2874,509747,66,0.7757,0.9023,470.77,0.0947,0.95,0.6848,0.7454,high 5873,Botswana,2024,rural,Social_Services,Mid_Level,2.6,124119,0.1397,106785,0.51,54464,47,0.5872,0.8959,363.81,0.0858,0.95,0.6658,0.7561,high 5874,DRC,2019,remote,Infrastructure,Junior,89.7,524084,0.4649,280458,0.1196,33556,12,0.4726,0.6396,133.47,0.0521,0.4464,0.1622,0.3505,low 5875,Ghana,2020,capital,Education,Junior,31.29,777534,0.1283,677788,0.5133,347898,30,0.5649,0.6877,197.28,0.0551,0.5975,0.3325,0.6174,moderate 5876,Rwanda,2025,capital,Security,Junior,14.34,436908,0.0538,413403,0.5583,230821,67,0.815,0.9303,485.6,0.0858,0.9283,0.7642,0.8524,high 5877,Nigeria,2022,urban,Security,Senior,218.92,4835980,0.1765,3982367,0.3765,1499394,29,0.6029,0.8227,295.67,0.059,0.695,0.3303,0.5984,moderate 5878,Tanzania,2025,rural,Health,Mid_Level,69.01,1293087,0.1568,1090344,0.3318,361764,27,0.6145,0.7776,205.16,0.0623,0.6161,0.4608,0.5856,moderate 5879,Ghana,2025,rural,Health,Mid_Level,34.71,988290,0.1587,831443,0.3448,286717,31,0.5439,0.6864,201.23,0.0579,0.662,0.4048,0.5837,moderate 5880,Rwanda,2021,rural,Social_Services,Junior,13.04,392226,0.1163,346591,0.3958,137191,68,0.795,0.8409,517.36,0.0653,0.9072,0.769,0.7836,high 5881,Botswana,2025,rural,Administration,Senior,2.64,107655,0.1264,94049,0.5726,53852,73,0.8646,0.8831,541.76,0.0646,0.95,0.5996,0.8315,high 5882,Mozambique,2021,urban,Education,Junior,30.47,298955,0.1849,243689,0.2934,71489,22,0.519,0.6157,92.74,0.0622,0.3953,0.1702,0.481,low 5883,Nigeria,2023,urban,Finance,Mid_Level,224.39,3852075,0.1818,3151594,0.3792,1195110,30,0.7024,0.818,287.43,0.0633,0.6512,0.3454,0.5967,moderate 5884,Kenya,2021,urban,Administration,Junior,51.68,1864777,0.1073,1664724,0.494,822418,54,0.7251,0.7745,561.34,0.0773,0.8946,0.5339,0.7407,high 5885,Ethiopia,2021,capital,Security,Senior,117.0,1262514,0.1657,1053276,0.3559,374910,14,0.5957,0.6147,143.49,0.0554,0.4189,0.2023,0.4869,low 5886,South Africa,2024,capital,Infrastructure,Junior,62.0,2953329,0.1003,2657008,0.7,1859936,55,0.8083,0.8279,612.41,0.0827,0.95,0.6737,0.824,high 5887,Uganda,2024,capital,Health,Mid_Level,49.0,363604,0.1657,303338,0.3597,109122,24,0.6363,0.7506,229.76,0.0627,0.7172,0.3681,0.5796,moderate 5888,South Africa,2019,urban,Finance,Mid_Level,59.58,3116222,0.1248,2727242,0.7308,1993179,49,0.6423,0.9347,643.78,0.0788,0.9051,0.667,0.8214,high 5889,Uganda,2022,rural,Infrastructure,Mid_Level,46.01,397670,0.2363,303707,0.275,83523,23,0.673,0.7562,292.11,0.0507,0.6781,0.338,0.5322,moderate 5890,Senegal,2023,urban,Security,Junior,17.53,422515,0.0963,381832,0.4224,161274,31,0.5959,0.6887,239.66,0.0618,0.6956,0.3518,0.6171,moderate 5891,Rwanda,2020,urban,Social_Services,Junior,12.73,407847,0.0872,372281,0.5437,202413,81,0.7439,0.9009,458.42,0.0838,0.95,0.5848,0.8552,high 5892,Tanzania,2023,urban,Security,Junior,65.05,1031149,0.1578,868482,0.3748,325502,29,0.6517,0.703,235.37,0.0508,0.5737,0.4617,0.5858,moderate 5893,Senegal,2023,urban,Infrastructure,Mid_Level,17.53,329957,0.1063,294873,0.4675,137853,30,0.5815,0.7451,284.86,0.0657,0.6681,0.443,0.6382,moderate 5894,Ghana,2019,capital,Justice,Junior,30.64,697082,0.0948,631030,0.5359,338138,38,0.6096,0.7286,319.98,0.0542,0.6327,0.3785,0.6657,high 5895,Tanzania,2022,rural,Administration,Junior,63.15,1108713,0.1903,897750,0.3249,291664,20,0.6622,0.7902,243.66,0.0627,0.7403,0.3521,0.5614,moderate 5896,Ethiopia,2025,capital,ICT,Junior,129.15,1646845,0.1592,1384674,0.3084,427079,10,0.4659,0.6878,150.24,0.0651,0.4299,0.1724,0.4757,low 5897,Uganda,2022,urban,Social_Services,Mid_Level,46.01,413992,0.2199,322938,0.3407,110028,25,0.6693,0.7298,291.18,0.048,0.6357,0.4219,0.5579,moderate 5898,Senegal,2020,remote,Security,Mid_Level,16.18,395006,0.2079,312890,0.2304,72087,38,0.6547,0.7058,321.49,0.0576,0.5595,0.4674,0.5592,moderate 5899,DRC,2019,rural,Infrastructure,Senior,89.7,470101,0.3694,296437,0.1654,49038,10,0.5875,0.6086,230.38,0.0704,0.4088,0.1874,0.3749,low 5900,Senegal,2021,rural,Education,Junior,16.62,359203,0.1683,298749,0.2973,88821,25,0.6726,0.8199,255.34,0.0651,0.5902,0.4586,0.5726,moderate 5901,Tanzania,2024,capital,Justice,Junior,67.0,1188020,0.1149,1051564,0.4854,510422,26,0.6623,0.7661,248.0,0.0641,0.5531,0.4066,0.6185,moderate 5902,Ethiopia,2019,rural,Social_Services,Mid_Level,111.37,1512361,0.2521,1131087,0.1904,215355,16,0.5026,0.6513,133.23,0.053,0.3785,0.2249,0.4326,low 5903,Mozambique,2020,rural,ICT,Senior,29.66,322834,0.2489,242491,0.1686,40873,20,0.5705,0.6752,159.01,0.053,0.3902,0.1692,0.4371,low 5904,Tanzania,2022,capital,Health,Mid_Level,63.15,1167392,0.1377,1006643,0.4086,411312,28,0.6269,0.7,177.99,0.0626,0.6575,0.4715,0.6056,moderate 5905,Uganda,2022,capital,Justice,Junior,46.01,390618,0.189,316788,0.3514,111325,19,0.5062,0.7046,212.82,0.0547,0.6416,0.4712,0.5551,moderate 5906,Senegal,2018,urban,Education,Senior,15.34,381513,0.1104,339399,0.5126,173984,40,0.6318,0.6903,480.65,0.0674,0.6927,0.3907,0.6625,high 5907,Tanzania,2019,urban,Finance,Mid_Level,57.79,919550,0.1505,781115,0.4277,334096,34,0.6892,0.8235,184.57,0.0703,0.7081,0.4106,0.6397,moderate 5908,Ethiopia,2020,capital,Health,Junior,114.15,1332841,0.2162,1044688,0.2891,302028,13,0.4998,0.7087,94.76,0.0606,0.3735,0.2054,0.4649,low 5909,Tanzania,2018,remote,Finance,Junior,56.11,953305,0.2742,691885,0.2098,145156,26,0.6699,0.8243,320.96,0.0512,0.6613,0.4158,0.5302,moderate 5910,Uganda,2024,urban,Finance,Junior,49.0,419129,0.2006,335032,0.4094,137170,23,0.6664,0.8201,180.59,0.0489,0.744,0.4159,0.5987,moderate 5911,South Africa,2020,urban,Finance,Junior,60.06,3575089,0.1111,3177746,0.653,2074926,73,0.8845,0.7968,400.81,0.0684,0.8374,0.6031,0.8315,high 5912,Kenya,2023,capital,Education,Junior,53.87,1615800,0.0757,1493537,0.6173,922015,54,0.7449,0.8317,518.77,0.0915,0.95,0.6694,0.8071,high 5913,Mozambique,2024,urban,ICT,Mid_Level,33.0,347001,0.2246,269061,0.2191,58949,14,0.5682,0.664,148.59,0.0608,0.3629,0.1991,0.4394,low 5914,Kenya,2020,rural,Agriculture,Junior,50.61,1703013,0.1349,1473262,0.4714,694556,49,0.7424,0.8367,464.2,0.0843,0.95,0.6037,0.7375,high 5915,DRC,2021,capital,Security,Junior,95.53,507794,0.2347,388598,0.2466,95842,9,0.552,0.6947,122.99,0.0671,0.3891,0.1786,0.4365,low 5916,Rwanda,2019,capital,Security,Junior,12.43,378276,0.0754,349767,0.5763,201579,57,0.7797,0.7701,412.08,0.0778,0.95,0.6562,0.7939,high 5917,Uganda,2019,rural,Education,Junior,41.86,335271,0.2657,246194,0.2959,72852,25,0.6505,0.8118,223.52,0.0616,0.7419,0.4085,0.5569,moderate 5918,South Africa,2019,remote,Education,Junior,59.58,3281277,0.1877,2665283,0.3417,910623,49,0.5995,0.7774,433.1,0.0775,0.95,0.5757,0.6802,high 5919,Mozambique,2023,remote,Finance,Executive,32.13,334576,0.3974,201607,0.1318,26564,19,0.517,0.7037,433.26,0.0518,0.3934,0.1734,0.3933,low 5920,South Africa,2020,urban,Health,Junior,60.06,3063470,0.1057,2739709,0.6766,1853646,42,0.6976,0.8574,506.99,0.0802,0.9215,0.6517,0.7837,high 5921,Botswana,2021,urban,Education,Junior,2.49,108339,0.0879,98820,0.7406,73188,64,0.8172,0.8975,448.03,0.0799,0.8625,0.5388,0.8479,high 5922,Tanzania,2024,rural,Health,Mid_Level,67.0,1330888,0.1508,1130195,0.2816,318313,22,0.5836,0.6981,180.09,0.0485,0.7375,0.3307,0.5492,moderate 5923,Kenya,2019,urban,Security,Junior,49.57,1758687,0.0929,1595244,0.5246,836849,62,0.8525,0.8151,411.79,0.0757,0.95,0.7191,0.8021,high 5924,Kenya,2024,remote,Education,Senior,55.0,2166002,0.1699,1798070,0.3033,545312,65,0.6542,0.8133,568.14,0.0763,0.95,0.6244,0.7253,high 5925,Rwanda,2022,urban,Health,Junior,13.35,345859,0.085,316473,0.5255,166314,67,0.781,0.856,534.6,0.0808,0.9082,0.6943,0.8163,high 5926,Tanzania,2020,urban,Finance,Junior,59.53,1231218,0.1609,1033064,0.4215,435387,30,0.6893,0.7288,254.46,0.0565,0.7264,0.4172,0.6138,moderate 5927,Ghana,2022,urban,Agriculture,Junior,32.62,818977,0.1112,727918,0.4617,336080,30,0.5635,0.7466,183.81,0.056,0.6459,0.3439,0.6236,moderate 5928,Kenya,2020,urban,Administration,Junior,50.61,1508426,0.1011,1355936,0.6507,882374,67,0.7595,0.7949,552.13,0.0898,0.9254,0.6114,0.8278,high 5929,Botswana,2020,urban,Education,Junior,2.45,120926,0.0901,110024,0.636,69973,75,0.7639,0.7968,365.01,0.0917,0.927,0.5277,0.839,high 5930,Nigeria,2021,urban,Education,Director,213.58,4856930,0.1726,4018865,0.3966,1593858,22,0.5094,0.6823,802.26,0.0522,0.6951,0.3702,0.5699,moderate 5931,DRC,2024,remote,Education,Junior,105.0,629093,0.3447,412238,0.1003,41346,14,0.5487,0.6498,127.74,0.0559,0.4207,0.1618,0.3796,low 5932,South Africa,2019,remote,Administration,Junior,59.58,3209016,0.2181,2509102,0.3254,816539,42,0.7,0.8967,569.68,0.0694,0.9282,0.5792,0.6671,high 5933,Botswana,2022,urban,Agriculture,Junior,2.52,114486,0.0887,104326,0.6188,64556,48,0.725,0.8064,509.27,0.0646,0.8465,0.5305,0.7612,high 5934,Tanzania,2020,rural,Security,Junior,59.53,949770,0.1566,801068,0.3217,257730,23,0.68,0.7582,324.82,0.0538,0.7375,0.4676,0.583,moderate 5935,Nigeria,2019,remote,Education,Junior,203.29,3900694,0.2186,3048122,0.2408,734097,31,0.5926,0.7221,180.39,0.064,0.6014,0.3957,0.5411,moderate 5936,Ethiopia,2022,rural,Security,Executive,119.93,1496158,0.2772,1081409,0.2311,249886,15,0.5075,0.6585,371.36,0.0563,0.3351,0.1663,0.4249,low 5937,DRC,2019,rural,Infrastructure,Junior,89.7,549698,0.2951,387498,0.1645,63755,12,0.4887,0.657,92.12,0.0642,0.3579,0.1639,0.3981,low 5938,DRC,2019,rural,Security,Junior,89.7,516478,0.3279,347150,0.1731,60108,14,0.6272,0.6871,116.06,0.0617,0.3961,0.2391,0.4129,low 5939,Nigeria,2023,urban,Security,Director,224.39,4071623,0.1854,3316760,0.4101,1360041,27,0.5578,0.7281,627.26,0.0521,0.5854,0.3661,0.578,moderate 5940,Ethiopia,2018,rural,Education,Senior,108.65,1256252,0.2887,893588,0.2347,209732,10,0.5736,0.6508,194.75,0.0713,0.3467,0.214,0.4152,low 5941,Ghana,2023,urban,Health,Junior,33.3,812606,0.1348,703043,0.508,357144,28,0.53,0.7306,191.82,0.0514,0.685,0.3961,0.631,moderate 5942,Mozambique,2023,urban,Health,Junior,32.13,274741,0.2309,211309,0.2933,61970,14,0.6304,0.6193,130.43,0.0571,0.4039,0.2274,0.4566,low 5943,Senegal,2024,remote,Education,Senior,18.0,378089,0.1648,315767,0.2353,74286,29,0.6277,0.7676,352.23,0.0679,0.5629,0.4588,0.5574,moderate 5944,Ethiopia,2023,urban,Agriculture,Junior,122.93,1301789,0.2614,961490,0.2734,262873,18,0.6198,0.6837,86.55,0.068,0.3874,0.2299,0.4623,low 5945,DRC,2021,rural,Education,Mid_Level,95.53,657773,0.3119,452618,0.1482,67056,13,0.5491,0.6214,153.85,0.0496,0.4338,0.1641,0.3946,low 5946,Ethiopia,2023,urban,Security,Mid_Level,122.93,1381441,0.2074,1094945,0.307,336172,10,0.5194,0.6103,119.78,0.0531,0.4128,0.2232,0.4551,low 5947,Nigeria,2020,rural,Infrastructure,Junior,208.37,4476750,0.1923,3615657,0.3208,1159910,36,0.6742,0.7331,254.84,0.0693,0.6762,0.4079,0.5905,moderate 5948,Kenya,2021,rural,Health,Mid_Level,51.68,1841019,0.1053,1647084,0.458,754299,54,0.7401,0.8633,624.25,0.0815,0.95,0.6597,0.7636,high 5949,Ethiopia,2024,rural,ICT,Mid_Level,126.0,1448606,0.3417,953644,0.2175,207413,16,0.6051,0.6506,135.28,0.0716,0.4153,0.2209,0.4202,low 5950,Tanzania,2023,rural,Security,Executive,65.05,1226696,0.1513,1041111,0.2661,276993,23,0.6239,0.6994,1235.93,0.0521,0.7159,0.4666,0.5594,moderate 5951,Rwanda,2025,capital,Infrastructure,Senior,14.34,484411,0.0676,451660,0.6043,272936,68,0.7499,0.8998,945.32,0.0787,0.95,0.7,0.8541,high 5952,Rwanda,2021,capital,Infrastructure,Junior,13.04,347591,0.0775,320649,0.5805,186129,94,0.7511,0.7972,564.08,0.0945,0.7899,0.5854,0.8679,high 5953,DRC,2022,remote,Finance,Mid_Level,98.59,565838,0.3572,363743,0.1002,36455,13,0.6145,0.6064,125.9,0.0658,0.3665,0.1907,0.3649,low 5954,Mozambique,2025,urban,Education,Junior,33.89,349630,0.199,280046,0.2929,82015,19,0.5305,0.5926,148.77,0.0659,0.4014,0.1961,0.4696,low 5955,Rwanda,2018,urban,Health,Senior,12.14,407153,0.0884,371143,0.5208,193287,71,0.8083,0.8417,822.17,0.0803,0.8031,0.5599,0.7981,high 5956,Uganda,2023,rural,Health,Junior,47.48,348193,0.2969,244805,0.2468,60411,21,0.6246,0.6926,217.83,0.0696,0.6783,0.3988,0.5016,moderate 5957,Senegal,2023,rural,Education,Director,17.53,367032,0.1461,313423,0.294,92150,33,0.6519,0.7505,721.78,0.0561,0.6687,0.3546,0.5844,moderate 5958,Kenya,2025,rural,Education,Junior,56.15,1769224,0.1083,1577540,0.4419,697065,37,0.6018,0.8333,358.48,0.0721,0.95,0.7416,0.72,high 5959,Tanzania,2021,rural,Social_Services,Junior,61.31,1206183,0.2098,953131,0.31,295502,25,0.6028,0.6982,287.62,0.0652,0.674,0.4531,0.555,moderate 5960,Senegal,2018,urban,Education,Mid_Level,15.34,287947,0.1037,258095,0.4009,103459,31,0.7032,0.6819,313.0,0.0648,0.7247,0.4468,0.6212,moderate 5961,Tanzania,2021,urban,Health,Mid_Level,61.31,1104734,0.1529,935765,0.4087,382489,23,0.5435,0.791,250.96,0.0504,0.7083,0.3833,0.5993,moderate 5962,Mozambique,2020,capital,Education,Junior,29.66,316319,0.1876,256990,0.3198,82189,14,0.5238,0.6681,124.0,0.0611,0.3424,0.1617,0.4687,low 5963,DRC,2023,rural,Health,Senior,101.74,659313,0.298,462847,0.1591,73638,10,0.5941,0.6077,215.67,0.0638,0.3532,0.2292,0.3897,low 5964,Senegal,2024,rural,Infrastructure,Mid_Level,18.0,416190,0.1272,363261,0.3229,117301,41,0.7184,0.6865,303.63,0.0495,0.686,0.3739,0.6104,moderate 5965,Mozambique,2020,rural,Health,Director,29.66,337246,0.2334,258547,0.213,55073,22,0.5213,0.5868,294.43,0.0561,0.3879,0.2012,0.4468,low 5966,Ghana,2024,rural,Infrastructure,Mid_Level,34.0,962078,0.1543,813614,0.3302,268641,33,0.6865,0.7197,272.66,0.0571,0.6302,0.4389,0.5913,moderate 5967,Botswana,2019,urban,Agriculture,Senior,2.41,122077,0.0756,112847,0.6364,71816,53,0.8185,0.8684,947.29,0.0948,0.95,0.5893,0.8069,high 5968,Kenya,2022,capital,Finance,Junior,52.76,2075990,0.0905,1888010,0.6692,1263521,60,0.7504,0.8237,601.62,0.0751,0.9157,0.5594,0.8157,high 5969,Ethiopia,2022,rural,Administration,Junior,119.93,1354567,0.2498,1016182,0.2069,210227,17,0.5931,0.5965,105.62,0.0558,0.4018,0.2231,0.4337,low 5970,Senegal,2025,urban,Education,Junior,18.49,428182,0.1233,375386,0.5029,188780,29,0.679,0.7755,177.88,0.0713,0.6018,0.3321,0.6271,moderate 5971,Tanzania,2021,urban,Finance,Senior,61.31,976805,0.1559,824522,0.3986,328652,20,0.6627,0.8091,334.06,0.0601,0.6,0.4012,0.5822,moderate 5972,Uganda,2019,urban,Education,Junior,41.86,291449,0.1916,235599,0.3275,77147,18,0.5462,0.7842,228.39,0.0661,0.7434,0.471,0.568,moderate 5973,Kenya,2019,remote,Social_Services,Junior,49.57,1980364,0.1863,1611359,0.3346,539234,55,0.8259,0.7982,582.44,0.0929,0.91,0.5975,0.6951,high 5974,DRC,2021,remote,Justice,Mid_Level,95.53,506172,0.4522,277278,0.1087,30149,15,0.5629,0.6649,155.95,0.0661,0.3884,0.2041,0.3606,low 5975,DRC,2025,remote,Infrastructure,Junior,108.36,705084,0.3628,449310,0.1134,50953,8,0.586,0.5913,123.33,0.0719,0.3697,0.2243,0.3558,low 5976,Mozambique,2019,capital,Education,Senior,28.88,299805,0.203,238956,0.2627,62783,14,0.5639,0.5895,178.63,0.071,0.4074,0.2005,0.4492,low 5977,South Africa,2019,urban,Infrastructure,Mid_Level,59.58,3200938,0.142,2746282,0.5843,1604685,56,0.6477,0.835,378.78,0.0753,0.8792,0.7091,0.7846,high 5978,Tanzania,2025,urban,Justice,Junior,69.01,1161183,0.1192,1022772,0.3877,396517,31,0.6428,0.7077,287.16,0.0501,0.5829,0.349,0.594,moderate 5979,DRC,2023,urban,Administration,Junior,101.74,690436,0.2021,550895,0.2414,132961,9,0.4594,0.6199,108.23,0.0656,0.4366,0.1909,0.438,low 5980,Botswana,2020,capital,Administration,Junior,2.45,108066,0.0696,100540,0.7167,72052,57,0.7894,0.8079,620.2,0.0866,0.8534,0.537,0.8145,high 5981,Kenya,2019,urban,Social_Services,Junior,49.57,1683203,0.1102,1497739,0.5594,837890,42,0.6044,0.9095,493.97,0.0891,0.9298,0.5746,0.7542,high 5982,South Africa,2019,capital,Health,Mid_Level,59.58,3432815,0.1143,3040507,0.787,2392804,74,0.9025,0.8958,493.41,0.0751,0.795,0.7633,0.8934,high 5983,Mozambique,2020,capital,Health,Junior,29.66,328164,0.2114,258793,0.2598,67222,21,0.5994,0.6226,105.16,0.0576,0.3482,0.212,0.464,low 5984,Botswana,2018,rural,Justice,Junior,2.38,106837,0.1136,94700,0.5669,53683,67,0.871,0.8977,582.77,0.0867,0.95,0.6231,0.8228,high 5985,Rwanda,2018,urban,Justice,Junior,12.14,361355,0.0682,336724,0.5921,199357,61,0.7836,0.8747,478.84,0.0721,0.8496,0.5713,0.8068,high 5986,Nigeria,2025,capital,Finance,Mid_Level,235.75,4956809,0.1541,4193109,0.4519,1894899,30,0.6944,0.6922,241.28,0.0525,0.5615,0.3448,0.5939,moderate 5987,Senegal,2019,rural,Justice,Director,15.76,394251,0.1741,325608,0.3343,108851,31,0.6147,0.8198,658.52,0.0659,0.5652,0.4758,0.5946,moderate 5988,Botswana,2022,urban,Social_Services,Junior,2.52,96962,0.1043,86852,0.6274,54488,51,0.796,0.8288,606.31,0.0938,0.8271,0.538,0.7691,high 5989,Ethiopia,2018,urban,Health,Director,108.65,1471491,0.2154,1154557,0.2734,315616,14,0.6117,0.6038,237.15,0.0547,0.3997,0.217,0.4517,low 5990,Nigeria,2025,capital,Education,Junior,235.75,4067399,0.1563,3431480,0.4576,1570234,32,0.619,0.7299,195.64,0.0694,0.5758,0.4126,0.6136,moderate 5991,Uganda,2025,urban,Finance,Mid_Level,50.57,375020,0.1682,311934,0.3157,98492,16,0.5272,0.7769,186.27,0.0664,0.6358,0.4086,0.5479,moderate 5992,Rwanda,2020,rural,Justice,Junior,12.73,426417,0.1044,381917,0.4564,174303,76,0.7059,0.8408,402.99,0.0803,0.95,0.6425,0.8134,high 5993,DRC,2019,rural,Education,Director,89.7,526272,0.3759,328441,0.1551,50956,10,0.5664,0.5875,356.96,0.0694,0.3956,0.1798,0.3655,low 5994,Kenya,2019,rural,Education,Mid_Level,49.57,1923916,0.1393,1655897,0.3554,588560,58,0.6248,0.8201,462.3,0.0791,0.95,0.7777,0.7448,high 5995,Rwanda,2019,rural,Education,Junior,12.43,408189,0.0835,374092,0.3739,139868,68,0.758,0.835,526.0,0.0875,0.949,0.712,0.7839,high 5996,Ghana,2022,urban,Health,Executive,32.62,853728,0.1124,757767,0.5286,400580,38,0.6332,0.7673,833.63,0.0713,0.6379,0.4115,0.6691,high 5997,Tanzania,2018,remote,Security,Junior,56.11,988087,0.2089,781682,0.2174,169901,25,0.6498,0.7602,241.19,0.0522,0.7369,0.3685,0.5392,moderate 5998,Nigeria,2018,urban,Education,Junior,198.33,4344058,0.1498,3693199,0.4237,1564681,35,0.6417,0.7837,247.39,0.0563,0.6506,0.4766,0.6362,moderate 5999,Ghana,2018,remote,Security,Director,30.01,694022,0.2,555183,0.241,133814,27,0.6015,0.6884,663.47,0.0615,0.7368,0.4658,0.5513,moderate 6000,Ethiopia,2020,remote,Health,Mid_Level,114.15,1402851,0.3462,917199,0.171,156885,13,0.557,0.6741,103.28,0.0508,0.4128,0.1749,0.3986,low 6001,Botswana,2019,capital,Justice,Junior,2.41,116445,0.0805,107069,0.7504,80344,83,0.8515,0.8052,645.08,0.0739,0.9029,0.6179,0.8978,high 6002,Senegal,2023,urban,Education,Mid_Level,17.53,384695,0.0915,349489,0.4775,166878,26,0.6875,0.7866,231.04,0.0494,0.6164,0.4242,0.6336,moderate 6003,South Africa,2025,rural,Justice,Junior,62.5,3043357,0.1781,2501207,0.4506,1127148,72,0.6794,0.8699,502.67,0.0898,0.8198,0.5715,0.7677,high 6004,DRC,2021,rural,Health,Director,95.53,632190,0.2857,451582,0.1724,77833,14,0.5134,0.6974,311.35,0.0673,0.402,0.1838,0.4199,low 6005,DRC,2023,rural,Security,Senior,101.74,637265,0.3271,428790,0.1482,63529,14,0.6084,0.6936,135.86,0.0578,0.3729,0.2301,0.4046,low 6006,Nigeria,2020,remote,Social_Services,Senior,208.37,3675325,0.3125,2526905,0.2249,568206,22,0.6098,0.8047,426.3,0.0649,0.736,0.4748,0.5249,moderate 6007,Nigeria,2024,rural,Education,Mid_Level,230.0,4641287,0.2082,3674779,0.3407,1252134,38,0.5944,0.7933,266.66,0.0654,0.6501,0.4314,0.6053,moderate 6008,Nigeria,2023,rural,ICT,Junior,224.39,4213180,0.2221,3277302,0.301,986396,29,0.6025,0.7917,183.54,0.0588,0.6826,0.3855,0.5678,moderate 6009,Ethiopia,2018,remote,Education,Director,108.65,1468619,0.3141,1007356,0.1625,163654,13,0.5033,0.658,306.55,0.0692,0.4107,0.2187,0.4062,low 6010,Ghana,2024,capital,Education,Mid_Level,34.0,920363,0.1257,804673,0.6068,488309,41,0.5925,0.7166,266.03,0.0632,0.5536,0.3993,0.6756,high 6011,Nigeria,2025,capital,Education,Mid_Level,235.75,5333157,0.1162,4713544,0.5152,2428464,26,0.5675,0.7158,307.9,0.052,0.5667,0.4474,0.6235,moderate 6012,Tanzania,2024,urban,ICT,Director,67.0,1068991,0.1195,941238,0.3859,363249,29,0.525,0.7668,758.47,0.0595,0.5681,0.3504,0.596,moderate 6013,DRC,2022,rural,Health,Mid_Level,98.59,557377,0.2826,399845,0.1586,63412,13,0.5127,0.6859,88.62,0.0545,0.3836,0.1986,0.4126,low 6014,Uganda,2022,urban,Health,Director,46.01,325624,0.1516,276249,0.3621,100034,17,0.5954,0.7736,626.13,0.0561,0.6869,0.4147,0.5713,moderate 6015,Kenya,2020,capital,Health,Mid_Level,50.61,1746932,0.0899,1589829,0.5389,856680,67,0.7812,0.8011,411.02,0.092,0.7963,0.5479,0.7843,high 6016,Mozambique,2024,remote,Finance,Junior,33.0,348743,0.3054,242251,0.1593,38595,22,0.6549,0.5854,151.65,0.0644,0.3372,0.2175,0.4118,low 6017,Rwanda,2025,urban,Security,Junior,14.34,450139,0.0764,415742,0.5338,221920,52,0.7641,0.8027,472.77,0.0926,0.95,0.6857,0.7783,high 6018,Botswana,2020,capital,Health,Director,2.45,114557,0.0757,105886,0.8,84708,68,0.7495,0.7864,938.42,0.0854,0.7886,0.5413,0.852,high 6019,Botswana,2025,urban,Administration,Junior,2.64,134792,0.0955,121919,0.6484,79054,83,0.7333,0.9171,548.31,0.0803,0.95,0.5235,0.8807,high 6020,Ethiopia,2022,rural,Health,Junior,119.93,1302766,0.2642,958605,0.2207,211582,19,0.6019,0.6568,119.46,0.0514,0.4193,0.2329,0.4504,low 6021,Mozambique,2020,capital,Security,Mid_Level,29.66,264769,0.1607,222230,0.2673,59407,16,0.526,0.6612,145.29,0.0621,0.3503,0.1713,0.468,low 6022,DRC,2025,capital,Administration,Mid_Level,108.36,553749,0.2011,442387,0.2422,107124,9,0.6041,0.589,108.37,0.0563,0.4136,0.2389,0.4364,low 6023,Kenya,2025,urban,Security,Director,56.15,2112851,0.0813,1941024,0.644,1249954,50,0.6839,0.7764,1519.68,0.0933,0.95,0.5704,0.7842,high 6024,DRC,2018,urban,Education,Junior,86.92,523147,0.301,365661,0.206,75336,10,0.4924,0.662,133.6,0.059,0.4268,0.1612,0.4094,low 6025,Senegal,2022,rural,Administration,Junior,17.07,361143,0.1508,306675,0.3352,102794,28,0.6138,0.6994,230.65,0.0707,0.5886,0.3419,0.5641,moderate 6026,DRC,2018,rural,Agriculture,Junior,86.92,506484,0.2946,357274,0.1653,59056,9,0.5771,0.6292,118.23,0.0674,0.3937,0.1909,0.393,low 6027,Mozambique,2021,rural,Health,Junior,30.47,309849,0.2369,236449,0.1936,45767,15,0.583,0.6011,120.16,0.066,0.3684,0.2211,0.4258,low 6028,South Africa,2020,rural,Social_Services,Junior,60.06,2957951,0.1894,2397673,0.4109,985299,46,0.5845,0.8102,526.88,0.0722,0.95,0.6398,0.7009,high 6029,South Africa,2022,capital,Security,Junior,61.02,3660892,0.1201,3221378,0.5992,1930263,56,0.7055,0.8576,591.19,0.0918,0.9314,0.7013,0.8017,high 6030,Rwanda,2020,capital,Health,Junior,12.73,408158,0.0593,383938,0.6961,267256,56,0.7918,0.8713,463.74,0.0903,0.95,0.737,0.8486,high 6031,Nigeria,2023,capital,Agriculture,Mid_Level,224.39,4921290,0.122,4320785,0.4295,1855608,22,0.5794,0.6758,267.89,0.0516,0.582,0.3358,0.575,moderate 6032,Ghana,2021,capital,Health,Junior,31.94,852723,0.0898,776111,0.5054,392273,31,0.5788,0.7081,227.95,0.0664,0.6769,0.3726,0.6426,moderate 6033,Ghana,2023,urban,Finance,Mid_Level,33.3,846781,0.1198,745333,0.4651,346621,41,0.6434,0.762,236.92,0.067,0.7357,0.471,0.6738,high 6034,Kenya,2018,urban,Education,Junior,48.55,1871930,0.1008,1683160,0.5839,982785,65,0.7926,0.9215,551.07,0.0665,0.7783,0.7477,0.8241,high 6035,Nigeria,2022,urban,Agriculture,Junior,218.92,4109593,0.1481,3501024,0.4449,1557665,32,0.7096,0.7944,287.1,0.067,0.5558,0.4769,0.6266,moderate 6036,Senegal,2025,capital,Social_Services,Junior,18.49,433088,0.0913,393543,0.5653,222479,40,0.7226,0.6838,185.34,0.0607,0.724,0.3552,0.679,high 6037,Rwanda,2019,urban,Administration,Director,12.43,421269,0.0759,389303,0.6794,264505,96,0.95,0.8393,1062.94,0.0881,0.8452,0.6118,0.9125,high 6038,DRC,2022,remote,Infrastructure,Junior,98.59,605711,0.349,394291,0.1078,42497,9,0.5488,0.617,128.31,0.0639,0.3871,0.1602,0.3595,low 6039,South Africa,2018,urban,Education,Mid_Level,59.11,3204671,0.1181,2826230,0.6508,1839295,76,0.8359,0.7984,398.63,0.0944,0.95,0.6392,0.8519,high 6040,Ethiopia,2024,rural,Health,Senior,126.0,1452750,0.3031,1012421,0.2324,235238,15,0.5744,0.69,213.07,0.0631,0.3359,0.2299,0.4299,low 6041,Tanzania,2022,urban,Social_Services,Junior,63.15,999870,0.1251,874780,0.45,393610,31,0.6222,0.7982,305.72,0.0672,0.7468,0.4735,0.6505,high 6042,Mozambique,2022,rural,ICT,Director,31.29,311115,0.2391,236719,0.1685,39881,14,0.4759,0.6827,305.91,0.0589,0.3317,0.1979,0.4227,low 6043,Kenya,2018,rural,ICT,Senior,48.55,1542842,0.133,1337567,0.3869,517462,53,0.7033,0.8088,767.81,0.0857,0.95,0.5674,0.719,high 6044,Nigeria,2018,rural,Security,Mid_Level,198.33,4125689,0.2424,3125675,0.2994,935757,29,0.6202,0.778,248.86,0.0651,0.6059,0.3395,0.548,moderate 6045,Ethiopia,2018,capital,Health,Executive,108.65,1404770,0.199,1125263,0.2897,326029,17,0.6525,0.632,445.83,0.0684,0.3767,0.2303,0.4707,low 6046,Ethiopia,2019,remote,Health,Mid_Level,111.37,1263277,0.4131,741477,0.1405,104182,16,0.5651,0.6224,119.02,0.071,0.4202,0.1647,0.3737,low 6047,Ghana,2025,rural,Education,Director,34.71,866646,0.1709,718530,0.3365,241765,48,0.6514,0.7713,656.25,0.0651,0.5669,0.3994,0.6237,moderate 6048,Rwanda,2019,capital,Infrastructure,Mid_Level,12.43,367921,0.064,344382,0.6183,212939,53,0.7319,0.9198,497.24,0.0734,0.8576,0.5878,0.8036,high 6049,Mozambique,2021,capital,Education,Director,30.47,300549,0.1467,256458,0.2397,61461,23,0.6419,0.6194,269.47,0.0661,0.4065,0.2128,0.4856,low 6050,Ethiopia,2020,remote,Security,Mid_Level,114.15,1245269,0.3387,823551,0.1496,123163,13,0.5026,0.6726,130.79,0.0612,0.4032,0.2378,0.4002,low 6051,Botswana,2018,rural,Social_Services,Junior,2.38,100888,0.1199,88793,0.5385,47811,82,0.8683,0.8744,618.66,0.081,0.872,0.5689,0.8349,high 6052,Ghana,2019,urban,Health,Mid_Level,30.64,852341,0.1331,738858,0.5727,423157,47,0.7073,0.6946,204.42,0.0565,0.5858,0.3863,0.6788,high 6053,South Africa,2025,remote,Justice,Mid_Level,62.5,3662324,0.2364,2796601,0.3878,1084417,65,0.757,0.8287,481.41,0.0691,0.8452,0.7189,0.7311,high 6054,Kenya,2023,urban,Infrastructure,Junior,53.87,1737852,0.0796,1599485,0.5773,923452,56,0.6157,0.7715,406.01,0.088,0.95,0.6286,0.788,high 6055,Uganda,2025,urban,Security,Mid_Level,50.57,456871,0.1609,383352,0.3098,118755,23,0.6195,0.8007,248.49,0.052,0.6231,0.445,0.5716,moderate 6056,South Africa,2020,rural,Health,Junior,60.06,3385219,0.1504,2875943,0.4909,1411885,77,0.6972,0.7706,530.61,0.0945,0.9074,0.641,0.798,high 6057,Uganda,2019,urban,Health,Mid_Level,41.86,366603,0.2102,289532,0.3511,101658,21,0.6151,0.8153,286.32,0.06,0.73,0.478,0.5808,moderate 6058,DRC,2023,remote,Administration,Mid_Level,101.74,572749,0.4591,309785,0.1053,32610,10,0.5235,0.6952,115.22,0.0629,0.4326,0.1709,0.3512,low 6059,Senegal,2023,rural,Infrastructure,Director,17.53,389002,0.1305,338235,0.3499,118344,31,0.716,0.797,488.86,0.057,0.5831,0.4647,0.6067,moderate 6060,Nigeria,2018,urban,Education,Mid_Level,198.33,4314373,0.1275,3764350,0.3985,1500120,36,0.6039,0.7214,217.48,0.0644,0.7252,0.3801,0.6265,moderate 6061,Uganda,2025,capital,Administration,Junior,50.57,364412,0.18,298809,0.361,107862,17,0.5663,0.7015,253.23,0.0704,0.5533,0.3787,0.5362,moderate 6062,Uganda,2022,urban,Agriculture,Junior,46.01,371789,0.2011,297018,0.3681,109324,16,0.4972,0.7783,196.8,0.0554,0.6393,0.3905,0.5515,moderate 6063,Kenya,2018,urban,Finance,Junior,48.55,1708183,0.1032,1531871,0.6565,1005613,67,0.8113,0.805,598.88,0.0747,0.826,0.6046,0.8196,high 6064,Mozambique,2018,urban,Social_Services,Junior,28.12,239070,0.1755,197117,0.2339,46115,19,0.5173,0.6368,129.94,0.0538,0.3514,0.231,0.4659,low 6065,Nigeria,2019,remote,Administration,Director,203.29,4044054,0.2857,2888499,0.2162,624547,22,0.5915,0.6903,729.6,0.0602,0.5649,0.4351,0.4912,low 6066,Tanzania,2021,urban,Agriculture,Senior,61.31,984658,0.1172,869281,0.3609,313729,23,0.6364,0.7641,276.56,0.0677,0.5614,0.3531,0.5745,moderate 6067,Tanzania,2025,urban,Education,Junior,69.01,1122458,0.1126,996109,0.4422,440517,30,0.5969,0.7883,217.43,0.0562,0.7249,0.3559,0.6337,moderate 6068,DRC,2024,urban,Administration,Junior,105.0,590706,0.2573,438723,0.1952,85648,8,0.5003,0.6411,84.9,0.0669,0.3641,0.1741,0.4045,low 6069,Mozambique,2023,remote,Finance,Junior,32.13,321051,0.2901,227927,0.1324,30177,17,0.6523,0.6357,87.61,0.0541,0.4402,0.2272,0.4152,low 6070,Ghana,2022,urban,Security,Director,32.62,800634,0.1411,687651,0.5571,383102,30,0.5989,0.783,525.43,0.0557,0.6212,0.4758,0.6562,high 6071,Kenya,2023,urban,Finance,Mid_Level,53.87,2107698,0.0843,1929988,0.6134,1183928,44,0.7322,0.8906,557.54,0.0725,0.95,0.6067,0.7815,high 6072,Mozambique,2025,capital,Education,Junior,33.89,298304,0.1753,246001,0.3081,75788,19,0.5888,0.5867,143.92,0.0558,0.396,0.2257,0.4809,low 6073,Nigeria,2018,urban,ICT,Junior,198.33,3805508,0.1826,3110493,0.3801,1182428,33,0.6678,0.7115,196.76,0.0662,0.5971,0.4444,0.5928,moderate 6074,South Africa,2025,capital,Education,Mid_Level,62.5,3377772,0.1071,3016048,0.6953,2097083,76,0.8708,0.859,448.11,0.0648,0.95,0.5604,0.8669,high 6075,Tanzania,2019,capital,Administration,Mid_Level,57.79,1134853,0.0993,1022160,0.4336,443194,29,0.6929,0.7649,194.72,0.0651,0.622,0.3588,0.6189,moderate 6076,Ethiopia,2024,rural,Infrastructure,Senior,126.0,1712001,0.3103,1180720,0.2295,271008,14,0.6233,0.6785,224.35,0.0687,0.3731,0.2308,0.427,low 6077,Mozambique,2022,rural,Security,Director,31.29,332030,0.2925,234905,0.2151,50529,21,0.6037,0.6826,255.95,0.0612,0.4464,0.1737,0.4475,low 6078,Ethiopia,2025,rural,Education,Director,129.15,1515075,0.2907,1074637,0.2069,222348,12,0.5707,0.6528,386.9,0.0666,0.3828,0.2312,0.4184,low 6079,Botswana,2025,urban,ICT,Mid_Level,2.64,108756,0.0891,99067,0.6838,67741,68,0.6968,0.7997,468.2,0.0882,0.8368,0.5411,0.8264,high 6080,Uganda,2020,urban,Health,Junior,43.2,354619,0.2135,278895,0.3558,99236,25,0.632,0.7561,258.99,0.055,0.5811,0.4048,0.5601,moderate 6081,Senegal,2020,urban,Justice,Mid_Level,16.18,318360,0.0966,287602,0.5066,145686,30,0.5609,0.767,320.12,0.0625,0.6698,0.4622,0.6557,high 6082,Kenya,2019,urban,Education,Mid_Level,49.57,1770077,0.108,1578990,0.586,925288,55,0.717,0.7744,491.24,0.0654,0.9411,0.5811,0.7754,high 6083,Nigeria,2018,rural,Education,Mid_Level,198.33,4189009,0.2099,3309544,0.2653,877974,35,0.6157,0.7131,286.43,0.0669,0.711,0.443,0.5737,moderate 6084,Mozambique,2019,rural,Education,Junior,28.88,267988,0.2386,204058,0.1916,39097,19,0.6188,0.6108,118.05,0.0623,0.3744,0.1777,0.4326,low 6085,South Africa,2018,capital,Infrastructure,Junior,59.11,3485952,0.1152,3084340,0.6182,1906612,49,0.6024,0.9105,419.5,0.095,0.95,0.5835,0.7882,high 6086,DRC,2025,urban,Education,Director,108.36,668476,0.2706,487556,0.209,101921,12,0.5931,0.6072,387.77,0.0672,0.3628,0.216,0.4136,low 6087,DRC,2018,rural,Social_Services,Junior,86.92,491027,0.356,316218,0.1657,52391,8,0.5203,0.6474,133.12,0.0564,0.3736,0.1774,0.3746,low 6088,Rwanda,2025,capital,Infrastructure,Junior,14.34,369458,0.0724,342696,0.5895,202012,78,0.8424,0.9309,479.29,0.0664,0.8992,0.5548,0.8593,high 6089,Senegal,2022,urban,Finance,Senior,17.07,361142,0.1252,315925,0.4963,156796,30,0.5856,0.678,437.61,0.0656,0.5819,0.3451,0.6122,moderate 6090,Uganda,2024,capital,Social_Services,Junior,49.0,389951,0.1471,332582,0.3613,120174,23,0.6546,0.7637,206.64,0.0613,0.5867,0.4026,0.5745,moderate 6091,Tanzania,2019,rural,Social_Services,Mid_Level,57.79,1007451,0.2098,796087,0.2793,222317,24,0.5289,0.8052,195.8,0.0707,0.6952,0.4546,0.5631,moderate 6092,Nigeria,2021,urban,Infrastructure,Senior,213.58,4234476,0.1433,3627678,0.4367,1584044,21,0.6264,0.7747,312.99,0.0532,0.7034,0.3671,0.5991,moderate 6093,Uganda,2022,rural,Agriculture,Junior,46.01,363707,0.2795,262035,0.2795,73227,21,0.5164,0.7548,266.22,0.0676,0.7023,0.3795,0.5239,moderate 6094,Tanzania,2023,urban,Education,Junior,65.05,1244801,0.151,1056852,0.4266,450826,24,0.5976,0.7045,278.68,0.0566,0.6158,0.3757,0.5837,moderate 6095,Nigeria,2018,urban,Infrastructure,Junior,198.33,3813698,0.1881,3096195,0.4237,1311869,28,0.6278,0.7298,193.26,0.0672,0.7078,0.4369,0.6028,moderate 6096,Rwanda,2020,urban,Finance,Mid_Level,12.73,406964,0.0724,377503,0.6505,245571,80,0.8784,0.886,581.69,0.0822,0.9412,0.5481,0.8764,high 6097,Uganda,2022,remote,Education,Junior,46.01,378796,0.2895,269131,0.1781,47919,27,0.5282,0.7115,270.11,0.0682,0.5786,0.3698,0.4912,low 6098,Ghana,2024,capital,Health,Junior,34.0,951220,0.1262,831154,0.5406,449361,46,0.6008,0.6806,248.34,0.0666,0.5667,0.3757,0.6649,high 6099,DRC,2019,rural,Education,Mid_Level,89.7,458705,0.3264,309001,0.1364,42151,14,0.5809,0.6567,107.72,0.0486,0.3766,0.1764,0.3913,low 6100,Botswana,2021,capital,Infrastructure,Senior,2.49,109026,0.0643,102016,0.7672,78266,85,0.95,0.8295,718.57,0.0733,0.95,0.5746,0.9151,high 6101,Mozambique,2022,rural,Health,Mid_Level,31.29,318863,0.2447,240849,0.1689,40676,17,0.6474,0.7095,112.09,0.0671,0.4223,0.2353,0.4457,low 6102,Senegal,2023,urban,ICT,Junior,17.53,343221,0.1125,304591,0.5211,158707,35,0.662,0.7247,284.98,0.0523,0.5713,0.4598,0.6514,high 6103,South Africa,2022,rural,Health,Mid_Level,61.02,2871703,0.1372,2477820,0.427,1057978,43,0.7704,0.8756,621.14,0.0687,0.95,0.5439,0.7107,high 6104,Rwanda,2019,rural,Health,Senior,12.43,419221,0.0822,384776,0.494,190075,77,0.836,0.9076,827.18,0.0948,0.95,0.5853,0.8351,high 6105,South Africa,2023,urban,Health,Junior,61.51,2820225,0.1209,2479359,0.5477,1357920,48,0.7949,0.9249,530.58,0.0955,0.9001,0.6457,0.77,high 6106,Uganda,2021,capital,Education,Mid_Level,44.58,358120,0.1685,297763,0.3732,111117,25,0.6811,0.7951,223.41,0.0549,0.725,0.3547,0.5909,moderate 6107,Senegal,2018,urban,Infrastructure,Junior,15.34,306737,0.1023,275350,0.4656,128199,37,0.7418,0.7049,279.55,0.0535,0.6691,0.3609,0.6421,moderate 6108,DRC,2021,rural,ICT,Junior,95.53,629064,0.3669,398271,0.1582,63010,13,0.5284,0.6669,94.52,0.0669,0.3708,0.2389,0.3913,low 6109,Rwanda,2021,remote,Education,Junior,13.04,426636,0.1452,364671,0.3265,119048,55,0.6875,0.9019,493.79,0.087,0.8768,0.5286,0.7086,high 6110,DRC,2023,urban,Infrastructure,Director,101.74,559551,0.2369,427011,0.1924,82151,8,0.518,0.5978,263.94,0.0684,0.3365,0.2107,0.4033,low 6111,Rwanda,2021,urban,Infrastructure,Junior,13.04,342047,0.0873,312199,0.5452,170206,83,0.8951,0.8002,397.73,0.0932,0.7805,0.6334,0.8334,high 6112,DRC,2018,urban,Education,Director,86.92,492488,0.282,353608,0.2064,72981,12,0.5771,0.6724,363.0,0.0556,0.3885,0.2268,0.4235,low 6113,Kenya,2020,capital,Education,Junior,50.61,1589549,0.0733,1473008,0.5402,795718,43,0.754,0.8689,449.28,0.0896,0.9371,0.5685,0.7551,high 6114,DRC,2022,remote,Health,Executive,98.59,578086,0.4181,336385,0.1003,33722,10,0.52,0.7108,548.65,0.0705,0.4172,0.2278,0.3667,low 6115,Ghana,2018,remote,Social_Services,Mid_Level,30.01,795746,0.2329,610456,0.2362,144205,31,0.7061,0.7201,190.52,0.0644,0.6265,0.4521,0.5442,moderate 6116,Uganda,2022,remote,Security,Mid_Level,46.01,367401,0.2601,271847,0.1677,45579,25,0.647,0.7065,257.75,0.0559,0.6957,0.4511,0.5101,moderate 6117,DRC,2021,rural,Education,Mid_Level,95.53,614479,0.2851,439262,0.1335,58621,13,0.5999,0.6666,97.14,0.0601,0.379,0.2355,0.406,low 6118,South Africa,2023,urban,Education,Junior,61.51,2902727,0.1294,2527063,0.6511,1645349,44,0.6576,0.8953,393.58,0.0889,0.8985,0.538,0.7684,high 6119,Ghana,2025,capital,Health,Mid_Level,34.71,776478,0.0918,705208,0.5743,404976,28,0.6975,0.7968,305.73,0.0641,0.6588,0.4295,0.669,high 6120,Ghana,2022,rural,Education,Junior,32.62,858909,0.1478,731944,0.4164,304779,29,0.6459,0.7947,217.62,0.0641,0.7391,0.4726,0.63,moderate 6121,Ghana,2019,capital,Education,Junior,30.64,683551,0.1068,610548,0.4662,284608,27,0.6928,0.7829,221.85,0.0509,0.6459,0.4156,0.6309,moderate 6122,Rwanda,2020,urban,Finance,Mid_Level,12.73,372744,0.0757,344536,0.5325,183475,62,0.7408,0.8551,582.03,0.0698,0.95,0.6386,0.8063,high 6123,Uganda,2018,capital,Infrastructure,Mid_Level,40.56,359728,0.15,305757,0.4271,130594,18,0.5979,0.7005,268.92,0.0545,0.6263,0.4234,0.5743,moderate 6124,Ghana,2022,capital,Agriculture,Mid_Level,32.62,874341,0.1278,762621,0.4963,378519,41,0.6347,0.7104,281.97,0.0603,0.7268,0.3585,0.6597,high 6125,Tanzania,2019,urban,Justice,Mid_Level,57.79,1017517,0.1466,868325,0.4042,351005,29,0.6636,0.8223,211.67,0.0624,0.6698,0.3567,0.6129,moderate 6126,Senegal,2025,rural,Education,Executive,18.49,373173,0.1362,322329,0.2842,91605,25,0.5243,0.815,1214.05,0.0643,0.628,0.4403,0.5786,moderate 6127,Rwanda,2021,remote,Health,Junior,13.04,377128,0.1432,323123,0.3454,111621,67,0.6757,0.8607,518.42,0.065,0.95,0.7168,0.7638,high 6128,Kenya,2021,capital,Infrastructure,Mid_Level,51.68,2031653,0.0751,1879054,0.6769,1271984,52,0.6132,0.9012,523.6,0.0656,0.95,0.665,0.8271,high 6129,Mozambique,2021,capital,Administration,Director,30.47,344528,0.1887,279526,0.244,68205,19,0.6337,0.7142,311.12,0.0565,0.3842,0.206,0.4775,low 6130,Kenya,2024,remote,Education,Junior,55.0,2119117,0.155,1790619,0.2909,520970,40,0.5974,0.8215,358.74,0.0951,0.9228,0.7341,0.6729,high 6131,Mozambique,2021,remote,Finance,Junior,30.47,325420,0.3444,213345,0.1322,28213,12,0.4861,0.6188,91.73,0.0604,0.3711,0.216,0.3785,low 6132,Uganda,2021,capital,Finance,Mid_Level,44.58,358816,0.163,300335,0.3735,112181,25,0.6386,0.7694,260.44,0.0566,0.698,0.4604,0.5964,moderate 6133,Uganda,2019,remote,Education,Junior,41.86,351647,0.3072,243617,0.2231,54344,21,0.611,0.6973,237.92,0.0644,0.5761,0.412,0.4849,low 6134,Ethiopia,2025,urban,Agriculture,Mid_Level,129.15,1705841,0.1898,1382036,0.3044,420754,15,0.5675,0.6678,141.09,0.0652,0.3379,0.1983,0.4699,low 6135,Botswana,2023,capital,Education,Junior,2.56,108928,0.0865,99502,0.8,79601,74,0.7089,0.8881,568.09,0.0654,0.9244,0.6507,0.9041,high 6136,Uganda,2023,rural,Health,Junior,47.48,416911,0.2539,311048,0.2845,88503,19,0.6518,0.7444,247.99,0.055,0.7072,0.4315,0.5307,moderate 6137,Tanzania,2024,urban,Social_Services,Junior,67.0,1135001,0.1656,947083,0.3731,353366,22,0.6031,0.7899,195.8,0.0672,0.7418,0.4021,0.5898,moderate 6138,Senegal,2025,capital,Agriculture,Senior,18.49,401419,0.1139,355678,0.5224,185798,28,0.6855,0.7307,272.79,0.0536,0.7084,0.435,0.646,moderate 6139,Mozambique,2023,capital,Justice,Mid_Level,32.13,285674,0.175,235667,0.2654,62549,20,0.5657,0.6736,150.06,0.0583,0.434,0.1881,0.4858,low 6140,Senegal,2020,capital,Security,Mid_Level,16.18,316588,0.1181,279209,0.4809,134268,35,0.7094,0.7506,307.14,0.0662,0.6256,0.3916,0.6425,moderate 6141,Ethiopia,2023,remote,ICT,Junior,122.93,1528895,0.4273,875559,0.1454,127343,15,0.5939,0.6462,96.32,0.0526,0.401,0.2391,0.378,low 6142,Kenya,2018,urban,Health,Senior,48.55,1857325,0.1021,1667642,0.5999,1000382,62,0.797,0.8688,847.27,0.0675,0.8681,0.6917,0.8157,high 6143,Rwanda,2024,capital,Education,Junior,14.0,471971,0.0637,441925,0.5844,258272,91,0.8374,0.9117,375.17,0.0943,0.95,0.5944,0.8989,high 6144,Senegal,2018,urban,Education,Senior,15.34,291317,0.096,263357,0.4795,126277,39,0.5643,0.7131,399.69,0.0547,0.6794,0.4191,0.6602,high 6145,DRC,2022,rural,Health,Junior,98.59,525863,0.4001,315454,0.1455,45897,11,0.5065,0.6809,103.08,0.0616,0.3444,0.2251,0.3729,low 6146,Rwanda,2025,urban,Health,Junior,14.34,386699,0.0874,352902,0.6843,241487,65,0.8191,0.8948,583.32,0.0669,0.95,0.6346,0.8544,high 6147,Ethiopia,2024,urban,Administration,Junior,126.0,1367516,0.1775,1124822,0.2678,301199,14,0.6005,0.5933,100.23,0.0624,0.4212,0.2152,0.4602,low 6148,Senegal,2024,rural,Health,Junior,18.0,443322,0.165,370166,0.3788,140230,42,0.5684,0.764,294.74,0.0636,0.5658,0.4291,0.6225,moderate 6149,Ethiopia,2021,rural,Social_Services,Junior,117.0,1344077,0.2412,1019927,0.2125,216721,11,0.5035,0.6827,92.14,0.0563,0.4194,0.2216,0.4368,low 6150,Mozambique,2023,rural,Security,Mid_Level,32.13,325791,0.2567,242160,0.1653,40037,21,0.5837,0.6868,117.8,0.0633,0.4463,0.1676,0.4441,low 6151,Rwanda,2020,capital,Administration,Junior,12.73,420843,0.0566,397036,0.75,297762,59,0.6338,0.9206,628.65,0.0787,0.9424,0.5705,0.8602,high 6152,Botswana,2025,rural,Administration,Senior,2.64,120685,0.1097,107445,0.5731,61573,63,0.8584,0.8046,794.7,0.0816,0.8461,0.5875,0.7874,high 6153,Ghana,2024,urban,Security,Mid_Level,34.0,770414,0.115,681833,0.4738,323035,32,0.553,0.6763,294.97,0.0543,0.7278,0.3243,0.6263,moderate 6154,DRC,2024,urban,Security,Mid_Level,105.0,576678,0.2219,448686,0.237,106360,10,0.4786,0.6746,99.64,0.0654,0.3852,0.1889,0.4374,low 6155,DRC,2018,urban,Education,Mid_Level,86.92,521529,0.2936,368410,0.1876,69115,12,0.5053,0.6452,98.29,0.0554,0.4114,0.2256,0.414,low 6156,DRC,2022,urban,Education,Mid_Level,98.59,600631,0.2841,429968,0.2439,104850,9,0.6043,0.6603,109.66,0.0525,0.4081,0.2143,0.4237,low 6157,Botswana,2025,urban,Infrastructure,Mid_Level,2.64,128662,0.1007,115710,0.7351,85052,59,0.7367,0.8553,643.72,0.0812,0.7846,0.715,0.8343,high 6158,Mozambique,2021,rural,Justice,Director,30.47,332516,0.2425,251882,0.1713,43142,23,0.5411,0.6029,370.97,0.0587,0.3372,0.2074,0.4346,low 6159,Ethiopia,2020,urban,Agriculture,Executive,114.15,1209674,0.1973,971016,0.3149,305735,11,0.6213,0.6277,517.48,0.0527,0.3685,0.2044,0.4583,low 6160,Kenya,2025,urban,Administration,Junior,56.15,1691568,0.1074,1509959,0.6069,916442,40,0.5651,0.9046,401.33,0.0793,0.95,0.6681,0.7724,high 6161,Botswana,2025,capital,Finance,Junior,2.64,115250,0.0866,105270,0.8,84216,53,0.6791,0.8404,424.41,0.0703,0.95,0.7456,0.8565,high 6162,Nigeria,2018,remote,Justice,Junior,198.33,4131570,0.2586,3063141,0.2134,653675,22,0.604,0.6801,295.35,0.0638,0.6792,0.4069,0.5043,moderate 6163,Ghana,2022,remote,Infrastructure,Junior,32.62,869861,0.1962,699196,0.3029,211797,36,0.5989,0.6867,225.03,0.0604,0.568,0.4762,0.5741,moderate 6164,Rwanda,2022,rural,Health,Junior,13.35,387002,0.1077,345321,0.4331,149571,63,0.808,0.883,472.73,0.092,0.8119,0.6537,0.7679,high 6165,Ethiopia,2024,rural,Infrastructure,Junior,126.0,1300935,0.3139,892524,0.2041,182181,14,0.5378,0.6076,124.35,0.0571,0.3401,0.2343,0.4061,low 6166,Ghana,2021,capital,Security,Senior,31.94,750655,0.1312,652164,0.5609,365821,32,0.6662,0.768,470.24,0.0693,0.6702,0.4213,0.6618,high 6167,Tanzania,2019,rural,Social_Services,Executive,57.79,953172,0.1889,773113,0.3324,256973,30,0.5887,0.6817,1287.08,0.0634,0.7126,0.3327,0.5677,moderate 6168,Ethiopia,2022,remote,Security,Junior,119.93,1352354,0.3087,934921,0.1328,124111,13,0.5633,0.702,154.94,0.0504,0.365,0.1625,0.3966,low 6169,Kenya,2020,rural,Finance,Senior,50.61,1541326,0.133,1336286,0.4782,639031,42,0.7611,0.8956,670.37,0.0776,0.8026,0.6975,0.7257,high 6170,Ethiopia,2022,capital,Infrastructure,Director,119.93,1641221,0.2191,1281678,0.2785,356987,13,0.5701,0.6078,367.31,0.0646,0.3636,0.2301,0.4479,low 6171,Uganda,2023,rural,Security,Director,47.48,420809,0.297,295830,0.2933,86765,24,0.6589,0.7302,474.72,0.0597,0.5774,0.353,0.5116,moderate 6172,Kenya,2022,capital,Health,Junior,52.76,1879138,0.0836,1721962,0.5893,1014679,59,0.6826,0.887,411.12,0.0663,0.8722,0.7435,0.8185,high 6173,Mozambique,2023,rural,Health,Junior,32.13,336459,0.2885,239386,0.1822,43617,22,0.6712,0.6049,100.06,0.0714,0.4256,0.1787,0.4296,low 6174,Botswana,2025,urban,Infrastructure,Mid_Level,2.64,108892,0.085,99640,0.671,66856,63,0.6604,0.8356,394.79,0.084,0.95,0.713,0.8456,high 6175,DRC,2021,rural,Agriculture,Director,95.53,651177,0.3639,414213,0.1532,63445,9,0.4829,0.586,275.79,0.0495,0.4127,0.1718,0.3662,low 6176,Uganda,2024,urban,Social_Services,Junior,49.0,345422,0.2106,272682,0.3722,101486,17,0.6362,0.776,250.26,0.0654,0.6754,0.3203,0.5489,moderate 6177,Mozambique,2025,remote,Agriculture,Mid_Level,33.89,369904,0.2881,263342,0.1591,41899,22,0.5759,0.6626,131.64,0.0669,0.4283,0.2165,0.4366,low 6178,Ghana,2024,urban,Infrastructure,Senior,34.0,898633,0.1393,773475,0.4935,381674,38,0.5816,0.7733,396.82,0.0715,0.6502,0.3963,0.6542,high 6179,Rwanda,2022,rural,Agriculture,Mid_Level,13.35,374783,0.1209,329460,0.4619,152191,57,0.6469,0.8599,547.17,0.0744,0.7773,0.6834,0.7528,high 6180,Rwanda,2019,urban,Administration,Mid_Level,12.43,334974,0.0766,309327,0.5285,163476,88,0.8589,0.8304,514.4,0.0703,0.8561,0.6094,0.8541,high 6181,Ghana,2023,rural,Health,Senior,33.3,770232,0.1927,621812,0.347,215749,37,0.6428,0.7747,321.42,0.0637,0.6368,0.4378,0.6047,moderate 6182,Uganda,2022,rural,Administration,Junior,46.01,334445,0.2089,264575,0.2481,65648,23,0.6281,0.7715,202.26,0.0597,0.7026,0.4459,0.5479,moderate 6183,Ghana,2022,capital,Finance,Junior,32.62,860529,0.1066,768807,0.4963,381549,31,0.5317,0.8011,175.67,0.0565,0.6764,0.4508,0.6578,high 6184,Ghana,2025,urban,Health,Mid_Level,34.71,869960,0.1218,763979,0.5315,406088,48,0.6351,0.7692,264.41,0.0628,0.6558,0.4759,0.701,high 6185,Botswana,2020,rural,Security,Director,2.45,120035,0.1251,105018,0.4313,45291,71,0.7186,0.8226,1173.11,0.092,0.95,0.7206,0.7945,high 6186,DRC,2019,urban,Health,Senior,89.7,479734,0.2669,351670,0.2165,76137,10,0.553,0.6244,159.91,0.0512,0.3957,0.2318,0.4188,low 6187,Ghana,2020,rural,Education,Junior,31.29,780276,0.1514,662121,0.3848,254812,46,0.6674,0.7763,211.78,0.0604,0.6683,0.4541,0.652,high 6188,Mozambique,2023,urban,Justice,Senior,32.13,326012,0.2072,258465,0.2713,70112,17,0.5809,0.675,155.39,0.05,0.3681,0.1918,0.4658,low 6189,Mozambique,2025,remote,Agriculture,Junior,33.89,302221,0.2691,220897,0.1381,30514,19,0.6519,0.6142,93.85,0.0544,0.3951,0.163,0.4127,low 6190,Ghana,2024,rural,Justice,Director,34.0,907938,0.1888,736501,0.3809,280497,32,0.5736,0.8218,592.08,0.0602,0.5926,0.3387,0.5944,moderate 6191,South Africa,2021,urban,Administration,Junior,60.54,3114265,0.1374,2686252,0.6838,1836730,52,0.7963,0.7731,543.14,0.0951,0.7896,0.6637,0.7779,high 6192,Ethiopia,2020,urban,Education,Director,114.15,1229781,0.1837,1003923,0.2517,252670,10,0.5512,0.618,372.07,0.0666,0.4029,0.1816,0.4432,low 6193,Botswana,2025,capital,Administration,Junior,2.64,126030,0.0848,115345,0.7568,87291,60,0.6859,0.8389,622.61,0.0741,0.941,0.5411,0.8421,high 6194,Rwanda,2019,capital,Administration,Mid_Level,12.43,400226,0.0731,370950,0.5609,208066,73,0.886,0.8897,561.56,0.0839,0.8533,0.6143,0.8347,high 6195,Senegal,2018,rural,Education,Junior,15.34,295381,0.1739,244014,0.3002,73252,31,0.598,0.7055,302.19,0.0541,0.6141,0.4523,0.5716,moderate 6196,Mozambique,2021,rural,Justice,Junior,30.47,300400,0.2503,225197,0.1641,36960,19,0.5536,0.5921,152.86,0.0587,0.3335,0.1888,0.417,low 6197,Tanzania,2023,urban,Health,Executive,65.05,1213065,0.1384,1045143,0.4346,454198,23,0.6165,0.6801,874.49,0.0491,0.5945,0.4544,0.5885,moderate 6198,Rwanda,2020,capital,ICT,Junior,12.73,345876,0.0634,323954,0.565,183027,71,0.7517,0.9209,543.14,0.0841,0.95,0.5573,0.8418,high 6199,Rwanda,2022,urban,Finance,Junior,13.35,372598,0.0609,349890,0.5567,194766,77,0.8904,0.883,633.44,0.0958,0.8479,0.6892,0.8526,high 6200,Uganda,2023,capital,Infrastructure,Senior,47.48,376276,0.1623,315199,0.3958,124740,17,0.4955,0.6766,355.42,0.0591,0.737,0.4657,0.5726,moderate 6201,Kenya,2021,remote,Health,Junior,51.68,1818958,0.1495,1547011,0.3148,487073,36,0.6779,0.8117,442.32,0.0932,0.95,0.6257,0.6607,high 6202,Ethiopia,2021,rural,Security,Junior,117.0,1361789,0.2938,961711,0.2063,198394,11,0.5653,0.6678,140.46,0.0625,0.3367,0.1795,0.4074,low 6203,Ethiopia,2022,urban,Agriculture,Junior,119.93,1356120,0.1956,1090930,0.2932,319891,11,0.5178,0.6954,134.89,0.0587,0.3903,0.1612,0.4614,low 6204,South Africa,2024,urban,Education,Junior,62.0,2989701,0.1349,2586435,0.5582,1443658,59,0.7706,0.7736,507.51,0.077,0.95,0.7502,0.7894,high 6205,Kenya,2018,capital,Security,Director,48.55,1929863,0.1007,1735571,0.6895,1196602,40,0.7214,0.7931,1257.32,0.0823,0.9445,0.5524,0.7659,high 6206,Nigeria,2024,capital,ICT,Mid_Level,230.0,4359052,0.1231,3822505,0.5275,2016466,33,0.6427,0.7835,304.68,0.0593,0.7401,0.3567,0.6608,high 6207,DRC,2024,rural,ICT,Senior,105.0,722232,0.3621,460740,0.1595,73493,11,0.5325,0.6781,142.47,0.0545,0.3825,0.2278,0.3896,low 6208,Nigeria,2018,capital,Social_Services,Mid_Level,198.33,3852169,0.1141,3412663,0.4797,1637159,33,0.5616,0.7739,318.07,0.0612,0.5963,0.4433,0.644,moderate 6209,DRC,2019,capital,Justice,Senior,89.7,507546,0.2287,391448,0.2384,93327,13,0.497,0.5955,205.09,0.0708,0.4433,0.2258,0.4412,low 6210,Botswana,2025,capital,Health,Junior,2.64,122549,0.0792,112837,0.8,90269,51,0.6439,0.7678,424.01,0.0769,0.8744,0.5324,0.8135,high 6211,Botswana,2022,capital,Health,Junior,2.52,128163,0.0914,116448,0.6824,79463,54,0.7498,0.9166,511.05,0.0828,0.9381,0.6902,0.8331,high 6212,Mozambique,2025,rural,Health,Director,33.89,329744,0.2159,258564,0.1929,49873,22,0.613,0.588,304.88,0.0664,0.3825,0.1781,0.4435,low 6213,Ghana,2025,capital,Health,Mid_Level,34.71,819574,0.1306,712546,0.5968,425258,37,0.6428,0.797,288.8,0.0632,0.6855,0.4636,0.6935,high 6214,Kenya,2018,capital,Education,Junior,48.55,1508935,0.0891,1374538,0.6079,835560,44,0.7486,0.856,445.68,0.0905,0.9027,0.629,0.7713,high 6215,DRC,2023,remote,Security,Director,101.74,700971,0.4767,366785,0.1243,45597,11,0.5248,0.6747,294.17,0.0601,0.4245,0.2249,0.3555,low 6216,Mozambique,2019,rural,ICT,Senior,28.88,248599,0.3064,172429,0.2083,35920,15,0.6387,0.6407,206.91,0.049,0.3506,0.1928,0.4134,low 6217,Ethiopia,2018,rural,Education,Junior,108.65,1370241,0.2941,967238,0.1904,184118,12,0.5202,0.6263,150.59,0.0659,0.3629,0.2359,0.4079,low 6218,Ghana,2025,remote,Security,Senior,34.71,861052,0.1926,695175,0.275,191145,43,0.648,0.7242,296.24,0.0663,0.6819,0.4069,0.5956,moderate 6219,Mozambique,2020,rural,Health,Junior,29.66,278498,0.2256,215659,0.1608,34673,15,0.6241,0.5858,141.66,0.0617,0.3372,0.1935,0.4122,low 6220,DRC,2023,capital,Health,Junior,101.74,657038,0.1869,534216,0.2428,129713,10,0.5559,0.5882,121.83,0.0677,0.4226,0.2026,0.4397,low 6221,Rwanda,2019,rural,Infrastructure,Junior,12.43,420978,0.1021,377995,0.4898,185129,71,0.7731,0.8259,463.76,0.0749,0.95,0.5928,0.8026,high 6222,South Africa,2019,rural,ICT,Mid_Level,59.58,2838299,0.134,2457898,0.4839,1189418,70,0.8302,0.9172,474.57,0.0941,0.95,0.7143,0.8165,high 6223,Ethiopia,2023,capital,Administration,Junior,122.93,1297385,0.2279,1001650,0.2909,291402,19,0.6379,0.671,148.01,0.0676,0.4083,0.2068,0.4754,low 6224,Rwanda,2023,capital,Security,Junior,13.67,456127,0.0727,422976,0.5813,245878,95,0.95,0.8612,352.03,0.0917,0.95,0.556,0.8944,high 6225,Mozambique,2021,remote,Social_Services,Director,30.47,323986,0.303,225809,0.1493,33716,17,0.603,0.6467,363.46,0.0627,0.3758,0.1814,0.4068,low 6226,Uganda,2023,remote,Administration,Director,47.48,325953,0.3286,218829,0.2078,45466,18,0.5389,0.7834,787.9,0.0527,0.6979,0.3881,0.4909,low 6227,Senegal,2020,urban,Social_Services,Junior,16.18,382491,0.1025,343270,0.4324,148420,37,0.6461,0.6837,293.65,0.0589,0.6292,0.4086,0.6313,moderate 6228,Senegal,2023,remote,Health,Mid_Level,17.53,345601,0.1515,293244,0.2742,80395,41,0.6255,0.744,263.25,0.0625,0.7151,0.375,0.6038,moderate 6229,South Africa,2022,capital,Social_Services,Mid_Level,61.02,3330996,0.0876,3039320,0.6072,1845582,45,0.6252,0.8377,481.18,0.069,0.8947,0.6542,0.773,high 6230,Senegal,2018,capital,Justice,Executive,15.34,305715,0.0993,275345,0.4524,124569,24,0.5388,0.729,1028.98,0.0606,0.6403,0.3775,0.6094,moderate 6231,Mozambique,2021,capital,Education,Junior,30.47,312210,0.1754,257451,0.2571,66196,14,0.5853,0.702,102.4,0.0627,0.3504,0.1793,0.4637,low 6232,Mozambique,2019,rural,Health,Mid_Level,28.88,323590,0.2301,249143,0.1923,47909,13,0.5604,0.6881,98.03,0.0572,0.3802,0.229,0.4372,low 6233,Uganda,2018,urban,Health,Mid_Level,40.56,325762,0.1915,263372,0.3227,84977,20,0.6451,0.7677,304.24,0.0631,0.6644,0.4638,0.5608,moderate 6234,Rwanda,2022,rural,Health,Junior,13.35,395103,0.0945,357771,0.4019,143779,67,0.8103,0.8741,385.08,0.0955,0.95,0.5781,0.7783,high 6235,Uganda,2018,remote,Education,Junior,40.56,303261,0.2858,216592,0.2111,45730,24,0.5686,0.7246,318.53,0.0635,0.6937,0.3677,0.5062,moderate 6236,Tanzania,2025,rural,Education,Director,69.01,1200661,0.1529,1017123,0.2803,285093,32,0.6153,0.7531,618.48,0.0709,0.561,0.364,0.5673,moderate 6237,South Africa,2024,capital,Education,Senior,62.0,2890968,0.0921,2624617,0.6654,1746475,67,0.7376,0.9058,526.95,0.0661,0.95,0.6197,0.8537,high 6238,Botswana,2022,remote,Health,Mid_Level,2.52,121958,0.1447,104310,0.3462,36109,48,0.707,0.7968,423.06,0.0748,0.9333,0.7502,0.7082,high 6239,Uganda,2023,rural,Health,Junior,47.48,353452,0.2615,261018,0.274,71509,19,0.5864,0.7855,261.42,0.0713,0.5913,0.4265,0.5202,moderate 6240,Uganda,2018,capital,Health,Junior,40.56,278702,0.1925,225038,0.3904,87864,25,0.6355,0.8087,190.4,0.049,0.6915,0.4514,0.5976,moderate 6241,DRC,2018,rural,Education,Director,86.92,552454,0.4006,331120,0.1491,49359,9,0.5755,0.6826,285.71,0.0526,0.3406,0.2112,0.3672,low 6242,DRC,2019,capital,Security,Mid_Level,89.7,543117,0.2469,408995,0.224,91604,12,0.6226,0.62,93.05,0.0572,0.3904,0.2244,0.4287,low 6243,Nigeria,2021,rural,Agriculture,Mid_Level,213.58,4653934,0.178,3825641,0.3357,1284135,32,0.7119,0.7184,200.68,0.055,0.5997,0.4579,0.5829,moderate 6244,Senegal,2023,urban,Justice,Junior,17.53,371532,0.1065,331976,0.5154,171099,29,0.5792,0.816,299.03,0.0657,0.5634,0.3597,0.6394,moderate 6245,Mozambique,2019,remote,Administration,Mid_Level,28.88,319592,0.3332,213114,0.125,26649,20,0.6467,0.6975,98.77,0.071,0.3832,0.1995,0.4109,low 6246,Ghana,2021,capital,Infrastructure,Mid_Level,31.94,902946,0.1326,783196,0.5007,392158,29,0.5625,0.7212,256.05,0.0588,0.5543,0.3278,0.6109,moderate 6247,DRC,2023,remote,Justice,Junior,101.74,603623,0.4931,305991,0.1343,41107,15,0.6235,0.668,147.01,0.0698,0.3992,0.1708,0.355,low 6248,Uganda,2019,rural,Security,Junior,41.86,295830,0.2238,229630,0.2988,68615,15,0.6157,0.767,181.23,0.0582,0.7113,0.4187,0.5343,moderate 6249,Ghana,2025,remote,Social_Services,Mid_Level,34.71,765866,0.2323,587961,0.2842,167109,34,0.6909,0.7416,280.42,0.065,0.701,0.3756,0.5669,moderate 6250,Mozambique,2019,rural,Education,Executive,28.88,331926,0.3166,226827,0.1855,42083,22,0.5065,0.669,617.61,0.0483,0.4205,0.2075,0.4354,low 6251,Ethiopia,2018,urban,Health,Mid_Level,108.65,1414233,0.2622,1043354,0.3095,322877,17,0.5576,0.605,114.48,0.0505,0.4306,0.1956,0.4577,low 6252,Senegal,2024,remote,Education,Junior,18.0,365727,0.2074,289879,0.2302,66737,29,0.6364,0.7419,206.96,0.0596,0.6392,0.4248,0.5459,moderate 6253,Tanzania,2021,rural,Education,Mid_Level,61.31,1203453,0.1677,1001654,0.2682,268629,28,0.6192,0.8178,295.75,0.0554,0.5802,0.3602,0.5618,moderate 6254,Ghana,2021,capital,Education,Senior,31.94,817193,0.0913,742557,0.4656,345720,34,0.5486,0.7211,314.25,0.0596,0.6609,0.4294,0.6458,moderate 6255,Kenya,2021,urban,Agriculture,Junior,51.68,1696103,0.1008,1525100,0.525,800618,38,0.5647,0.822,643.04,0.0798,0.8593,0.6939,0.7297,high 6256,Uganda,2019,remote,ICT,Mid_Level,41.86,296708,0.3686,187354,0.1722,32269,17,0.605,0.7837,208.9,0.0644,0.7333,0.4535,0.4796,low 6257,Tanzania,2020,urban,ICT,Mid_Level,59.53,1186757,0.1126,1053114,0.3443,362535,21,0.5441,0.8077,196.5,0.0677,0.6874,0.3951,0.5898,moderate 6258,Ghana,2022,rural,Education,Senior,32.62,734131,0.1456,627247,0.3768,236372,33,0.5398,0.7714,443.68,0.064,0.645,0.4305,0.6136,moderate 6259,Kenya,2021,urban,Finance,Mid_Level,51.68,2055488,0.1038,1842113,0.5885,1084140,41,0.5824,0.7679,497.97,0.0727,0.8198,0.5872,0.7296,high 6260,Rwanda,2025,capital,Infrastructure,Executive,14.34,383031,0.0603,359949,0.673,242242,85,0.929,0.8774,1433.18,0.0709,0.9231,0.5522,0.8948,high 6261,Mozambique,2019,remote,Justice,Junior,28.88,288255,0.4004,172837,0.1442,24931,20,0.6068,0.6395,142.83,0.0499,0.4024,0.1929,0.3914,low 6262,South Africa,2025,urban,Education,Senior,62.5,3208186,0.133,2781630,0.5689,1582331,55,0.7347,0.7863,751.85,0.0922,0.791,0.6337,0.7569,high 6263,Mozambique,2024,capital,Health,Mid_Level,33.0,374133,0.1905,302861,0.3111,94228,22,0.5902,0.5944,91.4,0.0652,0.4088,0.1783,0.483,low 6264,Uganda,2024,capital,Agriculture,Junior,49.0,415847,0.1803,340865,0.428,145876,19,0.5589,0.7089,254.04,0.0491,0.7269,0.3743,0.5759,moderate 6265,Mozambique,2020,urban,Education,Mid_Level,29.66,335492,0.2024,267581,0.2813,75269,16,0.5499,0.7021,87.8,0.0601,0.4287,0.2086,0.4788,low 6266,Ethiopia,2018,capital,Administration,Junior,108.65,1289420,0.1709,1069086,0.3092,330509,14,0.6029,0.5971,129.93,0.0713,0.3654,0.2179,0.4675,low 6267,Tanzania,2018,urban,Education,Mid_Level,56.11,1148245,0.1532,972295,0.3632,353104,32,0.5396,0.7775,182.05,0.0682,0.7263,0.424,0.6141,moderate 6268,Ethiopia,2019,capital,Education,Junior,111.37,1337173,0.161,1121840,0.3378,378986,14,0.5657,0.6692,95.51,0.0625,0.3786,0.1975,0.4872,low 6269,DRC,2022,urban,Health,Junior,98.59,529910,0.2095,418913,0.229,95923,12,0.4919,0.6489,149.82,0.0699,0.3833,0.2332,0.4439,low 6270,Tanzania,2024,capital,Education,Junior,67.0,1039145,0.1256,908671,0.4514,410150,19,0.5932,0.7072,214.4,0.0487,0.5548,0.4257,0.5831,moderate 6271,Tanzania,2019,remote,Administration,Junior,57.79,1143193,0.2473,860509,0.2125,182815,22,0.5999,0.8114,192.25,0.0701,0.6853,0.3316,0.5197,moderate 6272,South Africa,2021,capital,Security,Junior,60.54,3104051,0.0895,2826208,0.799,2258048,52,0.7073,0.8052,518.68,0.0675,0.95,0.5649,0.8296,high 6273,Mozambique,2025,rural,Administration,Junior,33.89,319407,0.2746,231691,0.1923,44549,21,0.4992,0.6771,123.77,0.071,0.4256,0.1841,0.4445,low 6274,Uganda,2018,rural,Infrastructure,Senior,40.56,285503,0.2607,211061,0.2987,63049,16,0.4886,0.6755,275.69,0.0534,0.681,0.4005,0.509,moderate 6275,Botswana,2018,urban,Finance,Mid_Level,2.38,99331,0.0707,92305,0.5967,55079,49,0.7637,0.768,434.61,0.0752,0.95,0.7217,0.7864,high 6276,Ethiopia,2023,rural,Agriculture,Director,122.93,1256163,0.2937,887276,0.2181,193544,16,0.6451,0.6827,317.21,0.0545,0.4363,0.1858,0.4357,low 6277,Rwanda,2023,urban,Agriculture,Junior,13.67,406063,0.0729,376476,0.6529,245794,79,0.817,0.849,490.35,0.09,0.9096,0.6481,0.8756,high 6278,Botswana,2019,capital,Social_Services,Senior,2.41,103735,0.0689,96586,0.8,77268,84,0.8863,0.8293,747.17,0.0921,0.8149,0.5324,0.9019,high 6279,Uganda,2025,rural,Security,Junior,50.57,432024,0.2584,320383,0.2472,79209,24,0.6708,0.813,180.25,0.0502,0.659,0.4203,0.5371,moderate 6280,DRC,2025,rural,Social_Services,Mid_Level,108.36,637194,0.314,437141,0.1625,71030,13,0.5281,0.6248,92.08,0.0503,0.3417,0.216,0.3941,low 6281,Tanzania,2022,remote,Health,Executive,63.15,1120544,0.2575,832020,0.2007,166971,24,0.5284,0.7279,923.61,0.0558,0.7293,0.4559,0.5235,moderate 6282,Senegal,2018,urban,Education,Director,15.34,347823,0.1311,302224,0.4458,134723,35,0.5706,0.6925,667.34,0.0615,0.7267,0.4299,0.6357,moderate 6283,DRC,2019,rural,Health,Mid_Level,89.7,477237,0.3246,322310,0.1344,43319,13,0.5825,0.604,96.63,0.0557,0.4479,0.2309,0.3934,low 6284,Ethiopia,2021,remote,Health,Junior,117.0,1500272,0.4256,861690,0.138,118895,17,0.4929,0.6303,139.23,0.0595,0.4186,0.1827,0.3753,low 6285,Tanzania,2023,rural,Education,Junior,65.05,1011053,0.1761,833016,0.2487,207204,27,0.5674,0.8234,305.79,0.0612,0.7278,0.474,0.5794,moderate 6286,Nigeria,2022,urban,Administration,Junior,218.92,4152519,0.1669,3459272,0.3689,1276056,23,0.6017,0.6959,303.44,0.069,0.6525,0.3348,0.5611,moderate 6287,Botswana,2020,urban,Health,Junior,2.45,99609,0.0909,90555,0.763,69094,83,0.7316,0.7811,567.76,0.0642,0.9092,0.6916,0.9028,high 6288,Senegal,2021,urban,Finance,Junior,16.62,356882,0.1272,311502,0.5037,156913,34,0.5986,0.7358,280.53,0.0594,0.5763,0.4263,0.6398,moderate 6289,DRC,2018,remote,Education,Junior,86.92,536518,0.463,288136,0.1247,35921,10,0.5465,0.675,142.62,0.0596,0.3324,0.1938,0.3443,critical 6290,Nigeria,2022,capital,Administration,Junior,218.92,3921949,0.1121,3482444,0.4329,1507541,36,0.6864,0.6975,315.03,0.0634,0.6512,0.3401,0.624,moderate 6291,Mozambique,2025,rural,Health,Mid_Level,33.89,291842,0.2232,226693,0.1696,38441,17,0.6222,0.6723,133.28,0.0498,0.3548,0.1955,0.435,low 6292,Mozambique,2025,rural,Education,Junior,33.89,294685,0.234,225724,0.1944,43891,14,0.4796,0.6597,96.78,0.0534,0.4445,0.2251,0.441,low 6293,Mozambique,2024,capital,ICT,Mid_Level,33.0,289148,0.1659,241173,0.2473,59631,16,0.501,0.6175,88.87,0.0542,0.3714,0.2331,0.4634,low 6294,Botswana,2019,rural,Social_Services,Mid_Level,2.41,106573,0.1129,94536,0.5607,53003,85,0.8907,0.9118,585.22,0.0869,0.8393,0.6278,0.8579,high 6295,Ethiopia,2019,rural,Education,Mid_Level,111.37,1268541,0.2425,960858,0.2325,223370,14,0.511,0.6546,93.58,0.0483,0.3343,0.2393,0.438,low 6296,DRC,2024,remote,Infrastructure,Mid_Level,105.0,570311,0.4197,330970,0.1198,39653,14,0.6149,0.6915,152.62,0.0697,0.364,0.1757,0.3677,low 6297,Tanzania,2021,capital,Social_Services,Mid_Level,61.31,977888,0.121,859557,0.4436,381273,24,0.5629,0.7414,212.52,0.057,0.6901,0.4645,0.6173,moderate 6298,DRC,2018,remote,Finance,Senior,86.92,546424,0.4744,287218,0.1049,30126,9,0.4632,0.6133,195.69,0.0601,0.4094,0.2378,0.3368,critical 6299,Botswana,2019,capital,Education,Mid_Level,2.41,93342,0.0733,86501,0.7598,65724,47,0.7772,0.9285,596.46,0.0791,0.9331,0.5266,0.8244,high 6300,Nigeria,2024,capital,Security,Junior,230.0,5002587,0.1417,4293928,0.4199,1802844,22,0.5431,0.8204,193.16,0.0589,0.6056,0.4259,0.6008,moderate 6301,DRC,2024,remote,Finance,Mid_Level,105.0,588254,0.4616,316730,0.1343,42529,10,0.5729,0.6852,142.61,0.0625,0.379,0.2073,0.3546,low 6302,South Africa,2018,remote,Health,Junior,59.11,3225359,0.2026,2571746,0.3053,785108,62,0.785,0.8465,523.16,0.0677,0.95,0.7784,0.7305,high 6303,Rwanda,2022,urban,Security,Senior,13.35,362624,0.0755,335245,0.5834,195588,59,0.7166,0.9143,576.17,0.0698,0.9486,0.5752,0.814,high 6304,Nigeria,2019,remote,Finance,Junior,203.29,4073309,0.217,3189210,0.2152,686463,31,0.5644,0.8135,211.69,0.0549,0.6905,0.4586,0.564,moderate 6305,Botswana,2018,urban,Security,Senior,2.38,93763,0.1057,83856,0.6038,50636,79,0.7298,0.8699,678.08,0.0749,0.8746,0.7071,0.8607,high 6306,Senegal,2021,remote,Education,Junior,16.62,329986,0.2237,256165,0.2602,66645,35,0.7317,0.743,221.92,0.0482,0.6069,0.3964,0.5584,moderate 6307,Ethiopia,2018,remote,Infrastructure,Senior,108.65,1385590,0.3861,850636,0.1659,141085,17,0.5511,0.6783,219.65,0.066,0.4104,0.2268,0.4029,low 6308,DRC,2019,urban,Agriculture,Junior,89.7,569611,0.2776,411483,0.184,75706,13,0.4742,0.5911,94.73,0.0535,0.4325,0.2046,0.4115,low 6309,DRC,2018,remote,Finance,Mid_Level,86.92,553937,0.4769,289751,0.1201,34811,12,0.4799,0.592,102.7,0.0612,0.4364,0.1739,0.3406,critical 6310,Botswana,2025,capital,Social_Services,Junior,2.64,115369,0.0848,105591,0.8,84472,57,0.7874,0.9339,469.81,0.0671,0.9294,0.582,0.8625,high 6311,Tanzania,2018,rural,Education,Junior,56.11,1134229,0.156,957302,0.2865,274292,30,0.6424,0.7711,295.75,0.0561,0.6407,0.3726,0.5746,moderate 6312,South Africa,2020,urban,Education,Junior,60.06,3523370,0.1125,3127153,0.6328,1978743,57,0.6807,0.8468,610.05,0.0728,0.9064,0.6456,0.8048,high 6313,Senegal,2023,urban,Education,Junior,17.53,347850,0.0947,314908,0.4114,129563,25,0.5265,0.6962,231.15,0.0514,0.6475,0.361,0.597,moderate 6314,Botswana,2024,capital,Security,Junior,2.6,133460,0.085,122110,0.8,97688,50,0.723,0.7662,461.28,0.0954,0.8734,0.6696,0.823,high 6315,Nigeria,2022,urban,Health,Senior,218.92,4596433,0.1876,3734348,0.4442,1658847,22,0.578,0.7147,473.21,0.0531,0.6392,0.4712,0.5874,moderate 6316,Kenya,2018,rural,Security,Junior,48.55,1495949,0.143,1282019,0.357,457691,61,0.7673,0.7978,518.21,0.0862,0.8795,0.7282,0.7364,high 6317,Kenya,2025,rural,Health,Junior,56.15,2208822,0.1178,1948540,0.3773,735225,41,0.7241,0.8064,487.3,0.0801,0.95,0.6884,0.7022,high 6318,Senegal,2025,capital,Social_Services,Junior,18.49,379389,0.1201,333829,0.4985,166398,30,0.6484,0.7919,243.0,0.0681,0.6774,0.4575,0.6519,high 6319,Senegal,2025,rural,Security,Junior,18.49,442613,0.18,362960,0.33,119793,31,0.6613,0.7068,192.63,0.0703,0.5656,0.4313,0.5707,moderate 6320,Uganda,2020,capital,Education,Senior,43.2,295866,0.1487,251871,0.4178,105225,29,0.6464,0.7551,350.17,0.0656,0.5941,0.3331,0.5958,moderate 6321,Ghana,2023,remote,Administration,Junior,33.3,942026,0.1748,777370,0.2374,184535,38,0.6895,0.7161,263.03,0.0494,0.7278,0.4095,0.5818,moderate 6322,Botswana,2025,urban,Social_Services,Director,2.64,117683,0.0822,108009,0.6499,70195,62,0.6951,0.925,1270.73,0.0834,0.7923,0.7494,0.8398,high 6323,Senegal,2018,urban,Social_Services,Junior,15.34,371042,0.1232,325342,0.4632,150686,29,0.6574,0.8161,199.54,0.0481,0.5534,0.4781,0.6331,moderate 6324,Rwanda,2022,urban,Education,Junior,13.35,413532,0.065,386661,0.6007,232254,53,0.764,0.799,643.64,0.0948,0.7988,0.6442,0.7806,high 6325,South Africa,2020,urban,Agriculture,Senior,60.06,3317037,0.1039,2972274,0.6487,1928235,75,0.6878,0.7724,636.0,0.0884,0.95,0.5671,0.8413,high 6326,Ethiopia,2020,remote,Security,Junior,114.15,1451475,0.3204,986480,0.1659,163638,11,0.5559,0.6486,115.45,0.0611,0.4472,0.2028,0.4012,low 6327,DRC,2019,capital,Education,Mid_Level,89.7,487306,0.1978,390934,0.2676,104596,13,0.5322,0.661,117.58,0.0628,0.4431,0.2229,0.4657,low 6328,South Africa,2022,capital,Health,Mid_Level,61.02,2813006,0.1268,2456235,0.7031,1727031,47,0.633,0.8037,503.83,0.0781,0.9448,0.6244,0.789,high 6329,Mozambique,2023,urban,Education,Junior,32.13,349806,0.2018,279221,0.2341,65365,17,0.5389,0.613,131.86,0.0591,0.3819,0.1974,0.4505,low 6330,Ghana,2023,rural,Finance,Mid_Level,33.3,868847,0.1462,741852,0.3936,292002,26,0.5564,0.8227,268.67,0.0581,0.6961,0.3824,0.6081,moderate 6331,Rwanda,2020,rural,Finance,Mid_Level,12.73,337466,0.1139,299025,0.4166,124582,77,0.7861,0.8684,508.1,0.0947,0.95,0.5643,0.7999,high 6332,Senegal,2025,urban,Finance,Mid_Level,18.49,407513,0.1234,357238,0.4465,159505,37,0.6463,0.6918,264.8,0.0642,0.6007,0.4266,0.6298,moderate 6333,Kenya,2025,urban,Education,Junior,56.15,1786922,0.0842,1636512,0.5482,897076,37,0.6436,0.9156,489.9,0.0803,0.9295,0.7735,0.7661,high 6334,Rwanda,2020,remote,Justice,Junior,12.73,421210,0.149,358467,0.3708,132928,72,0.8848,0.8847,373.4,0.0652,0.8825,0.6877,0.7752,high 6335,South Africa,2025,capital,Education,Mid_Level,62.5,3176483,0.1108,2824582,0.6806,1922422,49,0.6042,0.8564,405.65,0.0662,0.858,0.7608,0.8053,high 6336,South Africa,2022,capital,Agriculture,Senior,61.02,3573626,0.1273,3118796,0.7267,2266528,57,0.7672,0.7837,856.88,0.0729,0.95,0.6411,0.819,high 6337,Botswana,2020,rural,Administration,Mid_Level,2.45,121429,0.1336,105208,0.4607,48465,71,0.9,0.7845,543.98,0.0757,0.8794,0.5357,0.7685,high 6338,DRC,2020,remote,Health,Junior,92.57,636496,0.3604,407076,0.1262,51375,15,0.6255,0.6962,155.79,0.0545,0.4439,0.2033,0.3981,low 6339,Senegal,2018,remote,Health,Junior,15.34,286936,0.1798,235354,0.2433,57272,28,0.6708,0.8072,219.18,0.0605,0.7362,0.3489,0.5655,moderate 6340,Botswana,2019,urban,Education,Junior,2.41,121591,0.0724,112785,0.6586,74282,51,0.6719,0.7834,383.37,0.0845,0.8944,0.5909,0.7901,high 6341,Botswana,2025,remote,Agriculture,Junior,2.64,134098,0.1391,115440,0.3726,43016,77,0.8666,0.8431,511.58,0.0951,0.9087,0.7036,0.7886,high 6342,Uganda,2019,rural,Health,Junior,41.86,329711,0.2692,240936,0.2274,54777,17,0.4917,0.7322,205.22,0.0665,0.7134,0.3591,0.4991,low 6343,Uganda,2022,urban,Education,Mid_Level,46.01,394246,0.2145,309673,0.3363,104132,17,0.6416,0.8146,217.9,0.0494,0.6907,0.3784,0.552,moderate 6344,Rwanda,2024,capital,Finance,Junior,14.0,437974,0.0728,406076,0.7434,301878,68,0.6861,0.9284,521.05,0.0939,0.95,0.6476,0.8867,high 6345,Uganda,2018,urban,Security,Mid_Level,40.56,300305,0.1996,240353,0.3149,75688,18,0.5072,0.7055,199.83,0.0653,0.731,0.4746,0.5502,moderate 6346,Ethiopia,2021,remote,Health,Mid_Level,117.0,1448403,0.3543,935251,0.1337,124999,13,0.47,0.6901,155.92,0.053,0.4218,0.2313,0.3962,low 6347,South Africa,2020,urban,Education,Junior,60.06,3256709,0.1097,2899505,0.7135,2068745,76,0.7262,0.7905,410.08,0.0789,0.8603,0.6866,0.8642,high 6348,Botswana,2021,capital,Justice,Junior,2.49,117386,0.0891,106930,0.6609,70670,71,0.8856,0.7879,531.85,0.0709,0.8901,0.71,0.8487,high 6349,Uganda,2024,remote,Social_Services,Senior,49.0,343866,0.3403,226846,0.2065,46845,16,0.5363,0.728,408.09,0.061,0.7353,0.3428,0.4736,low 6350,Mozambique,2022,capital,Social_Services,Junior,31.29,292197,0.1637,244362,0.2487,60767,14,0.5367,0.5895,120.44,0.0524,0.3959,0.1709,0.4513,low 6351,Rwanda,2020,rural,ICT,Junior,12.73,378861,0.0984,341572,0.4182,142857,64,0.7884,0.805,484.77,0.0767,0.95,0.7325,0.779,high 6352,Rwanda,2018,urban,Health,Junior,12.14,346721,0.0626,325007,0.678,220346,83,0.8683,0.7937,605.22,0.0723,0.8455,0.7514,0.8901,high 6353,Tanzania,2023,rural,ICT,Junior,65.05,1091538,0.1675,908699,0.2649,240713,32,0.5881,0.6924,291.25,0.0711,0.702,0.3732,0.5657,moderate 6354,Nigeria,2019,rural,Security,Junior,203.29,4611585,0.2177,3607459,0.3206,1156483,28,0.5579,0.7626,238.06,0.0519,0.5563,0.4615,0.5619,moderate 6355,Senegal,2025,capital,Education,Mid_Level,18.49,424535,0.0967,383492,0.4727,181274,42,0.59,0.7983,232.76,0.0483,0.7082,0.4761,0.6872,high 6356,Nigeria,2024,rural,Justice,Junior,230.0,4293593,0.2402,3262454,0.3205,1045517,29,0.6402,0.7323,310.12,0.055,0.5838,0.3489,0.5457,moderate 6357,Ethiopia,2025,urban,ICT,Junior,129.15,1340261,0.2488,1006854,0.2778,279694,16,0.5797,0.6743,121.83,0.0649,0.3982,0.1923,0.4574,low 6358,Senegal,2023,capital,Education,Junior,17.53,424946,0.1057,380015,0.4245,161332,39,0.6118,0.6766,187.06,0.0613,0.588,0.4206,0.6296,moderate 6359,DRC,2024,urban,Administration,Junior,105.0,656651,0.2916,465198,0.2177,101281,14,0.5735,0.6058,150.18,0.0529,0.4234,0.1675,0.4165,low 6360,Tanzania,2021,rural,Security,Mid_Level,61.31,956328,0.1717,792119,0.3059,242296,24,0.5864,0.6897,265.07,0.0559,0.5746,0.4007,0.5445,moderate 6361,Botswana,2021,urban,Education,Junior,2.49,106598,0.103,95619,0.6275,60000,59,0.7988,0.8942,468.49,0.09,0.95,0.594,0.8172,high 6362,Nigeria,2022,urban,Infrastructure,Junior,218.92,4347610,0.1861,3538450,0.4666,1651183,32,0.5435,0.6942,270.96,0.07,0.562,0.4784,0.6083,moderate 6363,Kenya,2021,urban,Security,Executive,51.68,1648062,0.112,1463486,0.5075,742701,62,0.7937,0.8479,2056.32,0.0953,0.95,0.7773,0.8038,high 6364,Tanzania,2018,urban,Education,Junior,56.11,1151510,0.1416,988467,0.4405,435418,19,0.5798,0.8185,226.24,0.0599,0.611,0.4338,0.5995,moderate 6365,South Africa,2018,urban,Health,Mid_Level,59.11,3136602,0.1153,2774998,0.5568,1544996,62,0.692,0.84,377.21,0.0692,0.9416,0.7783,0.8134,high 6366,South Africa,2025,capital,Agriculture,Director,62.5,3212033,0.1193,2828692,0.6267,1772670,77,0.8427,0.87,1310.77,0.0929,0.8578,0.5756,0.8432,high 6367,Nigeria,2022,remote,ICT,Junior,218.92,3784517,0.2949,2668591,0.244,651234,32,0.6656,0.6797,236.56,0.0595,0.681,0.4129,0.5286,moderate 6368,South Africa,2024,urban,Security,Junior,62.0,3420947,0.1203,3009570,0.6268,1886251,67,0.6533,0.8957,616.02,0.0676,0.8703,0.7458,0.8401,high 6369,Senegal,2018,capital,Social_Services,Junior,15.34,321195,0.0967,290133,0.5691,165127,24,0.5722,0.7293,321.87,0.0549,0.7366,0.3845,0.6496,moderate 6370,South Africa,2021,rural,Infrastructure,Junior,60.54,3535131,0.1457,3020091,0.5182,1564865,76,0.8122,0.7947,398.77,0.0913,0.8509,0.6485,0.8023,high 6371,Ethiopia,2024,capital,Finance,Mid_Level,126.0,1545919,0.1887,1254233,0.2982,374040,11,0.5612,0.5925,121.54,0.0512,0.3362,0.199,0.4473,low 6372,Ethiopia,2020,rural,Health,Director,114.15,1170072,0.2512,876200,0.2212,193794,18,0.4941,0.5879,310.52,0.0586,0.3554,0.1706,0.4283,low 6373,Nigeria,2024,capital,Security,Senior,230.0,3940810,0.1537,3335128,0.4937,1646657,30,0.5418,0.8112,466.91,0.0562,0.6181,0.4076,0.6342,moderate 6374,Nigeria,2025,remote,Education,Mid_Level,235.75,4523245,0.2329,3469778,0.1991,690841,26,0.5728,0.7732,271.59,0.0715,0.6818,0.3445,0.5252,moderate 6375,Botswana,2022,capital,Health,Director,2.52,102618,0.0777,94646,0.8,75716,71,0.7745,0.822,969.34,0.0915,0.95,0.7588,0.9023,high 6376,DRC,2024,rural,Education,Senior,105.0,574096,0.3317,383647,0.1634,62698,14,0.6133,0.6324,139.15,0.0598,0.4336,0.1831,0.3995,low 6377,Ethiopia,2022,capital,Justice,Mid_Level,119.93,1542642,0.1795,1265684,0.3285,415795,12,0.5347,0.6944,120.82,0.0696,0.4271,0.2022,0.4843,low 6378,Botswana,2020,rural,Justice,Mid_Level,2.45,98240,0.1091,87518,0.496,43412,85,0.909,0.8971,411.3,0.069,0.95,0.5947,0.8483,high 6379,DRC,2023,rural,Infrastructure,Junior,101.74,580384,0.394,351711,0.1587,55818,15,0.5032,0.5938,131.49,0.0547,0.3984,0.1893,0.3765,low 6380,Rwanda,2019,capital,Infrastructure,Junior,12.43,397452,0.0608,373275,0.5847,218270,89,0.95,0.7865,635.41,0.079,0.8061,0.616,0.8637,high 6381,Nigeria,2022,urban,Justice,Junior,218.92,4883352,0.1523,4139649,0.4904,2030024,29,0.5266,0.7335,234.12,0.0566,0.6993,0.4136,0.6283,moderate 6382,Senegal,2025,rural,Agriculture,Junior,18.49,426406,0.1634,356747,0.2873,102501,24,0.5441,0.7626,270.38,0.0565,0.6002,0.3464,0.55,moderate 6383,Rwanda,2020,urban,Agriculture,Senior,12.73,397398,0.077,366798,0.5728,210107,71,0.8181,0.8733,620.07,0.0899,0.95,0.7752,0.855,high 6384,Uganda,2025,capital,Finance,Junior,50.57,437167,0.193,352778,0.3888,137148,18,0.565,0.6947,188.56,0.0509,0.5723,0.4628,0.5516,moderate 6385,Rwanda,2018,capital,Education,Junior,12.14,337519,0.0605,317105,0.7324,232235,82,0.7774,0.8196,460.78,0.0767,0.8248,0.611,0.8895,high 6386,Botswana,2024,rural,Health,Senior,2.6,113713,0.1282,99139,0.4832,47903,78,0.8519,0.8793,921.75,0.0904,0.9079,0.692,0.8256,high 6387,Ethiopia,2021,rural,Education,Mid_Level,117.0,1536445,0.2946,1083828,0.2194,237772,13,0.6049,0.6464,112.57,0.0487,0.3431,0.1699,0.412,low 6388,South Africa,2021,capital,Security,Junior,60.54,3326365,0.1069,2970634,0.6566,1950476,58,0.7234,0.7875,489.0,0.0845,0.95,0.7521,0.8207,high 6389,DRC,2023,rural,Education,Mid_Level,101.74,697531,0.3958,421458,0.1671,70431,8,0.4625,0.7118,142.35,0.0597,0.3783,0.1746,0.3749,low 6390,South Africa,2022,rural,Health,Mid_Level,61.02,3094307,0.1844,2523791,0.4977,1256038,74,0.7619,0.7926,599.15,0.0776,0.9299,0.7076,0.796,high 6391,Rwanda,2022,rural,Health,Junior,13.35,380985,0.1019,342169,0.4703,160910,88,0.8694,0.8964,521.81,0.0718,0.95,0.6751,0.8591,high 6392,Kenya,2022,rural,Health,Junior,52.76,1949607,0.1118,1731577,0.3776,653893,66,0.863,0.8448,380.9,0.0891,0.95,0.6133,0.7645,high 6393,Nigeria,2024,capital,Finance,Junior,230.0,5126828,0.1316,4452358,0.4216,1877016,23,0.5223,0.6913,246.08,0.0521,0.7012,0.4015,0.594,moderate 6394,Rwanda,2024,rural,Security,Junior,14.0,415149,0.1176,366319,0.4714,172688,76,0.8156,0.8237,604.01,0.0928,0.95,0.7798,0.825,high 6395,Ghana,2024,rural,Infrastructure,Mid_Level,34.0,815924,0.1673,679448,0.3747,254605,38,0.594,0.7409,249.58,0.061,0.5633,0.4367,0.608,moderate 6396,Tanzania,2025,capital,Social_Services,Junior,69.01,1075575,0.1353,930095,0.4841,450252,32,0.5504,0.676,308.06,0.0542,0.5946,0.4553,0.6236,moderate 6397,Nigeria,2020,urban,Administration,Mid_Level,208.37,4086775,0.1577,3442472,0.407,1400998,36,0.6543,0.7979,324.68,0.0593,0.5567,0.4624,0.6239,moderate 6398,Uganda,2019,urban,Education,Director,41.86,349451,0.2071,277088,0.3185,88262,20,0.5351,0.6777,683.43,0.0483,0.722,0.4252,0.5442,moderate 6399,South Africa,2022,urban,Finance,Junior,61.02,3399472,0.1249,2975046,0.6077,1807795,76,0.7754,0.8882,484.0,0.0676,0.95,0.7271,0.8616,high 6400,Rwanda,2019,urban,Social_Services,Mid_Level,12.43,390461,0.0852,357208,0.5677,202795,90,0.95,0.7749,624.2,0.0949,0.879,0.7514,0.8749,high 6401,Ethiopia,2018,rural,Finance,Mid_Level,108.65,1465688,0.3085,1013460,0.2326,235776,12,0.5835,0.6155,95.61,0.0688,0.4007,0.1714,0.4106,low 6402,Rwanda,2022,urban,Administration,Junior,13.35,362976,0.0823,333118,0.5829,194173,84,0.7606,0.8734,410.84,0.0774,0.95,0.578,0.869,high 6403,Senegal,2019,rural,Education,Mid_Level,15.76,354759,0.1732,293308,0.2882,84525,41,0.6988,0.8037,242.19,0.0514,0.7207,0.386,0.6125,moderate 6404,Kenya,2022,urban,Health,Junior,52.76,2098171,0.0981,1892282,0.5737,1085583,37,0.7212,0.9323,369.13,0.0876,0.95,0.7618,0.7724,high 6405,Ethiopia,2023,rural,Health,Mid_Level,122.93,1639147,0.2531,1224312,0.1864,228161,17,0.6479,0.5958,94.97,0.0576,0.4412,0.1671,0.426,low 6406,Kenya,2018,remote,Finance,Mid_Level,48.55,1624076,0.1659,1354687,0.315,426665,37,0.5854,0.7742,381.67,0.0692,0.95,0.5743,0.6483,moderate 6407,South Africa,2025,remote,Finance,Junior,62.5,3773533,0.2193,2945995,0.3323,978907,51,0.7855,0.8979,412.69,0.0707,0.95,0.7454,0.71,high 6408,Botswana,2022,capital,Education,Mid_Level,2.52,102414,0.0637,95885,0.7038,67488,73,0.7897,0.9277,390.33,0.0937,0.9026,0.7652,0.8985,high 6409,Uganda,2019,urban,Education,Junior,41.86,303897,0.1822,248525,0.3638,90410,23,0.5044,0.795,220.41,0.0657,0.6054,0.3655,0.5692,moderate 6410,Rwanda,2022,capital,Health,Director,13.35,395637,0.076,365581,0.7181,262511,52,0.6999,0.8708,1470.49,0.0949,0.8124,0.7029,0.8227,high 6411,Kenya,2021,urban,Health,Executive,51.68,1872706,0.0994,1686571,0.6468,1090932,44,0.7174,0.8432,1985.48,0.0891,0.8469,0.7635,0.7844,high 6412,Tanzania,2021,urban,Education,Junior,61.31,1121514,0.1473,956337,0.3464,331308,23,0.6506,0.7493,265.39,0.0568,0.5636,0.4097,0.567,moderate 6413,Kenya,2020,rural,Education,Mid_Level,50.61,1804117,0.1372,1556580,0.4549,708146,39,0.576,0.7923,547.4,0.072,0.95,0.6198,0.7028,high 6414,Tanzania,2021,rural,Agriculture,Junior,61.31,1075239,0.2082,851370,0.3008,256120,23,0.6683,0.8203,244.76,0.0563,0.7227,0.3651,0.5625,moderate 6415,Uganda,2023,rural,Security,Junior,47.48,342920,0.2407,260392,0.2633,68560,20,0.6204,0.7166,265.92,0.0539,0.6385,0.388,0.5158,moderate 6416,Uganda,2022,rural,Education,Mid_Level,46.01,411910,0.2331,315881,0.2611,82477,19,0.633,0.7185,322.77,0.0496,0.7269,0.4483,0.5298,moderate 6417,Mozambique,2019,rural,Health,Junior,28.88,294691,0.2781,212728,0.1765,37553,22,0.6065,0.6686,127.73,0.0577,0.3396,0.2051,0.4344,low 6418,Ghana,2024,remote,Health,Mid_Level,34.0,776053,0.1854,632159,0.2374,150053,48,0.7435,0.7258,303.29,0.0515,0.619,0.3279,0.5865,moderate 6419,Nigeria,2021,urban,ICT,Junior,213.58,3850183,0.129,3353525,0.4296,1440545,22,0.6344,0.7377,324.06,0.0497,0.6389,0.4753,0.6022,moderate 6420,South Africa,2021,urban,Health,Mid_Level,60.54,3028661,0.1231,2655709,0.7248,1924907,62,0.6499,0.8489,562.1,0.0832,0.8105,0.6308,0.8269,high 6421,Senegal,2022,urban,Administration,Executive,17.07,404836,0.1325,351188,0.5177,181804,30,0.5905,0.6812,829.69,0.0517,0.5852,0.3453,0.6165,moderate 6422,South Africa,2020,urban,Social_Services,Junior,60.06,3325675,0.1204,2925133,0.6719,1965405,42,0.7366,0.8315,585.19,0.0749,0.95,0.695,0.7821,high 6423,DRC,2025,urban,Education,Mid_Level,108.36,580675,0.2239,450653,0.2066,93122,10,0.4658,0.6129,128.43,0.0695,0.3548,0.1769,0.4158,low 6424,DRC,2023,rural,Administration,Junior,101.74,684131,0.3062,474647,0.1455,69063,11,0.6195,0.5984,128.72,0.0684,0.4421,0.2216,0.3935,low 6425,Botswana,2018,rural,Justice,Director,2.38,96735,0.1177,85348,0.4836,41272,75,0.7186,0.7722,1112.03,0.0871,0.9479,0.5975,0.7993,high 6426,Rwanda,2022,urban,Education,Junior,13.35,401093,0.0608,376720,0.638,240358,62,0.7069,0.7841,517.65,0.0677,0.8934,0.6931,0.8256,high 6427,Ethiopia,2025,rural,Education,Mid_Level,129.15,1459893,0.2679,1068774,0.2164,231272,11,0.5259,0.6328,95.01,0.0625,0.4219,0.1846,0.4202,low 6428,DRC,2020,urban,Agriculture,Senior,92.57,496227,0.2031,395420,0.2301,90987,10,0.5438,0.6712,233.23,0.0664,0.3697,0.1747,0.4369,low 6429,DRC,2022,rural,Health,Mid_Level,98.59,673868,0.3414,443810,0.179,79427,9,0.5479,0.5979,137.54,0.055,0.4436,0.162,0.3821,low 6430,Botswana,2022,rural,Finance,Director,2.52,106741,0.0952,96580,0.5268,50879,68,0.7971,0.8589,1415.0,0.0792,0.7921,0.535,0.7895,high 6431,Rwanda,2018,remote,ICT,Junior,12.14,383041,0.1035,343408,0.3479,119486,73,0.7917,0.7823,467.24,0.0698,0.7753,0.6274,0.7512,high 6432,Ghana,2018,capital,Education,Mid_Level,30.01,692004,0.1323,600466,0.6147,369094,31,0.6144,0.7661,202.96,0.0631,0.6345,0.325,0.659,high 6433,Nigeria,2020,capital,Social_Services,Mid_Level,208.37,3767383,0.1439,3225404,0.459,1480608,28,0.5572,0.7709,298.04,0.0596,0.5815,0.3619,0.6088,moderate 6434,Mozambique,2020,remote,Security,Director,29.66,280796,0.3861,172374,0.1527,26318,22,0.5424,0.7081,328.7,0.0656,0.3532,0.1773,0.4059,low 6435,South Africa,2025,rural,Administration,Junior,62.5,3307381,0.1615,2773278,0.4352,1206934,47,0.6232,0.8192,476.6,0.0646,0.9037,0.6575,0.7149,high 6436,Senegal,2021,rural,Health,Senior,16.62,336378,0.1474,286786,0.3684,105647,37,0.6912,0.7951,480.08,0.049,0.747,0.4696,0.6387,moderate 6437,DRC,2019,urban,Security,Senior,89.7,545011,0.2533,406954,0.19,77331,13,0.5519,0.5986,224.53,0.0537,0.3938,0.2267,0.4185,low 6438,Kenya,2023,capital,ICT,Junior,53.87,2058166,0.0828,1887758,0.5439,1026770,44,0.5915,0.8002,615.42,0.0734,0.9403,0.5719,0.7465,high 6439,Tanzania,2019,urban,Administration,Junior,57.79,1089329,0.1315,946059,0.3575,338188,27,0.5848,0.8059,313.86,0.0617,0.6097,0.4051,0.5964,moderate 6440,Nigeria,2025,rural,Health,Junior,235.75,4226464,0.2156,3315406,0.2809,931338,25,0.6051,0.7599,298.71,0.0585,0.7042,0.3327,0.5465,moderate 6441,South Africa,2022,urban,Administration,Mid_Level,61.02,3419871,0.1391,2944225,0.5948,1751231,69,0.8612,0.9338,478.73,0.0853,0.8249,0.6653,0.8255,high 6442,Uganda,2021,capital,Administration,Director,44.58,405718,0.1465,346278,0.3337,115556,25,0.5587,0.7693,637.66,0.0619,0.6492,0.3216,0.5718,moderate 6443,Senegal,2020,remote,Finance,Junior,16.18,305121,0.1793,250424,0.2288,57297,33,0.6685,0.6842,281.79,0.0485,0.6858,0.3447,0.5506,moderate 6444,Ethiopia,2020,capital,Infrastructure,Senior,114.15,1394603,0.2276,1077175,0.2682,288894,13,0.5321,0.6265,171.47,0.0617,0.3542,0.176,0.4396,low 6445,South Africa,2019,capital,Security,Mid_Level,59.58,2956078,0.126,2583696,0.7301,1886447,51,0.6081,0.805,496.41,0.0706,0.8618,0.777,0.8132,high 6446,Uganda,2025,urban,Social_Services,Junior,50.57,434378,0.2189,339291,0.3932,133418,24,0.6546,0.6761,232.83,0.0664,0.6318,0.3499,0.5532,moderate 6447,Ethiopia,2024,rural,Infrastructure,Junior,126.0,1329400,0.3368,881703,0.1893,166922,16,0.5291,0.6149,116.17,0.0656,0.3585,0.1674,0.398,low 6448,Ethiopia,2021,rural,Security,Mid_Level,117.0,1356567,0.2532,1013149,0.1955,198105,12,0.4876,0.7091,97.21,0.0617,0.3786,0.2038,0.4302,low 6449,Ghana,2022,urban,Education,Junior,32.62,734785,0.1216,645416,0.4798,309660,48,0.6076,0.7617,323.43,0.0703,0.6878,0.3835,0.6809,high 6450,Mozambique,2023,remote,Infrastructure,Junior,32.13,274399,0.3368,181972,0.1233,22429,16,0.5847,0.6211,100.12,0.0621,0.3401,0.2343,0.3872,low 6451,DRC,2025,remote,Health,Junior,108.36,572760,0.4901,292053,0.13,37956,8,0.4636,0.6245,104.11,0.048,0.341,0.2143,0.3292,critical 6452,Mozambique,2022,urban,Education,Mid_Level,31.29,325879,0.1858,265314,0.2291,60772,22,0.5202,0.694,124.52,0.0593,0.3614,0.216,0.4776,low 6453,Kenya,2021,capital,Social_Services,Mid_Level,51.68,1955094,0.0749,1808730,0.5906,1068215,47,0.618,0.915,459.78,0.0738,0.9032,0.7686,0.8009,high 6454,DRC,2020,remote,Administration,Junior,92.57,571032,0.4439,317540,0.1095,34765,15,0.5763,0.6779,133.73,0.0534,0.401,0.2291,0.3686,low 6455,Ethiopia,2024,rural,Infrastructure,Mid_Level,126.0,1453697,0.2744,1054873,0.2049,216106,19,0.6105,0.6023,92.98,0.0513,0.4346,0.1716,0.4311,low 6456,Uganda,2021,rural,Social_Services,Junior,44.58,327905,0.212,258382,0.2272,58717,17,0.5996,0.6854,272.38,0.0686,0.6535,0.4706,0.5115,moderate 6457,Botswana,2021,urban,Health,Mid_Level,2.49,120639,0.0777,111269,0.7097,78971,64,0.8653,0.7777,467.6,0.0772,0.9012,0.5986,0.8347,high 6458,Botswana,2020,urban,Health,Junior,2.45,123211,0.0884,112321,0.7444,83609,61,0.8398,0.9031,638.51,0.0886,0.95,0.6741,0.8644,high 6459,South Africa,2024,urban,Health,Junior,62.0,3555404,0.1008,3196867,0.7191,2298921,61,0.8109,0.8515,602.47,0.0958,0.95,0.7481,0.8546,high 6460,DRC,2024,rural,Education,Mid_Level,105.0,574289,0.3281,385884,0.1388,53560,10,0.5731,0.5947,150.3,0.0492,0.3612,0.2367,0.3767,low 6461,Tanzania,2024,capital,Administration,Senior,67.0,1199097,0.1414,1029551,0.4348,447663,21,0.5358,0.7249,339.1,0.0658,0.5944,0.4396,0.588,moderate 6462,Botswana,2022,urban,Security,Senior,2.52,109631,0.0947,99254,0.5927,58825,78,0.8759,0.9302,605.97,0.0682,0.95,0.6067,0.8647,high 6463,Mozambique,2022,remote,Security,Junior,31.29,277706,0.3149,190247,0.1474,28047,22,0.511,0.6413,141.86,0.069,0.4317,0.2222,0.4247,low 6464,Ethiopia,2019,urban,Agriculture,Junior,111.37,1292976,0.195,1040798,0.2685,279499,17,0.5995,0.5857,151.32,0.0606,0.4081,0.2096,0.4605,low 6465,Kenya,2018,rural,Security,Junior,48.55,1488066,0.1509,1263575,0.4704,594368,59,0.7437,0.8657,497.81,0.0916,0.95,0.5381,0.756,high 6466,Tanzania,2020,rural,ICT,Senior,59.53,1070328,0.2047,851255,0.3108,264591,30,0.7031,0.7676,378.92,0.0658,0.7253,0.42,0.5812,moderate 6467,Ghana,2018,capital,Social_Services,Mid_Level,30.01,860311,0.0993,774848,0.58,449394,35,0.5478,0.73,204.08,0.061,0.7218,0.4788,0.6872,high 6468,Nigeria,2022,remote,Administration,Junior,218.92,3757002,0.3003,2628917,0.2392,628735,34,0.6637,0.709,242.79,0.0564,0.688,0.329,0.5278,moderate 6469,Uganda,2021,capital,Security,Mid_Level,44.58,378120,0.1877,307133,0.4214,129427,28,0.5383,0.6874,209.91,0.0589,0.6499,0.4634,0.5929,moderate 6470,DRC,2025,urban,ICT,Junior,108.36,588566,0.2713,428890,0.2067,88642,14,0.6237,0.6592,146.77,0.0556,0.3392,0.2039,0.422,low 6471,Ghana,2025,rural,Security,Director,34.71,940253,0.1749,775821,0.3981,308865,33,0.6476,0.8078,594.74,0.0677,0.6948,0.373,0.6163,moderate 6472,Senegal,2023,urban,Education,Mid_Level,17.53,345752,0.1206,304055,0.4101,124687,32,0.677,0.7747,232.03,0.0588,0.6004,0.3863,0.6172,moderate 6473,South Africa,2025,rural,Health,Junior,62.5,2852049,0.1542,2412192,0.5141,1240121,62,0.6887,0.832,378.06,0.0763,0.8757,0.5895,0.7663,high 6474,Senegal,2019,capital,Health,Junior,15.76,396411,0.107,354008,0.5203,184203,30,0.5581,0.7482,231.28,0.0538,0.7007,0.3574,0.6464,moderate 6475,Botswana,2023,capital,Infrastructure,Mid_Level,2.56,121776,0.0934,110396,0.7382,81489,62,0.8028,0.7759,497.53,0.0919,0.8459,0.6506,0.8322,high 6476,Kenya,2019,remote,Social_Services,Senior,49.57,1551244,0.1577,1306567,0.2852,372660,65,0.858,0.8891,821.23,0.0718,0.7935,0.738,0.7309,high 6477,South Africa,2019,capital,Education,Junior,59.58,2991357,0.096,2704120,0.6237,1686543,69,0.8792,0.7907,522.9,0.0781,0.896,0.7164,0.8343,high 6478,Tanzania,2024,capital,Administration,Junior,67.0,1183735,0.1032,1061595,0.4586,486812,25,0.5352,0.7257,213.95,0.0637,0.683,0.4079,0.6193,moderate 6479,Mozambique,2024,capital,Security,Mid_Level,33.0,326265,0.2034,259888,0.2449,63650,20,0.5476,0.5891,85.69,0.0539,0.4001,0.2093,0.4597,low 6480,Uganda,2018,urban,Health,Senior,40.56,358861,0.1666,299062,0.4003,119702,16,0.5704,0.7826,352.61,0.0503,0.7016,0.4459,0.5806,moderate 6481,Senegal,2020,capital,Administration,Junior,16.18,330513,0.0982,298056,0.4911,146371,33,0.5771,0.7332,314.83,0.0693,0.5702,0.445,0.6422,moderate 6482,Rwanda,2022,capital,Justice,Junior,13.35,369735,0.0558,349107,0.7075,246981,84,0.9202,0.8511,479.34,0.0816,0.7755,0.7222,0.9004,high 6483,Botswana,2024,capital,Administration,Junior,2.6,107749,0.0639,100859,0.8,80687,74,0.8238,0.7899,590.85,0.0829,0.8706,0.6827,0.8928,high 6484,Senegal,2019,urban,Health,Junior,15.76,398004,0.1037,356738,0.3905,139309,27,0.5836,0.677,269.19,0.0605,0.6189,0.4621,0.5989,moderate 6485,Senegal,2019,capital,Health,Senior,15.76,330068,0.117,291440,0.4364,127189,33,0.5924,0.8162,369.82,0.0545,0.5587,0.3982,0.6305,moderate 6486,Nigeria,2019,capital,Health,Mid_Level,203.29,3756637,0.1357,3246937,0.4713,1530190,21,0.5939,0.7424,258.4,0.0648,0.6911,0.4313,0.61,moderate 6487,Uganda,2018,remote,Social_Services,Senior,40.56,292516,0.3259,197179,0.2203,43440,28,0.5884,0.8029,366.57,0.05,0.7423,0.3694,0.5252,moderate 6488,Mozambique,2020,remote,Justice,Junior,29.66,323195,0.2715,235447,0.1438,33862,15,0.5691,0.6279,135.86,0.0633,0.4156,0.2168,0.413,low 6489,Rwanda,2023,remote,Finance,Senior,13.67,375884,0.1493,319772,0.3621,115781,56,0.7893,0.8643,705.69,0.0675,0.9438,0.656,0.7328,high 6490,South Africa,2024,urban,Infrastructure,Junior,62.0,2871663,0.1179,2533145,0.7318,1853765,42,0.7151,0.837,403.4,0.0858,0.8742,0.7778,0.7992,high 6491,Senegal,2022,urban,ICT,Junior,17.07,428404,0.1259,374487,0.464,173769,30,0.5397,0.8164,270.6,0.0606,0.6799,0.462,0.6462,moderate 6492,Ghana,2020,urban,Social_Services,Senior,31.29,831762,0.1304,723270,0.4838,349952,31,0.6509,0.7821,371.15,0.0707,0.5831,0.4029,0.6318,moderate 6493,Uganda,2023,remote,Education,Junior,47.48,378021,0.3406,249270,0.1841,45897,22,0.5223,0.8146,204.48,0.0541,0.6352,0.3422,0.4858,low 6494,Mozambique,2025,rural,Security,Junior,33.89,322661,0.2358,246583,0.1636,40335,17,0.561,0.6728,115.86,0.0717,0.3885,0.1959,0.4338,low 6495,Kenya,2020,urban,Social_Services,Director,50.61,1581779,0.0766,1460581,0.654,955262,49,0.7322,0.9265,893.23,0.0695,0.95,0.6973,0.8206,high 6496,Ghana,2021,remote,Security,Junior,31.94,703185,0.2423,532791,0.3106,165459,31,0.5724,0.6815,192.34,0.0538,0.73,0.3416,0.5539,moderate 6497,Uganda,2018,remote,Health,Junior,40.56,327152,0.2862,233522,0.1901,44386,21,0.5971,0.6779,296.65,0.0565,0.7468,0.4569,0.5005,moderate 6498,Rwanda,2018,rural,Education,Junior,12.14,314575,0.1153,278305,0.4174,116164,67,0.8379,0.9338,619.68,0.0948,0.7976,0.6262,0.7755,high 6499,Botswana,2019,urban,ICT,Director,2.41,113966,0.0979,102807,0.7633,78470,65,0.7721,0.9138,1168.89,0.076,0.95,0.747,0.8856,high 6500,Botswana,2024,urban,Finance,Junior,2.6,110763,0.0788,102040,0.6218,63443,77,0.8468,0.7766,398.93,0.0755,0.8933,0.741,0.8582,high 6501,South Africa,2018,capital,Administration,Junior,59.11,2872689,0.1099,2556901,0.7991,2043227,75,0.8061,0.7826,393.99,0.074,0.95,0.7278,0.895,high 6502,South Africa,2025,urban,Agriculture,Junior,62.5,3323546,0.1304,2890133,0.5547,1603020,73,0.8188,0.8182,446.82,0.0957,0.855,0.6653,0.8133,high 6503,Mozambique,2020,rural,Finance,Mid_Level,29.66,259237,0.2219,201718,0.207,41764,21,0.6678,0.6648,105.74,0.069,0.4424,0.1835,0.4611,low 6504,Senegal,2021,urban,Finance,Mid_Level,16.62,409802,0.1322,355610,0.4031,143358,37,0.5757,0.7239,234.63,0.0698,0.6233,0.4162,0.6228,moderate 6505,South Africa,2023,urban,Security,Mid_Level,61.51,3087632,0.1176,2724499,0.5863,1597400,43,0.6448,0.9209,463.97,0.0923,0.7957,0.6425,0.7566,high 6506,Ethiopia,2020,urban,Security,Junior,114.15,1221118,0.18,1001301,0.2689,269268,16,0.5588,0.7133,100.43,0.0699,0.4278,0.222,0.4842,low 6507,Tanzania,2023,capital,Justice,Junior,65.05,1100711,0.1094,980267,0.4276,419141,22,0.6503,0.777,271.63,0.0658,0.6143,0.4084,0.6034,moderate 6508,Kenya,2023,urban,Agriculture,Junior,53.87,1860279,0.0975,1678958,0.5048,847544,42,0.6817,0.7947,503.56,0.0711,0.8218,0.7261,0.7308,high 6509,South Africa,2024,urban,Education,Junior,62.0,2989277,0.1221,2624333,0.7346,1927814,69,0.7246,0.8247,408.23,0.0864,0.8658,0.7477,0.8607,high 6510,South Africa,2023,urban,Education,Junior,61.51,3230685,0.1404,2776973,0.6702,1861031,59,0.7156,0.8691,622.0,0.0767,0.9412,0.7752,0.8319,high 6511,DRC,2022,rural,Administration,Mid_Level,98.59,513511,0.3277,345258,0.1388,47918,14,0.605,0.6843,113.94,0.0661,0.3991,0.1685,0.3972,low 6512,Botswana,2019,rural,Administration,Mid_Level,2.41,100390,0.1366,86674,0.5554,48142,75,0.8632,0.7836,576.79,0.092,0.95,0.7626,0.831,high 6513,Senegal,2018,capital,ICT,Senior,15.34,313124,0.1181,276133,0.432,119301,32,0.5703,0.8136,486.66,0.0507,0.7247,0.3305,0.636,moderate 6514,Ethiopia,2025,remote,Social_Services,Junior,129.15,1441814,0.3727,904443,0.1536,138887,14,0.5877,0.604,129.54,0.0516,0.3625,0.2073,0.3778,low 6515,Ethiopia,2023,urban,Education,Senior,122.93,1509570,0.2038,1201894,0.2901,348714,11,0.5311,0.6874,221.04,0.0482,0.4136,0.1609,0.4596,low 6516,DRC,2023,remote,Administration,Junior,101.74,521072,0.3979,313733,0.1084,34001,11,0.4895,0.6852,131.16,0.0575,0.4137,0.1875,0.368,low 6517,Senegal,2022,urban,Education,Junior,17.07,354677,0.1119,314995,0.4305,135605,42,0.6052,0.7331,277.77,0.0545,0.6512,0.4351,0.6532,high 6518,DRC,2025,rural,Security,Senior,108.36,620519,0.3304,415500,0.1731,71931,13,0.4721,0.7017,169.65,0.0652,0.3716,0.2021,0.4058,low 6519,Kenya,2021,capital,Education,Junior,51.68,1862173,0.0994,1677016,0.6763,1134183,65,0.7583,0.7736,423.45,0.0794,0.8716,0.6397,0.8239,high 6520,Ethiopia,2024,capital,Education,Director,126.0,1559166,0.1856,1269721,0.2841,360737,14,0.6075,0.7125,257.43,0.0673,0.336,0.2201,0.4721,low 6521,Botswana,2024,urban,Security,Director,2.6,122756,0.0915,111527,0.6005,66968,56,0.6745,0.7932,944.21,0.0922,0.827,0.7445,0.7934,high 6522,Mozambique,2025,urban,Education,Senior,33.89,387575,0.1731,320485,0.2449,78478,20,0.4939,0.6343,139.29,0.0676,0.3618,0.2095,0.4702,low 6523,Nigeria,2022,remote,Health,Mid_Level,218.92,4896989,0.2656,3596471,0.2663,957904,25,0.5964,0.7955,242.04,0.054,0.574,0.4556,0.535,moderate 6524,Mozambique,2019,capital,Education,Director,28.88,295617,0.1694,245536,0.316,77593,15,0.4803,0.6316,323.41,0.0694,0.4044,0.2068,0.48,low 6525,Nigeria,2023,capital,Administration,Mid_Level,224.39,4529576,0.1479,3859799,0.4114,1587747,32,0.5563,0.7501,298.4,0.0515,0.6309,0.421,0.6136,moderate 6526,Ethiopia,2023,capital,Education,Junior,122.93,1606165,0.2206,1251902,0.3151,394501,19,0.5087,0.668,98.46,0.0564,0.3367,0.1711,0.4721,low 6527,South Africa,2020,urban,Infrastructure,Executive,60.06,3469016,0.0983,3128059,0.5522,1727418,74,0.8026,0.9327,1446.13,0.0934,0.95,0.6443,0.8478,high 6528,Tanzania,2020,urban,Security,Junior,59.53,1177380,0.1581,991269,0.4172,413542,27,0.682,0.7292,268.17,0.0587,0.6136,0.4682,0.5998,moderate 6529,Mozambique,2020,rural,Education,Mid_Level,29.66,319739,0.2636,235449,0.1835,43206,17,0.5741,0.6515,95.49,0.0624,0.4204,0.2186,0.4341,low 6530,Botswana,2023,urban,Infrastructure,Senior,2.56,102778,0.0875,93784,0.6795,63729,72,0.8404,0.802,608.34,0.0689,0.9477,0.6753,0.8606,high 6531,DRC,2019,rural,Justice,Junior,89.7,490927,0.2985,344384,0.1637,56359,14,0.4814,0.6967,113.73,0.068,0.4289,0.2116,0.4198,low 6532,Ghana,2019,capital,Health,Junior,30.64,828462,0.1216,727755,0.5498,400129,26,0.5347,0.8142,282.85,0.0699,0.6578,0.3289,0.6429,moderate 6533,Botswana,2024,remote,Infrastructure,Junior,2.6,121887,0.1621,102125,0.4116,42033,77,0.9241,0.8302,572.15,0.0871,0.878,0.752,0.7924,high 6534,Tanzania,2019,rural,Finance,Junior,57.79,919683,0.1484,783206,0.2671,209160,30,0.6144,0.7897,320.52,0.0517,0.6201,0.353,0.5704,moderate 6535,Senegal,2022,rural,Education,Senior,17.07,323534,0.1602,271709,0.3675,99853,41,0.6352,0.6911,375.22,0.0592,0.6744,0.4129,0.6167,moderate 6536,South Africa,2019,capital,ICT,Junior,59.58,3228550,0.0867,2948684,0.6333,1867441,59,0.7256,0.8071,590.8,0.093,0.8529,0.6996,0.8105,high 6537,Kenya,2019,capital,Health,Junior,49.57,1729125,0.0742,1600761,0.5783,925790,43,0.7007,0.9218,433.25,0.0718,0.8073,0.7761,0.7801,high 6538,Ethiopia,2024,urban,Health,Mid_Level,126.0,1373298,0.1776,1129353,0.2768,312555,16,0.6123,0.6186,118.85,0.0655,0.4473,0.2337,0.4757,low 6539,Nigeria,2020,urban,Administration,Mid_Level,208.37,3556086,0.1711,2947498,0.4243,1250570,34,0.715,0.7306,244.71,0.0585,0.6278,0.3973,0.6104,moderate 6540,Mozambique,2022,capital,Social_Services,Senior,31.29,283269,0.1519,240238,0.2983,71672,22,0.526,0.6917,228.62,0.0677,0.3959,0.2337,0.5083,moderate 6541,DRC,2018,remote,Security,Junior,86.92,577928,0.4599,312141,0.1274,39765,10,0.5522,0.6317,131.2,0.0658,0.4072,0.2303,0.3504,low 6542,Rwanda,2019,urban,Infrastructure,Mid_Level,12.43,371211,0.0682,345910,0.5563,192421,67,0.7484,0.8815,476.01,0.071,0.8107,0.7031,0.8231,high 6543,Tanzania,2018,urban,Education,Junior,56.11,1126512,0.1149,997117,0.3688,367712,21,0.6458,0.8093,258.1,0.0648,0.717,0.3694,0.596,moderate 6544,South Africa,2022,capital,Education,Mid_Level,61.02,3073558,0.0912,2793294,0.6162,1721367,72,0.8474,0.8986,554.34,0.0696,0.95,0.6646,0.8575,high 6545,Rwanda,2018,capital,Education,Senior,12.14,375246,0.0698,349043,0.751,262119,74,0.7864,0.8436,665.2,0.071,0.7929,0.6013,0.8713,high 6546,Uganda,2018,capital,Agriculture,Junior,40.56,292111,0.1698,242514,0.3325,80647,23,0.5716,0.718,184.48,0.0538,0.7002,0.3875,0.5647,moderate 6547,Ghana,2023,rural,Social_Services,Senior,33.3,742725,0.1814,608005,0.3293,200239,40,0.6465,0.8154,348.08,0.0675,0.5962,0.324,0.6013,moderate 6548,Nigeria,2024,rural,Education,Junior,230.0,5148065,0.2045,4095342,0.3184,1304057,23,0.5223,0.7883,221.9,0.0656,0.5721,0.3222,0.5437,moderate 6549,Botswana,2021,urban,ICT,Junior,2.49,115846,0.0995,104317,0.6552,68345,75,0.8694,0.8144,589.76,0.095,0.8589,0.5706,0.8415,high 6550,Tanzania,2025,capital,Health,Junior,69.01,1310560,0.1444,1121321,0.4416,495213,31,0.5809,0.7782,212.95,0.0686,0.6224,0.4363,0.6244,moderate 6551,Kenya,2021,urban,Security,Junior,51.68,1699323,0.0854,1554182,0.5611,872056,38,0.7482,0.8143,480.91,0.0728,0.8801,0.7554,0.7496,high 6552,Rwanda,2023,urban,Security,Mid_Level,13.67,373800,0.0694,347856,0.5985,208193,85,0.7275,0.8279,389.33,0.085,0.8331,0.6108,0.8633,high 6553,Botswana,2021,urban,Infrastructure,Junior,2.49,122249,0.0898,111266,0.6939,77211,58,0.6233,0.8685,493.25,0.0768,0.9221,0.7041,0.8389,high 6554,Botswana,2022,urban,ICT,Mid_Level,2.52,105818,0.0785,97510,0.6811,66416,52,0.6078,0.86,472.7,0.0899,0.7749,0.7059,0.8077,high 6555,Ghana,2023,rural,Social_Services,Executive,33.3,739716,0.157,623579,0.4138,258008,44,0.739,0.7604,1269.96,0.0584,0.6196,0.478,0.648,moderate 6556,Mozambique,2020,remote,Education,Mid_Level,29.66,295354,0.3485,192424,0.1574,30280,20,0.6323,0.6438,91.29,0.0701,0.4458,0.1828,0.4117,low 6557,DRC,2024,rural,Education,Junior,105.0,686820,0.401,411416,0.1423,58553,8,0.5043,0.7037,146.45,0.0585,0.4271,0.1834,0.3719,low 6558,Ethiopia,2022,rural,Health,Junior,119.93,1259262,0.3523,815602,0.2011,163990,13,0.5264,0.7108,85.83,0.0703,0.3987,0.2031,0.4115,low 6559,Tanzania,2020,capital,Social_Services,Mid_Level,59.53,912440,0.1332,790875,0.4267,337490,25,0.5211,0.7759,272.21,0.0712,0.5736,0.4713,0.6067,moderate 6560,Uganda,2021,capital,Justice,Junior,44.58,312792,0.1429,268091,0.4442,119089,24,0.677,0.7914,268.91,0.0508,0.6403,0.3585,0.6039,moderate 6561,Uganda,2019,urban,Education,Director,41.86,287566,0.1533,243469,0.3708,90282,17,0.5772,0.7974,484.54,0.0497,0.7381,0.4576,0.586,moderate 6562,Botswana,2019,urban,Health,Senior,2.41,98576,0.0998,88733,0.6345,56299,51,0.6434,0.8569,923.28,0.0652,0.8126,0.6638,0.7873,high 6563,Nigeria,2018,urban,Education,Mid_Level,198.33,4226414,0.1415,3628336,0.4068,1476087,28,0.5922,0.7825,181.87,0.0516,0.5794,0.4057,0.6022,moderate 6564,Rwanda,2018,capital,Justice,Executive,12.14,313618,0.0584,295309,0.657,194010,93,0.8731,0.8295,2407.13,0.0887,0.95,0.5809,0.9097,high 6565,DRC,2023,capital,Finance,Senior,101.74,664545,0.2289,512401,0.253,129613,8,0.5847,0.6883,206.1,0.0515,0.3565,0.1775,0.4326,low 6566,Senegal,2023,urban,Health,Mid_Level,17.53,369025,0.1125,327501,0.4893,160231,27,0.6821,0.7828,297.73,0.0579,0.6668,0.4455,0.6403,moderate 6567,Tanzania,2018,urban,Health,Senior,56.11,1152931,0.161,967355,0.4507,436000,24,0.5997,0.7334,344.78,0.0484,0.6677,0.4501,0.6042,moderate 6568,South Africa,2021,rural,Finance,Mid_Level,60.54,2738522,0.1673,2280352,0.4391,1001292,70,0.6633,0.7836,595.32,0.0783,0.8467,0.5249,0.7477,high 6569,Mozambique,2020,rural,Infrastructure,Junior,29.66,285289,0.2521,213355,0.1651,35215,16,0.5028,0.6776,100.31,0.0549,0.3492,0.2236,0.4271,low 6570,South Africa,2025,capital,Infrastructure,Director,62.5,3752736,0.091,3411178,0.7229,2465933,60,0.7198,0.9035,894.38,0.0909,0.8376,0.5574,0.833,high 6571,Mozambique,2023,remote,Infrastructure,Director,32.13,332315,0.3489,216365,0.1272,27515,14,0.5777,0.5931,385.21,0.0547,0.3857,0.1746,0.3746,low 6572,Rwanda,2021,capital,Social_Services,Junior,13.04,381316,0.0744,352949,0.7308,257917,96,0.7666,0.7873,424.35,0.0946,0.95,0.6696,0.9342,high 6573,South Africa,2023,urban,Administration,Junior,61.51,3555701,0.1186,3133882,0.6348,1989363,62,0.7423,0.9101,422.11,0.0681,0.9482,0.7153,0.8369,high 6574,Ghana,2021,rural,Infrastructure,Senior,31.94,849189,0.1989,680267,0.3755,255460,41,0.6703,0.7566,280.09,0.0587,0.5987,0.4749,0.6175,moderate 6575,Nigeria,2025,urban,Health,Junior,235.75,5413510,0.1303,4708156,0.4806,2262892,22,0.5981,0.8052,267.74,0.0522,0.7466,0.4578,0.6338,moderate 6576,Tanzania,2019,urban,Security,Mid_Level,57.79,994743,0.1562,839352,0.3738,313790,23,0.6003,0.6845,186.71,0.0712,0.6371,0.4102,0.5693,moderate 6577,DRC,2025,remote,Justice,Mid_Level,108.36,601139,0.3666,380787,0.1036,39463,11,0.5055,0.6948,150.22,0.0625,0.4078,0.2028,0.3771,low 6578,South Africa,2018,rural,Health,Mid_Level,59.11,2819286,0.1775,2318915,0.4892,1134435,50,0.7583,0.8983,499.83,0.0816,0.8025,0.631,0.731,high 6579,Uganda,2023,capital,Education,Mid_Level,47.48,403891,0.1592,339581,0.4398,149361,26,0.6043,0.7818,221.72,0.0598,0.664,0.3653,0.6054,moderate 6580,South Africa,2024,urban,Finance,Junior,62.0,3668676,0.1105,3263151,0.5709,1862909,45,0.7536,0.8193,544.18,0.0958,0.8453,0.6845,0.7535,high 6581,Uganda,2022,capital,Education,Junior,46.01,339568,0.1921,274326,0.3702,101558,16,0.6294,0.8134,256.46,0.0565,0.7111,0.3358,0.5612,moderate 6582,Senegal,2022,capital,Social_Services,Senior,17.07,420482,0.1196,370180,0.5437,201258,28,0.6337,0.8155,305.35,0.0526,0.6982,0.4205,0.6602,high 6583,Ghana,2021,capital,Justice,Junior,31.94,896784,0.1163,792510,0.5877,465750,30,0.6527,0.8202,208.57,0.0658,0.6319,0.3361,0.6627,high 6584,Ghana,2025,urban,Education,Senior,34.71,741026,0.1305,644301,0.4334,279214,47,0.7704,0.7722,381.11,0.0667,0.69,0.3885,0.6669,high 6585,Nigeria,2019,rural,Security,Junior,203.29,3984928,0.2293,3071334,0.3246,996969,37,0.5565,0.7692,232.67,0.0549,0.728,0.3887,0.5934,moderate 6586,Senegal,2021,urban,Justice,Junior,16.62,353930,0.1221,310709,0.4739,147244,42,0.63,0.8151,250.58,0.0487,0.6924,0.3817,0.6726,high 6587,DRC,2025,urban,Health,Mid_Level,108.36,619524,0.2641,455914,0.2011,91678,10,0.5437,0.6518,155.62,0.0609,0.4022,0.2285,0.4201,low 6588,Senegal,2018,remote,Education,Senior,15.34,346899,0.2157,272068,0.2409,65531,40,0.7455,0.7197,402.17,0.053,0.6812,0.4687,0.5792,moderate 6589,Senegal,2023,rural,Administration,Mid_Level,17.53,356896,0.161,299436,0.3755,112432,37,0.6029,0.81,313.75,0.0537,0.6241,0.3379,0.6138,moderate 6590,Ethiopia,2025,rural,Education,Junior,129.15,1580423,0.3492,1028603,0.2058,211677,19,0.6178,0.6766,95.05,0.0527,0.4179,0.1732,0.4223,low 6591,Senegal,2022,urban,Security,Mid_Level,17.07,343708,0.1261,300351,0.4966,149168,23,0.5995,0.6873,192.42,0.0494,0.7006,0.4107,0.6144,moderate 6592,Senegal,2022,capital,Health,Junior,17.07,355159,0.1155,314142,0.4463,140211,27,0.542,0.7924,196.62,0.0504,0.652,0.401,0.6244,moderate 6593,Uganda,2021,remote,Infrastructure,Junior,44.58,336987,0.3497,219147,0.174,38135,27,0.6106,0.7244,208.0,0.0557,0.563,0.4094,0.4795,low 6594,Mozambique,2020,remote,Health,Mid_Level,29.66,316594,0.3699,199473,0.1286,25660,22,0.6672,0.639,117.04,0.056,0.3778,0.2233,0.4006,low 6595,Kenya,2022,rural,Finance,Mid_Level,52.76,1976462,0.1177,1743917,0.4674,815040,52,0.7095,0.7735,604.89,0.0835,0.8361,0.6018,0.7272,high 6596,Rwanda,2020,rural,Social_Services,Mid_Level,12.73,414592,0.1035,371672,0.3907,145216,62,0.7085,0.8037,619.92,0.0702,0.7998,0.7371,0.751,high 6597,Botswana,2019,capital,Security,Junior,2.41,105257,0.0729,97583,0.8,78066,51,0.6105,0.8972,449.97,0.082,0.7762,0.7772,0.8492,high 6598,South Africa,2023,rural,Justice,Junior,61.51,3163762,0.1556,2671419,0.5092,1360390,45,0.6369,0.8978,370.64,0.0943,0.9244,0.5517,0.7332,high 6599,South Africa,2019,capital,Education,Mid_Level,59.58,3450319,0.092,3132728,0.6073,1902549,43,0.5964,0.7993,472.93,0.0878,0.7801,0.5935,0.7436,high 6600,Botswana,2018,remote,Security,Junior,2.38,94224,0.1342,81575,0.401,32707,87,0.7885,0.903,599.28,0.0857,0.9137,0.7614,0.8371,high 6601,Mozambique,2023,rural,Agriculture,Senior,32.13,285794,0.3046,198740,0.2068,41094,16,0.4903,0.6863,220.52,0.0619,0.419,0.2211,0.4325,low 6602,Rwanda,2020,capital,Administration,Junior,12.73,374401,0.0773,345465,0.6199,214163,71,0.6732,0.778,547.97,0.0942,0.8067,0.7565,0.8362,high 6603,Nigeria,2018,remote,Administration,Junior,198.33,3783780,0.2326,2903739,0.2679,778025,26,0.6128,0.7386,253.85,0.0642,0.6226,0.4634,0.5432,moderate 6604,DRC,2019,remote,Agriculture,Director,89.7,592843,0.4629,318408,0.1113,35433,9,0.6011,0.6043,215.16,0.0681,0.4273,0.2334,0.3413,critical 6605,Mozambique,2023,remote,Health,Mid_Level,32.13,361356,0.3904,220298,0.1572,34628,20,0.5564,0.6102,89.7,0.0503,0.35,0.205,0.3887,low 6606,Tanzania,2018,capital,Education,Mid_Level,56.11,1116950,0.1187,984404,0.4173,410801,27,0.6256,0.7288,271.88,0.0576,0.5906,0.4555,0.6061,moderate 6607,Mozambique,2019,rural,Agriculture,Senior,28.88,246232,0.2383,187549,0.1839,34494,21,0.5142,0.6586,216.79,0.0484,0.3358,0.1917,0.4404,low 6608,Uganda,2018,capital,Education,Mid_Level,40.56,308259,0.1997,246685,0.3839,94691,23,0.5699,0.6906,237.92,0.0588,0.7381,0.463,0.5772,moderate 6609,Mozambique,2018,urban,Agriculture,Mid_Level,28.12,276788,0.2187,216254,0.2743,59317,20,0.5369,0.5862,97.96,0.0564,0.3839,0.1672,0.4569,low 6610,Senegal,2023,capital,Education,Junior,17.53,395735,0.1102,352112,0.4706,165711,39,0.6275,0.796,198.92,0.0566,0.6662,0.4006,0.6637,high 6611,Nigeria,2020,capital,Infrastructure,Junior,208.37,4036960,0.116,3568843,0.4586,1636571,38,0.6492,0.7631,250.3,0.0532,0.5736,0.3734,0.6398,moderate 6612,Ghana,2022,rural,Security,Mid_Level,32.62,780014,0.1519,661568,0.3906,258381,46,0.7111,0.69,294.26,0.0622,0.68,0.4307,0.6393,moderate 6613,Kenya,2021,urban,Education,Mid_Level,51.68,1805614,0.0886,1645726,0.5257,865217,56,0.7128,0.7996,583.77,0.0813,0.9461,0.6663,0.7805,high 6614,Mozambique,2023,capital,Education,Senior,32.13,350077,0.147,298614,0.3004,89714,15,0.6162,0.6353,158.29,0.055,0.4115,0.2145,0.4838,low 6615,Uganda,2022,remote,Education,Mid_Level,46.01,361538,0.3235,244593,0.1743,42639,28,0.6804,0.8184,285.63,0.0649,0.5628,0.3907,0.5008,moderate 6616,Rwanda,2018,remote,Agriculture,Junior,12.14,375058,0.1333,325044,0.3748,121842,82,0.9045,0.8969,566.51,0.0675,0.8648,0.7159,0.808,high 6617,Mozambique,2025,capital,Health,Senior,33.89,312079,0.1811,255565,0.3222,82342,20,0.5213,0.7055,149.29,0.0678,0.3328,0.1788,0.4923,low 6618,South Africa,2018,urban,Agriculture,Mid_Level,59.11,2938228,0.1412,2523363,0.5496,1386845,53,0.6177,0.8274,633.83,0.0737,0.8568,0.5962,0.754,high 6619,Nigeria,2024,rural,Finance,Junior,230.0,4852713,0.2505,3637036,0.3073,1117760,25,0.5815,0.7019,274.21,0.0485,0.6384,0.3247,0.5283,moderate 6620,Kenya,2018,urban,Justice,Mid_Level,48.55,1902925,0.0918,1728248,0.514,888402,39,0.606,0.8504,433.49,0.0883,0.95,0.6313,0.7388,high 6621,Ethiopia,2023,rural,Health,Mid_Level,122.93,1546411,0.2965,1087891,0.1859,202267,15,0.5197,0.7113,117.49,0.0668,0.3984,0.2257,0.429,low 6622,Tanzania,2021,rural,Infrastructure,Director,61.31,980744,0.1737,810431,0.2957,239610,20,0.6393,0.8057,515.4,0.0706,0.6723,0.4149,0.5601,moderate 6623,Rwanda,2020,urban,Education,Junior,12.73,408978,0.0894,372397,0.5266,196111,79,0.7562,0.8287,434.62,0.0662,0.95,0.6692,0.843,high 6624,Mozambique,2022,rural,Health,Junior,31.29,352723,0.2743,255985,0.1815,46456,14,0.5139,0.6896,130.09,0.0559,0.4365,0.1616,0.4251,low 6625,Botswana,2024,urban,Administration,Senior,2.6,110651,0.0718,102707,0.763,78363,80,0.7364,0.8556,693.94,0.0873,0.95,0.6824,0.9144,high 6626,Kenya,2025,capital,Education,Junior,56.15,1820608,0.0794,1676133,0.5542,928925,52,0.67,0.8652,477.91,0.0641,0.9178,0.6634,0.7866,high 6627,Ghana,2024,urban,Justice,Senior,34.0,898720,0.1064,803086,0.4885,392319,35,0.5919,0.7259,420.2,0.0571,0.5916,0.4477,0.6458,moderate 6628,Ethiopia,2021,urban,Health,Senior,117.0,1229047,0.2268,950261,0.3083,292948,11,0.5118,0.7136,174.18,0.0619,0.4326,0.232,0.4714,low 6629,Nigeria,2020,rural,Education,Senior,208.37,4536622,0.2167,3553316,0.326,1158395,31,0.551,0.7408,289.54,0.0493,0.6486,0.3623,0.567,moderate 6630,South Africa,2020,urban,Finance,Mid_Level,60.06,3348211,0.1278,2920286,0.6801,1986186,58,0.7776,0.8105,579.06,0.0894,0.95,0.7653,0.8262,high 6631,Mozambique,2022,rural,Education,Senior,31.29,291225,0.2838,208576,0.1907,39765,15,0.5195,0.6059,205.21,0.0677,0.3528,0.2326,0.4136,low 6632,Ghana,2019,capital,Administration,Director,30.64,688926,0.0976,621699,0.5121,318357,27,0.5933,0.7828,469.05,0.0552,0.6222,0.4707,0.6478,moderate 6633,Kenya,2023,urban,Education,Senior,53.87,1763754,0.0992,1588759,0.6048,960946,61,0.7702,0.8333,591.92,0.0704,0.9337,0.6462,0.8119,high 6634,Ethiopia,2021,rural,Social_Services,Junior,117.0,1251271,0.2354,956780,0.1968,188249,11,0.5079,0.5948,108.81,0.0576,0.4398,0.2057,0.4216,low 6635,Kenya,2024,urban,Finance,Senior,55.0,2082513,0.0766,1922914,0.524,1007575,68,0.8344,0.8352,791.19,0.0887,0.8805,0.5316,0.7983,high 6636,Ghana,2022,capital,Education,Mid_Level,32.62,888006,0.0997,799502,0.4956,396244,35,0.5702,0.7125,220.08,0.0667,0.6818,0.3779,0.6493,moderate 6637,Mozambique,2025,urban,Infrastructure,Mid_Level,33.89,385236,0.2302,296539,0.2477,73439,18,0.5646,0.6247,118.63,0.0501,0.3379,0.1655,0.4434,low 6638,Ghana,2019,urban,Security,Senior,30.64,830702,0.1173,733300,0.4319,316745,27,0.6623,0.8058,472.15,0.0712,0.718,0.3768,0.6265,moderate 6639,Ghana,2021,rural,Administration,Junior,31.94,829382,0.1464,707944,0.3096,219177,34,0.7164,0.7734,309.2,0.0566,0.5617,0.3774,0.5857,moderate 6640,Mozambique,2021,rural,ICT,Junior,30.47,328141,0.3104,226297,0.173,39160,21,0.6636,0.6861,112.61,0.062,0.4187,0.2246,0.4354,low 6641,Kenya,2023,remote,Social_Services,Junior,53.87,2167906,0.1704,1798556,0.3507,630702,52,0.7916,0.9324,596.73,0.0895,0.8325,0.5552,0.7037,high 6642,Ethiopia,2024,rural,Security,Junior,126.0,1314657,0.3023,917198,0.21,192628,16,0.4945,0.6373,114.28,0.0591,0.3355,0.2068,0.4168,low 6643,Botswana,2019,remote,Security,Senior,2.41,108339,0.1394,93235,0.3472,32374,63,0.8469,0.9223,947.73,0.0885,0.8223,0.7066,0.7507,high 6644,Ghana,2020,urban,Finance,Junior,31.29,713737,0.106,638064,0.4917,313714,39,0.7313,0.6776,181.8,0.0658,0.7066,0.3255,0.6488,moderate 6645,Rwanda,2024,urban,Education,Mid_Level,14.0,395686,0.0738,366486,0.5983,219286,65,0.7208,0.9165,472.38,0.0729,0.9117,0.5548,0.8278,high 6646,Botswana,2022,rural,Infrastructure,Junior,2.52,127306,0.1294,110832,0.5694,63103,79,0.9042,0.9206,426.25,0.0955,0.8428,0.7738,0.8572,high 6647,Botswana,2024,rural,Education,Junior,2.6,104884,0.108,93559,0.5621,52586,65,0.8642,0.8656,354.89,0.0748,0.8667,0.6307,0.8056,high 6648,Rwanda,2023,capital,Finance,Executive,13.67,393234,0.0673,366758,0.6578,241267,61,0.743,0.8026,1529.25,0.0899,0.95,0.5903,0.8245,high 6649,Tanzania,2019,remote,Administration,Junior,57.79,1085525,0.2113,856100,0.2103,180016,27,0.5659,0.688,283.0,0.0526,0.6111,0.4729,0.5288,moderate 6650,Tanzania,2022,capital,Education,Junior,63.15,1262853,0.138,1088571,0.4431,482358,20,0.6215,0.8023,254.14,0.0531,0.6879,0.3723,0.6026,moderate 6651,Tanzania,2025,rural,Finance,Junior,69.01,1409070,0.2184,1101327,0.2899,319324,18,0.6102,0.7171,287.4,0.0487,0.6728,0.4703,0.5348,moderate 6652,DRC,2022,remote,Security,Mid_Level,98.59,652956,0.4906,332595,0.1296,43101,15,0.4867,0.6126,103.24,0.071,0.4382,0.2248,0.3554,low 6653,Mozambique,2024,urban,Health,Mid_Level,33.0,332182,0.1938,267789,0.2468,66099,14,0.5402,0.7051,98.2,0.0624,0.4045,0.1906,0.4635,low 6654,Botswana,2020,capital,Finance,Mid_Level,2.45,94906,0.0917,86203,0.6368,54897,49,0.7312,0.899,487.25,0.0743,0.95,0.7463,0.8133,high 6655,DRC,2020,rural,Administration,Mid_Level,92.57,485729,0.2903,344707,0.1702,58672,11,0.5003,0.5959,89.56,0.0603,0.4176,0.1932,0.3979,low 6656,Kenya,2021,capital,Education,Junior,51.68,1753051,0.0687,1632650,0.6346,1036052,54,0.7898,0.7933,532.39,0.091,0.95,0.5656,0.797,high 6657,Senegal,2023,capital,Education,Mid_Level,17.53,424808,0.0953,384338,0.5436,208925,36,0.617,0.717,284.29,0.0682,0.5701,0.3954,0.6562,high 6658,Rwanda,2020,capital,Education,Senior,12.73,402855,0.0798,370718,0.6221,230621,93,0.7642,0.9135,547.57,0.0697,0.95,0.7632,0.9264,high 6659,Rwanda,2022,rural,Health,Senior,13.35,374639,0.1185,330232,0.4272,141084,87,0.8982,0.7678,621.94,0.0822,0.8345,0.7254,0.8158,high 6660,DRC,2024,capital,Agriculture,Executive,105.0,636071,0.255,473842,0.2067,97932,13,0.5034,0.6217,478.74,0.0705,0.4112,0.2339,0.4282,low 6661,Tanzania,2023,rural,Social_Services,Junior,65.05,1273047,0.2102,1005498,0.3122,313940,29,0.5584,0.8187,217.64,0.058,0.5661,0.3235,0.5598,moderate 6662,DRC,2019,rural,Education,Senior,89.7,460716,0.2951,324749,0.1364,44300,9,0.4939,0.6974,218.41,0.0559,0.3404,0.2146,0.3929,low 6663,Ghana,2023,remote,Administration,Junior,33.3,928603,0.2126,731161,0.307,224445,41,0.6569,0.7617,210.26,0.0617,0.6053,0.3907,0.5899,moderate 6664,Ethiopia,2020,urban,Social_Services,Mid_Level,114.15,1184501,0.2379,902671,0.2999,270671,11,0.5133,0.618,117.14,0.0572,0.4284,0.1913,0.4476,low 6665,Ghana,2018,urban,Health,Junior,30.01,829443,0.1277,723558,0.4793,346766,46,0.6755,0.7848,205.37,0.0568,0.6514,0.402,0.676,high 6666,Senegal,2024,rural,Administration,Director,18.0,388089,0.1623,325110,0.3612,117431,30,0.5797,0.8068,660.08,0.0525,0.6653,0.3556,0.5978,moderate 6667,South Africa,2021,rural,Social_Services,Junior,60.54,2822607,0.1772,2322546,0.4911,1140631,64,0.7126,0.7725,528.77,0.0889,0.8564,0.6979,0.7598,high 6668,Senegal,2019,rural,Social_Services,Junior,15.76,308704,0.1503,262297,0.3412,89503,25,0.5451,0.6847,301.96,0.0571,0.6611,0.4306,0.5721,moderate 6669,Nigeria,2020,rural,Health,Executive,208.37,4127756,0.2095,3262895,0.3172,1035084,26,0.5959,0.681,1201.0,0.0706,0.6254,0.4551,0.5521,moderate 6670,Ethiopia,2023,urban,Education,Mid_Level,122.93,1371092,0.2367,1046535,0.2655,277882,18,0.6355,0.6489,125.98,0.0566,0.4341,0.2311,0.4661,low 6671,Mozambique,2022,capital,Infrastructure,Mid_Level,31.29,353563,0.2103,279208,0.3044,84986,12,0.5331,0.7063,111.1,0.0625,0.4288,0.1762,0.47,low 6672,Rwanda,2019,remote,Social_Services,Junior,12.43,419737,0.1292,365521,0.3,109643,68,0.8448,0.8581,357.84,0.0803,0.7772,0.563,0.7254,high 6673,Senegal,2023,rural,Infrastructure,Mid_Level,17.53,375479,0.1213,329919,0.3486,115025,37,0.6599,0.7661,202.9,0.0541,0.6579,0.3661,0.6166,moderate 6674,South Africa,2019,rural,Agriculture,Junior,59.58,3478624,0.1617,2916055,0.5033,1467623,61,0.7383,0.8859,492.03,0.0845,0.9284,0.7062,0.7842,high 6675,Uganda,2024,rural,Administration,Director,49.0,345965,0.2631,254935,0.2664,67922,16,0.5444,0.7148,595.0,0.0665,0.609,0.4679,0.5057,moderate 6676,Botswana,2025,urban,ICT,Junior,2.64,113445,0.0793,104446,0.6127,63998,78,0.8146,0.9219,468.85,0.0947,0.9478,0.6156,0.873,high 6677,Senegal,2023,remote,Health,Junior,17.53,333841,0.1984,267607,0.2131,57030,33,0.5745,0.7045,286.25,0.0521,0.5637,0.382,0.5364,moderate 6678,DRC,2021,urban,Infrastructure,Junior,95.53,537944,0.2526,402075,0.1843,74120,8,0.5916,0.6714,108.75,0.0564,0.3732,0.2292,0.4139,low 6679,Ethiopia,2025,urban,Security,Junior,129.15,1659987,0.2603,1227952,0.2463,302392,11,0.5924,0.6438,123.97,0.0574,0.3378,0.1922,0.4236,low 6680,Ghana,2019,urban,Health,Senior,30.64,708708,0.1303,616395,0.5734,353432,48,0.7241,0.7213,376.02,0.0602,0.7234,0.4349,0.7048,high 6681,Rwanda,2025,capital,ICT,Mid_Level,14.34,485627,0.075,449191,0.6953,312341,55,0.6432,0.8006,497.22,0.0888,0.8378,0.7749,0.8239,high 6682,Senegal,2023,rural,Administration,Mid_Level,17.53,344546,0.1468,293956,0.3358,98714,42,0.5822,0.7243,286.84,0.0649,0.7154,0.4732,0.6298,moderate 6683,Ethiopia,2022,remote,ICT,Junior,119.93,1477053,0.3607,944207,0.1687,159285,12,0.6069,0.6431,110.31,0.0652,0.3703,0.2312,0.3886,low 6684,Kenya,2025,capital,Education,Mid_Level,56.15,1988926,0.07,1849798,0.6072,1123151,37,0.6012,0.7949,597.84,0.0914,0.95,0.5269,0.7437,high 6685,Senegal,2023,rural,Security,Junior,17.53,351629,0.1336,304651,0.299,91101,34,0.6044,0.7437,282.88,0.0611,0.6412,0.4654,0.5986,moderate 6686,Rwanda,2023,rural,Health,Mid_Level,13.67,412075,0.1187,363172,0.4683,170088,90,0.9008,0.8205,548.41,0.095,0.8615,0.5644,0.8281,high 6687,Senegal,2020,rural,Health,Director,16.18,378899,0.1577,319136,0.3005,95895,33,0.5402,0.7602,549.66,0.0609,0.6231,0.3907,0.5836,moderate 6688,Rwanda,2022,remote,ICT,Mid_Level,13.35,357366,0.1031,320520,0.3761,120534,80,0.8441,0.7721,632.18,0.0691,0.921,0.5985,0.786,high 6689,Kenya,2021,urban,Education,Junior,51.68,1582060,0.0764,1461157,0.5556,811875,39,0.6256,0.8059,499.29,0.0842,0.8797,0.6392,0.7401,high 6690,DRC,2025,urban,Finance,Mid_Level,108.36,558513,0.2511,418264,0.185,77378,10,0.5853,0.6119,119.36,0.0646,0.4459,0.2113,0.416,low 6691,Mozambique,2025,urban,Health,Mid_Level,33.89,346066,0.1872,281281,0.2743,77161,18,0.5873,0.7016,95.95,0.0558,0.4204,0.1997,0.484,low 6692,Tanzania,2025,capital,Finance,Senior,69.01,1289510,0.1057,1153146,0.4629,533786,27,0.6942,0.7701,334.47,0.061,0.5785,0.4396,0.6241,moderate 6693,Uganda,2024,rural,Agriculture,Junior,49.0,354398,0.2983,248676,0.252,62665,26,0.6751,0.6887,308.49,0.0521,0.7029,0.363,0.5133,moderate 6694,Mozambique,2024,rural,Finance,Mid_Level,33.0,364818,0.2472,274642,0.2141,58794,21,0.5641,0.5885,96.64,0.0614,0.4286,0.2355,0.4489,low 6695,Nigeria,2021,capital,Security,Junior,213.58,4392177,0.1345,3801547,0.4865,1849309,25,0.5382,0.7006,312.69,0.0688,0.7187,0.418,0.6193,moderate 6696,Kenya,2021,capital,Security,Junior,51.68,1860700,0.0792,1713291,0.533,913243,56,0.8301,0.8455,395.59,0.0879,0.9113,0.7049,0.7919,high 6697,Rwanda,2025,capital,Education,Mid_Level,14.34,376791,0.0565,355508,0.6569,233529,70,0.7566,0.8744,629.05,0.094,0.8834,0.6888,0.8635,high 6698,Uganda,2021,rural,Infrastructure,Junior,44.58,361666,0.3016,252571,0.2422,61169,26,0.5652,0.7839,246.18,0.0651,0.715,0.323,0.5215,moderate 6699,Mozambique,2023,capital,Administration,Mid_Level,32.13,301230,0.1917,243477,0.2962,72108,17,0.6362,0.7103,117.01,0.0651,0.3323,0.1845,0.4768,low 6700,Tanzania,2024,capital,Health,Mid_Level,67.0,1160631,0.1423,995470,0.4977,495419,24,0.6805,0.7792,241.78,0.0611,0.7285,0.3358,0.6222,moderate 6701,Kenya,2020,urban,Finance,Mid_Level,50.61,1608782,0.0976,1451833,0.6472,939596,51,0.6864,0.785,570.65,0.0862,0.95,0.7691,0.8046,high 6702,Uganda,2021,rural,Administration,Mid_Level,44.58,372061,0.268,272357,0.2424,66014,17,0.4898,0.7745,247.71,0.0693,0.5577,0.4214,0.5002,moderate 6703,Uganda,2019,urban,Social_Services,Junior,41.86,336060,0.2097,265586,0.3059,81229,15,0.6057,0.7354,301.99,0.0675,0.6994,0.4752,0.5393,moderate 6704,South Africa,2022,capital,Education,Senior,61.02,3390396,0.1107,3015208,0.6088,1835660,67,0.8079,0.8988,866.44,0.0774,0.8057,0.586,0.816,high 6705,South Africa,2020,remote,Education,Junior,60.06,3625257,0.2187,2832233,0.3355,950078,42,0.5686,0.8428,609.19,0.0848,0.7852,0.5612,0.6452,moderate 6706,Uganda,2023,urban,Security,Director,47.48,406420,0.2008,324813,0.3944,128117,21,0.6097,0.7972,761.16,0.0569,0.618,0.3543,0.5677,moderate 6707,Kenya,2024,urban,Agriculture,Junior,55.0,1840456,0.0786,1695836,0.5406,916689,67,0.7934,0.8804,534.17,0.085,0.95,0.7609,0.8361,high 6708,Ghana,2018,urban,Health,Director,30.01,816769,0.1476,696201,0.4312,300188,39,0.5671,0.7009,744.8,0.063,0.6566,0.3244,0.6216,moderate 6709,DRC,2020,urban,Finance,Junior,92.57,512912,0.2693,374807,0.2228,83496,10,0.5161,0.6916,104.14,0.0496,0.369,0.1722,0.4212,low 6710,DRC,2020,urban,Education,Junior,92.57,577093,0.2589,427665,0.1864,79722,10,0.5324,0.5885,153.43,0.0537,0.4067,0.1691,0.4027,low 6711,Botswana,2021,capital,Health,Junior,2.49,116162,0.0634,108792,0.7101,77256,54,0.7526,0.7718,536.98,0.0828,0.8041,0.7014,0.813,high 6712,Kenya,2019,capital,Health,Executive,49.57,1620967,0.0958,1465612,0.6288,921533,63,0.8198,0.8094,1982.88,0.0712,0.872,0.7722,0.8266,high 6713,South Africa,2021,capital,Infrastructure,Mid_Level,60.54,3045788,0.1048,2726645,0.7684,2095153,53,0.7907,0.8959,577.61,0.0921,0.9413,0.6345,0.8404,high 6714,Ghana,2024,rural,Education,Junior,34.0,814378,0.1851,663667,0.3327,220824,41,0.6491,0.6992,271.45,0.0715,0.5587,0.4217,0.5923,moderate 6715,Nigeria,2019,capital,Education,Junior,203.29,3788540,0.1468,3232361,0.5228,1689817,22,0.542,0.6782,249.5,0.0567,0.7302,0.3402,0.6078,moderate 6716,Botswana,2021,rural,Security,Mid_Level,2.49,118090,0.1335,102330,0.4939,50537,66,0.6765,0.9298,624.65,0.0854,0.9152,0.6696,0.8031,high 6717,Mozambique,2019,rural,Security,Mid_Level,28.88,246105,0.2231,191187,0.1672,31975,20,0.5672,0.6905,153.4,0.0604,0.3684,0.2063,0.4471,low 6718,DRC,2020,urban,Health,Junior,92.57,634349,0.2769,458672,0.2425,111242,10,0.4949,0.5943,124.2,0.0675,0.4457,0.1766,0.4178,low 6719,Kenya,2018,urban,Education,Mid_Level,48.55,1739651,0.0975,1570052,0.6512,1022451,62,0.747,0.7979,601.44,0.0658,0.8737,0.6055,0.811,high 6720,Rwanda,2018,urban,Education,Mid_Level,12.14,341572,0.0885,311358,0.6426,200072,58,0.7933,0.923,364.43,0.077,0.95,0.5614,0.8231,high 6721,DRC,2024,capital,Education,Mid_Level,105.0,540519,0.2494,405701,0.2462,99876,15,0.477,0.6103,114.08,0.0652,0.3886,0.1688,0.434,low 6722,DRC,2018,urban,Health,Junior,86.92,489449,0.2603,362034,0.2328,84280,9,0.5249,0.679,145.9,0.053,0.4298,0.1948,0.4299,low 6723,Mozambique,2023,rural,Justice,Mid_Level,32.13,323040,0.3176,220447,0.2099,46264,16,0.4997,0.6041,102.65,0.0637,0.3534,0.205,0.4095,low 6724,Kenya,2023,capital,Education,Junior,53.87,1667421,0.0798,1534398,0.5818,892754,43,0.6371,0.7835,568.26,0.083,0.8451,0.5553,0.7406,high 6725,Kenya,2018,rural,Education,Junior,48.55,1745264,0.1188,1538009,0.3582,550930,53,0.8057,0.7868,462.84,0.0741,0.8393,0.6841,0.7127,high 6726,Senegal,2020,urban,Health,Junior,16.18,408475,0.1301,355340,0.4021,142896,35,0.6367,0.7768,316.06,0.0502,0.6605,0.3311,0.6212,moderate 6727,Ghana,2020,urban,Health,Junior,31.29,799160,0.1122,709521,0.5335,378530,41,0.6635,0.7589,223.48,0.0612,0.6152,0.4651,0.6797,high 6728,Nigeria,2018,capital,Education,Senior,198.33,3909672,0.1431,3350238,0.4393,1471676,25,0.6267,0.7779,379.09,0.0649,0.7033,0.3363,0.6072,moderate 6729,Senegal,2019,rural,Administration,Senior,15.76,355232,0.1478,302729,0.2861,86613,41,0.7127,0.7176,376.3,0.0537,0.731,0.3918,0.607,moderate 6730,Ghana,2024,rural,Infrastructure,Director,34.0,757743,0.1387,652623,0.3818,249176,46,0.6088,0.7114,587.41,0.0704,0.7188,0.4755,0.6519,high 6731,South Africa,2024,urban,Health,Mid_Level,62.0,3675051,0.1171,3244523,0.6227,2020383,70,0.7564,0.8897,412.39,0.0843,0.9291,0.634,0.8412,high 6732,DRC,2020,rural,Administration,Junior,92.57,481442,0.3869,295192,0.1335,39394,8,0.4751,0.6821,88.94,0.0599,0.3477,0.2045,0.3642,low 6733,Ghana,2021,urban,Agriculture,Junior,31.94,880198,0.1475,750362,0.5033,377664,29,0.5832,0.7982,206.21,0.0511,0.7402,0.4082,0.646,moderate 6734,Tanzania,2021,remote,Infrastructure,Mid_Level,61.31,1037516,0.2472,781008,0.2324,181524,21,0.6332,0.7413,237.87,0.0697,0.583,0.3984,0.5081,moderate 6735,Rwanda,2021,urban,Education,Junior,13.04,338488,0.085,309727,0.5276,163397,80,0.7044,0.8655,418.64,0.0853,0.95,0.7745,0.8629,high 6736,Senegal,2023,remote,Administration,Junior,17.53,373986,0.1824,305780,0.2381,72793,37,0.6253,0.8132,258.79,0.0553,0.7171,0.4294,0.593,moderate 6737,DRC,2020,remote,Finance,Junior,92.57,607874,0.4545,331593,0.1008,33424,9,0.5993,0.5903,123.6,0.0494,0.4288,0.1727,0.3328,critical 6738,Botswana,2022,remote,Security,Junior,2.52,109013,0.1735,90096,0.3842,34617,87,0.7364,0.9028,405.74,0.0749,0.95,0.7297,0.8236,high 6739,Ghana,2022,capital,Health,Senior,32.62,760144,0.1197,669180,0.5912,395600,42,0.5881,0.7913,463.4,0.0671,0.652,0.3519,0.692,high 6740,Rwanda,2023,rural,Education,Mid_Level,13.67,456318,0.096,412501,0.441,181919,84,0.8966,0.8746,508.43,0.0865,0.95,0.7533,0.8478,high 6741,Botswana,2021,rural,Finance,Senior,2.49,122993,0.1295,107064,0.4976,53276,69,0.846,0.7732,780.43,0.0717,0.9381,0.6439,0.7887,high 6742,DRC,2023,capital,Administration,Mid_Level,101.74,572808,0.2506,429265,0.2468,105944,11,0.5079,0.6266,87.68,0.0572,0.3915,0.2274,0.4324,low 6743,Mozambique,2023,urban,ICT,Junior,32.13,332682,0.1878,270216,0.2282,61666,21,0.5996,0.6532,105.63,0.0667,0.4313,0.2269,0.4764,low 6744,Kenya,2018,capital,Health,Junior,48.55,1501934,0.0731,1392074,0.6626,922412,57,0.6805,0.9051,550.39,0.0778,0.7794,0.6905,0.8226,high 6745,Kenya,2024,capital,Health,Junior,55.0,2041811,0.0995,1838569,0.6038,1110178,62,0.8066,0.9158,549.02,0.0943,0.95,0.5288,0.8163,high 6746,Mozambique,2022,urban,Social_Services,Junior,31.29,351693,0.2345,269224,0.2469,66474,18,0.4909,0.6314,131.38,0.0531,0.3501,0.2363,0.4515,low 6747,Senegal,2022,rural,Social_Services,Mid_Level,17.07,391925,0.1395,337234,0.3206,108107,28,0.6301,0.7643,199.83,0.0663,0.5903,0.4296,0.5819,moderate 6748,Ethiopia,2018,remote,Health,Junior,108.65,1141953,0.3608,729980,0.1584,115610,11,0.5849,0.601,151.52,0.0584,0.395,0.2213,0.3787,low 6749,Rwanda,2024,rural,Education,Mid_Level,14.0,367973,0.106,328974,0.418,137498,53,0.7742,0.9145,388.13,0.0693,0.8086,0.7799,0.7565,high 6750,Mozambique,2018,rural,Health,Mid_Level,28.12,320870,0.2336,245919,0.1979,48659,20,0.5499,0.6999,134.19,0.0531,0.3481,0.2274,0.4536,low 6751,Tanzania,2018,remote,Health,Senior,56.11,935729,0.2594,692991,0.2511,174021,23,0.6535,0.7931,439.69,0.0559,0.7138,0.4713,0.5429,moderate 6752,South Africa,2018,rural,Health,Junior,59.11,3021090,0.1907,2444959,0.4997,1221673,77,0.7814,0.888,550.76,0.0642,0.799,0.5234,0.7852,high 6753,Mozambique,2021,rural,Health,Junior,30.47,330741,0.2282,255275,0.1976,50453,17,0.4965,0.6806,145.01,0.0608,0.3952,0.1644,0.4429,low 6754,Ethiopia,2025,remote,ICT,Mid_Level,129.15,1606549,0.4224,927942,0.1765,163753,18,0.4924,0.6855,110.69,0.0675,0.3385,0.2018,0.3904,low 6755,Ethiopia,2025,rural,Health,Director,129.15,1448495,0.3444,949586,0.1911,181472,14,0.4939,0.6995,329.48,0.0506,0.4303,0.2394,0.4186,low 6756,Uganda,2025,capital,Social_Services,Director,50.57,464564,0.1978,372685,0.434,161747,27,0.556,0.8184,726.01,0.0553,0.6414,0.371,0.6006,moderate 6757,Uganda,2023,capital,Education,Mid_Level,47.48,412816,0.1679,343508,0.4031,138470,25,0.5953,0.7683,194.34,0.0709,0.5944,0.3921,0.5852,moderate 6758,South Africa,2025,urban,Education,Senior,62.5,2930420,0.135,2534865,0.5731,1452618,42,0.6096,0.8206,707.26,0.0896,0.95,0.612,0.7438,high 6759,Tanzania,2019,urban,Justice,Director,57.79,977632,0.1127,867452,0.4459,386774,24,0.6216,0.6963,607.93,0.0583,0.6705,0.4188,0.6067,moderate 6760,Mozambique,2021,remote,ICT,Junior,30.47,299798,0.3294,201046,0.1367,27491,12,0.5647,0.6211,84.81,0.0643,0.4327,0.1627,0.3845,low 6761,South Africa,2024,urban,Education,Mid_Level,62.0,3295883,0.1267,2878451,0.6472,1862802,57,0.624,0.8252,446.72,0.0704,0.8518,0.7719,0.8088,high 6762,Botswana,2019,capital,Social_Services,Mid_Level,2.41,122291,0.0639,114479,0.7593,86927,59,0.7046,0.8911,572.87,0.0792,0.783,0.763,0.8596,high 6763,Ethiopia,2018,rural,Education,Mid_Level,108.65,1138895,0.2379,867992,0.2296,199260,12,0.5077,0.5874,142.33,0.0615,0.4263,0.1954,0.4282,low 6764,Tanzania,2023,urban,Justice,Junior,65.05,1036038,0.1239,907724,0.4072,369650,23,0.5327,0.808,223.33,0.0488,0.6646,0.4389,0.6099,moderate 6765,Kenya,2019,urban,Health,Junior,49.57,1609251,0.1057,1439195,0.5173,744481,39,0.6305,0.9321,511.87,0.0809,0.95,0.6423,0.7494,high 6766,Botswana,2023,capital,Education,Junior,2.56,109473,0.0638,102492,0.7475,76615,57,0.7165,0.9118,385.22,0.0801,0.8747,0.5996,0.8476,high 6767,DRC,2021,capital,Agriculture,Junior,95.53,640351,0.1839,522580,0.2481,129629,8,0.5265,0.6305,99.64,0.0716,0.3927,0.2331,0.4432,low 6768,Kenya,2022,remote,ICT,Junior,52.76,1721426,0.1833,1405955,0.2954,415388,52,0.6484,0.9069,451.91,0.0828,0.9069,0.6873,0.7035,high 6769,Rwanda,2023,capital,Education,Junior,13.67,446322,0.0649,417365,0.6801,283847,69,0.66,0.8569,458.0,0.0907,0.95,0.6897,0.8688,high 6770,Botswana,2018,rural,Finance,Director,2.38,107533,0.1065,96084,0.5144,49425,69,0.7441,0.8831,1249.9,0.0785,0.95,0.6587,0.8178,high 6771,Tanzania,2021,rural,Justice,Junior,61.31,1106744,0.1718,916614,0.3037,278381,24,0.6206,0.7482,247.7,0.071,0.7299,0.4775,0.576,moderate 6772,Senegal,2023,rural,Education,Junior,17.53,355394,0.1417,305026,0.291,88774,31,0.608,0.7665,306.39,0.0696,0.6781,0.4651,0.5941,moderate 6773,Ethiopia,2019,rural,Administration,Director,111.37,1534925,0.3304,1027773,0.181,186031,17,0.503,0.6904,239.42,0.0656,0.4312,0.171,0.4189,low 6774,Nigeria,2018,rural,Agriculture,Junior,198.33,3830809,0.1756,3158142,0.336,1061108,37,0.584,0.7581,289.52,0.0556,0.7366,0.3677,0.6067,moderate 6775,Senegal,2025,capital,Health,Mid_Level,18.49,348508,0.1126,309262,0.5332,164911,23,0.5191,0.7436,320.76,0.0678,0.6225,0.3702,0.6235,moderate 6776,Senegal,2023,urban,Security,Junior,17.53,423163,0.0991,381219,0.4389,167299,37,0.5933,0.8246,226.57,0.0615,0.7201,0.4758,0.6707,high 6777,Uganda,2025,remote,Security,Junior,50.57,373206,0.3372,247358,0.204,50454,24,0.529,0.714,268.86,0.0593,0.6763,0.3599,0.4874,low 6778,Botswana,2022,capital,Health,Junior,2.52,96954,0.0754,89647,0.7074,63413,67,0.6744,0.8416,400.48,0.078,0.8279,0.6922,0.8538,high 6779,Botswana,2019,capital,ICT,Mid_Level,2.41,117577,0.0643,110015,0.7845,86308,68,0.8692,0.8833,411.75,0.0692,0.8354,0.678,0.8839,high 6780,Kenya,2021,remote,Justice,Junior,51.68,2053097,0.1737,1696442,0.2678,454311,65,0.7957,0.8276,366.76,0.0897,0.8317,0.6426,0.7076,high 6781,Mozambique,2025,rural,Infrastructure,Junior,33.89,355200,0.2796,255875,0.1729,44235,21,0.5173,0.6125,94.36,0.0626,0.3357,0.2366,0.4249,low 6782,Botswana,2022,remote,Health,Junior,2.52,122215,0.1672,101776,0.3485,35464,76,0.8871,0.8162,454.87,0.0771,0.95,0.6125,0.764,high 6783,Ethiopia,2018,rural,Health,Mid_Level,108.65,1225003,0.3162,837664,0.1882,157688,17,0.641,0.6816,105.64,0.0611,0.4296,0.2231,0.428,low 6784,Tanzania,2018,capital,Health,Mid_Level,56.11,913139,0.1331,791600,0.4889,387024,19,0.6181,0.6806,186.65,0.0584,0.7474,0.3675,0.6,moderate 6785,Botswana,2022,remote,Security,Junior,2.52,107685,0.1342,93236,0.3275,30534,51,0.7527,0.8596,388.77,0.0769,0.8374,0.6291,0.7014,high 6786,Senegal,2022,capital,Security,Junior,17.07,320327,0.1148,283555,0.531,150579,24,0.5175,0.7992,188.49,0.0659,0.6742,0.4546,0.6468,moderate 6787,Ethiopia,2021,rural,Health,Senior,117.0,1345366,0.2619,993068,0.1787,177424,14,0.4729,0.6653,205.75,0.0507,0.386,0.1968,0.4223,low 6788,Uganda,2019,urban,Security,Mid_Level,41.86,297538,0.2063,236163,0.375,88550,17,0.5166,0.7234,285.15,0.0559,0.7,0.4272,0.5559,moderate 6789,Rwanda,2023,capital,Finance,Junior,13.67,358251,0.0617,336161,0.683,229602,85,0.9424,0.8873,375.4,0.0866,0.7966,0.7358,0.9042,high 6790,Mozambique,2018,rural,Social_Services,Junior,28.12,274191,0.2858,195821,0.1772,34701,22,0.5347,0.5899,151.7,0.0591,0.4262,0.2137,0.4303,low 6791,Ghana,2024,urban,Administration,Junior,34.0,881597,0.1275,769222,0.4351,334685,44,0.5931,0.7905,242.35,0.0645,0.6281,0.4264,0.6609,high 6792,Kenya,2023,urban,Social_Services,Director,53.87,2138346,0.1061,1911434,0.5164,987024,67,0.7855,0.8016,1320.77,0.0833,0.8911,0.5487,0.7843,high 6793,Tanzania,2023,capital,Education,Senior,65.05,1229198,0.106,1098922,0.4455,489520,23,0.6314,0.7275,307.29,0.0561,0.7238,0.3277,0.6066,moderate 6794,Rwanda,2023,remote,Education,Junior,13.67,464075,0.1213,407777,0.2987,121821,66,0.768,0.8359,509.03,0.0764,0.9183,0.7547,0.7521,high 6795,Nigeria,2024,rural,Finance,Senior,230.0,4398999,0.2419,3334667,0.2828,943148,25,0.6181,0.7798,469.48,0.0582,0.6327,0.3308,0.536,moderate 6796,Botswana,2023,rural,Health,Mid_Level,2.56,108314,0.1293,94306,0.435,41021,67,0.8537,0.9318,566.15,0.0667,0.9216,0.6572,0.7916,high 6797,Mozambique,2021,rural,Health,Mid_Level,30.47,313834,0.2739,227859,0.1992,45399,18,0.5594,0.6285,112.49,0.0604,0.3753,0.1952,0.4276,low 6798,Senegal,2023,rural,Finance,Senior,17.53,367425,0.1372,317020,0.3168,100445,35,0.5456,0.7296,272.42,0.0669,0.6245,0.3461,0.5889,moderate 6799,Uganda,2021,urban,Administration,Mid_Level,44.58,354229,0.2244,274732,0.3823,105016,18,0.5659,0.7501,312.25,0.0614,0.6863,0.3461,0.5502,moderate 6800,Rwanda,2021,capital,Finance,Senior,13.04,432759,0.0578,407737,0.6384,260298,95,0.7816,0.7919,566.46,0.0807,0.95,0.7509,0.9215,high 6801,Senegal,2019,rural,Health,Mid_Level,15.76,385379,0.1424,330511,0.3216,106285,36,0.7162,0.7564,315.9,0.0621,0.6196,0.455,0.6057,moderate 6802,Kenya,2024,urban,Health,Junior,55.0,1666240,0.0851,1524409,0.527,803421,56,0.7091,0.7694,609.72,0.083,0.8806,0.6205,0.766,high 6803,Rwanda,2018,urban,ICT,Mid_Level,12.14,311274,0.0792,286615,0.5119,146708,93,0.8762,0.8824,612.42,0.0891,0.9223,0.6249,0.8777,high 6804,Tanzania,2025,capital,Finance,Mid_Level,69.01,1380490,0.1067,1233171,0.4629,570876,29,0.7009,0.8053,247.65,0.0502,0.7163,0.3596,0.6399,moderate 6805,Tanzania,2024,rural,Health,Junior,67.0,1071114,0.168,891141,0.2715,241922,22,0.6533,0.7551,192.5,0.0505,0.6678,0.4277,0.5537,moderate 6806,Ghana,2023,rural,Security,Senior,33.3,727216,0.1781,597662,0.3294,196863,30,0.6711,0.8246,334.48,0.0604,0.6893,0.4717,0.6026,moderate 6807,South Africa,2023,rural,Education,Junior,61.51,3649084,0.1304,3173402,0.4758,1509967,46,0.5903,0.7891,490.17,0.0836,0.818,0.6533,0.7169,high 6808,Botswana,2025,urban,Health,Junior,2.64,102329,0.0913,92987,0.7641,71049,78,0.7013,0.8971,502.92,0.0913,0.8818,0.6258,0.8985,high 6809,Senegal,2025,urban,Education,Executive,18.49,455995,0.0957,412343,0.4186,172596,40,0.6044,0.7223,908.59,0.0561,0.5976,0.3487,0.6337,moderate 6810,Senegal,2020,urban,Health,Junior,16.18,361405,0.0988,325712,0.4112,133926,24,0.6483,0.7178,250.89,0.0606,0.6016,0.4504,0.601,moderate 6811,Tanzania,2025,urban,ICT,Junior,69.01,1339796,0.1398,1152477,0.4057,467553,33,0.7182,0.6754,210.66,0.055,0.6443,0.4147,0.6062,moderate 6812,Tanzania,2024,remote,Finance,Junior,67.0,1300256,0.2499,975277,0.1935,188714,29,0.6775,0.6857,256.7,0.0484,0.6075,0.3283,0.5048,moderate 6813,Mozambique,2025,rural,ICT,Senior,33.89,329042,0.2708,239936,0.1992,47805,14,0.4829,0.6946,192.08,0.0703,0.4142,0.1824,0.431,low 6814,DRC,2020,urban,Education,Mid_Level,92.57,515227,0.2884,366628,0.2325,85247,9,0.5382,0.7014,92.89,0.067,0.36,0.1874,0.4185,low 6815,DRC,2022,remote,Education,Director,98.59,585092,0.3898,357043,0.107,38194,10,0.51,0.6905,284.45,0.0558,0.3494,0.21,0.3638,low 6816,Ethiopia,2021,remote,Health,Mid_Level,117.0,1219415,0.3125,838330,0.1785,149628,16,0.5681,0.5988,84.95,0.0542,0.3884,0.166,0.4018,low 6817,Kenya,2020,capital,Administration,Mid_Level,50.61,1799647,0.0836,1649215,0.5588,921539,48,0.7148,0.9082,636.66,0.0854,0.95,0.6537,0.7854,high 6818,Ethiopia,2019,rural,Security,Junior,111.37,1493432,0.2952,1052630,0.2196,231138,15,0.5731,0.6808,100.25,0.0669,0.3714,0.2046,0.4283,low 6819,Uganda,2022,remote,Health,Junior,46.01,324554,0.3059,225262,0.2083,46920,20,0.6033,0.7861,257.36,0.0681,0.5649,0.435,0.4935,low 6820,DRC,2024,rural,Finance,Junior,105.0,568693,0.324,384431,0.1467,56392,13,0.502,0.5857,139.5,0.0661,0.36,0.2115,0.3832,low 6821,Tanzania,2024,urban,Infrastructure,Junior,67.0,1129946,0.1333,979334,0.4089,400488,30,0.5865,0.7418,319.43,0.0701,0.5741,0.4393,0.6065,moderate 6822,Rwanda,2022,urban,Security,Junior,13.35,439269,0.0802,404043,0.6399,258539,89,0.8386,0.7849,380.95,0.0846,0.9094,0.7299,0.8941,high 6823,Kenya,2018,capital,Justice,Executive,48.55,1876440,0.0813,1723924,0.6944,1197036,37,0.6932,0.7945,1741.09,0.0752,0.8222,0.6508,0.7622,high 6824,Botswana,2021,urban,Education,Junior,2.49,122152,0.099,110054,0.7324,80601,73,0.7865,0.891,610.59,0.0882,0.8431,0.5727,0.8661,high 6825,Ghana,2022,urban,Education,Director,32.62,873558,0.1261,763433,0.4771,364196,32,0.7216,0.7196,754.79,0.0512,0.7018,0.3987,0.6357,moderate 6826,Ethiopia,2021,remote,Health,Junior,117.0,1237815,0.3008,865482,0.1762,152471,11,0.5909,0.6833,84.08,0.0547,0.426,0.2121,0.4126,low 6827,Ethiopia,2024,remote,Health,Mid_Level,126.0,1300755,0.4305,740800,0.1526,113038,13,0.4979,0.6731,143.02,0.0506,0.4464,0.1665,0.3753,low 6828,Botswana,2024,capital,Education,Junior,2.6,105390,0.0896,95945,0.7854,75357,86,0.7737,0.7973,399.55,0.0907,0.864,0.6756,0.9125,high 6829,DRC,2020,rural,Security,Junior,92.57,622641,0.3103,429451,0.1403,60252,14,0.6388,0.6281,113.64,0.0525,0.3342,0.1707,0.3872,low 6830,Nigeria,2025,remote,Social_Services,Director,235.75,4901885,0.2514,3669779,0.2172,797155,34,0.6722,0.7483,671.0,0.0634,0.6386,0.3529,0.5379,moderate 6831,Botswana,2019,capital,Health,Junior,2.41,99500,0.0642,93113,0.7133,66416,52,0.7514,0.8508,360.68,0.0692,0.7797,0.5866,0.8065,high 6832,Kenya,2019,capital,Education,Mid_Level,49.57,1486234,0.0731,1377580,0.6313,869620,46,0.6781,0.9329,430.87,0.0917,0.7754,0.6147,0.7835,high 6833,Ethiopia,2020,rural,ICT,Mid_Level,114.15,1376104,0.3196,936265,0.1771,165831,17,0.5001,0.7053,148.99,0.0569,0.3322,0.1812,0.414,low 6834,Nigeria,2024,urban,Finance,Mid_Level,230.0,4298461,0.1657,3586037,0.4219,1513123,38,0.7436,0.7515,237.34,0.0485,0.6178,0.4364,0.6272,moderate 6835,Kenya,2024,capital,Administration,Junior,55.0,2138290,0.0812,1964591,0.5745,1128701,59,0.8152,0.9288,579.69,0.0947,0.8808,0.7552,0.8237,high 6836,Mozambique,2021,capital,ICT,Junior,30.47,267628,0.1656,223302,0.2856,63768,16,0.5807,0.6628,137.93,0.0713,0.4048,0.1798,0.4779,low 6837,Botswana,2018,urban,Education,Junior,2.38,101563,0.0855,92876,0.6836,63489,74,0.8602,0.8429,375.71,0.0781,0.95,0.7557,0.8815,high 6838,DRC,2025,rural,Security,Mid_Level,108.36,617923,0.3781,384290,0.141,54168,13,0.5592,0.6611,112.16,0.0615,0.4234,0.1986,0.3846,low 6839,Uganda,2024,capital,Social_Services,Senior,49.0,442384,0.1654,369222,0.3829,141375,20,0.5075,0.8061,319.44,0.0516,0.7018,0.3422,0.5797,moderate 6840,Ghana,2024,rural,Education,Junior,34.0,816309,0.1434,699243,0.3733,261017,46,0.6878,0.7101,264.44,0.0502,0.6123,0.4663,0.6368,moderate 6841,Tanzania,2024,rural,Security,Mid_Level,67.0,1255958,0.1898,1017577,0.252,256425,20,0.5334,0.7571,208.02,0.0592,0.666,0.4398,0.5397,moderate 6842,Ethiopia,2022,rural,Finance,Director,119.93,1553088,0.2876,1106427,0.1881,208070,16,0.5549,0.6142,318.15,0.0573,0.4225,0.1826,0.4178,low 6843,South Africa,2021,urban,Social_Services,Junior,60.54,2953683,0.137,2548921,0.726,1850427,55,0.8017,0.8484,569.76,0.0727,0.8171,0.655,0.8092,high 6844,Mozambique,2021,capital,Health,Mid_Level,30.47,290525,0.1457,248189,0.2749,68224,13,0.4941,0.6838,89.58,0.059,0.3698,0.2383,0.4782,low 6845,DRC,2018,rural,Security,Director,86.92,492619,0.3541,318199,0.1446,45998,12,0.4802,0.6222,289.97,0.0494,0.3544,0.1684,0.3732,low 6846,Senegal,2025,urban,Agriculture,Senior,18.49,387560,0.0953,350638,0.4122,144518,36,0.7304,0.7425,331.86,0.0692,0.63,0.3407,0.6277,moderate 6847,DRC,2020,rural,Social_Services,Senior,92.57,636114,0.2867,453715,0.1556,70590,13,0.631,0.7083,164.57,0.0693,0.3918,0.1677,0.4119,low 6848,Kenya,2018,remote,Administration,Mid_Level,48.55,1801218,0.1628,1507976,0.3397,512187,45,0.6288,0.8502,411.17,0.0805,0.95,0.5999,0.6892,high 6849,South Africa,2022,rural,Agriculture,Junior,61.02,3351977,0.1661,2795263,0.4423,1236284,64,0.8166,0.9029,584.83,0.0801,0.95,0.5345,0.7629,high 6850,Tanzania,2023,urban,Health,Mid_Level,65.05,1059931,0.1651,884895,0.3628,321076,34,0.7008,0.802,241.05,0.0544,0.6462,0.4727,0.6166,moderate 6851,Nigeria,2020,capital,Justice,Mid_Level,208.37,3846672,0.1145,3406101,0.5111,1740810,25,0.5122,0.8225,302.52,0.0629,0.6676,0.3536,0.6371,moderate 6852,Kenya,2021,urban,Education,Mid_Level,51.68,1885180,0.1097,1678465,0.5018,842256,38,0.5544,0.9316,531.91,0.0881,0.95,0.5799,0.7358,high 6853,South Africa,2023,rural,Administration,Junior,61.51,3389107,0.1527,2871553,0.4223,1212600,69,0.768,0.8339,487.95,0.0931,0.9386,0.5782,0.7667,high 6854,Rwanda,2021,capital,Education,Junior,13.04,349135,0.0772,322169,0.6797,218972,53,0.6267,0.9309,379.64,0.086,0.95,0.7502,0.8428,high 6855,Botswana,2024,rural,Security,Mid_Level,2.6,101525,0.1224,89098,0.4811,42863,67,0.8026,0.871,580.41,0.0859,0.95,0.7755,0.8104,high 6856,Kenya,2021,urban,Health,Junior,51.68,1818553,0.0897,1655504,0.5611,928954,53,0.7818,0.7725,537.52,0.0825,0.8712,0.7166,0.775,high 6857,Kenya,2025,rural,Security,Junior,56.15,2185250,0.1065,1952597,0.4511,880855,64,0.8063,0.8185,507.83,0.0917,0.7937,0.5844,0.7568,high 6858,Kenya,2019,urban,Health,Junior,49.57,1916771,0.099,1727057,0.577,996476,39,0.589,0.7838,407.95,0.0715,0.8912,0.6062,0.7343,high 6859,Tanzania,2018,rural,Social_Services,Junior,56.11,1130920,0.2194,882819,0.2807,247800,29,0.6824,0.7928,210.21,0.0613,0.6359,0.3656,0.5569,moderate 6860,Nigeria,2023,capital,Health,Junior,224.39,5152920,0.1207,4531136,0.5145,2331201,36,0.6445,0.6832,289.11,0.0622,0.6776,0.4094,0.6496,moderate 6861,Senegal,2020,remote,Security,Mid_Level,16.18,361370,0.1557,305109,0.2561,78152,32,0.6122,0.7448,302.87,0.0687,0.7214,0.4109,0.5801,moderate 6862,Ethiopia,2023,urban,Health,Mid_Level,122.93,1653629,0.236,1263452,0.3225,407461,14,0.542,0.6993,125.06,0.0537,0.3356,0.1807,0.4632,low 6863,DRC,2018,remote,Health,Junior,86.92,556283,0.4949,280985,0.1053,29588,9,0.5115,0.649,89.55,0.049,0.3318,0.2397,0.3296,critical 6864,Ghana,2023,remote,Justice,Director,33.3,807511,0.2358,617068,0.3119,192444,37,0.708,0.8195,712.98,0.0483,0.7084,0.3373,0.589,moderate 6865,Nigeria,2025,remote,Education,Mid_Level,235.75,5379914,0.2444,4065015,0.2517,1023182,26,0.6057,0.8158,244.26,0.0485,0.6514,0.3714,0.5415,moderate 6866,Nigeria,2024,rural,Justice,Mid_Level,230.0,5271648,0.192,4259427,0.2732,1163503,33,0.6578,0.7301,177.89,0.0569,0.5852,0.3442,0.5552,moderate 6867,Kenya,2025,urban,Infrastructure,Junior,56.15,2221831,0.0896,2022692,0.587,1187358,39,0.6632,0.779,482.85,0.0918,0.7862,0.6234,0.7297,high 6868,South Africa,2020,capital,Education,Director,60.06,3148637,0.1114,2797980,0.773,2162867,46,0.6515,0.7718,945.53,0.0727,0.9396,0.634,0.8035,high 6869,Botswana,2019,capital,Infrastructure,Junior,2.41,98378,0.0646,92027,0.7652,70415,53,0.685,0.8025,619.55,0.0844,0.888,0.7317,0.84,high 6870,Ghana,2024,rural,Infrastructure,Mid_Level,34.0,928713,0.1443,794676,0.3704,294328,47,0.7555,0.7407,290.92,0.0516,0.7298,0.4021,0.6483,moderate 6871,Rwanda,2024,urban,Agriculture,Junior,14.0,377855,0.0762,349060,0.6882,240238,53,0.6801,0.7815,556.37,0.0745,0.95,0.5646,0.8042,high 6872,Nigeria,2021,remote,Education,Junior,213.58,4471184,0.2181,3496147,0.2271,794041,26,0.6018,0.6888,307.94,0.0499,0.732,0.4478,0.5386,moderate 6873,South Africa,2024,rural,ICT,Senior,62.0,3208597,0.1802,2630408,0.53,1394146,73,0.8233,0.921,775.4,0.0709,0.8214,0.7017,0.8104,high 6874,Mozambique,2020,capital,Health,Junior,29.66,320952,0.1466,273910,0.3037,83178,12,0.4783,0.6984,143.44,0.062,0.3579,0.1638,0.4762,low 6875,Ethiopia,2021,rural,Infrastructure,Senior,117.0,1478741,0.3409,974639,0.2243,218578,12,0.502,0.6236,154.73,0.0512,0.4244,0.1839,0.4052,low 6876,Ethiopia,2022,remote,Education,Mid_Level,119.93,1443835,0.4257,829175,0.177,146762,19,0.5304,0.7062,145.14,0.0602,0.4015,0.1608,0.3975,low 6877,DRC,2024,urban,Infrastructure,Mid_Level,105.0,687537,0.2818,493780,0.2234,110320,10,0.5954,0.6231,144.21,0.0545,0.379,0.1905,0.4108,low 6878,Ethiopia,2023,rural,Education,Junior,122.93,1580036,0.244,1194504,0.2331,278418,18,0.4893,0.6848,84.26,0.0554,0.3626,0.2231,0.4536,low 6879,Uganda,2019,urban,Security,Junior,41.86,312529,0.2268,241659,0.3957,95620,24,0.5837,0.7861,237.18,0.0498,0.6507,0.4241,0.5776,moderate 6880,Rwanda,2022,urban,ICT,Junior,13.35,387695,0.0651,362465,0.5795,210034,68,0.6669,0.7892,580.12,0.077,0.95,0.7789,0.8399,high 6881,DRC,2025,rural,Infrastructure,Mid_Level,108.36,554215,0.2845,396532,0.1346,53359,14,0.4976,0.7045,127.3,0.0719,0.4162,0.167,0.4115,low 6882,Ethiopia,2021,capital,Health,Mid_Level,117.0,1344084,0.1922,1085728,0.3074,333786,11,0.4633,0.7046,109.37,0.0496,0.3749,0.2143,0.4709,low 6883,Uganda,2022,urban,Education,Mid_Level,46.01,355219,0.1969,285259,0.3297,94045,20,0.6379,0.7582,233.98,0.053,0.6705,0.3846,0.5524,moderate 6884,DRC,2020,rural,Agriculture,Junior,92.57,599969,0.3733,376023,0.1611,60588,12,0.5138,0.6367,145.82,0.0681,0.4322,0.2284,0.3885,low 6885,Ethiopia,2024,rural,Education,Director,126.0,1630942,0.2369,1244620,0.1866,232196,16,0.6086,0.5992,311.36,0.0615,0.3791,0.204,0.4256,low 6886,Kenya,2018,urban,Health,Mid_Level,48.55,1725550,0.0757,1594883,0.6511,1038374,49,0.638,0.8493,533.37,0.0943,0.95,0.7075,0.8095,high 6887,Uganda,2024,urban,Education,Junior,49.0,377947,0.1963,303749,0.3595,109199,20,0.6264,0.8221,256.15,0.0565,0.6994,0.3502,0.5691,moderate 6888,Ethiopia,2022,urban,Education,Mid_Level,119.93,1274423,0.2241,988846,0.3172,313675,17,0.591,0.5945,90.32,0.0677,0.4235,0.1715,0.4645,low 6889,Kenya,2021,remote,Social_Services,Junior,51.68,1766747,0.1562,1490698,0.2682,399778,57,0.7131,0.7838,354.01,0.0836,0.9358,0.7201,0.7036,high 6890,Senegal,2018,capital,Social_Services,Junior,15.34,299057,0.1185,263611,0.4428,116716,32,0.7006,0.7141,242.19,0.0715,0.6098,0.4425,0.6234,moderate 6891,Ghana,2023,rural,Education,Mid_Level,33.3,851571,0.1929,687270,0.3403,233886,28,0.58,0.7871,252.12,0.0608,0.5818,0.3449,0.5676,moderate 6892,Tanzania,2019,urban,Infrastructure,Director,57.79,981679,0.1165,867300,0.3954,342929,27,0.6254,0.8064,599.71,0.0492,0.7265,0.3842,0.6192,moderate 6893,DRC,2018,urban,Finance,Director,86.92,450173,0.2896,319780,0.1882,60167,13,0.4942,0.6293,364.87,0.0623,0.4297,0.1802,0.4125,low 6894,Senegal,2021,capital,Social_Services,Mid_Level,16.62,368833,0.0921,334848,0.4402,147401,33,0.5662,0.6859,282.17,0.0651,0.5603,0.451,0.6235,moderate 6895,South Africa,2025,rural,Education,Senior,62.5,3493481,0.1704,2898306,0.4104,1189581,57,0.6203,0.9317,633.13,0.0947,0.95,0.5749,0.7448,high 6896,Mozambique,2021,rural,Health,Mid_Level,30.47,290861,0.2239,225748,0.1981,44729,18,0.6255,0.7022,98.08,0.0637,0.3689,0.2049,0.4513,low 6897,Kenya,2019,capital,Social_Services,Junior,49.57,1677139,0.0959,1516267,0.5797,879030,53,0.6429,0.7991,421.04,0.0729,0.8032,0.6721,0.7709,high 6898,DRC,2021,capital,Health,Senior,95.53,629697,0.2673,461347,0.2028,93546,11,0.4769,0.6579,195.17,0.0608,0.3581,0.1959,0.4154,low 6899,DRC,2021,remote,Education,Mid_Level,95.53,637830,0.4,382669,0.114,43616,10,0.5612,0.6362,140.71,0.0628,0.3998,0.216,0.3605,low 6900,Ghana,2018,capital,Education,Senior,30.01,652908,0.1041,584913,0.5784,338333,40,0.7189,0.7366,317.3,0.0591,0.6197,0.3767,0.6787,high 6901,Tanzania,2022,urban,Health,Junior,63.15,1147034,0.1269,1001448,0.4325,433121,28,0.6675,0.7221,264.93,0.071,0.599,0.4717,0.6118,moderate 6902,Nigeria,2019,capital,Security,Executive,203.29,4446913,0.1154,3933633,0.4228,1663332,33,0.7009,0.7429,1096.32,0.0583,0.6454,0.4552,0.6309,moderate 6903,Nigeria,2024,rural,Education,Junior,230.0,4873566,0.1715,4037732,0.3222,1301034,32,0.6451,0.7492,241.54,0.0639,0.6228,0.4645,0.5888,moderate 6904,Tanzania,2018,remote,Administration,Mid_Level,56.11,1105356,0.2269,854512,0.2016,172238,25,0.6614,0.763,304.2,0.0667,0.5898,0.451,0.5247,moderate 6905,Senegal,2018,remote,Education,Junior,15.34,320041,0.2225,248832,0.2616,65095,28,0.5779,0.7998,187.08,0.0671,0.6983,0.3756,0.5571,moderate 6906,Kenya,2022,rural,Health,Director,52.76,1697955,0.1338,1470828,0.437,642814,43,0.5939,0.8951,1183.25,0.0854,0.7882,0.7216,0.7186,high 6907,South Africa,2024,urban,Education,Junior,62.0,3070401,0.1148,2717845,0.5937,1613501,43,0.5946,0.8718,431.86,0.0909,0.8282,0.5603,0.7468,high 6908,Kenya,2021,urban,Social_Services,Mid_Level,51.68,1877797,0.0888,1711023,0.6562,1122826,44,0.6188,0.8668,588.63,0.0952,0.879,0.6217,0.7819,high 6909,Nigeria,2024,remote,Agriculture,Junior,230.0,4610471,0.2517,3450240,0.2322,800997,24,0.6277,0.8245,274.17,0.0545,0.6366,0.4211,0.5346,moderate 6910,DRC,2024,remote,Finance,Director,105.0,708843,0.46,382799,0.1305,49946,12,0.4658,0.6496,298.9,0.0497,0.3684,0.1916,0.3511,low 6911,Nigeria,2023,urban,Health,Executive,224.39,4260173,0.1521,3612082,0.4419,1596198,38,0.624,0.7326,1028.13,0.0532,0.5761,0.4021,0.6252,moderate 6912,Rwanda,2025,urban,Education,Junior,14.34,438285,0.0756,405145,0.5845,236814,86,0.7754,0.9035,587.24,0.0668,0.95,0.5776,0.8805,high 6913,South Africa,2022,urban,Agriculture,Mid_Level,61.02,3709802,0.1398,3191123,0.5977,1907465,54,0.7981,0.8722,584.34,0.0823,0.95,0.6556,0.7909,high 6914,Ethiopia,2022,capital,Education,Director,119.93,1496850,0.1941,1206307,0.3399,409992,18,0.5831,0.6896,252.02,0.0532,0.3339,0.1765,0.4859,low 6915,Ethiopia,2024,rural,Social_Services,Mid_Level,126.0,1447920,0.2486,1088024,0.2012,218922,18,0.5556,0.6584,149.44,0.0634,0.4008,0.2346,0.4455,low 6916,Ethiopia,2020,remote,Social_Services,Mid_Level,114.15,1325993,0.3114,913128,0.1509,137792,13,0.5129,0.6479,154.33,0.057,0.3682,0.1824,0.3946,low 6917,Uganda,2018,capital,Education,Senior,40.56,350747,0.1834,286418,0.3513,100620,28,0.696,0.7735,475.93,0.0668,0.5773,0.4112,0.5768,moderate 6918,Botswana,2020,urban,Security,Mid_Level,2.45,112185,0.1056,100334,0.6373,63942,82,0.875,0.7697,491.49,0.0689,0.806,0.7002,0.854,high 6919,Ethiopia,2025,rural,Education,Junior,129.15,1535294,0.2581,1139046,0.2283,260049,13,0.6185,0.601,88.48,0.0481,0.4461,0.1979,0.4296,low 6920,Senegal,2023,capital,Health,Junior,17.53,340345,0.0824,312290,0.4342,135587,31,0.6107,0.7497,267.56,0.0546,0.6556,0.478,0.6412,moderate 6921,Tanzania,2023,rural,Administration,Junior,65.05,1070609,0.1636,895468,0.2826,253048,33,0.7014,0.7393,245.3,0.0688,0.6608,0.3803,0.5772,moderate 6922,Tanzania,2018,urban,Education,Junior,56.11,877623,0.1434,751760,0.3915,294278,32,0.6518,0.6853,247.44,0.0622,0.7158,0.4743,0.6138,moderate 6923,Uganda,2021,capital,Infrastructure,Junior,44.58,332437,0.1442,284488,0.4069,115748,25,0.5761,0.6763,265.62,0.0536,0.5749,0.3991,0.577,moderate 6924,Ghana,2020,urban,Justice,Senior,31.29,861625,0.1302,749426,0.447,335030,34,0.6282,0.7576,296.26,0.0552,0.7162,0.4781,0.6473,moderate 6925,Kenya,2019,rural,Education,Junior,49.57,1549615,0.1431,1327834,0.411,545697,56,0.8079,0.8664,350.58,0.0837,0.7921,0.6381,0.73,high 6926,Botswana,2024,rural,Finance,Mid_Level,2.6,126922,0.108,113209,0.5106,57807,56,0.6624,0.808,492.14,0.067,0.95,0.6024,0.7671,high 6927,Uganda,2024,capital,Security,Director,49.0,438788,0.195,353231,0.3593,126909,22,0.6711,0.6913,757.39,0.0635,0.6091,0.3576,0.5464,moderate 6928,Mozambique,2025,capital,Agriculture,Junior,33.89,361950,0.2053,287650,0.3079,88571,21,0.6613,0.6883,126.7,0.0535,0.3649,0.174,0.4853,low 6929,Tanzania,2023,capital,Health,Mid_Level,65.05,1112302,0.1439,952295,0.4796,456705,25,0.6713,0.7626,244.94,0.0676,0.7444,0.4369,0.629,moderate 6930,Nigeria,2023,rural,Finance,Senior,224.39,4498106,0.2436,3402514,0.3457,1176374,22,0.5776,0.7801,286.55,0.0559,0.6217,0.426,0.5523,moderate 6931,Kenya,2018,rural,Finance,Junior,48.55,1919680,0.1317,1666811,0.3757,626256,63,0.8227,0.9118,525.94,0.0829,0.95,0.6827,0.7685,high 6932,Nigeria,2018,rural,Administration,Mid_Level,198.33,3554767,0.2517,2660049,0.3091,822289,27,0.6805,0.7771,241.52,0.0569,0.7264,0.3706,0.5581,moderate 6933,Kenya,2021,urban,ICT,Senior,51.68,1915643,0.0978,1728345,0.572,988666,40,0.7389,0.9311,858.85,0.0731,0.8803,0.7311,0.7694,high 6934,Nigeria,2024,urban,Security,Director,230.0,4925224,0.1517,4177959,0.4292,1793334,34,0.5463,0.8059,492.99,0.0693,0.7462,0.3282,0.6327,moderate 6935,Rwanda,2025,capital,Finance,Junior,14.34,395537,0.0603,371672,0.5935,220586,90,0.95,0.8169,571.71,0.0689,0.95,0.7013,0.8959,high 6936,Kenya,2023,capital,Infrastructure,Junior,53.87,2093517,0.0893,1906664,0.5828,1111142,40,0.7208,0.7762,488.58,0.0847,0.9375,0.5511,0.7387,high 6937,Ghana,2023,capital,Infrastructure,Junior,33.3,804289,0.123,705340,0.5056,356644,45,0.6706,0.8239,266.53,0.0518,0.6985,0.4177,0.6934,high 6938,Nigeria,2018,capital,Social_Services,Mid_Level,198.33,4197093,0.1401,3609269,0.514,1855193,23,0.5229,0.7334,252.94,0.0629,0.5985,0.4412,0.615,moderate 6939,Mozambique,2023,rural,Finance,Mid_Level,32.13,369271,0.2557,274835,0.1745,47964,17,0.5247,0.5928,152.63,0.0565,0.3912,0.1682,0.4171,low 6940,Botswana,2023,urban,Health,Junior,2.56,119280,0.101,107235,0.6057,64952,54,0.794,0.8895,628.09,0.069,0.95,0.5803,0.7976,high 6941,South Africa,2020,urban,Education,Mid_Level,60.06,3071882,0.1318,2667032,0.5925,1580294,44,0.7336,0.9171,596.9,0.0783,0.8947,0.6003,0.7622,high 6942,Nigeria,2021,capital,Security,Mid_Level,213.58,4678846,0.1482,3985567,0.4228,1684954,36,0.6199,0.771,207.03,0.0578,0.6752,0.425,0.6343,moderate 6943,Ethiopia,2020,rural,Health,Mid_Level,114.15,1537234,0.2977,1079637,0.2042,220501,14,0.487,0.6397,143.69,0.0706,0.3525,0.2157,0.4144,low 6944,Rwanda,2022,remote,Finance,Junior,13.35,345876,0.1387,297915,0.3492,104023,94,0.7605,0.932,405.33,0.082,0.9278,0.5306,0.8233,high 6945,Tanzania,2022,urban,Social_Services,Mid_Level,63.15,991615,0.1421,850665,0.4557,387625,32,0.6745,0.8105,280.48,0.052,0.626,0.3353,0.6261,moderate 6946,Ghana,2021,urban,Security,Junior,31.94,697181,0.1487,593481,0.5531,328231,34,0.5418,0.7178,212.73,0.0659,0.6446,0.4111,0.6493,moderate 6947,Mozambique,2025,urban,Health,Director,33.89,342082,0.1703,283818,0.2834,80442,14,0.5902,0.6289,378.62,0.0617,0.3643,0.189,0.4629,low 6948,Uganda,2021,remote,Finance,Mid_Level,44.58,322788,0.276,233699,0.173,40428,18,0.5446,0.723,286.87,0.0633,0.6032,0.3611,0.4741,low 6949,Uganda,2020,urban,Infrastructure,Mid_Level,43.2,353424,0.1749,291625,0.3584,104504,27,0.6208,0.691,251.62,0.071,0.6602,0.3413,0.5672,moderate 6950,Senegal,2024,urban,Education,Executive,18.0,360353,0.1071,321763,0.5209,167617,40,0.5641,0.7914,764.6,0.062,0.6906,0.3991,0.6811,high 6951,Ghana,2025,urban,Health,Junior,34.71,912110,0.1217,801097,0.5269,422074,40,0.6373,0.7313,247.36,0.059,0.5947,0.3224,0.6527,high 6952,Uganda,2024,rural,Security,Junior,49.0,393971,0.2057,312944,0.2953,92423,20,0.6111,0.7423,186.18,0.0646,0.5997,0.4207,0.5358,moderate 6953,Botswana,2024,urban,Social_Services,Junior,2.6,112443,0.1023,100942,0.7301,73700,71,0.6993,0.7728,564.32,0.0773,0.7921,0.5397,0.8336,high 6954,Botswana,2018,urban,Justice,Mid_Level,2.38,99319,0.0946,89926,0.7795,70100,79,0.7975,0.8889,399.26,0.0889,0.8318,0.6183,0.8971,high 6955,Senegal,2022,rural,Agriculture,Senior,17.07,344714,0.1734,284925,0.2864,81611,26,0.6892,0.7888,296.04,0.0588,0.5539,0.4034,0.5573,moderate 6956,Rwanda,2025,urban,Agriculture,Senior,14.34,439947,0.0799,404790,0.5641,228345,77,0.8649,0.8526,707.88,0.0707,0.8406,0.7589,0.8514,high 6957,Nigeria,2019,rural,Security,Junior,203.29,3665818,0.1856,2985609,0.3165,944846,24,0.5564,0.7282,181.1,0.0487,0.5538,0.4615,0.5535,moderate 6958,Tanzania,2025,rural,Health,Mid_Level,69.01,1382965,0.2109,1091311,0.2991,326430,20,0.5528,0.8234,298.82,0.0652,0.6143,0.3497,0.542,moderate 6959,Nigeria,2021,capital,Education,Senior,213.58,3850787,0.126,3365463,0.4336,1459397,37,0.5707,0.7439,471.96,0.0687,0.6809,0.4314,0.6422,moderate 6960,Ghana,2023,capital,Health,Junior,33.3,829696,0.121,729284,0.5423,395493,26,0.6407,0.7343,295.55,0.0704,0.6422,0.3946,0.6341,moderate 6961,Tanzania,2021,urban,Agriculture,Mid_Level,61.31,1070186,0.1242,937216,0.3532,331000,30,0.604,0.7817,228.96,0.0637,0.6368,0.4699,0.6102,moderate 6962,DRC,2021,rural,Agriculture,Senior,95.53,609960,0.3238,412485,0.1399,57727,11,0.6112,0.6827,170.64,0.0571,0.3373,0.1843,0.3861,low 6963,Uganda,2023,remote,Security,Junior,47.48,359990,0.3501,233957,0.2144,50163,17,0.5278,0.7235,308.82,0.0618,0.5889,0.4126,0.4672,low 6964,Mozambique,2023,urban,Administration,Senior,32.13,333276,0.1919,269329,0.2197,59158,13,0.6026,0.7014,139.38,0.0502,0.412,0.2046,0.4563,low 6965,Nigeria,2020,urban,Education,Junior,208.37,3826908,0.1469,3264891,0.4304,1405329,38,0.5598,0.7895,190.77,0.0612,0.5895,0.322,0.6255,moderate 6966,Nigeria,2019,capital,Education,Junior,203.29,3822816,0.1287,3330923,0.5253,1749827,34,0.5762,0.772,236.56,0.0591,0.6174,0.425,0.6542,high 6967,Senegal,2018,urban,Justice,Executive,15.34,300575,0.1059,268748,0.4421,118818,33,0.6291,0.7994,1083.74,0.0676,0.6921,0.4713,0.6528,high 6968,Rwanda,2023,capital,Security,Junior,13.67,370377,0.0789,341144,0.7447,254060,57,0.7055,0.933,372.1,0.0932,0.95,0.7494,0.8688,high 6969,Tanzania,2024,rural,Administration,Junior,67.0,1066116,0.199,854010,0.2483,212040,29,0.6377,0.7668,200.87,0.07,0.6956,0.365,0.5559,moderate 6970,Botswana,2022,urban,Justice,Mid_Level,2.52,106399,0.0994,95826,0.6654,63760,87,0.8206,0.8619,469.98,0.0811,0.95,0.5491,0.8882,high 6971,Uganda,2024,remote,Security,Mid_Level,49.0,396926,0.3383,262634,0.2215,58171,20,0.6523,0.717,242.28,0.0586,0.5865,0.3503,0.472,low 6972,South Africa,2024,remote,Administration,Junior,62.0,3077057,0.1696,2555058,0.3716,949540,42,0.7039,0.81,566.1,0.0699,0.95,0.5489,0.6769,high 6973,Tanzania,2018,capital,Education,Mid_Level,56.11,991655,0.1212,871434,0.4488,391056,29,0.6564,0.7384,193.91,0.0503,0.6027,0.3474,0.6102,moderate 6974,DRC,2021,remote,Education,Director,95.53,598204,0.3446,392082,0.1259,49374,13,0.5857,0.6029,213.73,0.0678,0.4187,0.2066,0.3808,low 6975,Ethiopia,2024,rural,Agriculture,Director,126.0,1351143,0.2704,985847,0.1838,181211,12,0.6046,0.6784,312.64,0.0531,0.3877,0.2047,0.4194,low 6976,Nigeria,2019,capital,Education,Senior,203.29,4147800,0.1484,3532143,0.4127,1457705,26,0.5564,0.7929,294.4,0.0544,0.688,0.4248,0.6113,moderate 6977,Rwanda,2024,rural,Social_Services,Senior,14.0,375936,0.1026,337368,0.3864,130354,74,0.8637,0.8518,680.49,0.096,0.8579,0.5677,0.7763,high 6978,Uganda,2022,urban,Education,Junior,46.01,422670,0.1788,347090,0.3633,126087,16,0.5581,0.7504,227.62,0.0489,0.6555,0.3269,0.5469,moderate 6979,Nigeria,2019,remote,Education,Junior,203.29,4096848,0.302,2859669,0.2171,620728,38,0.7,0.6938,288.13,0.0654,0.6741,0.3836,0.5336,moderate 6980,DRC,2024,remote,Health,Junior,105.0,637148,0.5008,318090,0.1168,37138,10,0.4747,0.6642,141.91,0.0718,0.4065,0.209,0.3402,critical 6981,Senegal,2022,rural,Infrastructure,Junior,17.07,359335,0.1635,300576,0.3652,109780,35,0.6839,0.6752,319.43,0.0525,0.6039,0.3614,0.5857,moderate 6982,Tanzania,2020,capital,Health,Director,59.53,1043605,0.1059,933094,0.4298,401074,28,0.6581,0.7517,681.96,0.0527,0.7207,0.4571,0.6315,moderate 6983,Kenya,2018,urban,Social_Services,Junior,48.55,1494107,0.0776,1378170,0.5199,716523,43,0.7216,0.7675,516.91,0.0935,0.95,0.6765,0.7458,high 6984,Kenya,2021,urban,Infrastructure,Senior,51.68,1666484,0.0824,1529107,0.5175,791295,52,0.6761,0.9233,705.76,0.0854,0.95,0.7343,0.7957,high 6985,DRC,2019,rural,Security,Mid_Level,89.7,591466,0.3178,403499,0.1354,54650,8,0.5537,0.6452,139.2,0.0695,0.4051,0.2043,0.3821,low 6986,Tanzania,2019,rural,Infrastructure,Mid_Level,57.79,1037077,0.1901,839908,0.3134,263245,33,0.6357,0.8039,264.83,0.0565,0.6241,0.4422,0.5905,moderate 6987,Uganda,2021,rural,Agriculture,Junior,44.58,354992,0.2515,265727,0.2763,73431,26,0.535,0.7678,279.88,0.0681,0.6495,0.3265,0.534,moderate 6988,DRC,2018,urban,Security,Director,86.92,501885,0.2661,368336,0.2285,84171,8,0.5355,0.5952,294.31,0.069,0.425,0.2149,0.4139,low 6989,Senegal,2025,urban,Finance,Junior,18.49,386365,0.1206,339755,0.4819,163722,25,0.6639,0.7129,211.08,0.0565,0.6274,0.4249,0.615,moderate 6990,Rwanda,2023,rural,Infrastructure,Junior,13.67,378744,0.1189,333708,0.3939,131437,72,0.8627,0.8538,637.22,0.095,0.95,0.6257,0.7844,high 6991,Uganda,2024,rural,Administration,Junior,49.0,344628,0.2572,255995,0.2572,65834,23,0.6583,0.8004,186.47,0.0517,0.6864,0.4065,0.5368,moderate 6992,Mozambique,2019,capital,Education,Junior,28.88,255542,0.2141,200828,0.317,63653,14,0.5856,0.6858,120.49,0.0602,0.3647,0.2168,0.4717,low 6993,Senegal,2018,urban,Finance,Senior,15.34,372473,0.1168,328966,0.4294,141260,34,0.6523,0.7594,369.37,0.0516,0.6645,0.3787,0.6314,moderate 6994,Botswana,2021,rural,Security,Senior,2.49,105499,0.1116,93727,0.4808,45066,52,0.6305,0.9123,943.47,0.0684,0.7941,0.592,0.7478,high 6995,Kenya,2024,rural,ICT,Executive,55.0,1817293,0.1134,1611288,0.3683,593483,52,0.7766,0.8891,1656.69,0.0769,0.95,0.61,0.7331,high 6996,Kenya,2020,rural,Finance,Junior,50.61,1961654,0.1466,1674017,0.4549,761484,52,0.7683,0.8905,485.16,0.0752,0.95,0.6343,0.7491,high 6997,Ethiopia,2019,capital,Education,Junior,111.37,1188638,0.1919,960504,0.2855,274227,18,0.5936,0.6397,134.74,0.0699,0.3362,0.215,0.4695,low 6998,South Africa,2020,urban,Agriculture,Junior,60.06,3342230,0.1044,2993370,0.7036,2106141,49,0.6658,0.9043,423.94,0.0835,0.7788,0.5403,0.7899,high 6999,Kenya,2025,capital,Education,Senior,56.15,2007656,0.0762,1854676,0.5758,1067915,45,0.6437,0.8188,734.3,0.0767,0.95,0.7375,0.779,high 7000,Senegal,2022,capital,Agriculture,Junior,17.07,342312,0.101,307724,0.5738,176578,29,0.5436,0.6917,223.27,0.0617,0.5779,0.4406,0.6463,moderate 7001,Uganda,2025,remote,Infrastructure,Junior,50.57,445013,0.3616,284095,0.1826,51877,23,0.558,0.778,289.07,0.0562,0.5565,0.3837,0.4735,low 7002,Nigeria,2019,urban,ICT,Junior,203.29,3860976,0.1574,3253241,0.4263,1386979,24,0.6447,0.719,200.35,0.0686,0.7087,0.4107,0.597,moderate 7003,Uganda,2019,remote,Education,Mid_Level,41.86,375108,0.3477,244686,0.1939,47432,21,0.5475,0.7939,316.99,0.0687,0.6404,0.4743,0.4946,low 7004,Senegal,2018,urban,Social_Services,Director,15.34,384836,0.1138,341028,0.5196,177181,35,0.6859,0.7575,546.69,0.0524,0.6784,0.4585,0.6662,high 7005,Senegal,2022,rural,Finance,Junior,17.07,423581,0.1251,370577,0.3398,125914,25,0.6138,0.728,189.69,0.0494,0.7077,0.3269,0.5788,moderate 7006,Nigeria,2025,urban,ICT,Junior,235.75,5130181,0.137,4427352,0.3908,1730000,32,0.712,0.8107,289.52,0.0673,0.7471,0.4416,0.6339,moderate 7007,Ghana,2021,urban,Infrastructure,Director,31.94,682616,0.1473,582053,0.5648,328747,29,0.5286,0.767,462.89,0.0656,0.6228,0.3671,0.6409,moderate 7008,Botswana,2020,rural,Administration,Junior,2.45,97939,0.1283,85369,0.5615,47934,84,0.9302,0.8323,354.21,0.0642,0.7748,0.652,0.8358,high 7009,DRC,2020,remote,Security,Senior,92.57,622603,0.3993,374015,0.1035,38719,8,0.5812,0.5889,187.23,0.0606,0.3898,0.2376,0.3471,critical 7010,Nigeria,2018,rural,Education,Junior,198.33,4108242,0.204,3270143,0.2707,885235,31,0.7128,0.6766,219.9,0.0645,0.7142,0.4102,0.5581,moderate 7011,Ghana,2020,capital,Health,Director,31.29,666291,0.1192,586840,0.5574,327078,43,0.5976,0.7672,667.48,0.0679,0.7473,0.4285,0.6997,high 7012,Tanzania,2023,capital,Finance,Senior,65.05,1330584,0.1087,1185951,0.3784,448731,31,0.5596,0.7732,317.17,0.0708,0.7125,0.4149,0.6236,moderate 7013,South Africa,2018,urban,Health,Junior,59.11,3316134,0.103,2974593,0.5632,1675181,58,0.8384,0.8925,502.41,0.0694,0.8389,0.7299,0.8008,high 7014,Ethiopia,2018,rural,Administration,Mid_Level,108.65,1473100,0.3219,998975,0.2205,220307,14,0.5013,0.6158,95.33,0.0654,0.4005,0.2076,0.4129,low 7015,South Africa,2020,capital,Justice,Junior,60.06,2810815,0.1054,2514497,0.7485,1882224,42,0.6197,0.8785,472.61,0.0641,0.95,0.5734,0.7999,high 7016,Nigeria,2020,urban,Administration,Junior,208.37,3629865,0.1538,3071421,0.4118,1264723,23,0.5305,0.7649,322.14,0.0692,0.7145,0.359,0.5941,moderate 7017,Rwanda,2022,capital,Finance,Mid_Level,13.35,366543,0.0768,338381,0.7015,237364,82,0.9236,0.8115,633.21,0.0766,0.8828,0.7337,0.8945,high 7018,Mozambique,2024,rural,Education,Senior,33.0,358179,0.2621,264286,0.1807,47767,18,0.6376,0.6927,130.64,0.0645,0.3896,0.1714,0.4347,low 7019,Nigeria,2018,urban,Education,Junior,198.33,4108099,0.1575,3461166,0.3917,1355698,37,0.6485,0.6911,204.27,0.0713,0.6454,0.4385,0.6131,moderate 7020,Senegal,2025,urban,Health,Mid_Level,18.49,348541,0.1085,310711,0.4157,129155,40,0.5771,0.8063,238.52,0.0593,0.5571,0.4351,0.6469,moderate 7021,Uganda,2023,rural,Health,Junior,47.48,416962,0.2021,332693,0.2801,93200,25,0.6786,0.7605,223.34,0.0496,0.7202,0.4074,0.5588,moderate 7022,DRC,2020,remote,Security,Junior,92.57,579946,0.477,303335,0.1084,32879,9,0.6083,0.6776,147.85,0.0566,0.4391,0.2073,0.3466,critical 7023,Uganda,2022,urban,Health,Mid_Level,46.01,421089,0.1809,344930,0.4046,139565,16,0.5175,0.7176,230.49,0.0613,0.716,0.4114,0.5663,moderate 7024,Nigeria,2018,capital,Security,Mid_Level,198.33,3377392,0.1169,2982719,0.5218,1556234,31,0.6173,0.6887,217.13,0.0653,0.6637,0.4069,0.6391,moderate 7025,Uganda,2024,rural,Education,Director,49.0,403991,0.2146,317294,0.2609,82784,21,0.6375,0.8145,518.26,0.0654,0.6576,0.4643,0.5484,moderate 7026,DRC,2018,rural,ICT,Mid_Level,86.92,491218,0.3576,315565,0.1337,42186,12,0.5299,0.5999,149.58,0.0594,0.4344,0.1806,0.3755,low 7027,Senegal,2020,remote,Infrastructure,Junior,16.18,382684,0.1555,323178,0.2697,87162,26,0.517,0.8241,205.23,0.0696,0.6507,0.3463,0.5669,moderate 7028,Botswana,2022,capital,Health,Junior,2.52,113037,0.0836,103588,0.713,73855,59,0.7236,0.841,598.22,0.0673,0.7979,0.6547,0.8263,high 7029,Kenya,2022,capital,Education,Senior,52.76,1685864,0.089,1535879,0.6626,1017618,55,0.6983,0.9049,721.26,0.0668,0.7757,0.7595,0.8201,high 7030,Kenya,2024,rural,Education,Junior,55.0,1978897,0.146,1690009,0.4648,785476,46,0.7592,0.8309,403.99,0.0689,0.9327,0.5394,0.7166,high 7031,Ghana,2022,capital,Education,Senior,32.62,914437,0.1205,804250,0.4797,385779,46,0.6351,0.6867,340.94,0.0519,0.6901,0.372,0.664,high 7032,Botswana,2022,remote,Finance,Junior,2.52,116752,0.1536,98824,0.3816,37714,51,0.6023,0.9121,407.71,0.0653,0.9305,0.56,0.7204,high 7033,Ghana,2025,rural,ICT,Senior,34.71,820683,0.1805,672524,0.3562,239542,31,0.6324,0.8153,264.47,0.0701,0.602,0.3336,0.5873,moderate 7034,Tanzania,2025,capital,ICT,Mid_Level,69.01,1374518,0.1298,1196089,0.3758,449432,31,0.6678,0.7007,188.38,0.0571,0.5572,0.3204,0.5819,moderate 7035,Ghana,2024,rural,Finance,Mid_Level,34.0,817866,0.1444,699795,0.3798,265773,33,0.5926,0.6869,256.38,0.0715,0.7319,0.3502,0.6026,moderate 7036,Nigeria,2021,urban,Education,Junior,213.58,4583687,0.1497,3897346,0.4655,1814337,22,0.658,0.7886,224.59,0.0654,0.6657,0.3636,0.6052,moderate 7037,Senegal,2020,rural,Infrastructure,Junior,16.18,393462,0.1779,323456,0.3504,113339,35,0.6823,0.7084,216.25,0.0485,0.564,0.3647,0.5797,moderate 7038,Kenya,2019,urban,Education,Senior,49.57,1990426,0.0855,1820238,0.5179,942632,44,0.5897,0.8557,903.87,0.0742,0.95,0.7588,0.7673,high 7039,DRC,2018,rural,Education,Mid_Level,86.92,449988,0.2703,328362,0.1366,44840,13,0.5305,0.6969,101.24,0.054,0.349,0.2311,0.4116,low 7040,Ethiopia,2024,capital,Justice,Senior,126.0,1321963,0.1657,1102930,0.3279,361607,12,0.4696,0.6784,201.78,0.05,0.3511,0.1757,0.475,low 7041,Senegal,2023,urban,Education,Mid_Level,17.53,360589,0.1196,317470,0.3937,124993,34,0.5688,0.6791,227.77,0.0682,0.5952,0.3496,0.5999,moderate 7042,Botswana,2022,urban,Agriculture,Mid_Level,2.52,116252,0.0758,107440,0.6883,73949,55,0.7196,0.7872,520.58,0.089,0.95,0.744,0.8281,high 7043,Tanzania,2019,urban,Health,Junior,57.79,1051126,0.1516,891755,0.3735,333090,25,0.6659,0.7735,259.48,0.0599,0.6524,0.3682,0.5861,moderate 7044,Ghana,2018,rural,Administration,Executive,30.01,659276,0.148,561681,0.3864,217007,38,0.7243,0.729,1045.72,0.0698,0.6826,0.3554,0.6177,moderate 7045,Ethiopia,2024,capital,Health,Junior,126.0,1507956,0.2106,1190317,0.339,403557,16,0.6062,0.7148,85.96,0.0687,0.3966,0.1912,0.4881,low 7046,Ghana,2019,remote,Agriculture,Mid_Level,30.64,686713,0.237,523935,0.2721,142587,28,0.5329,0.8223,177.09,0.0689,0.577,0.4309,0.5529,moderate 7047,Ethiopia,2019,rural,Health,Senior,111.37,1238353,0.3269,833580,0.2314,192903,14,0.6331,0.6688,147.68,0.0585,0.3652,0.2192,0.4199,low 7048,South Africa,2024,capital,Education,Junior,62.0,3477598,0.1121,3087898,0.6461,1995228,65,0.7457,0.8835,595.25,0.0699,0.95,0.6746,0.841,high 7049,Mozambique,2021,urban,ICT,Junior,30.47,319444,0.2314,245509,0.2898,71141,20,0.5629,0.5921,131.48,0.0664,0.3679,0.1964,0.4598,low 7050,Botswana,2019,capital,Justice,Junior,2.41,112518,0.0733,104270,0.7453,77709,71,0.8513,0.8177,397.34,0.0767,0.95,0.5597,0.8691,high 7051,Ethiopia,2018,capital,ICT,Junior,108.65,1391588,0.235,1064577,0.3048,324487,13,0.5586,0.703,104.14,0.0659,0.3779,0.1913,0.4623,low 7052,Mozambique,2019,rural,Health,Mid_Level,28.88,322154,0.2457,242993,0.1851,44982,16,0.6024,0.6914,110.43,0.0644,0.339,0.2064,0.4331,low 7053,Ethiopia,2021,capital,Social_Services,Junior,117.0,1538944,0.1909,1245201,0.2957,368189,14,0.5256,0.6042,124.23,0.0491,0.3333,0.1987,0.455,low 7054,Rwanda,2023,rural,Education,Mid_Level,13.67,461845,0.0844,422886,0.4129,174615,60,0.7677,0.9325,546.27,0.0923,0.95,0.6833,0.7853,high 7055,Ethiopia,2020,rural,Health,Junior,114.15,1444374,0.342,950433,0.2212,210245,12,0.6038,0.6534,96.12,0.063,0.3456,0.1788,0.4003,low 7056,Mozambique,2023,remote,Education,Junior,32.13,287685,0.3448,188503,0.1198,22588,20,0.5976,0.6746,109.83,0.0505,0.4445,0.2267,0.4121,low 7057,Mozambique,2022,capital,ICT,Junior,31.29,349260,0.159,293730,0.2628,77205,16,0.5486,0.7028,151.27,0.0499,0.4299,0.1914,0.4835,low 7058,Tanzania,2022,capital,Health,Mid_Level,63.15,1203478,0.1437,1030535,0.5005,515819,32,0.6885,0.6933,238.81,0.065,0.6544,0.3557,0.6242,moderate 7059,South Africa,2019,urban,Administration,Junior,59.58,2943562,0.1412,2527968,0.6004,1517819,45,0.6604,0.8866,647.63,0.0755,0.777,0.6168,0.7497,high 7060,Uganda,2022,capital,Security,Junior,46.01,420045,0.1449,359181,0.4165,149607,25,0.6089,0.7147,236.36,0.066,0.6303,0.3862,0.5893,moderate 7061,Nigeria,2022,rural,Social_Services,Director,218.92,3758007,0.2343,2877659,0.3283,944663,38,0.6243,0.8122,479.17,0.0576,0.6349,0.3295,0.5868,moderate 7062,Kenya,2020,urban,Social_Services,Mid_Level,50.61,1541596,0.0919,1399917,0.5341,747718,42,0.6618,0.8196,492.22,0.0785,0.8435,0.5692,0.7298,high 7063,Botswana,2023,urban,Education,Junior,2.56,124618,0.098,112401,0.695,78115,69,0.6921,0.9088,460.2,0.0713,0.8901,0.5575,0.8528,high 7064,Senegal,2020,urban,Education,Junior,16.18,355402,0.123,311673,0.4535,141355,42,0.5857,0.7517,235.39,0.0527,0.5572,0.3227,0.6384,moderate 7065,DRC,2023,rural,Security,Junior,101.74,627802,0.313,431328,0.1765,76127,8,0.6071,0.7124,153.49,0.0686,0.3732,0.231,0.4032,low 7066,Kenya,2019,urban,ICT,Junior,49.57,1634111,0.1047,1462939,0.6234,911933,47,0.7544,0.8575,543.48,0.0921,0.889,0.5552,0.7702,high 7067,Kenya,2024,urban,Administration,Mid_Level,55.0,1693657,0.0874,1545696,0.6212,960109,45,0.7478,0.9211,482.4,0.0902,0.8395,0.6293,0.781,high 7068,Botswana,2024,capital,Education,Junior,2.6,132967,0.0782,122563,0.7078,86751,60,0.713,0.8132,440.34,0.0777,0.95,0.5826,0.8326,high 7069,Mozambique,2022,rural,Education,Mid_Level,31.29,324803,0.2484,244120,0.1924,46969,23,0.5946,0.6925,134.32,0.0664,0.3418,0.2324,0.4548,low 7070,Ghana,2019,urban,Security,Junior,30.64,754783,0.1204,663897,0.561,372475,33,0.5705,0.6955,187.14,0.0699,0.6972,0.4171,0.6584,high 7071,Ethiopia,2024,rural,Administration,Junior,126.0,1573205,0.3311,1052259,0.1798,189214,11,0.5938,0.5888,142.53,0.0619,0.4,0.205,0.3885,low 7072,Nigeria,2024,rural,Education,Senior,230.0,4867463,0.2394,3702092,0.3437,1272249,26,0.6147,0.7881,343.76,0.0716,0.6713,0.4599,0.5724,moderate 7073,DRC,2023,capital,Justice,Junior,101.74,661885,0.2012,528688,0.2069,109385,13,0.5361,0.5873,149.3,0.0614,0.4012,0.1903,0.4312,low 7074,Senegal,2020,capital,Health,Mid_Level,16.18,373160,0.1035,334542,0.5716,191238,37,0.7179,0.6791,185.04,0.0508,0.6803,0.4658,0.676,high 7075,Botswana,2019,rural,Education,Mid_Level,2.41,94010,0.1095,83713,0.5016,41993,70,0.7387,0.8419,375.57,0.0764,0.8725,0.5283,0.7894,high 7076,Botswana,2022,remote,Infrastructure,Junior,2.52,98885,0.1634,82728,0.3877,32071,72,0.8675,0.7899,647.43,0.0843,0.95,0.6679,0.7663,high 7077,Tanzania,2024,urban,Education,Director,67.0,1200910,0.128,1047146,0.4446,465558,26,0.5702,0.7902,572.79,0.0567,0.7219,0.4384,0.6287,moderate 7078,DRC,2019,capital,Finance,Mid_Level,89.7,492627,0.2686,360317,0.219,78914,9,0.4744,0.5999,106.43,0.052,0.4089,0.2117,0.4122,low 7079,Mozambique,2018,remote,Justice,Junior,28.12,268999,0.2946,189741,0.138,26184,17,0.551,0.6049,92.78,0.0684,0.349,0.2291,0.4019,low 7080,Kenya,2023,rural,Education,Junior,53.87,1845466,0.1319,1602081,0.4156,665880,64,0.6697,0.889,510.68,0.0832,0.8221,0.6891,0.7654,high 7081,Senegal,2022,remote,Agriculture,Mid_Level,17.07,341432,0.1632,285717,0.2469,70541,36,0.5707,0.8093,302.65,0.0483,0.7061,0.469,0.5998,moderate 7082,Uganda,2022,rural,Education,Mid_Level,46.01,362197,0.2325,277970,0.2587,71911,16,0.5203,0.726,202.57,0.0517,0.6587,0.4716,0.5185,moderate 7083,Botswana,2022,rural,Education,Executive,2.52,108631,0.1383,93605,0.5541,51866,81,0.937,0.9129,2517.16,0.0798,0.8365,0.6913,0.8462,high 7084,Tanzania,2021,capital,Administration,Junior,61.31,1041754,0.1,937562,0.4213,394996,20,0.623,0.7781,178.39,0.0518,0.58,0.4466,0.5997,moderate 7085,Uganda,2022,urban,Administration,Junior,46.01,344067,0.2114,271336,0.3082,83630,25,0.6081,0.7448,180.99,0.0522,0.6186,0.4222,0.5525,moderate 7086,Botswana,2019,remote,Administration,Senior,2.41,114829,0.1628,96140,0.3992,38375,66,0.6733,0.7945,909.17,0.0932,0.8951,0.7058,0.7534,high 7087,Uganda,2024,rural,Health,Junior,49.0,357771,0.2293,275731,0.2352,64843,21,0.5975,0.6988,274.24,0.0669,0.7421,0.4456,0.5276,moderate 7088,Uganda,2023,capital,Security,Mid_Level,47.48,370218,0.1999,296199,0.3597,106551,26,0.6272,0.7234,310.61,0.0548,0.5759,0.4685,0.5679,moderate 7089,Ethiopia,2020,urban,Education,Junior,114.15,1477738,0.2009,1180846,0.2442,288405,19,0.6116,0.5895,153.56,0.0695,0.3994,0.2024,0.4569,low 7090,South Africa,2021,urban,Health,Director,60.54,2742106,0.0983,2472669,0.711,1758126,66,0.7494,0.803,1286.07,0.0863,0.8155,0.7366,0.8438,high 7091,Mozambique,2018,remote,Security,Junior,28.12,270978,0.35,176134,0.13,22890,16,0.6069,0.5916,133.35,0.0564,0.3609,0.1836,0.3782,low 7092,Ethiopia,2025,remote,Infrastructure,Junior,129.15,1729999,0.3295,1159891,0.1553,180146,14,0.5739,0.6684,133.35,0.0661,0.3672,0.227,0.4011,low 7093,Tanzania,2022,remote,Infrastructure,Senior,63.15,1000898,0.1885,812278,0.1981,160930,22,0.6495,0.7145,291.46,0.0502,0.5733,0.4254,0.5145,moderate 7094,Kenya,2020,capital,Health,Director,50.61,1580306,0.0854,1445345,0.6304,911159,49,0.7218,0.8235,966.96,0.0736,0.95,0.6983,0.7971,high 7095,Botswana,2020,capital,Security,Junior,2.45,101626,0.0765,93851,0.6974,65453,59,0.6834,0.8715,602.53,0.082,0.95,0.689,0.8474,high 7096,Uganda,2022,remote,Justice,Junior,46.01,378115,0.2672,277081,0.1659,45964,21,0.5433,0.8133,307.62,0.0638,0.5582,0.3373,0.4887,low 7097,Mozambique,2020,rural,Infrastructure,Junior,29.66,316488,0.2198,246926,0.1995,49269,22,0.5659,0.6927,154.78,0.0504,0.3424,0.2,0.4581,low 7098,Kenya,2025,rural,Education,Junior,56.15,1696777,0.1103,1509706,0.4514,681519,67,0.8654,0.8128,628.22,0.0707,0.8344,0.5535,0.7635,high 7099,Ethiopia,2023,urban,Finance,Junior,122.93,1308178,0.1928,1055932,0.2567,271077,12,0.5224,0.651,99.6,0.0638,0.3619,0.176,0.4474,low 7100,South Africa,2025,capital,Education,Mid_Level,62.5,3706782,0.1205,3260041,0.6445,2101203,42,0.645,0.8289,412.2,0.0818,0.95,0.5331,0.7586,high 7101,DRC,2024,capital,Social_Services,Senior,105.0,650101,0.257,483031,0.249,120261,14,0.5718,0.6096,178.42,0.0542,0.4399,0.1846,0.4369,low 7102,Kenya,2022,urban,Health,Junior,52.76,1657987,0.0911,1506934,0.5675,855229,45,0.7593,0.7797,479.54,0.0659,0.95,0.6114,0.7547,high 7103,Kenya,2024,rural,Education,Director,55.0,1970046,0.1184,1736803,0.4022,698588,58,0.7198,0.8752,1075.24,0.0709,0.9368,0.6043,0.7513,high 7104,Kenya,2024,rural,Education,Junior,55.0,1857093,0.1083,1655976,0.4676,774403,60,0.6805,0.8607,441.15,0.0904,0.95,0.686,0.7825,high 7105,Nigeria,2019,capital,Agriculture,Mid_Level,203.29,4620412,0.1286,4026045,0.4303,1732528,32,0.6477,0.7588,280.58,0.061,0.5594,0.3641,0.6116,moderate 7106,Botswana,2025,rural,Security,Mid_Level,2.64,116407,0.132,101038,0.5641,56994,52,0.6302,0.7733,411.07,0.0901,0.926,0.63,0.7596,high 7107,Kenya,2021,rural,Social_Services,Senior,51.68,1644036,0.1346,1422761,0.3937,560101,51,0.6288,0.8481,947.82,0.0855,0.7815,0.7406,0.7217,high 7108,Ethiopia,2023,urban,Finance,Senior,122.93,1371819,0.2109,1082501,0.31,335615,18,0.6306,0.662,217.84,0.0651,0.4284,0.1819,0.4801,low 7109,Rwanda,2018,remote,Security,Senior,12.14,379919,0.119,334714,0.326,109104,84,0.8664,0.7693,820.77,0.0777,0.95,0.739,0.796,high 7110,DRC,2023,urban,Justice,Director,101.74,555631,0.2845,397552,0.1851,73580,10,0.6041,0.5931,227.57,0.0534,0.3959,0.2046,0.3992,low 7111,Tanzania,2021,remote,Health,Director,61.31,945656,0.1903,765673,0.1911,146330,32,0.6358,0.7592,616.68,0.0608,0.5722,0.4624,0.5475,moderate 7112,Mozambique,2022,urban,Infrastructure,Executive,31.29,332439,0.2214,258848,0.2862,74072,22,0.5306,0.7022,593.22,0.0692,0.3993,0.1706,0.4835,low 7113,Botswana,2023,rural,Health,Senior,2.56,123488,0.1006,111063,0.4713,52349,74,0.6778,0.8803,737.34,0.0869,0.95,0.7686,0.8316,high 7114,Ethiopia,2023,remote,Education,Director,122.93,1454840,0.4235,838696,0.1627,136445,17,0.5923,0.7012,368.02,0.0521,0.3933,0.1979,0.3916,low 7115,Ghana,2019,capital,ICT,Senior,30.64,741302,0.0988,668093,0.5198,347249,33,0.6985,0.7231,395.41,0.0694,0.6736,0.4731,0.6609,high 7116,Uganda,2018,remote,ICT,Mid_Level,40.56,360904,0.3691,227699,0.2201,50108,24,0.669,0.7034,257.69,0.0698,0.7474,0.4585,0.4988,low 7117,Mozambique,2018,remote,Justice,Director,28.12,299946,0.2859,214177,0.1539,32963,18,0.5407,0.591,245.76,0.0521,0.333,0.1993,0.4039,low 7118,Kenya,2019,urban,Security,Junior,49.57,1631777,0.0874,1489093,0.5922,881778,66,0.8406,0.794,527.34,0.0854,0.8475,0.5203,0.7971,high 7119,Rwanda,2022,rural,Health,Junior,13.35,381025,0.104,341415,0.4058,138557,87,0.8337,0.9034,565.23,0.0796,0.926,0.6722,0.8383,high 7120,Nigeria,2023,remote,Social_Services,Senior,224.39,4333291,0.295,3055102,0.2672,816453,26,0.6326,0.7875,436.71,0.0637,0.6288,0.42,0.5311,moderate 7121,South Africa,2020,remote,Social_Services,Junior,60.06,3062220,0.1999,2449986,0.3759,921070,63,0.8486,0.892,542.53,0.086,0.95,0.6515,0.7455,high 7122,Rwanda,2022,rural,Education,Mid_Level,13.35,434198,0.1106,386176,0.4928,190293,89,0.7713,0.9155,555.71,0.0695,0.8664,0.5516,0.8472,high 7123,Rwanda,2025,urban,Infrastructure,Junior,14.34,425140,0.0866,388311,0.658,255495,87,0.9021,0.8995,601.13,0.085,0.8137,0.6605,0.8927,high 7124,Senegal,2018,rural,Administration,Mid_Level,15.34,318365,0.1462,271811,0.3628,98613,33,0.7026,0.7884,230.31,0.0637,0.6001,0.3523,0.6001,moderate 7125,Mozambique,2018,urban,Social_Services,Junior,28.12,294378,0.1904,238330,0.2948,70269,19,0.6259,0.6881,116.01,0.0497,0.3456,0.1946,0.4809,low 7126,Botswana,2023,urban,Justice,Senior,2.56,105640,0.0832,96850,0.6456,62527,54,0.7276,0.7892,543.73,0.0661,0.95,0.6697,0.806,high 7127,Uganda,2025,remote,Security,Senior,50.57,361768,0.3537,233807,0.2049,47916,27,0.5678,0.7882,275.29,0.0657,0.5896,0.4725,0.5047,moderate 7128,Senegal,2025,urban,Administration,Junior,18.49,420968,0.1301,366209,0.5029,184179,30,0.5639,0.7192,175.75,0.0561,0.6933,0.3938,0.6348,moderate 7129,Ethiopia,2019,urban,Education,Mid_Level,111.37,1167445,0.2409,886215,0.2548,225783,19,0.6237,0.6315,97.75,0.0633,0.4441,0.2,0.4601,low 7130,Botswana,2022,urban,Agriculture,Executive,2.52,111881,0.0738,103626,0.688,71297,77,0.9096,0.8875,2396.07,0.0788,0.7994,0.5344,0.8626,high 7131,Nigeria,2019,urban,Social_Services,Mid_Level,203.29,3882632,0.1513,3295218,0.4888,1610649,28,0.6459,0.8192,274.87,0.0613,0.6531,0.4248,0.635,moderate 7132,Botswana,2022,rural,Agriculture,Executive,2.52,125726,0.0985,113338,0.5483,62140,54,0.6669,0.7994,1870.5,0.0753,0.95,0.6619,0.7785,high 7133,Senegal,2020,rural,Infrastructure,Executive,16.18,324194,0.1672,269992,0.2887,77950,30,0.606,0.8157,766.68,0.0593,0.6064,0.3203,0.5704,moderate 7134,South Africa,2018,urban,Justice,Director,59.11,3126985,0.1436,2677848,0.5552,1486744,42,0.6438,0.821,1099.43,0.0922,0.9257,0.6177,0.7354,high 7135,Ghana,2018,capital,Health,Junior,30.01,645259,0.0978,582124,0.4725,275049,46,0.6961,0.7376,227.36,0.0691,0.6209,0.3852,0.6699,high 7136,Uganda,2018,rural,Education,Mid_Level,40.56,284472,0.2337,218001,0.2321,50594,25,0.6414,0.7844,207.7,0.0625,0.5715,0.3482,0.5217,moderate 7137,Tanzania,2025,urban,Security,Junior,69.01,1131357,0.1615,948613,0.3489,330972,27,0.6684,0.807,214.99,0.0499,0.6023,0.4144,0.5871,moderate 7138,South Africa,2023,rural,Education,Mid_Level,61.51,3075727,0.1846,2507969,0.3998,1002609,53,0.7675,0.9348,460.97,0.0745,0.95,0.7439,0.7459,high 7139,South Africa,2022,rural,Administration,Junior,61.02,3035706,0.1343,2627990,0.4159,1093081,61,0.6561,0.8898,489.92,0.0916,0.95,0.6159,0.763,high 7140,Ethiopia,2019,urban,Finance,Senior,111.37,1262432,0.1911,1021186,0.2934,299645,14,0.5364,0.6305,181.49,0.059,0.4402,0.1821,0.4674,low 7141,Ghana,2020,urban,Administration,Junior,31.29,678095,0.1456,579388,0.4587,265786,39,0.6375,0.7039,304.91,0.0603,0.6625,0.3221,0.6298,moderate 7142,DRC,2022,capital,Administration,Mid_Level,98.59,674028,0.2108,531942,0.2314,123112,8,0.4546,0.672,84.21,0.0709,0.4449,0.1789,0.4383,low 7143,South Africa,2024,rural,Health,Senior,62.0,3644100,0.1514,3092392,0.4952,1531249,51,0.7198,0.8602,579.46,0.0938,0.95,0.7664,0.7641,high 7144,Mozambique,2022,urban,Security,Mid_Level,31.29,348105,0.23,268043,0.2403,64406,18,0.5615,0.7058,113.44,0.0495,0.3888,0.1784,0.4602,low 7145,South Africa,2018,remote,Security,Junior,59.11,3019344,0.1818,2470314,0.3843,949355,67,0.6781,0.7661,595.96,0.0939,0.95,0.5509,0.7331,high 7146,Uganda,2021,capital,Administration,Mid_Level,44.58,400510,0.1649,334459,0.3421,114426,20,0.662,0.8065,252.08,0.0559,0.5845,0.3421,0.5579,moderate 7147,Kenya,2019,urban,Security,Junior,49.57,1987058,0.0932,1801774,0.5884,1060167,53,0.7699,0.9241,604.21,0.0805,0.95,0.6289,0.8028,high 7148,South Africa,2018,capital,ICT,Director,59.11,3521399,0.1171,3109031,0.7398,2299926,72,0.7751,0.858,1548.74,0.0658,0.9273,0.6191,0.869,high 7149,South Africa,2022,remote,Justice,Mid_Level,61.02,3409475,0.2045,2712168,0.3191,865488,58,0.6466,0.8426,481.82,0.0863,0.8471,0.6222,0.697,high 7150,DRC,2021,capital,Security,Mid_Level,95.53,556130,0.1934,448578,0.2542,114016,13,0.5792,0.7079,141.86,0.0696,0.4205,0.2196,0.4679,low 7151,DRC,2024,remote,Infrastructure,Junior,105.0,717165,0.4988,359459,0.1301,46755,12,0.5688,0.6433,99.16,0.0504,0.3329,0.177,0.3353,critical 7152,Senegal,2022,remote,Finance,Mid_Level,17.07,371239,0.1522,314723,0.2442,76848,30,0.5859,0.7209,197.85,0.062,0.7091,0.4533,0.5724,moderate 7153,Kenya,2020,capital,Education,Junior,50.61,1837405,0.0721,1704887,0.6049,1031342,53,0.7499,0.9294,595.14,0.0766,0.95,0.593,0.8094,high 7154,Botswana,2023,capital,Finance,Mid_Level,2.56,126055,0.0919,114468,0.8,91574,81,0.7478,0.9096,525.68,0.076,0.8562,0.7076,0.9223,high 7155,Kenya,2021,rural,Administration,Senior,51.68,1789142,0.1453,1529190,0.4283,654950,42,0.5855,0.7726,543.65,0.0901,0.8096,0.7506,0.6977,high 7156,Senegal,2020,remote,Finance,Junior,16.18,326878,0.1674,272173,0.2243,61059,38,0.5822,0.7478,298.11,0.0625,0.6989,0.3375,0.575,moderate 7157,Senegal,2024,rural,Health,Senior,18.0,414642,0.1219,364091,0.3614,131585,42,0.698,0.802,456.02,0.0719,0.602,0.3965,0.635,moderate 7158,Tanzania,2021,rural,Security,Mid_Level,61.31,1245971,0.2146,978623,0.2589,253367,26,0.5146,0.7633,304.46,0.063,0.6149,0.4669,0.5488,moderate 7159,South Africa,2024,rural,Security,Junior,62.0,3368090,0.1631,2818602,0.5286,1489791,70,0.7203,0.8938,462.82,0.0762,0.95,0.5408,0.7995,high 7160,South Africa,2019,urban,Finance,Director,59.58,3283766,0.1232,2879327,0.6854,1973549,44,0.6816,0.8815,1514.78,0.0645,0.8458,0.5755,0.7749,high 7161,Ghana,2024,urban,Administration,Senior,34.0,942415,0.143,807631,0.4491,362736,27,0.6237,0.6858,390.98,0.0537,0.7374,0.3913,0.6098,moderate 7162,Tanzania,2023,rural,Administration,Senior,65.05,1273461,0.1715,1055011,0.278,293270,24,0.573,0.8073,371.53,0.064,0.5966,0.4779,0.5652,moderate 7163,Rwanda,2025,urban,Administration,Senior,14.34,377602,0.0898,343688,0.5648,194118,61,0.8535,0.7824,813.69,0.0938,0.95,0.7471,0.8083,high 7164,Rwanda,2025,urban,ICT,Junior,14.34,398498,0.0668,371859,0.6358,236415,54,0.6569,0.8419,459.38,0.0641,0.8366,0.5339,0.7906,high 7165,Senegal,2019,urban,Education,Senior,15.76,333960,0.1088,297612,0.4322,128630,26,0.55,0.8141,376.88,0.0699,0.6693,0.3751,0.6224,moderate 7166,Rwanda,2025,capital,Administration,Junior,14.34,467711,0.0754,432461,0.6172,266924,56,0.7866,0.8901,429.67,0.0911,0.9244,0.7185,0.8233,high 7167,Senegal,2021,capital,Health,Mid_Level,16.62,420306,0.1119,373276,0.4933,184134,40,0.6572,0.7602,225.11,0.0643,0.6636,0.4705,0.6728,high 7168,Tanzania,2021,urban,Health,Senior,61.31,1263626,0.1651,1054980,0.3977,419553,27,0.5714,0.8206,288.49,0.0667,0.6617,0.4232,0.6072,moderate 7169,Ethiopia,2023,urban,Infrastructure,Mid_Level,122.93,1674729,0.2124,1318983,0.2814,371099,12,0.5765,0.7044,122.33,0.0538,0.3857,0.1979,0.4613,low 7170,Ghana,2019,rural,Agriculture,Junior,30.64,755457,0.1782,620870,0.4085,253649,28,0.685,0.695,249.02,0.0691,0.7319,0.4465,0.5997,moderate 7171,South Africa,2018,urban,Education,Mid_Level,59.11,3029999,0.1397,2606583,0.5931,1545995,72,0.7544,0.9131,427.33,0.0774,0.8785,0.7181,0.84,high 7172,Ghana,2022,remote,Health,Executive,32.62,715078,0.213,562786,0.249,140151,37,0.6992,0.7468,1213.75,0.0649,0.6522,0.4708,0.5758,moderate 7173,Rwanda,2024,remote,Infrastructure,Director,14.0,374991,0.1481,319445,0.3285,104940,52,0.774,0.9168,1294.0,0.0783,0.95,0.5333,0.7109,high 7174,Botswana,2024,rural,Agriculture,Mid_Level,2.6,109119,0.1034,97838,0.5116,50053,61,0.6899,0.8627,512.74,0.0744,0.9483,0.5325,0.782,high 7175,Botswana,2025,capital,Administration,Mid_Level,2.64,128347,0.0828,117717,0.7581,89242,82,0.7457,0.9329,594.94,0.0938,0.95,0.571,0.9159,high 7176,Senegal,2025,rural,Agriculture,Junior,18.49,368962,0.1314,320466,0.2861,91670,30,0.6794,0.7857,179.82,0.0675,0.6612,0.3672,0.5843,moderate 7177,Ghana,2021,capital,Finance,Junior,31.94,825867,0.1254,722336,0.5515,398384,40,0.7548,0.7848,204.69,0.0711,0.6012,0.3986,0.6742,high 7178,Ghana,2024,urban,Social_Services,Mid_Level,34.0,924154,0.1186,814509,0.5722,466022,36,0.6481,0.7439,191.48,0.0508,0.5619,0.4426,0.6654,high 7179,Tanzania,2019,rural,Administration,Junior,57.79,933609,0.2118,735906,0.3331,245116,32,0.5992,0.7545,219.9,0.061,0.6367,0.4543,0.5826,moderate 7180,Kenya,2025,urban,ICT,Senior,56.15,2149306,0.1122,1908111,0.5267,1004990,53,0.8131,0.8616,529.58,0.0895,0.95,0.6563,0.776,high 7181,South Africa,2024,urban,Administration,Junior,62.0,3180307,0.1177,2806013,0.6913,1939661,49,0.6066,0.9135,433.0,0.0849,0.95,0.7715,0.8251,high 7182,Tanzania,2025,capital,Health,Junior,69.01,1338166,0.1309,1163028,0.407,473400,27,0.6373,0.7215,267.44,0.0521,0.6707,0.4405,0.6059,moderate 7183,Ethiopia,2023,capital,Education,Director,122.93,1378815,0.1643,1152334,0.2905,334754,16,0.6462,0.6902,326.46,0.0601,0.3341,0.1947,0.478,low 7184,Ethiopia,2020,urban,Education,Director,114.15,1338124,0.1987,1072236,0.2968,318283,17,0.5026,0.6518,352.83,0.0536,0.3967,0.1618,0.4707,low 7185,DRC,2020,rural,Infrastructure,Mid_Level,92.57,608389,0.3649,386403,0.1336,51611,10,0.6035,0.6868,151.15,0.0571,0.4305,0.206,0.3838,low 7186,Ethiopia,2022,remote,Finance,Mid_Level,119.93,1535293,0.3962,926999,0.1438,133320,13,0.4762,0.6415,126.72,0.0569,0.3972,0.1664,0.372,low 7187,Tanzania,2021,rural,Security,Mid_Level,61.31,1058834,0.2135,832813,0.3201,266545,34,0.5424,0.6841,274.75,0.0613,0.6114,0.3307,0.5585,moderate 7188,Uganda,2018,rural,Finance,Mid_Level,40.56,304291,0.2232,236379,0.2732,64569,17,0.6452,0.7231,303.03,0.0606,0.7178,0.45,0.5302,moderate 7189,Ghana,2024,urban,Health,Mid_Level,34.0,800221,0.1166,706925,0.4613,326081,43,0.739,0.6784,314.83,0.0655,0.5948,0.4309,0.648,moderate 7190,Tanzania,2022,remote,Security,Junior,63.15,1019907,0.2583,756476,0.2493,188567,31,0.6637,0.8096,282.0,0.0713,0.6439,0.4373,0.5548,moderate 7191,Uganda,2022,capital,Education,Junior,46.01,339384,0.1403,291784,0.3317,96785,21,0.5245,0.8225,246.98,0.0682,0.648,0.3931,0.5778,moderate 7192,South Africa,2023,rural,Education,Junior,61.51,3551353,0.1421,3046549,0.5356,1631747,69,0.7496,0.7883,569.86,0.0777,0.9466,0.5506,0.7888,high 7193,Kenya,2018,capital,Education,Junior,48.55,1601525,0.0946,1450016,0.5461,791867,53,0.6881,0.8212,497.61,0.0941,0.95,0.6873,0.7823,high 7194,Ghana,2025,urban,Justice,Junior,34.71,754050,0.128,657551,0.5393,354602,41,0.6382,0.8121,227.91,0.0575,0.5816,0.4665,0.682,high 7195,Kenya,2018,rural,Education,Junior,48.55,1566578,0.1193,1379658,0.3984,549709,62,0.8501,0.7813,403.45,0.0905,0.95,0.6809,0.7551,high 7196,Botswana,2020,capital,Administration,Junior,2.45,102852,0.0731,95332,0.7904,75346,69,0.8315,0.8693,574.41,0.0919,0.9225,0.5852,0.883,high 7197,Ethiopia,2021,capital,Administration,Junior,117.0,1545405,0.2306,1189076,0.2988,355347,11,0.5899,0.662,137.69,0.0572,0.3323,0.2236,0.4495,low 7198,Ethiopia,2025,remote,Justice,Junior,129.15,1445753,0.3416,951923,0.1618,153977,17,0.5577,0.6455,126.41,0.0535,0.4449,0.1822,0.4071,low 7199,Kenya,2025,capital,Agriculture,Senior,56.15,1734302,0.0874,1582685,0.553,875217,43,0.5976,0.8274,641.7,0.0936,0.95,0.5923,0.7522,high 7200,South Africa,2024,rural,Education,Junior,62.0,3553159,0.1475,3029051,0.3986,1207512,53,0.749,0.8145,441.62,0.0695,0.8369,0.7075,0.7219,high 7201,Rwanda,2023,rural,Infrastructure,Mid_Level,13.67,407072,0.093,369222,0.4974,183665,56,0.7739,0.8462,627.33,0.0655,0.95,0.634,0.7764,high 7202,Botswana,2018,urban,Finance,Mid_Level,2.38,111995,0.0958,101262,0.7357,74496,69,0.8213,0.855,508.39,0.0927,0.7806,0.7594,0.8647,high 7203,Rwanda,2025,rural,Social_Services,Junior,14.34,437209,0.0963,395101,0.4512,178280,66,0.8124,0.8548,375.46,0.0879,0.865,0.7175,0.7902,high 7204,Ethiopia,2023,remote,Security,Junior,122.93,1371934,0.4276,785349,0.1441,113183,15,0.5909,0.5983,96.14,0.0628,0.3957,0.1624,0.3622,low 7205,Rwanda,2023,capital,Justice,Junior,13.67,413392,0.0708,384110,0.6089,233895,69,0.7881,0.9031,537.47,0.074,0.8766,0.6738,0.8475,high 7206,South Africa,2022,remote,Infrastructure,Junior,61.02,3683051,0.2389,2803260,0.3267,915880,65,0.6465,0.928,618.14,0.0729,0.7821,0.5655,0.7084,high 7207,Nigeria,2025,rural,Infrastructure,Senior,235.75,4766014,0.2341,3650358,0.342,1248440,25,0.6055,0.7442,414.95,0.0579,0.6287,0.4625,0.5602,moderate 7208,Mozambique,2024,remote,Health,Junior,33.0,361390,0.3701,227655,0.138,31416,17,0.594,0.6798,141.0,0.0519,0.3837,0.2104,0.3959,low 7209,Tanzania,2024,capital,Security,Junior,67.0,1164292,0.1098,1036401,0.3833,397255,21,0.6011,0.7513,308.49,0.0535,0.5677,0.3855,0.5789,moderate 7210,Kenya,2024,capital,Health,Mid_Level,55.0,1682087,0.0796,1548158,0.5952,921510,36,0.7376,0.8708,423.84,0.0761,0.95,0.7245,0.767,high 7211,South Africa,2021,urban,Education,Junior,60.54,2960080,0.1207,2602826,0.6032,1569925,45,0.761,0.8858,610.4,0.0764,0.95,0.6849,0.7795,high 7212,Tanzania,2020,urban,Agriculture,Junior,59.53,940187,0.1469,802041,0.4335,347650,19,0.5704,0.7848,235.54,0.0509,0.6785,0.4697,0.6017,moderate 7213,Tanzania,2025,remote,ICT,Senior,69.01,1153115,0.2628,850088,0.237,201462,30,0.6877,0.6761,378.72,0.0669,0.6127,0.3485,0.5161,moderate 7214,Kenya,2019,urban,Infrastructure,Junior,49.57,1947597,0.1033,1746390,0.5784,1010184,61,0.7187,0.8465,611.85,0.0907,0.95,0.6323,0.8065,high 7215,Ghana,2024,rural,Education,Junior,34.0,931871,0.1914,753529,0.3259,245572,44,0.672,0.741,224.92,0.0569,0.7077,0.4233,0.6179,moderate 7216,DRC,2021,rural,Finance,Mid_Level,95.53,650143,0.3373,430851,0.1663,71652,13,0.5786,0.6648,105.02,0.0706,0.362,0.2147,0.3971,low 7217,South Africa,2022,urban,Education,Mid_Level,61.02,2816632,0.137,2430645,0.6982,1697029,69,0.6681,0.9313,380.71,0.0752,0.9045,0.7575,0.8687,high 7218,Tanzania,2023,urban,Security,Junior,65.05,1168630,0.1192,1029379,0.3556,366017,33,0.6644,0.6904,233.82,0.0688,0.603,0.4531,0.6008,moderate 7219,Mozambique,2018,urban,Agriculture,Junior,28.12,303546,0.227,234645,0.2238,52514,16,0.6307,0.668,107.85,0.0621,0.3544,0.2372,0.4486,low 7220,DRC,2024,urban,Education,Senior,105.0,651971,0.2565,484743,0.1952,94602,12,0.6203,0.6324,204.11,0.0485,0.4238,0.2164,0.4235,low 7221,Uganda,2018,remote,ICT,Mid_Level,40.56,344363,0.3149,235937,0.1662,39223,22,0.6578,0.7684,319.66,0.0705,0.6052,0.4357,0.4872,low 7222,Senegal,2023,remote,Education,Junior,17.53,337558,0.1896,273541,0.2722,74470,33,0.7251,0.7996,320.27,0.0504,0.5713,0.4694,0.5772,moderate 7223,Ghana,2020,capital,Education,Junior,31.29,854038,0.1319,741416,0.5945,440738,28,0.6543,0.6775,218.89,0.0506,0.7216,0.3678,0.6462,moderate 7224,Senegal,2025,capital,Finance,Director,18.49,377459,0.103,338571,0.4659,157739,25,0.665,0.7,642.37,0.0611,0.5553,0.4596,0.6097,moderate 7225,Botswana,2018,urban,Education,Junior,2.38,105954,0.0995,95408,0.7788,74299,47,0.788,0.881,470.31,0.0803,0.8924,0.5844,0.8171,high 7226,Uganda,2025,capital,Finance,Senior,50.57,393166,0.1528,333089,0.3788,126171,28,0.6331,0.6974,434.22,0.0484,0.5894,0.4177,0.5818,moderate 7227,Nigeria,2018,capital,Security,Executive,198.33,3518311,0.1679,2927460,0.4683,1371023,35,0.6609,0.7331,776.5,0.0633,0.7389,0.3682,0.6333,moderate 7228,Uganda,2021,urban,Health,Junior,44.58,400217,0.205,318167,0.4098,130371,28,0.6883,0.7009,255.8,0.0576,0.6765,0.4496,0.5889,moderate 7229,Ethiopia,2025,capital,Security,Senior,129.15,1687323,0.1772,1388258,0.2786,386734,13,0.538,0.6891,233.39,0.0689,0.3606,0.1946,0.4667,low 7230,Ethiopia,2024,urban,Health,Mid_Level,126.0,1617003,0.2462,1218914,0.3085,376038,12,0.554,0.6037,91.35,0.0685,0.3626,0.2175,0.4441,low 7231,Senegal,2023,capital,Health,Junior,17.53,386253,0.0952,349479,0.4701,164293,23,0.6052,0.7459,309.89,0.0512,0.6505,0.4044,0.6186,moderate 7232,Botswana,2022,capital,Health,Junior,2.52,103653,0.0777,95599,0.8,76479,61,0.7067,0.8417,530.42,0.0855,0.8736,0.5832,0.855,high 7233,Kenya,2022,urban,Education,Junior,52.76,2034606,0.1095,1811905,0.607,1099780,61,0.8553,0.7986,409.89,0.0843,0.95,0.6701,0.8087,high 7234,Tanzania,2025,remote,Social_Services,Mid_Level,69.01,1319011,0.247,993255,0.2179,216474,21,0.5076,0.6769,258.23,0.0574,0.5724,0.4388,0.4979,low 7235,Kenya,2022,urban,Administration,Junior,52.76,1849894,0.1089,1648449,0.6443,1062157,55,0.7229,0.7946,357.17,0.0907,0.8659,0.7558,0.8027,high 7236,South Africa,2022,capital,Health,Mid_Level,61.02,3706045,0.116,3275993,0.699,2289942,44,0.6711,0.7944,497.12,0.0692,0.7819,0.7667,0.7798,high 7237,Mozambique,2023,remote,Education,Mid_Level,32.13,313979,0.309,216964,0.1413,30656,23,0.5712,0.6218,86.41,0.0488,0.39,0.2089,0.4187,low 7238,Tanzania,2024,urban,Security,Junior,67.0,1042298,0.1568,878828,0.362,318173,30,0.6792,0.8207,204.62,0.068,0.5983,0.3495,0.5942,moderate 7239,Tanzania,2022,capital,Security,Senior,63.15,1263594,0.1044,1131621,0.3853,436023,27,0.6388,0.7863,292.77,0.0647,0.6617,0.3586,0.6077,moderate 7240,Mozambique,2019,remote,Justice,Junior,28.88,257182,0.3702,161965,0.1321,21399,12,0.5713,0.6515,98.99,0.07,0.4191,0.1771,0.3778,low 7241,Tanzania,2025,urban,Education,Junior,69.01,1299106,0.144,1112051,0.3936,437667,26,0.6091,0.6871,245.07,0.0699,0.7156,0.4239,0.5944,moderate 7242,Rwanda,2025,remote,Security,Junior,14.34,372121,0.1407,319774,0.3353,107219,78,0.8234,0.7723,375.93,0.0713,0.94,0.665,0.77,high 7243,South Africa,2018,urban,Health,Junior,59.11,3126426,0.1173,2759596,0.703,1939881,44,0.6186,0.8498,574.13,0.0921,0.9066,0.7591,0.8004,high 7244,Senegal,2022,rural,Education,Junior,17.07,403853,0.154,341672,0.3389,115800,38,0.684,0.7105,195.36,0.0484,0.6944,0.4092,0.6082,moderate 7245,South Africa,2020,capital,Education,Mid_Level,60.06,2849614,0.1085,2540571,0.6879,1747642,66,0.8387,0.9195,634.03,0.0788,0.95,0.6872,0.8615,high 7246,Tanzania,2022,rural,Justice,Senior,63.15,1043529,0.1537,883112,0.2664,235241,31,0.6358,0.7716,432.57,0.0529,0.6855,0.3465,0.5746,moderate 7247,Botswana,2022,capital,Education,Mid_Level,2.52,128925,0.0747,119300,0.7799,93042,81,0.7737,0.9123,555.49,0.0712,0.9013,0.729,0.9287,high 7248,Mozambique,2021,rural,Education,Junior,30.47,331251,0.2626,244268,0.1974,48221,23,0.6794,0.6477,124.58,0.0554,0.4008,0.2268,0.4511,low 7249,DRC,2019,capital,Finance,Mid_Level,89.7,462045,0.2115,364308,0.209,76131,15,0.5795,0.6681,84.77,0.0494,0.3712,0.1712,0.4413,low 7250,Ghana,2018,urban,Administration,Director,30.01,766839,0.1252,670840,0.4808,322514,48,0.634,0.7246,678.02,0.0657,0.5543,0.3574,0.6588,high 7251,Mozambique,2019,capital,Justice,Mid_Level,28.88,303644,0.161,254744,0.3225,82165,22,0.5758,0.6061,101.58,0.0608,0.4172,0.1661,0.4946,low 7252,Ethiopia,2024,urban,Social_Services,Mid_Level,126.0,1526650,0.1939,1230557,0.2942,362077,14,0.5711,0.7059,98.43,0.0666,0.4011,0.2388,0.4799,low 7253,Ethiopia,2020,remote,Education,Mid_Level,114.15,1440547,0.3622,918847,0.1517,139365,19,0.6157,0.6839,139.68,0.055,0.3514,0.1735,0.4,low 7254,Nigeria,2022,urban,Education,Junior,218.92,4039133,0.1453,3452437,0.4468,1542606,32,0.6676,0.7869,283.58,0.0495,0.6773,0.4637,0.6375,moderate 7255,South Africa,2025,capital,Finance,Junior,62.5,3012969,0.1138,2669983,0.6794,1814068,71,0.8257,0.8232,397.97,0.0671,0.8653,0.626,0.8415,high 7256,Tanzania,2018,urban,Social_Services,Junior,56.11,881951,0.1615,739553,0.3779,279449,24,0.5241,0.7663,281.23,0.0542,0.6246,0.473,0.5888,moderate 7257,Kenya,2022,rural,Education,Junior,52.76,1650248,0.112,1465495,0.4131,605353,45,0.6405,0.8617,574.5,0.096,0.7938,0.6212,0.7085,high 7258,Uganda,2020,urban,Health,Junior,43.2,324780,0.1904,262957,0.3073,80808,22,0.6667,0.7939,271.8,0.0601,0.6363,0.3644,0.5534,moderate 7259,South Africa,2022,urban,Social_Services,Junior,61.02,2986399,0.1322,2591580,0.6528,1691845,69,0.8502,0.8629,498.99,0.0951,0.95,0.699,0.847,high 7260,Kenya,2022,capital,Health,Senior,52.76,1666294,0.0859,1523206,0.6443,981354,58,0.7362,0.8998,700.38,0.0669,0.95,0.5477,0.8193,high 7261,South Africa,2022,capital,Agriculture,Junior,61.02,3366878,0.1036,3017985,0.7933,2394026,51,0.661,0.8272,373.09,0.0916,0.7996,0.5723,0.8112,high 7262,Tanzania,2019,capital,Finance,Junior,57.79,1159556,0.1445,991945,0.3948,391654,22,0.5532,0.7562,247.74,0.0571,0.6047,0.4564,0.5871,moderate 7263,Ghana,2021,capital,Justice,Junior,31.94,871192,0.1226,764391,0.4839,369873,33,0.6568,0.787,239.8,0.0615,0.57,0.3206,0.6299,moderate 7264,Rwanda,2019,urban,Infrastructure,Junior,12.43,420705,0.0644,393597,0.6678,262859,95,0.876,0.9027,514.28,0.0668,0.817,0.6485,0.9203,high 7265,Ethiopia,2020,rural,Education,Junior,114.15,1491801,0.3013,1042349,0.2117,220628,13,0.5472,0.5995,135.38,0.051,0.4243,0.1951,0.412,low 7266,Ghana,2018,remote,Administration,Junior,30.01,649736,0.1919,525068,0.265,139142,38,0.6884,0.8213,258.9,0.0616,0.7386,0.3794,0.5983,moderate 7267,Senegal,2025,urban,Justice,Mid_Level,18.49,449084,0.0989,404671,0.459,185734,23,0.6563,0.7127,304.77,0.0601,0.6828,0.3584,0.6086,moderate 7268,South Africa,2022,rural,Security,Mid_Level,61.02,3381617,0.1302,2941405,0.4028,1184694,73,0.8169,0.8954,583.35,0.0914,0.95,0.5704,0.787,high 7269,Uganda,2022,urban,Security,Senior,46.01,410135,0.1621,343670,0.3764,129352,18,0.588,0.7095,267.08,0.0494,0.6454,0.3714,0.5567,moderate 7270,Senegal,2025,capital,Administration,Mid_Level,18.49,403947,0.0897,367727,0.4265,156826,31,0.6106,0.7087,282.74,0.0635,0.6148,0.4704,0.6265,moderate 7271,Ghana,2024,rural,Social_Services,Senior,34.0,846227,0.1992,677690,0.3809,258164,26,0.5959,0.7927,361.4,0.0698,0.7059,0.4068,0.5906,moderate 7272,Uganda,2020,capital,ICT,Junior,43.2,320109,0.1653,267192,0.3897,104113,29,0.5425,0.8061,195.82,0.0596,0.7213,0.4482,0.6165,moderate 7273,Mozambique,2025,rural,Justice,Director,33.89,329879,0.2594,244302,0.1948,47590,21,0.5436,0.684,357.55,0.0622,0.3559,0.2237,0.4469,low 7274,Rwanda,2025,urban,Education,Director,14.34,369178,0.088,336688,0.5862,197364,82,0.7912,0.818,960.58,0.0831,0.95,0.5534,0.8526,high 7275,Mozambique,2024,urban,Education,Junior,33.0,358548,0.1745,295965,0.2378,70385,13,0.6241,0.6717,133.04,0.0711,0.3819,0.2013,0.4574,low 7276,DRC,2019,rural,Security,Junior,89.7,464322,0.3033,323502,0.1365,44146,14,0.6193,0.6208,101.46,0.0639,0.4234,0.2156,0.4003,low 7277,South Africa,2022,urban,Security,Mid_Level,61.02,2955124,0.097,2668351,0.6729,1795578,53,0.611,0.7681,392.81,0.0667,0.95,0.762,0.8129,high 7278,Kenya,2019,rural,Infrastructure,Mid_Level,49.57,1569286,0.1072,1401056,0.4571,640356,62,0.8445,0.8014,509.74,0.0762,0.95,0.6572,0.7734,high 7279,Senegal,2019,urban,Agriculture,Mid_Level,15.76,373099,0.136,322342,0.4472,144136,32,0.6385,0.7793,213.83,0.0622,0.6007,0.3885,0.6236,moderate 7280,Rwanda,2022,urban,Agriculture,Junior,13.35,459204,0.0795,422681,0.5423,229239,87,0.8165,0.8178,590.35,0.0809,0.7872,0.6879,0.8534,high 7281,Senegal,2019,rural,Infrastructure,Junior,15.76,387088,0.1352,334739,0.3107,104015,28,0.6161,0.7296,226.78,0.0657,0.7452,0.3954,0.5874,moderate 7282,Uganda,2023,rural,Security,Senior,47.48,404325,0.2989,283491,0.2919,82740,23,0.572,0.8227,344.95,0.0552,0.5603,0.4748,0.5327,moderate 7283,Tanzania,2024,capital,Education,Junior,67.0,1382575,0.0999,1244485,0.3741,465582,30,0.5639,0.6753,266.67,0.0592,0.6249,0.322,0.5895,moderate 7284,Uganda,2018,rural,Administration,Junior,40.56,356560,0.2894,253387,0.2837,71877,28,0.703,0.7173,175.98,0.0577,0.691,0.3747,0.5327,moderate 7285,Senegal,2022,urban,Finance,Mid_Level,17.07,417162,0.1277,363910,0.5196,189085,28,0.6053,0.7774,251.57,0.0578,0.5834,0.4112,0.6341,moderate 7286,DRC,2025,rural,Infrastructure,Mid_Level,108.36,581118,0.3613,371145,0.1617,59996,10,0.6171,0.616,110.49,0.0597,0.4409,0.1883,0.3804,low 7287,Mozambique,2022,urban,Health,Junior,31.29,342875,0.1925,276879,0.2642,73139,20,0.5849,0.6235,155.34,0.0544,0.3519,0.2221,0.4688,low 7288,Kenya,2018,urban,Education,Junior,48.55,1676290,0.0948,1517447,0.5588,847932,65,0.8699,0.7772,611.86,0.0816,0.8983,0.7155,0.8065,high 7289,Ethiopia,2023,remote,Health,Junior,122.93,1559474,0.3896,951838,0.172,163733,17,0.5644,0.6316,118.3,0.0536,0.3516,0.2246,0.3905,low 7290,Uganda,2019,capital,Health,Junior,41.86,287632,0.1425,246641,0.392,96674,27,0.693,0.72,234.42,0.0533,0.6483,0.4235,0.595,moderate 7291,Botswana,2024,capital,Social_Services,Mid_Level,2.6,130761,0.0702,121578,0.7104,86374,48,0.6876,0.829,634.37,0.0891,0.95,0.7208,0.8215,high 7292,Ethiopia,2020,rural,Security,Mid_Level,114.15,1450680,0.2523,1084614,0.201,218028,10,0.5083,0.6852,110.38,0.0491,0.4473,0.1749,0.4272,low 7293,Ghana,2020,capital,Administration,Junior,31.29,723707,0.1258,632696,0.5564,352002,47,0.7412,0.709,212.51,0.0598,0.6601,0.3956,0.6871,high 7294,Ghana,2022,remote,Finance,Junior,32.62,884544,0.2417,670716,0.2564,172004,46,0.7554,0.7177,211.44,0.0648,0.6955,0.4363,0.5895,moderate 7295,Ghana,2018,rural,Administration,Junior,30.01,671419,0.1758,553361,0.3277,181347,31,0.5412,0.7145,269.58,0.0535,0.6596,0.4437,0.583,moderate 7296,Tanzania,2021,remote,Education,Executive,61.31,1008416,0.2452,761119,0.221,168222,23,0.5401,0.6874,1175.39,0.0519,0.6758,0.3502,0.5072,moderate 7297,South Africa,2022,capital,Education,Mid_Level,61.02,3536794,0.125,3094520,0.7804,2414864,50,0.6361,0.809,642.06,0.0954,0.95,0.7002,0.8252,high 7298,Kenya,2021,rural,Social_Services,Junior,51.68,1693961,0.1504,1439221,0.4289,617248,68,0.8038,0.9338,506.25,0.09,0.9104,0.7573,0.7965,high 7299,South Africa,2020,urban,Health,Senior,60.06,3009978,0.0962,2720376,0.5879,1599422,74,0.7797,0.7866,800.81,0.0941,0.95,0.6863,0.8396,high 7300,Ghana,2022,urban,Finance,Junior,32.62,826006,0.1054,738929,0.4289,316903,39,0.6238,0.7947,290.77,0.0687,0.6472,0.4563,0.6579,high 7301,Ghana,2023,remote,Finance,Mid_Level,33.3,769873,0.2357,588444,0.2921,171898,40,0.5902,0.7448,322.31,0.0718,0.7386,0.4728,0.597,moderate 7302,Uganda,2023,rural,Administration,Mid_Level,47.48,359171,0.2896,255150,0.2285,58300,21,0.6468,0.7959,234.05,0.0581,0.6282,0.4414,0.5136,moderate 7303,Tanzania,2020,urban,Education,Senior,59.53,1224153,0.1158,1082408,0.3943,426742,29,0.585,0.7089,279.22,0.0596,0.6166,0.3241,0.5925,moderate 7304,Tanzania,2022,rural,ICT,Mid_Level,63.15,1089738,0.1598,915619,0.3116,285286,18,0.6455,0.7112,193.82,0.0615,0.6713,0.4198,0.5487,moderate 7305,Rwanda,2019,rural,Health,Executive,12.43,370474,0.0903,337022,0.4502,151723,70,0.6848,0.8047,2245.08,0.0896,0.9024,0.6603,0.7919,high 7306,South Africa,2021,capital,Finance,Junior,60.54,3440994,0.0878,3138869,0.6496,2038940,62,0.6848,0.8404,498.01,0.0691,0.859,0.6735,0.8248,high 7307,Senegal,2024,urban,Health,Mid_Level,18.0,379720,0.1114,337416,0.5139,173414,31,0.7015,0.7157,278.89,0.0584,0.7357,0.4384,0.6529,high 7308,DRC,2020,rural,Administration,Mid_Level,92.57,616021,0.3115,424099,0.1682,71349,9,0.5928,0.656,87.94,0.0545,0.3897,0.2013,0.3942,low 7309,DRC,2023,rural,Justice,Senior,101.74,630100,0.2978,442452,0.1633,72238,11,0.4749,0.647,213.49,0.0585,0.3743,0.1756,0.3959,low 7310,Ghana,2022,urban,Security,Junior,32.62,781553,0.1391,672845,0.4297,289151,28,0.6982,0.6763,289.27,0.0566,0.6088,0.434,0.5984,moderate 7311,Kenya,2024,urban,Health,Senior,55.0,2156005,0.098,1944726,0.5275,1025835,67,0.7532,0.9195,634.21,0.0932,0.95,0.6354,0.8213,high 7312,Ghana,2018,urban,Social_Services,Mid_Level,30.01,704911,0.1311,612515,0.5655,346387,35,0.5874,0.802,255.94,0.0617,0.7329,0.3845,0.6781,high 7313,Ethiopia,2023,remote,Agriculture,Mid_Level,122.93,1472685,0.3073,1020182,0.1459,148867,13,0.5112,0.6205,146.82,0.0622,0.4417,0.1962,0.399,low 7314,Senegal,2023,rural,Administration,Junior,17.53,363790,0.1664,303242,0.3602,109239,25,0.6097,0.7121,302.18,0.0662,0.6609,0.4203,0.5759,moderate 7315,Ethiopia,2025,capital,Security,Junior,129.15,1759456,0.1849,1434072,0.2895,415169,10,0.4608,0.711,140.0,0.0706,0.377,0.1845,0.4639,low 7316,Rwanda,2023,rural,ICT,Junior,13.67,418611,0.1044,374926,0.4645,174153,96,0.95,0.8916,464.91,0.076,0.95,0.6164,0.8704,high 7317,Ethiopia,2023,remote,Agriculture,Mid_Level,122.93,1555155,0.3842,957739,0.1566,149997,17,0.4978,0.6773,97.22,0.0671,0.4034,0.1928,0.3968,low 7318,DRC,2021,urban,Education,Junior,95.53,544917,0.2482,409666,0.1967,80573,8,0.5823,0.6892,149.36,0.0518,0.3468,0.1778,0.413,low 7319,Ethiopia,2018,rural,Security,Junior,108.65,1385494,0.2683,1013717,0.2249,227941,13,0.5413,0.6995,138.85,0.0515,0.3758,0.1828,0.4324,low 7320,Uganda,2021,capital,Health,Director,44.58,404797,0.1575,341042,0.3919,133655,24,0.546,0.798,529.92,0.0557,0.5784,0.3446,0.5806,moderate 7321,Mozambique,2022,remote,Health,Junior,31.29,307028,0.3453,201014,0.1338,26901,13,0.6142,0.6651,148.49,0.0628,0.382,0.1982,0.3874,low 7322,Ghana,2022,capital,Education,Senior,32.62,937386,0.1139,830612,0.5704,473786,43,0.759,0.6764,419.74,0.0612,0.584,0.4674,0.6782,high 7323,Kenya,2023,urban,Health,Mid_Level,53.87,2082899,0.108,1857935,0.6533,1213755,42,0.7313,0.8986,583.29,0.0761,0.9236,0.7112,0.7896,high 7324,Kenya,2018,urban,Security,Mid_Level,48.55,1899150,0.1071,1695753,0.641,1087020,62,0.7882,0.9287,447.22,0.0952,0.8472,0.5703,0.8195,high 7325,Tanzania,2024,remote,Education,Junior,67.0,1076358,0.2028,858095,0.2093,179598,21,0.5216,0.7252,295.15,0.069,0.607,0.468,0.5204,moderate 7326,Botswana,2018,capital,Agriculture,Senior,2.38,119445,0.0871,109045,0.7316,79779,83,0.7128,0.7719,834.37,0.0701,0.95,0.6577,0.8952,high 7327,Ghana,2019,remote,Education,Junior,30.64,681535,0.2434,515631,0.2946,151914,44,0.6569,0.769,279.11,0.0716,0.6608,0.3634,0.5906,moderate 7328,DRC,2018,urban,Health,Junior,86.92,523298,0.2021,417520,0.1885,78702,8,0.5363,0.5882,120.56,0.0627,0.3578,0.2338,0.414,low 7329,DRC,2025,remote,Administration,Junior,108.36,616174,0.3794,382370,0.1063,40639,12,0.6031,0.6973,99.94,0.057,0.4249,0.2218,0.381,low 7330,Senegal,2024,capital,Health,Senior,18.0,422799,0.114,374607,0.5662,212084,42,0.6685,0.7985,349.48,0.0685,0.6952,0.408,0.6981,high 7331,Mozambique,2020,remote,Justice,Mid_Level,29.66,303451,0.2902,215380,0.1424,30667,14,0.5036,0.6395,149.76,0.0614,0.4049,0.2016,0.4046,low 7332,Kenya,2020,capital,ICT,Junior,50.61,1779778,0.078,1640942,0.6278,1030249,66,0.8141,0.8933,608.03,0.0933,0.95,0.7074,0.8522,high 7333,DRC,2025,urban,Security,Junior,108.36,596619,0.2164,467498,0.2169,101395,13,0.5299,0.6166,122.74,0.0562,0.3555,0.1726,0.4279,low 7334,Senegal,2021,urban,Education,Junior,16.62,360076,0.1012,323652,0.4491,145339,27,0.6297,0.8067,251.39,0.0693,0.7327,0.3967,0.6384,moderate 7335,Tanzania,2019,urban,Education,Junior,57.79,922613,0.1488,785332,0.4361,342512,29,0.5872,0.7046,234.22,0.0549,0.7271,0.4532,0.6181,moderate 7336,Nigeria,2018,rural,Finance,Mid_Level,198.33,3952948,0.1848,3222449,0.3024,974362,38,0.6931,0.6836,263.19,0.0528,0.6892,0.3688,0.5827,moderate 7337,Senegal,2025,capital,Social_Services,Junior,18.49,398717,0.1063,356352,0.4973,177210,29,0.5689,0.8236,232.74,0.0611,0.7364,0.3469,0.6521,high 7338,Ethiopia,2022,remote,Agriculture,Junior,119.93,1591783,0.4063,945062,0.1473,139214,11,0.5651,0.7088,154.29,0.0685,0.3825,0.2073,0.3781,low 7339,Senegal,2023,capital,Infrastructure,Junior,17.53,429899,0.1098,382697,0.4373,167368,26,0.6345,0.8056,259.41,0.0687,0.6185,0.3544,0.615,moderate 7340,Rwanda,2025,capital,Education,Junior,14.34,431718,0.062,404936,0.6074,245954,63,0.7393,0.9247,640.66,0.0811,0.8141,0.7237,0.8363,high 7341,Ethiopia,2020,capital,Social_Services,Junior,114.15,1186450,0.1851,966821,0.2854,275941,16,0.6463,0.6464,149.8,0.0643,0.3488,0.2301,0.4699,low 7342,Tanzania,2024,urban,Infrastructure,Junior,67.0,1060096,0.1263,926161,0.4276,395991,19,0.5694,0.7593,250.77,0.0656,0.592,0.4761,0.5935,moderate 7343,Ethiopia,2021,rural,Administration,Junior,117.0,1609590,0.3117,1107853,0.1935,214376,15,0.5252,0.6835,141.58,0.0573,0.4118,0.1769,0.4193,low 7344,Kenya,2020,urban,Education,Mid_Level,50.61,1583635,0.1009,1423814,0.5342,760664,50,0.7145,0.7819,529.07,0.0908,0.95,0.6979,0.7654,high 7345,DRC,2023,remote,Administration,Mid_Level,101.74,541415,0.4331,306903,0.1117,34269,15,0.6005,0.6653,103.14,0.056,0.3642,0.1995,0.3633,low 7346,Botswana,2021,urban,Health,Junior,2.49,124146,0.0744,114910,0.5836,67062,71,0.7253,0.8554,388.95,0.0948,0.95,0.6083,0.8389,high 7347,Botswana,2025,rural,Health,Director,2.64,103133,0.1396,88732,0.4542,40305,50,0.7141,0.8393,1171.52,0.0928,0.7758,0.5936,0.7165,high 7348,Senegal,2019,capital,Health,Junior,15.76,310979,0.0892,283244,0.5091,144195,26,0.6845,0.7209,258.54,0.0672,0.698,0.3253,0.6304,moderate 7349,Uganda,2021,rural,Administration,Mid_Level,44.58,344525,0.2591,255258,0.2804,71571,21,0.6531,0.7217,316.61,0.0649,0.7253,0.4739,0.536,moderate 7350,South Africa,2018,rural,Education,Junior,59.11,3123681,0.1696,2593871,0.4185,1085409,76,0.8975,0.9307,436.08,0.0792,0.95,0.673,0.8041,high 7351,Mozambique,2024,capital,Infrastructure,Director,33.0,356244,0.1499,302857,0.306,92687,15,0.5829,0.6328,366.68,0.0685,0.4402,0.2032,0.4858,low 7352,Uganda,2022,capital,Security,Director,46.01,407527,0.1599,342345,0.3608,123501,20,0.6367,0.7576,527.7,0.0624,0.6177,0.4167,0.5673,moderate 7353,Tanzania,2020,rural,Infrastructure,Mid_Level,59.53,923458,0.2174,722710,0.2521,182195,20,0.5102,0.7055,239.54,0.0491,0.6155,0.4415,0.5202,moderate 7354,Nigeria,2023,capital,Social_Services,Junior,224.39,4919430,0.1349,4255782,0.5272,2243729,36,0.6075,0.7654,241.33,0.0589,0.6385,0.4233,0.6591,high 7355,Senegal,2021,rural,Education,Senior,16.62,410838,0.1626,344039,0.3406,117186,35,0.6171,0.738,377.07,0.0554,0.6065,0.4046,0.5938,moderate 7356,Kenya,2023,urban,Education,Junior,53.87,2001856,0.1052,1791202,0.6163,1103949,57,0.6697,0.8342,517.04,0.0947,0.8226,0.6765,0.7953,high 7357,South Africa,2021,urban,Justice,Mid_Level,60.54,3238059,0.0987,2918338,0.5646,1647816,60,0.8162,0.8497,519.23,0.0958,0.8401,0.6572,0.7937,high 7358,Uganda,2024,remote,Social_Services,Mid_Level,49.0,409536,0.3541,264513,0.1866,49369,26,0.6119,0.7233,241.41,0.0701,0.6663,0.4675,0.495,low 7359,Botswana,2025,rural,Health,Director,2.64,127684,0.1134,113199,0.4925,55748,48,0.7691,0.9225,958.05,0.0884,0.9191,0.5594,0.751,high 7360,Ghana,2023,rural,Infrastructure,Junior,33.3,948760,0.167,790340,0.4131,326497,34,0.646,0.7549,198.18,0.0703,0.6787,0.4535,0.623,moderate 7361,Ghana,2018,capital,Finance,Director,30.01,832865,0.1261,727867,0.5893,428901,40,0.6976,0.7336,768.54,0.0562,0.6276,0.3467,0.6733,high 7362,Rwanda,2018,capital,Health,Mid_Level,12.14,343351,0.0645,321207,0.6483,208234,66,0.6898,0.7834,616.04,0.075,0.8822,0.7385,0.8405,high 7363,Ethiopia,2020,rural,Education,Junior,114.15,1485651,0.3026,1036030,0.186,192700,14,0.6037,0.7142,110.61,0.058,0.4241,0.1641,0.4218,low 7364,Kenya,2022,urban,Health,Mid_Level,52.76,2117528,0.1058,1893531,0.5716,1082249,60,0.706,0.7875,455.08,0.0693,0.9048,0.7739,0.8024,high 7365,Senegal,2024,rural,Education,Junior,18.0,417388,0.1286,363723,0.336,122204,39,0.7317,0.7449,179.36,0.0704,0.6581,0.427,0.6196,moderate 7366,Kenya,2025,capital,Social_Services,Director,56.15,1746523,0.1004,1571118,0.7142,1122029,43,0.6899,0.8385,1455.33,0.095,0.95,0.6656,0.7983,high 7367,Kenya,2023,remote,Health,Junior,53.87,1855886,0.1751,1530854,0.2977,455696,49,0.7829,0.7676,421.98,0.0958,0.8323,0.7144,0.6729,high 7368,Senegal,2018,capital,Education,Mid_Level,15.34,353788,0.0917,321352,0.4843,155623,41,0.591,0.675,243.78,0.0711,0.7208,0.3621,0.6602,high 7369,South Africa,2019,urban,ICT,Senior,59.58,3465325,0.1121,3076861,0.6061,1864927,42,0.675,0.8465,621.22,0.0677,0.95,0.6438,0.7649,high 7370,Mozambique,2023,capital,Health,Junior,32.13,341079,0.1436,292104,0.294,85873,17,0.6352,0.6555,138.89,0.0615,0.4012,0.1785,0.4864,low 7371,Kenya,2020,rural,ICT,Junior,50.61,1780044,0.1138,1577453,0.379,597905,54,0.6238,0.8896,382.5,0.066,0.8304,0.7525,0.743,high 7372,Ethiopia,2018,rural,Finance,Mid_Level,108.65,1265261,0.2906,897631,0.2379,213552,13,0.4987,0.5892,129.61,0.051,0.4324,0.2089,0.4218,low 7373,Tanzania,2024,rural,Justice,Executive,67.0,1239835,0.1707,1028228,0.3002,308631,27,0.5547,0.7212,1094.0,0.0593,0.614,0.4132,0.5608,moderate 7374,Kenya,2020,remote,Justice,Junior,50.61,1688603,0.1425,1447917,0.289,418478,44,0.5943,0.8203,366.3,0.0884,0.824,0.5468,0.6567,high 7375,DRC,2024,rural,Finance,Senior,105.0,613611,0.3374,406601,0.1697,68983,9,0.4638,0.6655,164.84,0.0536,0.427,0.2076,0.3939,low 7376,Nigeria,2025,urban,Agriculture,Senior,235.75,4620082,0.1724,3823675,0.3958,1513520,21,0.6053,0.7225,309.8,0.0713,0.5983,0.4667,0.5732,moderate 7377,Rwanda,2023,capital,Administration,Junior,13.67,428424,0.0632,401330,0.5976,239826,72,0.7094,0.9207,536.86,0.0811,0.95,0.7529,0.872,high 7378,Ghana,2023,remote,Education,Director,33.3,878785,0.1965,706118,0.2831,199870,41,0.6449,0.7569,478.8,0.054,0.5537,0.3517,0.5782,moderate 7379,Ethiopia,2025,urban,Infrastructure,Mid_Level,129.15,1647188,0.2159,1291530,0.2547,328951,16,0.588,0.6381,155.34,0.057,0.3345,0.172,0.4461,low 7380,Botswana,2025,rural,Social_Services,Director,2.64,126008,0.102,113149,0.551,62350,55,0.7602,0.7706,1129.91,0.0805,0.95,0.7417,0.7845,high 7381,Senegal,2018,rural,Justice,Senior,15.34,340130,0.1564,286933,0.2941,84396,39,0.5862,0.7649,327.93,0.0508,0.5973,0.3222,0.5886,moderate 7382,Uganda,2019,urban,Agriculture,Junior,41.86,313259,0.2021,249963,0.3253,81317,20,0.5907,0.7464,231.7,0.0642,0.6076,0.3823,0.5418,moderate 7383,Mozambique,2022,urban,Education,Director,31.29,290661,0.1887,235807,0.2269,53509,23,0.6482,0.6115,245.91,0.0572,0.3816,0.1926,0.4662,low 7384,Nigeria,2021,urban,Education,Junior,213.58,4008721,0.1605,3365411,0.3745,1260509,24,0.6043,0.7228,261.72,0.0681,0.7216,0.3396,0.578,moderate 7385,Rwanda,2019,rural,Infrastructure,Junior,12.43,417931,0.1074,373030,0.3734,139284,64,0.8652,0.8386,415.79,0.0697,0.808,0.7028,0.7534,high 7386,Kenya,2023,rural,Administration,Senior,53.87,1637465,0.1095,1458173,0.3711,541152,47,0.6597,0.9096,754.45,0.0865,0.8086,0.5574,0.7059,high 7387,Nigeria,2018,capital,Education,Mid_Level,198.33,4156758,0.1539,3516994,0.5068,1782324,24,0.5199,0.7363,317.34,0.0599,0.7082,0.4632,0.6258,moderate 7388,Tanzania,2022,capital,Justice,Mid_Level,63.15,1295563,0.128,1129753,0.4908,554515,26,0.6927,0.7393,208.13,0.0604,0.5557,0.437,0.6159,moderate 7389,Senegal,2023,remote,Security,Junior,17.53,430554,0.1916,348075,0.2578,89721,31,0.61,0.7317,294.34,0.0481,0.5879,0.4397,0.5566,moderate 7390,Uganda,2021,urban,Security,Junior,44.58,376960,0.2098,297890,0.3466,103236,25,0.5918,0.7377,178.59,0.0716,0.6468,0.4597,0.568,moderate 7391,Mozambique,2021,urban,Justice,Senior,30.47,341112,0.2229,265079,0.273,72373,12,0.4935,0.6598,188.0,0.0637,0.4056,0.1687,0.4489,low 7392,Senegal,2025,urban,Security,Mid_Level,18.49,371742,0.1094,331075,0.3964,131248,23,0.5299,0.6925,282.58,0.0598,0.6283,0.3466,0.5806,moderate 7393,Botswana,2021,rural,Administration,Junior,2.49,119068,0.1339,103125,0.4834,49848,58,0.7033,0.8359,566.96,0.073,0.8139,0.6676,0.7559,high 7394,Uganda,2018,urban,Security,Junior,40.56,277347,0.2182,216838,0.343,74385,20,0.6156,0.7005,278.57,0.0627,0.5941,0.3783,0.5335,moderate 7395,Rwanda,2025,rural,Social_Services,Junior,14.34,447302,0.0931,405651,0.4284,173799,96,0.9237,0.8033,557.99,0.0958,0.95,0.6809,0.8574,high 7396,DRC,2022,rural,ICT,Junior,98.59,529774,0.3608,338621,0.1353,45802,14,0.5165,0.6857,146.88,0.053,0.4383,0.1689,0.3922,low 7397,Rwanda,2020,capital,Education,Mid_Level,12.73,346137,0.0655,323457,0.7288,235732,54,0.731,0.8693,434.66,0.0895,0.95,0.6098,0.8372,high 7398,DRC,2024,urban,Education,Mid_Level,105.0,635956,0.2933,449450,0.2114,95000,12,0.5225,0.6137,134.98,0.0495,0.4323,0.2332,0.4181,low 7399,Uganda,2022,capital,Education,Junior,46.01,338443,0.1781,278151,0.3347,93091,19,0.5942,0.7984,278.68,0.0627,0.5866,0.445,0.5595,moderate 7400,DRC,2020,rural,Education,Junior,92.57,621269,0.2913,440305,0.161,70892,14,0.5111,0.6371,106.12,0.0661,0.4034,0.1986,0.4082,low 7401,DRC,2024,urban,Education,Senior,105.0,596972,0.2425,452198,0.2178,98511,15,0.5343,0.6678,224.7,0.0547,0.424,0.219,0.4458,low 7402,Ethiopia,2024,remote,Finance,Junior,126.0,1519959,0.3205,1032863,0.1394,144000,14,0.5172,0.636,97.92,0.0684,0.4168,0.2107,0.3979,low 7403,South Africa,2018,urban,Security,Junior,59.11,3448235,0.1377,2973502,0.6548,1946946,46,0.6264,0.7685,435.64,0.0899,0.8558,0.7317,0.7683,high 7404,Mozambique,2024,remote,Social_Services,Junior,33.0,341212,0.3259,230014,0.1288,29625,22,0.6698,0.6339,144.57,0.0718,0.4423,0.1807,0.4131,low 7405,Botswana,2018,capital,Health,Junior,2.38,103020,0.0881,93948,0.7144,67115,83,0.8772,0.7794,645.36,0.0729,0.95,0.7267,0.8987,high 7406,Uganda,2020,remote,Social_Services,Senior,43.2,385425,0.2956,271480,0.2084,56583,22,0.6219,0.7857,405.25,0.0683,0.5995,0.3246,0.4935,low 7407,Ethiopia,2023,capital,Education,Junior,122.93,1407149,0.2344,1077320,0.33,355497,10,0.617,0.7093,135.42,0.0667,0.3512,0.2029,0.4607,low 7408,Tanzania,2021,rural,Security,Junior,61.31,1032137,0.2125,812831,0.2716,220765,24,0.633,0.7825,231.81,0.0713,0.6204,0.3619,0.5404,moderate 7409,DRC,2018,urban,Security,Junior,86.92,443455,0.2409,336612,0.2137,71928,10,0.4709,0.6791,107.99,0.0535,0.3775,0.1921,0.427,low 7410,Tanzania,2020,rural,Security,Junior,59.53,1023647,0.19,829136,0.3203,265599,24,0.5115,0.802,282.38,0.0615,0.667,0.4406,0.5736,moderate 7411,Nigeria,2022,rural,ICT,Junior,218.92,4552395,0.2342,3486324,0.279,972746,37,0.6076,0.7905,268.64,0.0612,0.7333,0.3882,0.5844,moderate 7412,Ethiopia,2021,rural,Administration,Executive,117.0,1593613,0.335,1059675,0.2069,219233,13,0.626,0.6043,346.77,0.0608,0.4019,0.2144,0.4027,low 7413,DRC,2021,remote,Security,Senior,95.53,635094,0.4852,326960,0.1203,39331,9,0.4892,0.6094,178.61,0.0519,0.3678,0.178,0.3273,critical 7414,Senegal,2024,rural,Social_Services,Junior,18.0,419904,0.1216,368828,0.3201,118062,23,0.6408,0.7106,263.59,0.0495,0.5553,0.4705,0.5663,moderate 7415,Uganda,2025,capital,ICT,Junior,50.57,366180,0.1647,305858,0.406,124164,20,0.5703,0.6927,318.83,0.0511,0.5651,0.3438,0.5551,moderate 7416,Ethiopia,2019,capital,Education,Junior,111.37,1217750,0.1735,1006466,0.2662,267913,11,0.5735,0.6857,100.7,0.065,0.3791,0.1872,0.4602,low 7417,Uganda,2023,rural,Agriculture,Mid_Level,47.48,375696,0.2329,288184,0.2829,81518,25,0.649,0.8066,312.91,0.0699,0.6936,0.3777,0.5531,moderate 7418,DRC,2023,remote,Health,Junior,101.74,634769,0.4269,363808,0.1091,39706,10,0.4959,0.6736,139.28,0.0529,0.3818,0.1708,0.3519,low 7419,DRC,2018,capital,Finance,Senior,86.92,496335,0.2409,376752,0.2383,89765,11,0.49,0.6086,195.74,0.0558,0.4122,0.2085,0.4302,low 7420,Tanzania,2023,rural,Finance,Junior,65.05,1221548,0.2177,955664,0.2995,286184,32,0.576,0.6875,268.8,0.057,0.6777,0.3426,0.5556,moderate 7421,Botswana,2021,rural,Education,Director,2.49,114515,0.1308,99537,0.4769,47468,65,0.7426,0.8927,991.01,0.0794,0.7853,0.7177,0.7832,high 7422,Tanzania,2018,urban,Education,Junior,56.11,893842,0.1521,757881,0.3676,278628,27,0.6828,0.757,255.42,0.0514,0.6855,0.3688,0.5904,moderate 7423,Ethiopia,2021,urban,Education,Junior,117.0,1466765,0.2509,1098778,0.2518,276709,13,0.5271,0.5956,106.14,0.0583,0.4275,0.1636,0.4312,low 7424,Ethiopia,2021,urban,ICT,Director,117.0,1591730,0.2069,1262358,0.2664,336236,11,0.6091,0.6225,338.53,0.053,0.3604,0.2105,0.4428,low 7425,Kenya,2023,urban,Finance,Mid_Level,53.87,2164939,0.1001,1948270,0.541,1053992,41,0.7441,0.7977,649.01,0.0738,0.8898,0.6815,0.7395,high 7426,Botswana,2022,capital,Education,Senior,2.52,115595,0.094,104733,0.8,83786,86,0.8648,0.8321,829.9,0.0792,0.95,0.5873,0.9201,high 7427,Nigeria,2018,urban,Education,Mid_Level,198.33,3851947,0.1404,3311242,0.4769,1579207,34,0.7256,0.7495,225.18,0.0619,0.5755,0.4,0.6291,moderate 7428,Kenya,2025,rural,Administration,Junior,56.15,1681634,0.1382,1449285,0.4542,658210,47,0.692,0.8347,546.15,0.0923,0.95,0.6606,0.7328,high 7429,Rwanda,2023,rural,Health,Senior,13.67,459485,0.084,420887,0.4535,190867,52,0.7091,0.867,634.76,0.0682,0.8481,0.7365,0.7609,high 7430,Rwanda,2022,urban,Social_Services,Director,13.35,415960,0.0658,388570,0.6023,234053,67,0.6684,0.9338,942.4,0.0741,0.8489,0.593,0.8359,high 7431,Rwanda,2019,urban,Justice,Junior,12.43,405698,0.0775,374258,0.69,258242,76,0.8924,0.8262,561.81,0.0713,0.7945,0.7087,0.8674,high 7432,Kenya,2023,urban,Social_Services,Mid_Level,53.87,1886807,0.0971,1703649,0.618,1052859,43,0.6208,0.8152,547.54,0.0933,0.7912,0.5757,0.7467,high 7433,Ethiopia,2019,capital,Justice,Director,111.37,1392881,0.1981,1117009,0.3496,390546,18,0.5471,0.6065,254.11,0.0668,0.4201,0.1992,0.4858,low 7434,Rwanda,2018,rural,Agriculture,Junior,12.14,411532,0.088,375332,0.4088,153451,65,0.8586,0.9154,548.91,0.0781,0.811,0.7418,0.7853,high 7435,Senegal,2018,capital,Finance,Mid_Level,15.34,351110,0.1032,314864,0.4937,155454,32,0.5811,0.7059,212.53,0.0488,0.5958,0.3385,0.627,moderate 7436,DRC,2024,rural,Education,Mid_Level,105.0,690625,0.3869,423431,0.1675,70912,11,0.4963,0.7085,93.72,0.0712,0.4386,0.199,0.3927,low 7437,Botswana,2021,capital,Administration,Mid_Level,2.49,95646,0.0732,88640,0.766,67898,66,0.7234,0.8429,455.19,0.0934,0.8279,0.6252,0.8599,high 7438,Botswana,2025,urban,Infrastructure,Mid_Level,2.64,127099,0.086,116172,0.6178,71774,80,0.8686,0.9124,443.83,0.0735,0.7738,0.5279,0.85,high 7439,Nigeria,2021,rural,Health,Junior,213.58,4123392,0.2315,3168685,0.2746,870181,32,0.6005,0.7097,322.3,0.0684,0.5914,0.3905,0.5454,moderate 7440,Tanzania,2020,urban,Education,Junior,59.53,1064634,0.1473,907799,0.3877,351963,21,0.6039,0.796,223.78,0.0694,0.5805,0.3825,0.5783,moderate 7441,Nigeria,2018,rural,Administration,Mid_Level,198.33,3882242,0.2159,3044245,0.3361,1023268,28,0.6747,0.7249,224.27,0.0685,0.7042,0.3252,0.5617,moderate 7442,Kenya,2021,rural,Infrastructure,Junior,51.68,1847097,0.1043,1654475,0.3786,626365,38,0.7263,0.8628,463.77,0.0783,0.9077,0.5476,0.6885,high 7443,Tanzania,2021,urban,Agriculture,Junior,61.31,1220560,0.1339,1057161,0.367,388024,28,0.6009,0.7021,303.49,0.0625,0.7044,0.4511,0.5991,moderate 7444,Ethiopia,2021,remote,Health,Junior,117.0,1277717,0.3212,867257,0.1689,146447,11,0.498,0.6109,140.14,0.0686,0.3448,0.1684,0.3824,low 7445,Botswana,2018,urban,Finance,Senior,2.38,118006,0.0796,108614,0.6531,70934,55,0.6755,0.8892,714.79,0.0849,0.9224,0.7446,0.831,high 7446,Uganda,2022,capital,Administration,Mid_Level,46.01,354906,0.1472,302671,0.4089,123769,23,0.5753,0.7228,270.79,0.0506,0.6525,0.4785,0.5945,moderate 7447,Kenya,2025,capital,Finance,Senior,56.15,2040958,0.076,1885937,0.5841,1101537,36,0.7142,0.7836,669.68,0.0754,0.95,0.5247,0.732,high 7448,Senegal,2019,remote,Education,Junior,15.76,352660,0.1688,293119,0.262,76809,40,0.7417,0.7999,314.4,0.0701,0.5922,0.4175,0.5943,moderate 7449,Ghana,2021,urban,Education,Mid_Level,31.94,763194,0.1158,674847,0.4849,327262,44,0.7168,0.7108,306.82,0.0496,0.6159,0.3335,0.6539,high 7450,Ghana,2022,remote,Health,Mid_Level,32.62,883155,0.2168,691706,0.3031,209671,37,0.6253,0.6928,260.14,0.0527,0.6837,0.4383,0.5802,moderate 7451,Nigeria,2021,urban,Justice,Mid_Level,213.58,3974040,0.1773,3269451,0.4754,1554386,31,0.5446,0.749,321.08,0.0672,0.7035,0.4111,0.6258,moderate 7452,Rwanda,2020,capital,Finance,Junior,12.73,427120,0.0595,401702,0.665,267116,82,0.7853,0.9119,362.15,0.0881,0.8975,0.5759,0.8905,high 7453,Ethiopia,2020,capital,Health,Mid_Level,114.15,1172951,0.2332,899424,0.288,259031,19,0.6491,0.638,128.27,0.0579,0.369,0.2381,0.4676,low 7454,Botswana,2024,capital,Education,Mid_Level,2.6,106309,0.0818,97617,0.6834,66714,62,0.6842,0.8359,494.56,0.085,0.8968,0.7395,0.8444,high 7455,Rwanda,2018,urban,Administration,Junior,12.14,395626,0.0605,371688,0.5794,215351,90,0.7843,0.7901,437.09,0.0761,0.9441,0.6406,0.8817,high 7456,Mozambique,2024,remote,Social_Services,Senior,33.0,359054,0.3187,244613,0.1544,37761,14,0.6226,0.6968,203.37,0.0667,0.4404,0.2257,0.415,low 7457,Ghana,2022,remote,Finance,Senior,32.62,870585,0.2455,656862,0.2522,165631,34,0.6144,0.7807,385.6,0.0524,0.6256,0.4542,0.5618,moderate 7458,Botswana,2022,rural,Health,Mid_Level,2.52,126775,0.1363,109500,0.5645,61809,82,0.7762,0.8332,558.48,0.0711,0.95,0.692,0.8512,high 7459,DRC,2022,remote,Security,Junior,98.59,508635,0.4773,265868,0.1109,29476,10,0.5491,0.6718,124.18,0.0652,0.3874,0.2305,0.346,critical 7460,DRC,2023,rural,Social_Services,Junior,101.74,696400,0.3105,480181,0.1373,65909,10,0.5761,0.6022,107.85,0.0546,0.3331,0.1721,0.3725,low 7461,Mozambique,2021,capital,Administration,Junior,30.47,269240,0.1662,224489,0.2905,65224,20,0.5261,0.6096,101.75,0.0694,0.3872,0.224,0.4836,low 7462,Botswana,2024,rural,Finance,Director,2.6,104708,0.1029,93937,0.4984,46813,57,0.7949,0.8182,1536.55,0.0884,0.95,0.6654,0.7756,high 7463,Senegal,2025,remote,Education,Junior,18.49,451369,0.1531,382243,0.26,99378,39,0.5601,0.7106,295.89,0.0653,0.6071,0.3697,0.5785,moderate 7464,Tanzania,2025,capital,Infrastructure,Junior,69.01,1244175,0.1194,1095634,0.3982,436260,31,0.641,0.7578,316.27,0.064,0.6418,0.452,0.6202,moderate 7465,Mozambique,2025,capital,Education,Mid_Level,33.89,358119,0.1558,302322,0.2778,83988,17,0.5319,0.6193,131.8,0.0679,0.4347,0.1621,0.4756,low 7466,Kenya,2020,rural,Agriculture,Senior,50.61,2001649,0.1073,1786875,0.3661,654261,55,0.711,0.8124,640.43,0.0841,0.8416,0.5443,0.7127,high 7467,Senegal,2025,rural,Social_Services,Junior,18.49,360981,0.1655,301254,0.3272,98584,41,0.7303,0.7218,304.51,0.0503,0.5556,0.3757,0.5943,moderate 7468,Ghana,2025,rural,Agriculture,Mid_Level,34.71,746804,0.1677,621542,0.3839,238590,39,0.6647,0.7438,296.28,0.0582,0.6962,0.4023,0.6229,moderate 7469,Ghana,2025,capital,Security,Junior,34.71,981989,0.1277,856620,0.5239,448746,43,0.5874,0.7733,312.18,0.0485,0.6273,0.3571,0.671,high 7470,Ethiopia,2021,rural,Education,Junior,117.0,1390916,0.2654,1021834,0.2278,232805,11,0.581,0.6072,120.41,0.0685,0.3891,0.1749,0.4156,low 7471,Senegal,2018,rural,Infrastructure,Director,15.34,378383,0.1611,317418,0.2893,91820,33,0.5679,0.6902,758.62,0.0522,0.7094,0.3548,0.5745,moderate 7472,Ghana,2019,urban,Education,Senior,30.64,872954,0.1292,760138,0.4629,351896,44,0.6385,0.7367,338.64,0.0698,0.5721,0.3298,0.6441,moderate 7473,Nigeria,2020,rural,Health,Mid_Level,208.37,4714425,0.217,3691308,0.3054,1127310,33,0.6914,0.7724,237.74,0.0512,0.632,0.402,0.5739,moderate 7474,Mozambique,2022,rural,Administration,Director,31.29,310404,0.2323,238287,0.167,39795,18,0.4892,0.6084,350.59,0.0501,0.3487,0.2392,0.4287,low 7475,Senegal,2023,rural,Agriculture,Mid_Level,17.53,381027,0.1319,330752,0.3778,124942,40,0.5978,0.7862,213.73,0.0668,0.6975,0.4237,0.6415,moderate 7476,Botswana,2023,rural,Infrastructure,Junior,2.56,116542,0.1286,101553,0.4773,48476,85,0.8348,0.815,623.86,0.0795,0.7909,0.596,0.8106,high 7477,Mozambique,2019,remote,Education,Mid_Level,28.88,280062,0.3314,187254,0.1409,26386,16,0.5087,0.6837,112.44,0.0674,0.384,0.2397,0.4073,low 7478,Tanzania,2025,remote,Infrastructure,Junior,69.01,1257929,0.2219,978733,0.1902,186157,26,0.6483,0.7719,295.63,0.0703,0.702,0.4158,0.5346,moderate 7479,Senegal,2023,rural,Education,Junior,17.53,400018,0.181,327620,0.3102,101625,39,0.6531,0.7659,247.16,0.0554,0.7302,0.374,0.6051,moderate 7480,Senegal,2018,urban,Security,Mid_Level,15.34,311502,0.1343,269671,0.468,126216,41,0.6946,0.6811,282.28,0.0579,0.668,0.419,0.6468,moderate 7481,Botswana,2025,capital,Agriculture,Junior,2.64,106638,0.077,98430,0.8,78744,52,0.6078,0.8449,387.85,0.0797,0.7925,0.7408,0.8408,high 7482,Nigeria,2019,urban,Education,Mid_Level,203.29,3623267,0.1455,3095944,0.4025,1246263,38,0.7178,0.7146,273.72,0.0684,0.694,0.4399,0.6298,moderate 7483,Senegal,2025,rural,Health,Junior,18.49,420904,0.1811,344696,0.3337,115038,41,0.604,0.7356,208.2,0.0654,0.7017,0.3599,0.6072,moderate 7484,DRC,2023,rural,ICT,Junior,101.74,635543,0.3653,403390,0.151,60911,10,0.4604,0.6913,91.2,0.0535,0.4143,0.218,0.3884,low 7485,Ghana,2018,rural,Agriculture,Junior,30.01,829775,0.178,682048,0.3854,262834,48,0.6516,0.7944,316.7,0.0539,0.6822,0.3986,0.6491,moderate 7486,Senegal,2023,rural,Finance,Mid_Level,17.53,346244,0.1763,285203,0.3189,90945,33,0.6465,0.7271,189.43,0.051,0.6366,0.4356,0.5844,moderate 7487,DRC,2019,remote,Security,Senior,89.7,577605,0.3953,349276,0.1224,42739,15,0.4796,0.7125,227.51,0.0561,0.3891,0.1936,0.3844,low 7488,DRC,2021,urban,Security,Junior,95.53,511223,0.2018,408047,0.1848,75390,13,0.566,0.5897,152.7,0.0561,0.4378,0.2071,0.4312,low 7489,Mozambique,2023,remote,Administration,Mid_Level,32.13,278630,0.4004,167055,0.1352,22582,16,0.5924,0.6832,126.93,0.0663,0.3375,0.2277,0.3827,low 7490,DRC,2022,urban,Education,Mid_Level,98.59,632876,0.2785,456598,0.213,97275,9,0.5312,0.6471,85.04,0.0609,0.4005,0.2145,0.4147,low 7491,Mozambique,2018,urban,Agriculture,Senior,28.12,253396,0.1926,204587,0.2596,53107,18,0.592,0.6471,181.64,0.0536,0.3347,0.2261,0.4649,low 7492,Botswana,2021,urban,Administration,Junior,2.49,116642,0.0726,108176,0.6706,72545,51,0.8092,0.8974,442.71,0.0935,0.95,0.6118,0.8178,high 7493,Ethiopia,2022,urban,Social_Services,Junior,119.93,1239576,0.2617,915150,0.2908,266111,13,0.55,0.6886,97.23,0.0591,0.4264,0.1942,0.4551,low 7494,Kenya,2024,urban,Education,Director,55.0,1968619,0.099,1773768,0.508,901149,49,0.6657,0.783,1077.02,0.0825,0.95,0.7716,0.7644,high 7495,Botswana,2025,urban,Social_Services,Senior,2.64,135521,0.1018,121730,0.606,73771,82,0.7064,0.8513,844.94,0.0824,0.889,0.7363,0.8713,high 7496,Rwanda,2022,rural,Health,Junior,13.35,413342,0.1037,370464,0.3946,146192,92,0.7708,0.7934,578.11,0.075,0.883,0.7792,0.838,high 7497,Ghana,2021,capital,Administration,Mid_Level,31.94,737348,0.0934,668464,0.5348,357517,47,0.6885,0.7452,242.02,0.0545,0.6385,0.3444,0.6879,high 7498,Mozambique,2024,urban,Education,Mid_Level,33.0,325790,0.2297,250951,0.2208,55412,15,0.5482,0.6468,155.32,0.0551,0.4314,0.1725,0.4427,low 7499,Ghana,2023,rural,Education,Junior,33.3,845372,0.1799,693267,0.4091,283641,40,0.6373,0.8118,244.71,0.0522,0.7399,0.3937,0.6424,moderate 7500,Nigeria,2020,rural,ICT,Junior,208.37,3852716,0.2195,3007049,0.3211,965634,35,0.725,0.6769,219.22,0.0506,0.616,0.3594,0.562,moderate 7501,DRC,2023,remote,Security,Mid_Level,101.74,662917,0.4148,387927,0.1045,40557,11,0.5147,0.5947,136.96,0.0615,0.4004,0.1942,0.3486,critical 7502,DRC,2023,rural,Education,Junior,101.74,601055,0.3643,382089,0.1611,61556,13,0.5545,0.6321,93.49,0.0685,0.345,0.1824,0.3793,low 7503,Senegal,2018,rural,ICT,Junior,15.34,339959,0.177,279785,0.3441,96282,24,0.6703,0.7295,319.0,0.0515,0.7297,0.4701,0.5812,moderate 7504,South Africa,2023,rural,Administration,Junior,61.51,3609631,0.1701,2995694,0.4445,1331451,42,0.7195,0.8467,591.59,0.0782,0.8014,0.6657,0.6973,high 7505,Ghana,2023,urban,Health,Junior,33.3,776697,0.1356,671363,0.4992,335167,37,0.6313,0.7849,309.38,0.0607,0.737,0.3601,0.6608,high 7506,Botswana,2023,remote,ICT,Junior,2.56,118173,0.1238,103538,0.3523,36474,73,0.9068,0.9144,468.38,0.0745,0.9365,0.526,0.773,high 7507,Uganda,2023,capital,Health,Junior,47.48,352006,0.185,286900,0.4137,118696,16,0.5461,0.7741,198.38,0.062,0.6413,0.4086,0.5683,moderate 7508,Ghana,2025,rural,Administration,Junior,34.71,960595,0.1538,812856,0.3461,281318,29,0.5922,0.7554,274.26,0.0586,0.7402,0.4179,0.5997,moderate 7509,Rwanda,2020,urban,Security,Junior,12.73,410011,0.0622,384496,0.6019,231417,52,0.6352,0.8678,466.97,0.0717,0.8307,0.7514,0.8033,high 7510,Kenya,2022,rural,Agriculture,Junior,52.76,1913881,0.116,1691785,0.4377,740523,53,0.8105,0.8486,604.79,0.0668,0.8096,0.5585,0.727,high 7511,Uganda,2025,capital,Administration,Senior,50.57,387032,0.185,315442,0.3878,122318,21,0.65,0.6953,297.73,0.0534,0.6818,0.3764,0.5633,moderate 7512,South Africa,2024,capital,Security,Executive,62.0,3736846,0.1187,3293345,0.6867,2261509,43,0.7044,0.7656,2332.25,0.0737,0.95,0.5987,0.7692,high 7513,Tanzania,2022,capital,Administration,Senior,63.15,1159098,0.1033,1039375,0.4605,478653,32,0.6976,0.7695,315.63,0.0711,0.6597,0.3337,0.6341,moderate 7514,Senegal,2025,remote,Education,Junior,18.49,369752,0.193,298379,0.2138,63790,42,0.6012,0.8162,288.31,0.0716,0.5657,0.3348,0.5727,moderate 7515,DRC,2025,capital,Education,Junior,108.36,655170,0.2545,488398,0.2487,121468,10,0.5414,0.6879,93.02,0.0528,0.3649,0.2015,0.4334,low 7516,Uganda,2025,remote,Social_Services,Junior,50.57,464561,0.342,305677,0.2238,68400,28,0.5846,0.6797,269.24,0.0707,0.5604,0.4106,0.4895,low 7517,Rwanda,2019,urban,Security,Junior,12.43,425544,0.0639,398339,0.578,230255,72,0.7148,0.7947,382.95,0.0875,0.8037,0.7105,0.8292,high 7518,South Africa,2020,remote,Security,Junior,60.06,3312331,0.1699,2749572,0.3239,890521,49,0.7247,0.7761,501.33,0.0834,0.95,0.5412,0.6765,high 7519,South Africa,2025,urban,Education,Junior,62.5,3454111,0.1269,3015705,0.5719,1724811,53,0.6263,0.9125,422.58,0.0786,0.9487,0.5702,0.7825,high 7520,Ethiopia,2023,rural,Security,Mid_Level,122.93,1359827,0.2362,1038628,0.1872,194392,15,0.5666,0.693,93.83,0.0498,0.4024,0.2094,0.4404,low 7521,Ghana,2024,urban,Health,Director,34.0,810481,0.1271,707495,0.4517,319579,31,0.7167,0.6943,748.37,0.0647,0.705,0.3448,0.6178,moderate 7522,Ethiopia,2022,capital,Security,Junior,119.93,1235279,0.2349,945107,0.2719,256951,13,0.5325,0.6452,110.2,0.0663,0.3614,0.1738,0.442,low 7523,DRC,2022,rural,Education,Junior,98.59,622246,0.3963,375618,0.1363,51209,9,0.5982,0.6138,109.44,0.062,0.332,0.1624,0.349,critical 7524,Kenya,2019,rural,Health,Mid_Level,49.57,1682579,0.1102,1497200,0.3819,571795,47,0.7059,0.8986,512.62,0.0746,0.8595,0.7203,0.7282,high 7525,Tanzania,2018,capital,Agriculture,Mid_Level,56.11,1062109,0.1067,948737,0.502,476237,33,0.6618,0.7168,293.89,0.0607,0.7004,0.3775,0.6466,moderate 7526,South Africa,2022,capital,Infrastructure,Junior,61.02,2987200,0.1215,2624399,0.7685,2016866,56,0.7049,0.7936,598.92,0.0703,0.7929,0.6896,0.8191,high 7527,Mozambique,2025,remote,Administration,Junior,33.89,384431,0.2801,276734,0.1524,42166,19,0.5528,0.6825,106.65,0.048,0.3652,0.2268,0.4271,low 7528,Tanzania,2020,urban,Finance,Mid_Level,59.53,942546,0.1579,793755,0.3626,287819,23,0.5758,0.6991,295.22,0.0603,0.6741,0.3803,0.569,moderate 7529,Botswana,2024,urban,ICT,Senior,2.6,118452,0.0992,106698,0.5924,63209,80,0.7152,0.8213,698.61,0.0653,0.8856,0.6409,0.8491,high 7530,Mozambique,2024,urban,Health,Senior,33.0,287285,0.2113,226594,0.2536,57459,19,0.6366,0.6829,152.41,0.0663,0.36,0.1605,0.4626,low 7531,Senegal,2020,capital,Administration,Junior,16.18,303314,0.1084,270432,0.5285,142921,39,0.7254,0.7841,222.85,0.0631,0.6842,0.4086,0.6794,high 7532,Kenya,2020,capital,Health,Director,50.61,1821420,0.081,1673917,0.5953,996534,43,0.652,0.9085,1385.07,0.0656,0.95,0.6697,0.7843,high 7533,Botswana,2022,urban,ICT,Junior,2.52,127759,0.0733,118393,0.6201,73417,69,0.6963,0.9155,519.34,0.0849,0.9498,0.6747,0.859,high 7534,Kenya,2022,remote,Agriculture,Mid_Level,52.76,1630822,0.1587,1371979,0.3191,437810,47,0.7046,0.9004,573.15,0.0921,0.9471,0.5425,0.6916,high 7535,DRC,2022,capital,Finance,Senior,98.59,517431,0.2477,389263,0.2235,86998,13,0.5,0.5979,210.76,0.0633,0.4417,0.19,0.4293,low 7536,South Africa,2021,rural,Health,Junior,60.54,3503758,0.1582,2949333,0.5314,1567285,45,0.6164,0.7741,632.68,0.0903,0.95,0.7642,0.7433,high 7537,Botswana,2019,rural,Justice,Junior,2.41,108448,0.1197,95469,0.4645,44348,59,0.8004,0.8245,465.61,0.0941,0.95,0.561,0.7585,high 7538,Uganda,2019,urban,Security,Junior,41.86,330031,0.1518,279921,0.3511,98284,19,0.55,0.6832,249.35,0.0628,0.6317,0.3336,0.5463,moderate 7539,Mozambique,2021,urban,Education,Senior,30.47,346482,0.2105,273535,0.2493,68200,17,0.6297,0.6957,217.74,0.0703,0.4352,0.1908,0.4692,low 7540,Botswana,2022,urban,Infrastructure,Mid_Level,2.52,124957,0.0998,112490,0.6726,75665,67,0.7789,0.882,505.48,0.089,0.8668,0.6803,0.8477,high 7541,South Africa,2025,urban,Health,Mid_Level,62.5,3556734,0.1204,3128629,0.5848,1829512,54,0.7862,0.8909,449.23,0.0711,0.8275,0.6182,0.7793,high 7542,Botswana,2020,urban,Health,Mid_Level,2.45,112465,0.0715,104426,0.6656,69500,80,0.7686,0.9168,370.72,0.0857,0.9013,0.7134,0.8975,high 7543,Ghana,2022,capital,Social_Services,Senior,32.62,871677,0.1069,778505,0.4966,386617,28,0.6602,0.7116,401.51,0.0677,0.6471,0.4219,0.6311,moderate 7544,Kenya,2020,urban,Finance,Mid_Level,50.61,1807830,0.0921,1641273,0.4917,806933,53,0.6987,0.878,404.15,0.0958,0.95,0.7143,0.7805,high 7545,Tanzania,2020,rural,Infrastructure,Mid_Level,59.53,1050973,0.1841,857494,0.3132,268597,25,0.6471,0.7774,264.26,0.057,0.6989,0.4263,0.5739,moderate 7546,Kenya,2024,urban,Education,Junior,55.0,1949539,0.1043,1746194,0.5972,1042837,58,0.691,0.9294,356.18,0.067,0.95,0.5894,0.8116,high 7547,Nigeria,2019,urban,Health,Mid_Level,203.29,3997547,0.1391,3441317,0.4657,1602691,34,0.6703,0.8149,219.7,0.0552,0.7004,0.3526,0.6442,moderate 7548,South Africa,2025,capital,Health,Junior,62.5,2843957,0.1132,2521921,0.7572,1909718,54,0.6785,0.8808,501.49,0.0791,0.895,0.7449,0.8421,high 7549,Botswana,2018,urban,Infrastructure,Junior,2.38,99665,0.0866,91031,0.5871,53448,65,0.8485,0.8951,432.18,0.0658,0.8814,0.6007,0.8201,high 7550,Nigeria,2018,urban,ICT,Executive,198.33,3631525,0.1418,3116733,0.476,1483493,34,0.687,0.7575,985.88,0.0502,0.7318,0.4603,0.6514,high 7551,Rwanda,2020,capital,Finance,Executive,12.73,376903,0.0769,347918,0.6698,233052,75,0.8518,0.9268,2311.35,0.0943,0.8816,0.5418,0.8671,high 7552,Ethiopia,2019,capital,Justice,Junior,111.37,1223393,0.2267,946053,0.3483,329497,10,0.5636,0.6348,104.1,0.0579,0.4006,0.2296,0.4636,low 7553,Mozambique,2022,remote,Health,Junior,31.29,344358,0.3167,235315,0.1275,30000,21,0.5001,0.6735,110.75,0.0546,0.4446,0.2057,0.4213,low 7554,South Africa,2025,urban,Social_Services,Junior,62.5,3205820,0.113,2843493,0.6149,1748421,60,0.6327,0.8687,384.68,0.0721,0.9301,0.7661,0.8254,high 7555,Nigeria,2024,urban,ICT,Junior,230.0,3939932,0.1382,3395244,0.4112,1396271,36,0.7099,0.7563,238.37,0.0498,0.6026,0.4027,0.6222,moderate 7556,Senegal,2019,rural,Social_Services,Junior,15.76,353660,0.1472,301606,0.3313,99927,24,0.6266,0.7741,222.29,0.0584,0.7196,0.3884,0.5829,moderate 7557,Uganda,2025,remote,ICT,Junior,50.57,450040,0.3242,304142,0.1692,51473,23,0.6416,0.7433,291.77,0.0683,0.6406,0.4085,0.4852,low 7558,Botswana,2023,capital,Social_Services,Junior,2.56,121643,0.0718,112906,0.8,90324,87,0.7606,0.8647,356.54,0.0945,0.95,0.6373,0.938,high 7559,Ethiopia,2020,rural,Justice,Director,114.15,1336629,0.2827,958716,0.2085,199890,12,0.4677,0.698,289.77,0.0646,0.4223,0.1915,0.4275,low 7560,Botswana,2021,remote,Social_Services,Senior,2.49,99825,0.1316,86684,0.4255,36887,65,0.6557,0.907,541.59,0.0758,0.8739,0.602,0.7696,high 7561,Kenya,2024,capital,Health,Mid_Level,55.0,2191018,0.0691,2039697,0.6817,1390544,67,0.6548,0.8028,366.88,0.0815,0.95,0.7375,0.8598,high 7562,Ethiopia,2022,remote,Finance,Executive,119.93,1311211,0.4114,771812,0.1359,104887,10,0.5397,0.6876,349.6,0.067,0.4407,0.1632,0.3697,low 7563,Nigeria,2018,rural,Health,Junior,198.33,3999241,0.219,3123354,0.2923,912855,30,0.5591,0.679,185.82,0.0578,0.5881,0.4219,0.5462,moderate 7564,Tanzania,2022,rural,Health,Director,63.15,1261187,0.1749,1040596,0.2858,297396,26,0.5912,0.7367,624.61,0.0629,0.6408,0.3598,0.5533,moderate 7565,Botswana,2022,urban,Health,Junior,2.52,116700,0.0797,107399,0.786,84418,83,0.7697,0.9189,416.9,0.0905,0.8307,0.6101,0.916,high 7566,Botswana,2024,urban,Health,Director,2.6,116724,0.0907,106136,0.7567,80312,63,0.7055,0.9277,930.66,0.0818,0.8817,0.5906,0.8604,high 7567,Tanzania,2018,remote,Security,Mid_Level,56.11,1109317,0.2275,856956,0.2491,213461,21,0.6643,0.8141,314.59,0.0504,0.6185,0.4435,0.5362,moderate 7568,Ghana,2022,rural,Infrastructure,Junior,32.62,749020,0.1946,603280,0.3506,211527,36,0.7033,0.803,225.08,0.0513,0.5738,0.4623,0.6031,moderate 7569,South Africa,2022,urban,Finance,Mid_Level,61.02,3006149,0.1276,2622628,0.6305,1653502,55,0.7297,0.8813,501.13,0.0874,0.8667,0.5864,0.7907,high 7570,Rwanda,2022,urban,Administration,Mid_Level,13.35,393493,0.0861,359618,0.681,244884,72,0.8215,0.8239,494.69,0.0815,0.8496,0.7305,0.8603,high 7571,Botswana,2019,rural,Health,Senior,2.41,120990,0.1093,107762,0.5487,59123,56,0.7128,0.8657,971.4,0.0766,0.8216,0.7629,0.7881,high 7572,Botswana,2020,rural,ICT,Senior,2.45,101238,0.0952,91596,0.5615,51432,84,0.7748,0.8753,553.4,0.0826,0.95,0.5911,0.862,high 7573,Botswana,2019,urban,ICT,Junior,2.41,101173,0.0708,94013,0.6856,64452,85,0.9447,0.8724,352.16,0.0663,0.8568,0.7265,0.9054,high 7574,Kenya,2021,urban,Social_Services,Junior,51.68,1746051,0.0953,1579736,0.6395,1010209,57,0.8309,0.8301,449.16,0.0682,0.8742,0.61,0.8015,high 7575,Rwanda,2021,rural,Health,Director,13.04,351082,0.1209,308644,0.4106,126718,61,0.7943,0.8006,1319.96,0.0901,0.95,0.745,0.7645,high 7576,Kenya,2020,urban,Finance,Junior,50.61,1948393,0.0915,1770109,0.5178,916508,67,0.7384,0.9181,483.47,0.0792,0.95,0.7348,0.8303,high 7577,Tanzania,2019,urban,Finance,Mid_Level,57.79,1067959,0.1422,916050,0.422,386531,21,0.6045,0.7393,322.03,0.0637,0.6066,0.473,0.5913,moderate 7578,Nigeria,2018,rural,Justice,Mid_Level,198.33,4407815,0.2013,3520513,0.3438,1210462,27,0.6587,0.7563,181.24,0.0635,0.663,0.3644,0.5693,moderate 7579,Rwanda,2023,rural,Education,Mid_Level,13.67,458645,0.1168,405059,0.3811,154363,95,0.8167,0.8903,478.3,0.0921,0.8671,0.7642,0.8502,high 7580,South Africa,2022,urban,Agriculture,Junior,61.02,3597391,0.1032,3225972,0.6609,2131993,61,0.7392,0.8656,469.26,0.0773,0.95,0.6776,0.8345,high 7581,Ethiopia,2023,urban,Social_Services,Director,122.93,1363866,0.1939,1099442,0.2565,282008,15,0.5143,0.6315,363.05,0.0505,0.3705,0.2186,0.4568,low 7582,Ghana,2018,capital,Agriculture,Junior,30.01,702399,0.1215,617047,0.5951,367178,47,0.6511,0.6755,202.25,0.059,0.597,0.4152,0.6884,high 7583,DRC,2023,remote,Infrastructure,Junior,101.74,542189,0.485,279247,0.1058,29546,8,0.487,0.6846,137.09,0.0495,0.3383,0.2279,0.3345,critical 7584,Senegal,2023,urban,Education,Junior,17.53,329966,0.1299,287087,0.4884,140205,25,0.6208,0.6909,210.89,0.0697,0.6913,0.3522,0.6101,moderate 7585,Botswana,2020,rural,Infrastructure,Junior,2.45,105511,0.1378,90973,0.4543,41326,64,0.7056,0.9033,584.27,0.0813,0.7852,0.6965,0.7728,high 7586,Uganda,2022,urban,Education,Junior,46.01,314612,0.1908,254571,0.3071,78190,25,0.5303,0.8063,217.67,0.0501,0.6738,0.4329,0.5732,moderate 7587,South Africa,2018,capital,Education,Mid_Level,59.11,2947672,0.0925,2675098,0.8,2140078,54,0.6184,0.8694,425.88,0.0729,0.9167,0.5345,0.8374,high 7588,South Africa,2021,rural,Security,Senior,60.54,2767803,0.1567,2334166,0.5015,1170651,56,0.664,0.7664,537.65,0.0696,0.95,0.6695,0.7531,high 7589,Senegal,2020,rural,Infrastructure,Mid_Level,16.18,331225,0.1596,278370,0.3755,104528,37,0.5954,0.7965,204.87,0.0558,0.6006,0.4729,0.6233,moderate 7590,Uganda,2020,rural,Security,Junior,43.2,329130,0.234,252104,0.2616,65946,17,0.5024,0.6943,221.48,0.0526,0.5771,0.41,0.5022,moderate 7591,Nigeria,2019,capital,Justice,Junior,203.29,4509584,0.1269,3937435,0.5375,2116429,29,0.6385,0.722,181.32,0.0678,0.6127,0.4109,0.6358,moderate 7592,Ghana,2024,capital,Health,Junior,34.0,842662,0.1315,731850,0.5219,381940,44,0.6305,0.7554,229.18,0.0692,0.6338,0.4103,0.6753,high 7593,Tanzania,2024,remote,Security,Junior,67.0,1369784,0.2679,1002800,0.2082,208780,27,0.5693,0.729,268.64,0.0585,0.6036,0.4049,0.5128,moderate 7594,DRC,2020,rural,Justice,Mid_Level,92.57,539116,0.3591,345527,0.151,52170,15,0.6151,0.6515,119.34,0.0604,0.3913,0.1679,0.3891,low 7595,Ghana,2021,urban,Finance,Junior,31.94,897802,0.1082,800679,0.5546,444057,38,0.6979,0.8028,221.56,0.0519,0.7281,0.3587,0.6857,high 7596,Botswana,2019,urban,Health,Junior,2.41,109791,0.1009,98718,0.5976,58993,84,0.8297,0.9052,611.95,0.0806,0.95,0.5602,0.871,high 7597,South Africa,2025,rural,Agriculture,Mid_Level,62.5,3552721,0.1911,2873640,0.4565,1311701,58,0.6954,0.7981,433.34,0.0856,0.7844,0.7035,0.7298,high 7598,Rwanda,2025,capital,Education,Senior,14.34,489462,0.0738,453318,0.6005,272219,75,0.882,0.8671,625.26,0.0651,0.8814,0.7278,0.8601,high 7599,Uganda,2018,urban,Social_Services,Mid_Level,40.56,277312,0.2007,221644,0.308,68266,26,0.5145,0.6858,241.52,0.0499,0.6985,0.4394,0.5585,moderate 7600,Rwanda,2018,urban,Education,Mid_Level,12.14,321168,0.0874,293097,0.6216,182179,97,0.7893,0.7754,411.91,0.095,0.95,0.5256,0.8899,high 7601,Rwanda,2025,urban,Education,Junior,14.34,459181,0.0785,423149,0.5413,229069,54,0.6623,0.8783,419.58,0.0729,0.95,0.7748,0.8049,high 7602,Ethiopia,2018,remote,Infrastructure,Mid_Level,108.65,1201769,0.441,671838,0.143,96083,19,0.6119,0.6947,108.58,0.0589,0.4294,0.2331,0.3935,low 7603,DRC,2020,urban,Health,Mid_Level,92.57,597028,0.2759,432301,0.1894,81872,8,0.5669,0.609,123.05,0.058,0.3868,0.2156,0.4,low 7604,DRC,2025,rural,Security,Executive,108.36,630910,0.3625,402184,0.1599,64321,8,0.4823,0.6451,451.0,0.0494,0.4275,0.176,0.3765,low 7605,Ethiopia,2020,rural,Health,Junior,114.15,1458539,0.2803,1049650,0.2141,224741,14,0.5751,0.6797,85.5,0.0663,0.4334,0.2191,0.4356,low 7606,South Africa,2021,capital,Administration,Junior,60.54,3330013,0.123,2920265,0.633,1848505,47,0.5887,0.9303,549.6,0.0914,0.9408,0.715,0.8001,high 7607,DRC,2023,capital,Health,Junior,101.74,539731,0.1938,435121,0.256,111388,11,0.4905,0.7042,117.13,0.0703,0.3482,0.1618,0.4497,low 7608,Kenya,2024,urban,Infrastructure,Junior,55.0,2183984,0.0777,2014383,0.5456,1099050,54,0.8205,0.7809,356.61,0.0888,0.8555,0.6153,0.7662,high 7609,South Africa,2024,urban,Security,Junior,62.0,3503250,0.1267,3059254,0.6689,2046264,68,0.7678,0.799,502.19,0.0656,0.95,0.7434,0.8447,high 7610,South Africa,2018,urban,Education,Junior,59.11,2867425,0.1147,2538399,0.7145,1813730,64,0.8689,0.8326,573.52,0.0684,0.8673,0.6686,0.8384,high 7611,Rwanda,2022,urban,Administration,Mid_Level,13.35,448928,0.0606,421744,0.6645,280236,58,0.7519,0.8772,622.62,0.0737,0.8406,0.75,0.8366,high 7612,South Africa,2020,rural,Health,Junior,60.06,3452788,0.129,3007397,0.4443,1336218,48,0.7201,0.8172,431.95,0.0916,0.7791,0.5739,0.7067,high 7613,Tanzania,2022,capital,Security,Senior,63.15,1290671,0.1394,1110812,0.4737,526170,21,0.5018,0.7488,430.28,0.05,0.7335,0.4094,0.6127,moderate 7614,Mozambique,2019,rural,Health,Junior,28.88,270480,0.2826,194054,0.1986,38547,15,0.476,0.6622,120.34,0.0591,0.3996,0.1897,0.4248,low 7615,Nigeria,2025,remote,Infrastructure,Junior,235.75,4300697,0.2665,3154420,0.25,788569,30,0.7026,0.72,204.61,0.0633,0.6192,0.3882,0.5296,moderate 7616,Rwanda,2024,capital,Agriculture,Senior,14.0,385272,0.0728,357219,0.649,231837,69,0.729,0.8185,841.29,0.0843,0.7758,0.6721,0.8341,high 7617,Ghana,2023,rural,Infrastructure,Junior,33.3,821042,0.1518,696442,0.3359,233928,39,0.59,0.7298,284.6,0.0664,0.7254,0.4497,0.6205,moderate 7618,Senegal,2019,urban,Finance,Senior,15.76,295909,0.1259,258641,0.5052,130662,34,0.5505,0.7584,331.48,0.0555,0.6255,0.3283,0.639,moderate 7619,Tanzania,2019,urban,Education,Senior,57.79,1151701,0.1163,1017806,0.4398,447663,34,0.6049,0.73,392.89,0.0561,0.7439,0.4331,0.6431,moderate 7620,Mozambique,2018,rural,Health,Mid_Level,28.12,303141,0.2607,224104,0.1613,36146,16,0.5326,0.6168,104.08,0.052,0.4458,0.2102,0.4233,low 7621,South Africa,2018,rural,Education,Mid_Level,59.11,3432282,0.1633,2871751,0.4227,1213868,75,0.8277,0.9176,449.78,0.0778,0.9204,0.5279,0.7848,high 7622,South Africa,2022,rural,Education,Mid_Level,61.02,3474157,0.1899,2814357,0.4164,1171854,75,0.7813,0.8153,534.96,0.0771,0.95,0.7297,0.7844,high 7623,Ghana,2025,capital,Health,Senior,34.71,961728,0.1248,841746,0.4695,395159,33,0.5411,0.7365,285.13,0.0718,0.6262,0.3811,0.6299,moderate 7624,South Africa,2023,remote,Health,Mid_Level,61.51,3160143,0.1738,2610755,0.3059,798681,70,0.8647,0.8758,594.48,0.077,0.78,0.7505,0.7424,high 7625,Nigeria,2024,urban,Education,Junior,230.0,4461027,0.1815,3651190,0.3759,1372473,38,0.7273,0.7945,304.53,0.0589,0.6837,0.3484,0.616,moderate 7626,Uganda,2020,rural,Finance,Director,43.2,324434,0.2134,255209,0.2773,70779,18,0.5319,0.7844,512.98,0.0604,0.6286,0.4199,0.5335,moderate 7627,Kenya,2025,capital,Justice,Director,56.15,1773248,0.0782,1634492,0.6634,1084277,58,0.8177,0.915,1616.06,0.076,0.95,0.5319,0.8267,high 7628,Ghana,2021,urban,Health,Senior,31.94,739698,0.1375,638013,0.4417,281840,47,0.7612,0.811,420.24,0.0526,0.6485,0.3769,0.6678,high 7629,Ethiopia,2019,urban,Administration,Senior,111.37,1348815,0.2058,1071233,0.2884,308913,19,0.5232,0.6138,214.29,0.0605,0.4047,0.1954,0.4702,low 7630,Tanzania,2018,capital,Security,Junior,56.11,877110,0.1425,752158,0.46,345999,33,0.6486,0.7832,268.53,0.0505,0.5935,0.3304,0.6218,moderate 7631,Kenya,2022,urban,Education,Mid_Level,52.76,1761819,0.113,1562685,0.6244,975780,67,0.8691,0.8989,431.08,0.0909,0.9477,0.657,0.8407,high 7632,Rwanda,2023,urban,Agriculture,Mid_Level,13.67,443137,0.0798,407780,0.6432,262273,82,0.7387,0.879,649.91,0.071,0.9158,0.6346,0.8827,high 7633,Tanzania,2021,rural,Education,Director,61.31,1096342,0.2041,872562,0.2657,231854,32,0.6154,0.738,512.33,0.0686,0.7254,0.4273,0.5714,moderate 7634,Senegal,2023,rural,Finance,Mid_Level,17.53,342463,0.149,291450,0.3643,106185,32,0.7052,0.7801,223.9,0.0605,0.6569,0.3706,0.6036,moderate 7635,DRC,2023,rural,Security,Mid_Level,101.74,668982,0.3196,455149,0.1664,75718,13,0.5167,0.6722,97.31,0.0559,0.3994,0.1966,0.4046,low 7636,Mozambique,2022,rural,Security,Junior,31.29,294695,0.2747,213739,0.2114,45194,12,0.5396,0.5995,96.46,0.0646,0.3956,0.2081,0.4145,low 7637,Ethiopia,2019,capital,Education,Mid_Level,111.37,1158518,0.1752,955584,0.2809,268455,15,0.6235,0.651,135.48,0.057,0.447,0.1903,0.4753,low 7638,Ghana,2018,remote,Administration,Mid_Level,30.01,645637,0.1934,520779,0.2732,142273,30,0.6253,0.7531,180.63,0.0507,0.6321,0.4489,0.566,moderate 7639,Nigeria,2022,rural,Health,Junior,218.92,4942369,0.2302,3804784,0.349,1327688,32,0.5755,0.7919,253.49,0.0568,0.7046,0.4125,0.5902,moderate 7640,Rwanda,2021,urban,Education,Junior,13.04,376347,0.0862,343914,0.6489,223150,65,0.8725,0.9042,590.17,0.0737,0.8706,0.7331,0.8492,high 7641,Tanzania,2019,rural,Finance,Senior,57.79,1116052,0.1941,899479,0.3251,292411,33,0.7163,0.6954,375.43,0.065,0.6449,0.4394,0.578,moderate 7642,Ethiopia,2021,capital,Infrastructure,Junior,117.0,1544934,0.1607,1296628,0.3521,456598,12,0.5729,0.6943,148.92,0.0593,0.341,0.2079,0.4869,low 7643,Mozambique,2022,capital,Education,Senior,31.29,316338,0.1718,261979,0.3043,79725,19,0.5355,0.6659,165.38,0.0668,0.3986,0.1616,0.4865,low 7644,Tanzania,2020,rural,Education,Junior,59.53,1168030,0.2202,910834,0.252,229566,20,0.521,0.6914,195.92,0.0483,0.6027,0.368,0.5087,moderate 7645,Nigeria,2021,capital,Education,Junior,213.58,4806814,0.1185,4237007,0.4294,1819325,25,0.6627,0.745,225.93,0.0555,0.653,0.3366,0.6009,moderate 7646,Rwanda,2025,urban,Education,Mid_Level,14.34,396075,0.0787,364886,0.6516,237748,85,0.8379,0.8264,526.83,0.0882,0.8494,0.5546,0.8701,high 7647,DRC,2023,capital,Education,Junior,101.74,602682,0.2338,461770,0.2298,106126,9,0.4644,0.6189,98.92,0.0661,0.365,0.1888,0.4197,low 7648,Tanzania,2021,rural,Infrastructure,Junior,61.31,997071,0.1709,826635,0.285,235627,24,0.6116,0.7828,287.58,0.0575,0.642,0.4724,0.5674,moderate 7649,DRC,2022,rural,Agriculture,Junior,98.59,520787,0.3059,361473,0.1716,62027,11,0.5724,0.6073,119.19,0.0676,0.4444,0.1629,0.3957,low 7650,Ghana,2020,urban,Finance,Senior,31.29,677245,0.1478,577123,0.5537,319548,27,0.5783,0.7511,391.24,0.0634,0.6506,0.4475,0.6414,moderate 7651,Uganda,2025,urban,Agriculture,Senior,50.57,439882,0.1709,364708,0.3076,112184,24,0.5802,0.6781,265.63,0.0698,0.5703,0.4509,0.548,moderate 7652,Nigeria,2023,rural,Social_Services,Mid_Level,224.39,4521581,0.1729,3739664,0.2789,1043085,33,0.6678,0.7775,278.05,0.0614,0.6901,0.395,0.5841,moderate 7653,Nigeria,2021,capital,Justice,Junior,213.58,4778439,0.1308,4153433,0.4689,1947576,35,0.7222,0.8002,294.33,0.0538,0.5641,0.3731,0.6358,moderate 7654,Nigeria,2019,rural,ICT,Junior,203.29,4320069,0.2282,3334347,0.2715,905410,34,0.7284,0.7113,240.96,0.0551,0.6965,0.4304,0.5652,moderate 7655,Mozambique,2021,urban,Social_Services,Junior,30.47,341593,0.1947,275085,0.263,72341,19,0.6286,0.6016,97.89,0.0605,0.4088,0.1732,0.463,low 7656,Nigeria,2020,urban,Social_Services,Junior,208.37,4708826,0.1466,4018296,0.3826,1537492,22,0.6238,0.7787,283.53,0.0574,0.6241,0.321,0.5753,moderate 7657,Senegal,2020,capital,Agriculture,Junior,16.18,397055,0.1018,356645,0.5478,195380,34,0.6579,0.7888,191.02,0.0513,0.7297,0.3441,0.6722,high 7658,Senegal,2025,capital,Security,Senior,18.49,435158,0.1122,386342,0.4786,184915,41,0.671,0.705,466.49,0.068,0.6731,0.3868,0.6559,high 7659,DRC,2024,rural,Infrastructure,Junior,105.0,672366,0.3804,416566,0.1411,58782,9,0.5784,0.697,106.0,0.0622,0.3451,0.2223,0.374,low 7660,Botswana,2024,capital,Justice,Junior,2.6,117729,0.0912,106991,0.8,85592,64,0.8326,0.8096,392.75,0.0762,0.9083,0.664,0.8659,high 7661,Uganda,2019,urban,Education,Junior,41.86,343857,0.1784,282499,0.3047,86085,24,0.5965,0.6953,187.58,0.0573,0.7357,0.3786,0.5573,moderate 7662,Nigeria,2025,rural,ICT,Senior,235.75,5159848,0.1828,4216719,0.2945,1241868,33,0.5999,0.7624,283.91,0.0598,0.6976,0.4432,0.5889,moderate 7663,Nigeria,2021,rural,Infrastructure,Junior,213.58,3712470,0.1724,3072349,0.2796,859137,35,0.5651,0.7455,189.67,0.0649,0.5675,0.4197,0.5749,moderate 7664,Tanzania,2023,capital,Education,Director,65.05,1036619,0.1385,893081,0.4637,414096,22,0.6542,0.6855,645.22,0.0518,0.6608,0.4117,0.5964,moderate 7665,Tanzania,2018,rural,Education,Junior,56.11,1092841,0.1601,917872,0.3326,305309,33,0.5539,0.7576,265.13,0.05,0.7329,0.37,0.5996,moderate 7666,Ghana,2018,remote,Education,Junior,30.01,752144,0.1904,608970,0.3024,184157,38,0.6687,0.7787,317.12,0.0661,0.5892,0.441,0.5928,moderate 7667,Tanzania,2022,remote,ICT,Director,63.15,1183379,0.2519,885277,0.212,187664,32,0.5384,0.748,764.77,0.0707,0.7191,0.3225,0.5364,moderate 7668,Ghana,2023,rural,Health,Junior,33.3,722693,0.1703,599587,0.382,229035,42,0.5886,0.7513,233.85,0.0604,0.7163,0.4713,0.6394,moderate 7669,Rwanda,2018,capital,Administration,Mid_Level,12.14,387592,0.065,362405,0.5809,210537,69,0.6719,0.788,517.85,0.0796,0.8719,0.679,0.8248,high 7670,DRC,2022,rural,Education,Mid_Level,98.59,645483,0.3961,389810,0.1376,53639,13,0.489,0.638,116.89,0.0495,0.3823,0.1816,0.37,low 7671,Mozambique,2020,rural,Security,Senior,29.66,317094,0.2985,222427,0.2018,44875,13,0.5293,0.658,169.54,0.0678,0.3927,0.1648,0.4127,low 7672,DRC,2019,rural,Social_Services,Executive,89.7,581704,0.3728,364867,0.1487,54239,13,0.5447,0.6866,343.98,0.0628,0.366,0.2088,0.3869,low 7673,Mozambique,2025,rural,Infrastructure,Junior,33.89,382554,0.2262,296021,0.1698,50268,22,0.6314,0.5856,114.45,0.0667,0.4445,0.2236,0.4456,low 7674,Mozambique,2021,remote,Social_Services,Junior,30.47,343908,0.3175,234704,0.1299,30485,22,0.6228,0.6953,116.07,0.062,0.4454,0.2141,0.4283,low 7675,Senegal,2025,remote,Agriculture,Executive,18.49,444205,0.174,366926,0.2532,92915,33,0.6083,0.7543,1178.98,0.0624,0.7299,0.4157,0.58,moderate 7676,Mozambique,2021,rural,Education,Mid_Level,30.47,334241,0.311,230305,0.1693,38988,22,0.6099,0.6111,84.92,0.0568,0.3815,0.1802,0.4174,low 7677,Ghana,2018,urban,Administration,Director,30.01,747988,0.1463,638561,0.4391,280417,45,0.6919,0.6854,461.57,0.0486,0.616,0.4068,0.6408,moderate 7678,Rwanda,2024,urban,Infrastructure,Junior,14.0,433423,0.09,394430,0.6797,268080,70,0.777,0.8359,519.86,0.0771,0.8342,0.5728,0.8385,high 7679,Kenya,2024,urban,Health,Mid_Level,55.0,2030980,0.0822,1864020,0.6558,1222409,41,0.6678,0.7702,596.08,0.0677,0.95,0.5982,0.7663,high 7680,Tanzania,2022,rural,ICT,Junior,63.15,1252717,0.164,1047259,0.2527,264628,32,0.5922,0.7982,308.67,0.0629,0.6208,0.3428,0.5683,moderate 7681,Uganda,2019,rural,Infrastructure,Mid_Level,41.86,291881,0.2279,225371,0.2357,53122,28,0.5658,0.6825,190.41,0.0606,0.5569,0.3636,0.5164,moderate 7682,Uganda,2022,capital,Infrastructure,Senior,46.01,397938,0.1479,339099,0.3534,119842,27,0.6498,0.7326,445.53,0.0495,0.5895,0.4189,0.5796,moderate 7683,Ghana,2022,rural,Security,Junior,32.62,755561,0.1763,622365,0.4149,258214,35,0.5564,0.7907,237.28,0.053,0.5689,0.4605,0.6187,moderate 7684,Ghana,2025,rural,Education,Mid_Level,34.71,829103,0.1466,707552,0.3983,281809,43,0.7464,0.8068,290.92,0.0643,0.5619,0.3429,0.6319,moderate 7685,Uganda,2020,capital,Education,Junior,43.2,396421,0.1881,321837,0.3382,108844,16,0.6028,0.7112,310.79,0.071,0.6912,0.3701,0.5403,moderate 7686,Mozambique,2024,urban,Infrastructure,Junior,33.0,330118,0.1838,269437,0.2785,75043,19,0.5727,0.6697,106.29,0.0505,0.3741,0.2081,0.4799,low 7687,Tanzania,2019,urban,Justice,Director,57.79,989569,0.1408,850217,0.3819,324721,28,0.5329,0.6833,652.83,0.0563,0.6348,0.3977,0.586,moderate 7688,South Africa,2021,capital,Administration,Junior,60.54,3066627,0.1039,2747922,0.7441,2044604,45,0.6284,0.9087,546.8,0.0648,0.95,0.6133,0.8152,high 7689,Tanzania,2024,capital,Education,Mid_Level,67.0,1350865,0.1454,1154516,0.4274,493389,27,0.5928,0.7127,227.7,0.068,0.7213,0.4516,0.6122,moderate 7690,Senegal,2018,urban,Security,Executive,15.34,290218,0.0923,263422,0.4111,108284,41,0.6463,0.7269,961.79,0.0508,0.7172,0.3974,0.6527,high 7691,Tanzania,2021,rural,Education,Junior,61.31,1036393,0.1677,862605,0.2777,239526,31,0.6882,0.6897,180.98,0.0531,0.7268,0.3578,0.5669,moderate 7692,Senegal,2024,capital,Education,Junior,18.0,410945,0.0997,369976,0.4555,168511,25,0.5663,0.7768,183.6,0.0719,0.5896,0.4256,0.6195,moderate 7693,Uganda,2023,rural,Finance,Junior,47.48,328087,0.2426,248486,0.2437,60552,21,0.6141,0.7273,254.42,0.0708,0.5801,0.4561,0.5155,moderate 7694,Mozambique,2020,rural,Education,Junior,29.66,262820,0.254,196072,0.1671,32756,17,0.6297,0.6981,149.51,0.0593,0.3366,0.2008,0.4292,low 7695,Rwanda,2021,remote,Finance,Mid_Level,13.04,447812,0.1355,387127,0.3632,140618,96,0.95,0.8894,462.23,0.0847,0.95,0.6066,0.836,high 7696,Mozambique,2019,rural,Health,Mid_Level,28.88,298811,0.2794,215313,0.1808,38926,13,0.5705,0.6207,120.0,0.0637,0.3573,0.1708,0.4037,low 7697,Nigeria,2020,rural,Security,Junior,208.37,3891940,0.2471,2930323,0.2801,820735,37,0.5524,0.7576,302.84,0.0707,0.6392,0.4744,0.5757,moderate 7698,Botswana,2025,capital,Health,Mid_Level,2.64,115929,0.0838,106215,0.6422,68215,51,0.7176,0.8127,476.11,0.0785,0.9465,0.6464,0.7983,high 7699,DRC,2024,capital,Health,Mid_Level,105.0,695135,0.254,518575,0.2168,112440,13,0.5267,0.6581,90.3,0.0564,0.4394,0.2106,0.4369,low 7700,DRC,2020,urban,Health,Junior,92.57,584571,0.2193,456390,0.1885,86039,12,0.5459,0.5909,153.29,0.0664,0.407,0.1999,0.4216,low 7701,Ethiopia,2023,urban,Education,Mid_Level,122.93,1685395,0.2182,1317590,0.3251,428341,13,0.516,0.704,129.28,0.059,0.3359,0.204,0.4688,low 7702,South Africa,2020,rural,Education,Director,60.06,3556320,0.1717,2945728,0.4738,1395645,65,0.7887,0.9173,1049.25,0.0706,0.95,0.7786,0.7985,high 7703,South Africa,2019,rural,Administration,Mid_Level,59.58,3301801,0.1724,2732516,0.4975,1359456,44,0.7697,0.8586,442.8,0.0778,0.8712,0.6302,0.7202,high 7704,Kenya,2024,urban,Health,Mid_Level,55.0,1720443,0.0772,1587663,0.548,870011,67,0.7011,0.8526,412.05,0.0704,0.82,0.73,0.8181,high 7705,Kenya,2023,urban,Health,Junior,53.87,1685812,0.113,1495396,0.5743,858801,37,0.7226,0.8735,622.07,0.0684,0.8409,0.7535,0.7483,high 7706,South Africa,2021,urban,Health,Director,60.54,3592445,0.1249,3143666,0.6705,2107716,58,0.7041,0.8165,1056.72,0.0742,0.8876,0.7352,0.8162,high 7707,Ethiopia,2018,rural,Education,Mid_Level,108.65,1347693,0.2901,956706,0.1846,176649,14,0.5004,0.6847,134.06,0.0659,0.3611,0.2252,0.42,low 7708,DRC,2019,remote,Education,Junior,89.7,549567,0.4017,328817,0.1276,41942,10,0.5904,0.7023,127.46,0.0614,0.4273,0.2062,0.3752,low 7709,Botswana,2022,urban,Education,Junior,2.52,102757,0.0914,93364,0.6312,58930,87,0.7579,0.9011,567.48,0.0945,0.8432,0.7319,0.8951,high 7710,DRC,2022,urban,Infrastructure,Mid_Level,98.59,525114,0.2717,382438,0.1945,74369,11,0.5499,0.5921,111.75,0.0633,0.3422,0.1735,0.3986,low 7711,Rwanda,2025,urban,Social_Services,Mid_Level,14.34,383326,0.0787,353174,0.5236,184927,58,0.6879,0.8605,360.49,0.0763,0.9341,0.6497,0.7937,high 7712,Rwanda,2022,remote,ICT,Senior,13.35,412793,0.1175,364283,0.3358,122320,85,0.8137,0.8525,749.38,0.0887,0.8039,0.738,0.7991,high 7713,Ghana,2021,rural,Health,Junior,31.94,809136,0.1832,660865,0.3616,238950,38,0.6836,0.7623,288.5,0.0664,0.6455,0.4455,0.613,moderate 7714,Botswana,2021,remote,Education,Junior,2.49,110064,0.1221,96625,0.4077,39390,74,0.9041,0.8271,430.32,0.0693,0.8751,0.5279,0.7708,high 7715,DRC,2025,rural,Education,Mid_Level,108.36,679326,0.3673,429823,0.1487,63895,13,0.6257,0.7145,131.83,0.0526,0.3659,0.2187,0.3935,low 7716,Kenya,2018,rural,Agriculture,Senior,48.55,1780150,0.101,1600314,0.4204,672755,43,0.5944,0.862,778.29,0.0748,0.8653,0.545,0.7077,high 7717,Kenya,2025,rural,Education,Senior,56.15,2074489,0.1092,1847958,0.381,704046,48,0.7235,0.8539,883.41,0.0655,0.8118,0.6875,0.716,high 7718,DRC,2023,urban,Administration,Mid_Level,101.74,550413,0.2732,400061,0.1971,78842,9,0.606,0.5947,104.11,0.0561,0.4051,0.2337,0.4066,low 7719,DRC,2021,rural,Education,Senior,95.53,631000,0.3603,403635,0.1474,59514,9,0.5178,0.654,163.62,0.0547,0.3625,0.2138,0.375,low 7720,Ethiopia,2024,rural,Security,Junior,126.0,1332911,0.2704,972509,0.1868,181643,11,0.556,0.6091,128.75,0.0628,0.3316,0.2328,0.4044,low 7721,Rwanda,2018,capital,Administration,Junior,12.14,365703,0.069,340453,0.5742,195493,59,0.7079,0.843,539.07,0.0892,0.9145,0.5631,0.798,high 7722,Mozambique,2023,rural,Infrastructure,Senior,32.13,360024,0.253,268924,0.1966,52857,21,0.5394,0.6599,227.37,0.0661,0.335,0.1937,0.4402,low 7723,Rwanda,2020,rural,Finance,Junior,12.73,400606,0.1193,352812,0.4473,157810,58,0.8116,0.8106,411.43,0.0911,0.95,0.7457,0.7682,high 7724,DRC,2023,rural,Education,Junior,101.74,536508,0.2994,375851,0.1375,51695,14,0.5626,0.6462,111.25,0.0659,0.3381,0.1688,0.3921,low 7725,Uganda,2025,capital,Education,Junior,50.57,359556,0.1826,293894,0.4252,124960,23,0.5755,0.7106,192.97,0.0631,0.6902,0.4642,0.5902,moderate 7726,Botswana,2022,capital,Education,Mid_Level,2.52,97050,0.083,88995,0.8,71196,85,0.8563,0.8441,430.16,0.0738,0.8616,0.6854,0.9231,high 7727,Senegal,2019,capital,Administration,Junior,15.76,352046,0.0847,322231,0.463,149187,32,0.6002,0.7042,246.01,0.052,0.5867,0.4006,0.6289,moderate 7728,Nigeria,2020,rural,Education,Junior,208.37,3935183,0.2204,3067863,0.2944,903260,35,0.6407,0.7364,184.43,0.0642,0.7077,0.4646,0.5837,moderate 7729,Botswana,2020,urban,Infrastructure,Junior,2.45,99112,0.0989,89311,0.6722,60038,85,0.9147,0.7821,577.68,0.0667,0.8622,0.6501,0.8744,high 7730,Nigeria,2019,remote,Health,Director,203.29,3548118,0.2525,2652266,0.2164,573928,35,0.7271,0.7438,647.06,0.0696,0.6106,0.4428,0.5454,moderate 7731,Ethiopia,2018,capital,Security,Junior,108.65,1187591,0.1744,980528,0.2714,266138,11,0.5915,0.7113,93.94,0.0565,0.3649,0.2232,0.4673,low 7732,Mozambique,2025,capital,Education,Senior,33.89,372351,0.1931,300452,0.2812,84477,13,0.6062,0.6254,206.72,0.0641,0.4435,0.18,0.4607,low 7733,DRC,2021,rural,Education,Executive,95.53,544025,0.3615,347336,0.1327,46091,12,0.468,0.6905,457.93,0.0608,0.3942,0.1707,0.3829,low 7734,Mozambique,2018,rural,Education,Junior,28.12,318566,0.2265,246425,0.1741,42900,17,0.4902,0.6517,139.0,0.0656,0.3944,0.2374,0.4404,low 7735,Rwanda,2018,rural,Education,Mid_Level,12.14,325664,0.0937,295153,0.4366,128864,62,0.7067,0.7921,373.97,0.0801,0.95,0.6769,0.7722,high 7736,DRC,2018,rural,Education,Mid_Level,86.92,464274,0.3185,316407,0.1596,50508,9,0.5668,0.6232,109.37,0.0653,0.3683,0.1614,0.3792,low 7737,Rwanda,2018,rural,Security,Mid_Level,12.14,400848,0.1202,352682,0.4354,153570,87,0.7589,0.8285,480.39,0.0753,0.875,0.6235,0.8204,high 7738,Ghana,2023,capital,Education,Mid_Level,33.3,855205,0.1094,761613,0.4905,373607,36,0.6813,0.7606,210.3,0.0588,0.6324,0.3334,0.6459,moderate 7739,DRC,2018,capital,Administration,Mid_Level,86.92,478521,0.2629,352722,0.2496,88040,13,0.6307,0.6427,121.71,0.0643,0.4405,0.2299,0.4426,low 7740,Senegal,2023,remote,Education,Mid_Level,17.53,416079,0.1532,352319,0.2696,94992,34,0.6735,0.8061,242.47,0.0543,0.7404,0.4675,0.6058,moderate 7741,Botswana,2020,capital,Education,Junior,2.45,94088,0.0776,86790,0.6968,60474,66,0.77,0.8665,402.83,0.0842,0.95,0.6623,0.861,high 7742,Senegal,2025,urban,ICT,Mid_Level,18.49,444696,0.1328,385638,0.4121,158929,38,0.7152,0.7029,243.47,0.0663,0.573,0.364,0.614,moderate 7743,Kenya,2019,capital,Infrastructure,Junior,49.57,1592171,0.074,1474339,0.7,1032018,48,0.6813,0.7848,522.78,0.07,0.9255,0.6612,0.8029,high 7744,Uganda,2022,urban,Health,Junior,46.01,354097,0.2066,280951,0.4098,115139,25,0.591,0.7183,201.09,0.0515,0.582,0.4108,0.5704,moderate 7745,Nigeria,2022,rural,Finance,Junior,218.92,3737561,0.1876,3036303,0.3496,1061499,23,0.5296,0.7481,243.96,0.053,0.5981,0.4596,0.566,moderate 7746,Senegal,2025,urban,Health,Junior,18.49,464156,0.1086,413755,0.4949,204782,33,0.6213,0.824,215.39,0.0671,0.7023,0.3922,0.6621,high 7747,DRC,2024,rural,Education,Junior,105.0,609452,0.3134,418419,0.1548,64766,9,0.5,0.6789,115.13,0.0682,0.4267,0.1612,0.3935,low 7748,Nigeria,2022,capital,Administration,Junior,218.92,3744432,0.1234,3282408,0.4705,1544245,28,0.5772,0.7833,252.74,0.0498,0.6961,0.3775,0.6316,moderate 7749,South Africa,2024,rural,Education,Mid_Level,62.0,3142118,0.146,2683515,0.4864,1305151,54,0.6555,0.864,393.21,0.0642,0.8297,0.6415,0.7468,high 7750,Ethiopia,2021,rural,ICT,Junior,117.0,1201667,0.2663,881648,0.201,177212,15,0.6188,0.6341,113.01,0.0529,0.4244,0.2379,0.4325,low 7751,Kenya,2020,urban,Health,Mid_Level,50.61,1698548,0.1055,1519430,0.5289,803678,64,0.8555,0.8114,583.57,0.0695,0.9156,0.7761,0.8068,high 7752,Kenya,2022,urban,Education,Junior,52.76,2095399,0.0917,1903349,0.6062,1153768,46,0.7768,0.8163,540.33,0.0714,0.95,0.614,0.7725,high 7753,Kenya,2019,capital,Security,Senior,49.57,1627103,0.0998,1464648,0.696,1019393,47,0.6104,0.7942,908.35,0.0721,0.8575,0.6148,0.7829,high 7754,South Africa,2022,rural,Education,Mid_Level,61.02,3173644,0.135,2745205,0.4779,1311807,47,0.6065,0.9291,451.36,0.0926,0.9305,0.7238,0.758,high 7755,Kenya,2025,rural,Infrastructure,Senior,56.15,2160609,0.1277,1884725,0.3952,744880,44,0.7303,0.9246,643.73,0.0938,0.9497,0.6356,0.7241,high 7756,Botswana,2018,capital,Security,Junior,2.38,118533,0.0766,109447,0.7281,79685,66,0.7659,0.9304,361.25,0.0908,0.95,0.6386,0.8763,high 7757,DRC,2024,urban,Education,Junior,105.0,639805,0.265,470274,0.1927,90638,9,0.6141,0.6014,93.76,0.0545,0.3903,0.1606,0.3997,low 7758,Nigeria,2018,rural,Administration,Executive,198.33,3852555,0.2209,3001657,0.2697,809573,32,0.6652,0.7595,879.96,0.0666,0.7284,0.3567,0.5646,moderate 7759,Kenya,2023,capital,Education,Junior,53.87,1832661,0.078,1689792,0.5853,988982,55,0.7987,0.7765,437.85,0.075,0.936,0.5441,0.7788,high 7760,Botswana,2018,capital,Education,Junior,2.38,102017,0.093,92526,0.6869,63560,64,0.7821,0.8321,476.68,0.0774,0.95,0.5485,0.8331,high 7761,Nigeria,2020,rural,ICT,Junior,208.37,4231208,0.1764,3484931,0.3459,1205559,26,0.5844,0.6817,271.3,0.0496,0.6422,0.4268,0.5665,moderate 7762,Rwanda,2024,rural,Education,Mid_Level,14.0,383655,0.0991,345642,0.383,132394,93,0.95,0.8523,515.06,0.081,0.95,0.7128,0.8476,high 7763,Ethiopia,2024,urban,Education,Senior,126.0,1339687,0.2179,1047821,0.2632,275807,13,0.5373,0.6778,139.08,0.0567,0.398,0.2247,0.4578,low 7764,Rwanda,2023,urban,Education,Executive,13.67,438861,0.0637,410896,0.55,226001,81,0.8367,0.863,1861.23,0.0943,0.821,0.5725,0.8429,high 7765,Kenya,2020,rural,Administration,Junior,50.61,1618420,0.1368,1397080,0.4523,631964,58,0.6429,0.8343,543.66,0.0644,0.7754,0.6373,0.7403,high 7766,Mozambique,2018,remote,Finance,Mid_Level,28.12,322705,0.2842,231001,0.1543,35643,14,0.6301,0.6777,101.68,0.052,0.399,0.1834,0.4124,low 7767,Tanzania,2025,rural,Administration,Junior,69.01,1343897,0.1538,1137161,0.2852,324349,24,0.6549,0.8185,245.31,0.0541,0.6806,0.41,0.5747,moderate 7768,Ethiopia,2024,urban,Infrastructure,Mid_Level,126.0,1389072,0.2234,1078816,0.3167,341655,16,0.6152,0.6571,149.44,0.0574,0.401,0.2067,0.4727,low 7769,South Africa,2019,rural,Administration,Mid_Level,59.58,3135474,0.1634,2623048,0.519,1361438,46,0.612,0.818,649.27,0.0757,0.9446,0.7384,0.7449,high 7770,DRC,2022,capital,Security,Junior,98.59,606401,0.241,460238,0.2147,98803,8,0.5996,0.6819,134.62,0.0615,0.3922,0.2212,0.427,low 7771,Ethiopia,2018,rural,Administration,Senior,108.65,1486626,0.291,1054030,0.2314,243931,16,0.6227,0.5919,126.14,0.0666,0.395,0.1679,0.4202,low 7772,Tanzania,2019,capital,Education,Executive,57.79,1051707,0.1468,897357,0.3972,356407,26,0.608,0.798,713.84,0.0587,0.5964,0.4472,0.6017,moderate 7773,Ghana,2021,capital,Health,Junior,31.94,683693,0.1041,612522,0.6125,375160,40,0.6083,0.6894,215.14,0.067,0.5877,0.4388,0.6832,high 7774,Uganda,2024,rural,Infrastructure,Junior,49.0,409526,0.256,304704,0.2219,67619,28,0.6592,0.6799,235.77,0.0625,0.7221,0.4195,0.5276,moderate 7775,Ethiopia,2019,rural,Infrastructure,Junior,111.37,1384437,0.3405,913099,0.181,165247,14,0.5649,0.6553,142.96,0.0626,0.3396,0.1928,0.3967,low 7776,Mozambique,2022,rural,Education,Senior,31.29,343147,0.2989,240571,0.1946,46816,16,0.6115,0.623,159.56,0.053,0.4427,0.2092,0.4226,low 7777,DRC,2018,remote,Administration,Junior,86.92,501885,0.3512,325644,0.1278,41616,11,0.5554,0.6628,147.76,0.0707,0.4041,0.1606,0.3776,low 7778,Kenya,2022,urban,Health,Junior,52.76,1962758,0.0837,1798555,0.6195,1114261,43,0.7019,0.853,604.97,0.0891,0.7845,0.567,0.7546,high 7779,Ethiopia,2023,remote,Health,Junior,122.93,1500625,0.4371,844645,0.1558,131612,17,0.5603,0.6387,132.4,0.0631,0.3503,0.1708,0.3701,low 7780,Tanzania,2025,rural,Education,Junior,69.01,1378483,0.2073,1092790,0.2893,316178,33,0.58,0.8212,259.61,0.0569,0.5627,0.3344,0.5659,moderate 7781,Tanzania,2019,urban,Health,Mid_Level,57.79,1175247,0.154,994272,0.46,457373,31,0.6132,0.7166,322.44,0.0615,0.6242,0.4515,0.6191,moderate 7782,Ghana,2024,urban,Finance,Director,34.0,805512,0.1454,688352,0.5493,378119,30,0.5533,0.6913,773.86,0.0642,0.6056,0.4018,0.6304,moderate 7783,Uganda,2020,remote,Education,Junior,43.2,341893,0.2521,255694,0.2156,55119,24,0.6293,0.723,254.78,0.0538,0.7299,0.4224,0.5245,moderate 7784,DRC,2024,capital,Finance,Mid_Level,105.0,611845,0.21,483335,0.2463,119061,15,0.5069,0.6469,98.08,0.0481,0.3514,0.1687,0.4456,low 7785,South Africa,2020,urban,Administration,Director,60.06,2897005,0.0997,2608144,0.728,1898722,57,0.7366,0.8246,1593.13,0.0944,0.95,0.7008,0.8383,high 7786,Nigeria,2023,capital,Education,Junior,224.39,4485135,0.1142,3972715,0.52,2065704,38,0.6611,0.7363,286.64,0.0595,0.6455,0.4429,0.6657,high 7787,Ethiopia,2018,rural,Health,Junior,108.65,1255016,0.3513,814123,0.2274,185137,12,0.49,0.6169,133.09,0.0682,0.3876,0.2217,0.4025,low 7788,Rwanda,2019,rural,Security,Senior,12.43,331803,0.0845,303757,0.4359,132394,86,0.7913,0.7912,595.15,0.0737,0.95,0.6207,0.8286,high 7789,Senegal,2019,urban,Education,Junior,15.76,323228,0.0926,293283,0.4198,123134,26,0.6564,0.7404,208.88,0.0598,0.7376,0.3232,0.6139,moderate 7790,Ghana,2021,urban,Education,Mid_Level,31.94,868962,0.1436,744173,0.4812,358103,40,0.5968,0.7798,297.63,0.0506,0.6712,0.3486,0.6533,high 7791,Senegal,2024,urban,Health,Director,18.0,365321,0.1132,323964,0.4046,131078,41,0.7201,0.6959,722.69,0.0492,0.6172,0.4514,0.6366,moderate 7792,Senegal,2020,capital,Finance,Mid_Level,16.18,388418,0.095,351522,0.4388,154237,40,0.6824,0.7751,248.88,0.0586,0.6565,0.3464,0.6525,high 7793,Ghana,2023,rural,Justice,Director,33.3,743859,0.1857,605742,0.3586,217233,39,0.5858,0.7875,685.22,0.0653,0.7245,0.3361,0.6149,moderate 7794,DRC,2022,urban,Social_Services,Junior,98.59,651389,0.2956,458848,0.2257,103580,9,0.6144,0.6404,124.18,0.0524,0.4137,0.1897,0.4114,low 7795,South Africa,2020,urban,Education,Mid_Level,60.06,3262217,0.1317,2832647,0.6341,1796068,70,0.7625,0.8314,365.23,0.0811,0.8142,0.707,0.8274,high 7796,South Africa,2022,capital,Education,Mid_Level,61.02,2800069,0.1084,2496472,0.7975,1990985,57,0.8348,0.8797,428.74,0.0745,0.8277,0.5333,0.8328,high 7797,South Africa,2020,capital,Education,Senior,60.06,2833335,0.1234,2483622,0.7111,1766025,74,0.7585,0.8106,874.5,0.0917,0.95,0.7689,0.8754,high 7798,Ghana,2020,urban,Administration,Executive,31.29,761550,0.127,664844,0.4962,329893,44,0.7163,0.6894,903.02,0.0606,0.695,0.4728,0.6725,high 7799,Botswana,2019,capital,Health,Junior,2.41,102039,0.0688,95023,0.8,76018,80,0.825,0.7938,462.1,0.0672,0.846,0.7787,0.9143,high 7800,Mozambique,2022,rural,Justice,Junior,31.29,349670,0.3193,238003,0.1925,45814,16,0.6315,0.661,151.91,0.0606,0.3642,0.1653,0.4104,low 7801,Tanzania,2019,urban,Justice,Junior,57.79,1094931,0.1507,929915,0.3437,319612,19,0.629,0.7872,276.19,0.0541,0.5995,0.3227,0.556,moderate 7802,Kenya,2020,remote,Finance,Junior,50.61,1799149,0.1647,1502764,0.294,441854,40,0.6615,0.9025,483.65,0.0845,0.821,0.5733,0.6571,high 7803,Ethiopia,2018,rural,Finance,Mid_Level,108.65,1465841,0.2413,1112183,0.2055,228533,13,0.5189,0.6232,125.7,0.0655,0.4339,0.1792,0.4283,low 7804,Rwanda,2024,urban,Health,Junior,14.0,474502,0.0776,437699,0.5809,254256,68,0.8462,0.8969,357.59,0.0883,0.8536,0.5422,0.82,high 7805,Ethiopia,2023,rural,Administration,Senior,122.93,1352767,0.2746,981253,0.2292,224856,15,0.543,0.6071,134.18,0.0669,0.3611,0.2161,0.4249,low 7806,Senegal,2021,capital,Health,Junior,16.62,310906,0.1139,275482,0.4582,126216,41,0.6437,0.7573,232.2,0.0524,0.6053,0.4261,0.6553,high 7807,South Africa,2023,urban,Education,Junior,61.51,2770967,0.1412,2379839,0.6438,1532203,56,0.658,0.8841,372.99,0.0732,0.8484,0.7748,0.8106,high 7808,DRC,2022,rural,Social_Services,Mid_Level,98.59,553867,0.3477,361281,0.1338,48326,11,0.4827,0.5899,128.95,0.0643,0.4145,0.1855,0.3725,low 7809,Uganda,2019,remote,ICT,Senior,41.86,381491,0.2756,276351,0.2123,58661,17,0.5218,0.6877,455.9,0.0487,0.5713,0.3758,0.4745,low 7810,Kenya,2025,rural,Education,Junior,56.15,1827003,0.1351,1580140,0.4744,749573,46,0.608,0.8838,493.1,0.0863,0.95,0.7167,0.7491,high 7811,Mozambique,2022,remote,Education,Mid_Level,31.29,307335,0.3238,207824,0.1445,30040,14,0.4886,0.6313,142.36,0.0617,0.4387,0.1904,0.3978,low 7812,DRC,2020,rural,Social_Services,Junior,92.57,515305,0.2953,363147,0.147,53376,9,0.6079,0.7112,137.67,0.0645,0.3543,0.1724,0.3948,low 7813,Botswana,2018,capital,Agriculture,Junior,2.38,120121,0.0749,111123,0.6433,71489,83,0.9294,0.7918,588.3,0.0706,0.8396,0.5966,0.862,high 7814,South Africa,2023,urban,Health,Junior,61.51,2793261,0.0978,2520176,0.7371,1857514,54,0.7617,0.8923,497.75,0.0916,0.9419,0.7553,0.8484,high 7815,Tanzania,2022,capital,Education,Junior,63.15,1274353,0.1428,1092391,0.4227,461786,22,0.5568,0.7523,222.36,0.0496,0.7303,0.4258,0.6034,moderate 7816,Uganda,2024,capital,Security,Mid_Level,49.0,422604,0.1925,341256,0.346,118085,24,0.5887,0.7456,235.55,0.0489,0.6116,0.4576,0.5671,moderate 7817,South Africa,2023,rural,Finance,Senior,61.51,3414456,0.1843,2785320,0.4635,1291110,66,0.6931,0.8265,592.71,0.0704,0.8848,0.6248,0.7598,high 7818,Uganda,2024,urban,Health,Director,49.0,368140,0.1676,306432,0.4106,125818,23,0.5377,0.7352,535.58,0.0579,0.6518,0.4162,0.5853,moderate 7819,Tanzania,2020,capital,Infrastructure,Mid_Level,59.53,955609,0.124,837157,0.4964,415599,23,0.5279,0.7444,242.12,0.06,0.6028,0.4306,0.6156,moderate 7820,Senegal,2019,rural,Health,Executive,15.76,313532,0.1778,257778,0.322,83006,31,0.693,0.6785,850.88,0.05,0.7421,0.4196,0.5815,moderate 7821,Ghana,2021,urban,Social_Services,Junior,31.94,779951,0.1229,684132,0.4379,299563,38,0.6906,0.7756,295.29,0.0561,0.733,0.4781,0.6612,high 7822,Senegal,2020,remote,Infrastructure,Mid_Level,16.18,408253,0.1675,339852,0.2779,94451,34,0.7013,0.8033,188.48,0.058,0.6702,0.3261,0.5827,moderate 7823,Botswana,2019,urban,Finance,Mid_Level,2.41,113846,0.1022,102209,0.7393,75559,60,0.6508,0.8369,371.01,0.0919,0.95,0.744,0.8542,high 7824,DRC,2018,capital,Finance,Mid_Level,86.92,530500,0.184,432906,0.229,99141,11,0.5965,0.668,122.23,0.0645,0.3997,0.2018,0.4491,low 7825,DRC,2025,capital,Social_Services,Mid_Level,108.36,658047,0.2425,498454,0.232,115651,11,0.594,0.6556,154.63,0.0697,0.3967,0.2271,0.4356,low 7826,Botswana,2023,urban,Education,Senior,2.56,113265,0.0881,103281,0.614,63412,47,0.6541,0.8186,781.96,0.085,0.8016,0.69,0.7709,high 7827,Botswana,2021,capital,Security,Director,2.49,110587,0.0865,101020,0.8,80816,86,0.8266,0.7659,1173.28,0.0821,0.95,0.7397,0.9272,high 7828,Rwanda,2024,capital,Security,Mid_Level,14.0,446880,0.0604,419891,0.7193,302013,65,0.6871,0.932,603.47,0.0786,0.8995,0.5525,0.8622,high 7829,Ethiopia,2024,rural,Finance,Mid_Level,126.0,1421009,0.2948,1002045,0.1907,191092,18,0.5142,0.6665,128.63,0.0549,0.4445,0.2138,0.4348,low 7830,South Africa,2022,rural,Justice,Junior,61.02,3252662,0.1801,2666708,0.4092,1091221,61,0.8211,0.8908,484.74,0.0716,0.791,0.7331,0.7458,high 7831,Nigeria,2025,rural,Administration,Mid_Level,235.75,4312505,0.1713,3573571,0.3316,1184932,29,0.6874,0.7043,306.71,0.067,0.7372,0.452,0.5871,moderate 7832,Ghana,2021,rural,Security,Director,31.94,864106,0.1652,721342,0.4112,296590,38,0.6053,0.6798,578.11,0.0705,0.7153,0.4031,0.6203,moderate 7833,Senegal,2018,rural,Social_Services,Junior,15.34,328288,0.1787,269634,0.326,87908,38,0.5898,0.7513,217.67,0.0533,0.7121,0.4799,0.6137,moderate 7834,Botswana,2022,urban,Social_Services,Mid_Level,2.52,113691,0.0762,105026,0.6753,70920,80,0.7993,0.795,368.35,0.0882,0.9391,0.5995,0.8729,high 7835,Tanzania,2021,urban,Education,Junior,61.31,1086233,0.1586,914009,0.4579,418511,20,0.5233,0.7386,195.31,0.0629,0.6882,0.4319,0.5976,moderate 7836,Ethiopia,2025,capital,Justice,Mid_Level,129.15,1665344,0.1784,1368324,0.2828,387003,16,0.5265,0.6973,155.96,0.0684,0.4171,0.2323,0.4857,low 7837,Rwanda,2025,rural,Infrastructure,Director,14.34,400226,0.1007,359940,0.4044,145542,70,0.841,0.8385,942.75,0.0682,0.8233,0.6061,0.7696,high 7838,Tanzania,2019,urban,Education,Junior,57.79,1056291,0.1626,884564,0.4053,358473,28,0.618,0.79,195.61,0.07,0.5723,0.3924,0.5956,moderate 7839,Ghana,2023,urban,Health,Mid_Level,33.3,837379,0.126,731829,0.4364,319350,35,0.5471,0.7028,264.29,0.0542,0.5707,0.4031,0.6179,moderate 7840,South Africa,2020,urban,Health,Mid_Level,60.06,3348196,0.1109,2976750,0.6352,1890735,50,0.7079,0.8162,594.66,0.0711,0.928,0.5764,0.7789,high 7841,Mozambique,2018,remote,Security,Junior,28.12,244625,0.4012,146483,0.1497,21934,13,0.4978,0.6481,113.02,0.069,0.4082,0.2386,0.3815,low 7842,Uganda,2020,urban,Security,Senior,43.2,384036,0.1899,311112,0.3425,106545,17,0.6049,0.7728,413.27,0.0516,0.6575,0.4553,0.5579,moderate 7843,Botswana,2023,urban,Social_Services,Junior,2.56,119653,0.0956,108218,0.7663,82928,58,0.7774,0.802,501.91,0.0802,0.95,0.5892,0.8369,high 7844,Tanzania,2020,rural,Health,Junior,59.53,1223905,0.1623,1025273,0.3004,308006,28,0.6366,0.7435,296.92,0.0502,0.7048,0.3593,0.5725,moderate 7845,Kenya,2022,capital,Health,Mid_Level,52.76,1631831,0.0744,1510455,0.5632,850701,58,0.7964,0.801,563.71,0.083,0.8346,0.7425,0.7951,high 7846,Ghana,2022,urban,Agriculture,Senior,32.62,732952,0.1056,655533,0.4342,284604,28,0.7026,0.7804,412.73,0.0616,0.6225,0.3503,0.6165,moderate 7847,Rwanda,2018,urban,Education,Mid_Level,12.14,385244,0.0893,350832,0.5456,191411,95,0.8791,0.8952,353.24,0.0868,0.8664,0.5624,0.8787,high 7848,Botswana,2021,urban,Security,Junior,2.49,115787,0.0892,105456,0.6902,72788,73,0.8715,0.8821,439.75,0.0669,0.95,0.6175,0.8718,high 7849,Mozambique,2022,capital,Health,Junior,31.29,319551,0.212,251810,0.2655,66861,16,0.5914,0.7058,92.5,0.0531,0.3538,0.2238,0.467,low 7850,Nigeria,2025,capital,Justice,Junior,235.75,5257426,0.1446,4497165,0.5168,2323923,34,0.5938,0.7647,272.45,0.0579,0.5604,0.4154,0.6403,moderate 7851,Ghana,2020,capital,Health,Junior,31.29,706295,0.0913,641823,0.4912,315239,33,0.5684,0.7027,227.31,0.0555,0.6989,0.348,0.6426,moderate 7852,Senegal,2021,capital,Security,Junior,16.62,365588,0.1205,321549,0.5418,174230,25,0.581,0.769,297.6,0.0557,0.7299,0.3376,0.64,moderate 7853,Ethiopia,2019,rural,ICT,Senior,111.37,1449258,0.2723,1054661,0.2227,234854,11,0.5854,0.6778,179.09,0.0549,0.3849,0.2226,0.4275,low 7854,Mozambique,2025,remote,Agriculture,Junior,33.89,363236,0.2776,262416,0.1511,39647,16,0.5892,0.6866,84.2,0.0703,0.3722,0.1905,0.4176,low 7855,Senegal,2018,rural,Finance,Director,15.34,318910,0.121,280322,0.3313,92871,38,0.5937,0.7245,784.57,0.0522,0.7381,0.4162,0.6217,moderate 7856,Ghana,2023,remote,Social_Services,Junior,33.3,737643,0.2328,565908,0.2665,150805,37,0.686,0.7902,319.61,0.0656,0.743,0.3235,0.5761,moderate 7857,Mozambique,2022,capital,ICT,Junior,31.29,302985,0.1926,244638,0.3068,75044,13,0.5648,0.7031,131.86,0.052,0.3689,0.1679,0.4702,low 7858,Kenya,2020,urban,Infrastructure,Mid_Level,50.61,1977222,0.0794,1820202,0.5769,1050063,40,0.5857,0.8731,368.7,0.0721,0.95,0.7103,0.7714,high 7859,Uganda,2025,urban,Administration,Mid_Level,50.57,350767,0.1982,281230,0.3074,86446,22,0.5145,0.6773,308.32,0.0658,0.5991,0.4392,0.5377,moderate 7860,Botswana,2018,remote,Education,Mid_Level,2.38,102991,0.1495,87597,0.3429,30040,84,0.8833,0.777,416.12,0.0666,0.8126,0.5345,0.7596,high 7861,Senegal,2025,rural,Agriculture,Mid_Level,18.49,431047,0.1552,364150,0.362,131823,34,0.5679,0.6963,187.89,0.0527,0.5606,0.3891,0.5861,moderate 7862,Ghana,2019,rural,ICT,Junior,30.64,669244,0.1748,552262,0.3428,189312,34,0.7297,0.7275,224.51,0.0529,0.7007,0.4155,0.5978,moderate 7863,Kenya,2018,rural,Social_Services,Mid_Level,48.55,1518996,0.134,1315499,0.4468,587822,65,0.7387,0.8295,495.01,0.0835,0.9065,0.7052,0.7763,high 7864,Ghana,2022,remote,Health,Junior,32.62,694607,0.2369,530086,0.2917,154623,46,0.7291,0.7582,288.12,0.0573,0.6157,0.4713,0.6011,moderate 7865,Nigeria,2019,capital,Finance,Junior,203.29,3983069,0.1547,3366845,0.446,1501646,26,0.5818,0.7579,320.29,0.0534,0.6748,0.4208,0.6111,moderate 7866,Senegal,2023,rural,Education,Junior,17.53,381887,0.1761,314634,0.328,103186,32,0.5957,0.818,249.36,0.0715,0.6557,0.4722,0.6034,moderate 7867,Rwanda,2021,capital,Education,Junior,13.04,429956,0.0765,397057,0.7333,291179,62,0.7984,0.8457,383.1,0.0814,0.7789,0.6983,0.8438,high 7868,Botswana,2024,rural,Education,Junior,2.6,123890,0.1009,111387,0.4535,50517,76,0.721,0.8632,389.89,0.0765,0.8987,0.7418,0.8217,high 7869,Mozambique,2021,rural,Education,Mid_Level,30.47,302991,0.2674,221975,0.2082,46218,21,0.6121,0.71,134.64,0.0716,0.4243,0.2342,0.4601,low 7870,Ethiopia,2020,urban,Social_Services,Junior,114.15,1295562,0.2303,997182,0.2485,247846,17,0.4972,0.6,94.37,0.0712,0.3338,0.1685,0.4373,low 7871,Uganda,2020,remote,Education,Director,43.2,311451,0.2758,225549,0.1688,38066,18,0.6381,0.7399,669.42,0.0547,0.5887,0.4,0.4781,low 7872,DRC,2018,remote,Infrastructure,Junior,86.92,444774,0.3473,290308,0.1092,31692,9,0.5344,0.6504,93.43,0.0636,0.4398,0.2115,0.3757,low 7873,Ethiopia,2021,capital,Infrastructure,Senior,117.0,1520797,0.194,1225756,0.3114,381757,18,0.5072,0.6178,139.2,0.066,0.4105,0.2197,0.48,low 7874,Nigeria,2022,rural,Justice,Senior,218.92,3825182,0.1732,3162729,0.311,983646,22,0.5325,0.7437,466.86,0.0552,0.7417,0.4611,0.5713,moderate 7875,Ghana,2022,urban,Social_Services,Junior,32.62,761699,0.1147,674348,0.4412,297540,27,0.6597,0.6878,247.31,0.0629,0.6507,0.4408,0.6115,moderate 7876,Botswana,2019,remote,Health,Senior,2.41,107255,0.1276,93571,0.4011,37530,62,0.6779,0.9114,586.53,0.0953,0.95,0.5359,0.7587,high 7877,Nigeria,2021,rural,Social_Services,Senior,213.58,3672980,0.2294,2830499,0.2661,753270,37,0.7142,0.7417,460.32,0.0614,0.7219,0.4066,0.5758,moderate 7878,DRC,2018,rural,Education,Junior,86.92,591939,0.3997,355324,0.1544,54845,10,0.6091,0.6165,155.26,0.0596,0.3741,0.2212,0.3657,low 7879,Nigeria,2025,rural,Security,Junior,235.75,4190626,0.2403,3183531,0.3246,1033452,33,0.6747,0.6913,218.13,0.066,0.7415,0.4722,0.5786,moderate 7880,Nigeria,2019,urban,Health,Mid_Level,203.29,4185311,0.1383,3606560,0.4912,1771468,25,0.6673,0.8213,321.09,0.0654,0.7023,0.3738,0.6315,moderate 7881,Uganda,2021,remote,Health,Mid_Level,44.58,329320,0.2738,239152,0.1829,43739,26,0.6367,0.7454,240.44,0.0558,0.7007,0.3431,0.5085,moderate 7882,Mozambique,2019,urban,Health,Mid_Level,28.88,271919,0.2168,212956,0.2196,46765,18,0.6553,0.69,92.77,0.0558,0.433,0.1656,0.459,low 7883,South Africa,2023,capital,Education,Executive,61.51,3636769,0.1019,3266179,0.739,2413557,58,0.6314,0.9075,2346.58,0.0947,0.7961,0.5727,0.8273,high 7884,Ghana,2020,rural,ICT,Senior,31.29,871359,0.2004,696712,0.3903,271914,37,0.5921,0.7221,401.59,0.0705,0.6443,0.3999,0.6027,moderate 7885,Uganda,2022,rural,Security,Mid_Level,46.01,380097,0.2171,297577,0.223,66372,20,0.6633,0.7736,187.53,0.0605,0.5796,0.4327,0.5188,moderate 7886,Botswana,2022,rural,Justice,Junior,2.52,105091,0.0979,94800,0.5643,53495,47,0.7373,0.9186,495.67,0.0643,0.95,0.58,0.7749,high 7887,Mozambique,2020,rural,Health,Junior,29.66,311213,0.2895,221105,0.2098,46386,19,0.5024,0.5994,140.95,0.0612,0.3486,0.2082,0.4232,low 7888,Kenya,2019,capital,Education,Junior,49.57,1709865,0.0994,1539940,0.6302,970474,67,0.7638,0.8699,566.98,0.0715,0.95,0.5208,0.8278,high 7889,South Africa,2023,urban,Justice,Director,61.51,3483743,0.1111,3096557,0.7286,2256232,47,0.6812,0.7718,1254.68,0.0839,0.95,0.5704,0.7897,high 7890,DRC,2025,urban,Infrastructure,Director,108.36,661892,0.2315,508690,0.2092,106401,10,0.4615,0.6168,341.36,0.0494,0.4204,0.2128,0.4253,low 7891,Ghana,2024,urban,Agriculture,Senior,34.0,835711,0.1402,718520,0.5518,396463,41,0.6823,0.6889,416.36,0.0615,0.6025,0.4035,0.6593,high 7892,Uganda,2022,urban,Education,Senior,46.01,347509,0.2064,275799,0.3723,102678,16,0.6484,0.7288,379.99,0.0556,0.6483,0.4478,0.5504,moderate 7893,Rwanda,2025,urban,Social_Services,Mid_Level,14.34,430985,0.071,400382,0.6145,246017,92,0.7431,0.7768,373.97,0.0959,0.8326,0.7729,0.8929,high 7894,South Africa,2025,rural,Finance,Mid_Level,62.5,3005620,0.1512,2551221,0.451,1150604,50,0.6969,0.834,564.95,0.0945,0.9165,0.5618,0.7229,high 7895,Rwanda,2019,rural,Health,Junior,12.43,385288,0.1149,341036,0.4648,158499,59,0.8308,0.8594,527.59,0.0878,0.9267,0.739,0.7805,high 7896,Tanzania,2020,capital,Education,Mid_Level,59.53,1141491,0.1454,975494,0.3948,385136,26,0.6707,0.7924,273.77,0.0515,0.6617,0.3617,0.5986,moderate 7897,Rwanda,2021,capital,Infrastructure,Mid_Level,13.04,352301,0.0543,333168,0.6408,213495,64,0.7179,0.8971,404.55,0.0695,0.9059,0.7146,0.8532,high 7898,DRC,2022,remote,Justice,Junior,98.59,565230,0.4846,291339,0.1341,39065,12,0.5814,0.6418,126.73,0.0637,0.4479,0.1891,0.3523,low 7899,Uganda,2022,capital,Administration,Executive,46.01,377832,0.1613,316889,0.4265,135153,16,0.5811,0.7284,816.63,0.0513,0.6986,0.4055,0.576,moderate 7900,DRC,2025,rural,Health,Junior,108.36,618810,0.3305,414287,0.1525,63187,9,0.5334,0.6711,85.31,0.0487,0.4037,0.206,0.3896,low 7901,DRC,2023,rural,Social_Services,Junior,101.74,655191,0.291,464526,0.1327,61651,9,0.5724,0.7017,91.28,0.0587,0.3985,0.2312,0.4012,low 7902,Mozambique,2019,rural,Social_Services,Junior,28.88,264308,0.2296,203626,0.199,40517,15,0.4876,0.5971,133.34,0.0619,0.3704,0.2331,0.4298,low 7903,Kenya,2018,capital,Infrastructure,Director,48.55,1895227,0.0917,1721470,0.6202,1067687,50,0.744,0.8802,1171.44,0.0921,0.95,0.7761,0.8118,high 7904,Rwanda,2021,capital,Education,Mid_Level,13.04,355995,0.0736,329781,0.7432,245090,53,0.7924,0.804,515.51,0.0725,0.8568,0.7342,0.8296,high 7905,Kenya,2020,rural,Education,Junior,50.61,1909073,0.1158,1687951,0.3567,602060,44,0.7394,0.8703,470.66,0.0808,0.8249,0.5886,0.6921,high 7906,Ghana,2018,urban,Education,Junior,30.01,782939,0.1293,681675,0.5394,367675,32,0.567,0.7788,186.25,0.0504,0.697,0.4558,0.6646,high 7907,Ghana,2018,urban,Education,Junior,30.01,840910,0.1138,745231,0.5738,427621,33,0.5469,0.7257,247.8,0.0635,0.6778,0.3657,0.6607,high 7908,DRC,2025,capital,Agriculture,Mid_Level,108.36,617491,0.2476,464601,0.2179,101242,10,0.566,0.66,137.27,0.0601,0.3362,0.1901,0.4192,low 7909,Mozambique,2022,remote,Finance,Junior,31.29,352383,0.3858,216441,0.1442,31206,18,0.6516,0.6045,135.4,0.0523,0.3351,0.1705,0.3758,low 7910,Senegal,2019,capital,Agriculture,Mid_Level,15.76,377350,0.0895,343563,0.4847,166528,29,0.5982,0.8198,236.57,0.0587,0.7189,0.403,0.6565,high 7911,Ethiopia,2021,capital,Security,Mid_Level,117.0,1570830,0.201,1255031,0.2778,348652,18,0.5013,0.626,126.85,0.0605,0.4115,0.2063,0.4699,low 7912,Mozambique,2022,rural,Education,Director,31.29,293851,0.264,216268,0.2101,45427,13,0.5548,0.612,348.44,0.0584,0.4383,0.1901,0.4236,low 7913,South Africa,2025,urban,ICT,Junior,62.5,3324013,0.124,2911817,0.6987,2034581,45,0.7232,0.8281,465.69,0.0682,0.8253,0.6842,0.7813,high 7914,DRC,2018,capital,Administration,Junior,86.92,464534,0.2239,360535,0.2144,77286,11,0.5657,0.6207,91.89,0.052,0.3454,0.2006,0.4228,low 7915,Botswana,2018,urban,Health,Executive,2.38,118309,0.0984,106662,0.7308,77949,85,0.777,0.9213,1950.96,0.0677,0.928,0.7182,0.9234,high 7916,Botswana,2023,urban,Finance,Mid_Level,2.56,110373,0.0995,99389,0.6671,66306,55,0.6288,0.7923,520.1,0.068,0.8792,0.6366,0.7998,high 7917,Mozambique,2018,rural,Justice,Mid_Level,28.12,248870,0.2575,184787,0.1711,31608,12,0.5896,0.6925,103.45,0.0538,0.3679,0.2129,0.4203,low 7918,Rwanda,2025,urban,ICT,Junior,14.34,377177,0.0791,347357,0.5663,196711,86,0.7988,0.849,476.21,0.0879,0.95,0.5626,0.8654,high 7919,South Africa,2025,urban,Justice,Junior,62.5,3106807,0.1433,2661535,0.6299,1676524,46,0.6431,0.9267,404.01,0.0843,0.9491,0.6223,0.7828,high 7920,Mozambique,2022,rural,ICT,Senior,31.29,345237,0.2223,268487,0.1823,48942,18,0.5679,0.64,228.36,0.0644,0.4206,0.2034,0.4434,low 7921,Rwanda,2022,remote,Social_Services,Junior,13.35,417649,0.1353,361121,0.2818,101775,79,0.8961,0.8058,440.1,0.0916,0.9436,0.7707,0.7764,high 7922,DRC,2025,capital,Education,Junior,108.36,591830,0.2443,447253,0.2429,108638,13,0.6032,0.6021,108.74,0.0567,0.3456,0.2268,0.4297,low 7923,Senegal,2024,rural,Health,Junior,18.0,363744,0.1754,299931,0.3357,100698,26,0.5494,0.7151,281.19,0.0608,0.7095,0.4142,0.5747,moderate 7924,Rwanda,2021,urban,Social_Services,Mid_Level,13.04,390157,0.0843,357280,0.5334,190571,52,0.7402,0.9201,417.89,0.0719,0.95,0.6788,0.7932,high 7925,Nigeria,2023,urban,ICT,Mid_Level,224.39,3911739,0.1301,3402724,0.4457,1516519,27,0.5486,0.7237,320.31,0.0544,0.7131,0.3746,0.6137,moderate 7926,South Africa,2018,capital,Education,Director,59.11,2792187,0.097,2521321,0.7071,1782759,49,0.6732,0.7911,1317.75,0.0747,0.9312,0.5626,0.7931,high 7927,Ethiopia,2024,rural,Health,Mid_Level,126.0,1710476,0.2815,1228955,0.2277,279815,13,0.4884,0.6942,86.56,0.0705,0.4361,0.2245,0.4392,low 7928,Tanzania,2019,rural,Administration,Junior,57.79,1154140,0.2131,908237,0.2559,232380,28,0.6702,0.677,220.73,0.0717,0.5948,0.3461,0.5263,moderate 7929,Kenya,2025,capital,Security,Senior,56.15,1674618,0.0851,1532101,0.541,828852,64,0.6874,0.9023,530.43,0.0765,0.95,0.7633,0.8306,high 7930,Nigeria,2024,remote,Education,Mid_Level,230.0,4263422,0.3048,2963766,0.2027,600867,32,0.5966,0.7261,281.03,0.0523,0.627,0.3283,0.5089,moderate 7931,Rwanda,2025,urban,Health,Director,14.34,419775,0.0831,384870,0.5523,212554,81,0.9324,0.8038,892.36,0.0883,0.9327,0.6952,0.8531,high 7932,Uganda,2022,urban,Justice,Junior,46.01,372977,0.1759,307374,0.3845,118175,23,0.64,0.6834,219.75,0.0665,0.5971,0.3481,0.5567,moderate 7933,Rwanda,2025,rural,Finance,Mid_Level,14.34,476504,0.0917,432828,0.3987,172573,78,0.7505,0.8107,612.68,0.0668,0.9173,0.6177,0.7969,high 7934,Ethiopia,2022,capital,Agriculture,Mid_Level,119.93,1394723,0.1744,1151544,0.323,371897,19,0.6623,0.6008,85.01,0.062,0.3661,0.2229,0.4837,low 7935,Botswana,2024,urban,ICT,Junior,2.6,104346,0.0833,95651,0.7462,71370,84,0.9118,0.9146,448.92,0.0915,0.95,0.7024,0.9281,high 7936,Ghana,2025,urban,Finance,Junior,34.71,883036,0.1036,791597,0.4297,340159,28,0.5625,0.6994,304.32,0.0692,0.6618,0.3712,0.6098,moderate 7937,Rwanda,2020,urban,Administration,Mid_Level,12.73,427062,0.0797,393016,0.5508,216467,61,0.7831,0.861,452.44,0.0726,0.95,0.6773,0.8121,high 7938,Ghana,2025,urban,Infrastructure,Mid_Level,34.71,934221,0.1484,795576,0.4265,339340,30,0.5976,0.7657,177.42,0.0688,0.6834,0.4249,0.6202,moderate 7939,Ghana,2023,urban,Security,Junior,33.3,766028,0.1443,655491,0.4554,298534,45,0.6781,0.6864,197.0,0.0551,0.6756,0.405,0.6513,high 7940,South Africa,2025,remote,Education,Junior,62.5,2831087,0.2031,2256159,0.3143,709184,56,0.6776,0.8668,422.31,0.078,0.9059,0.6396,0.7024,high 7941,South Africa,2021,urban,Education,Junior,60.54,3306120,0.1173,2918232,0.6567,1916521,71,0.7508,0.7754,569.38,0.0754,0.8888,0.5314,0.8207,high 7942,Ethiopia,2018,urban,Education,Mid_Level,108.65,1143126,0.2092,903946,0.2955,267094,18,0.5473,0.6134,155.86,0.0657,0.3738,0.2042,0.4664,low 7943,Botswana,2024,urban,Education,Junior,2.6,109340,0.1005,98349,0.7682,75551,59,0.8412,0.934,443.35,0.0647,0.95,0.5384,0.8534,high 7944,Ghana,2018,rural,Administration,Junior,30.01,800488,0.1845,652778,0.3344,218316,30,0.7091,0.7029,221.38,0.0535,0.6071,0.396,0.5682,moderate 7945,Kenya,2020,capital,Administration,Junior,50.61,1721649,0.0778,1587660,0.5354,850014,49,0.7174,0.7939,646.46,0.0954,0.95,0.6833,0.7693,high 7946,Ghana,2019,urban,Infrastructure,Junior,30.64,827290,0.1121,734546,0.442,324666,46,0.758,0.7771,196.64,0.0487,0.5795,0.4293,0.6649,high 7947,Tanzania,2018,urban,Education,Junior,56.11,1080833,0.1616,906144,0.3833,347334,29,0.5349,0.7008,177.61,0.0693,0.5714,0.4326,0.5834,moderate 7948,South Africa,2018,rural,ICT,Mid_Level,59.11,2760064,0.1564,2328263,0.446,1038410,60,0.6448,0.9212,422.74,0.0865,0.9036,0.7452,0.7754,high 7949,Uganda,2023,remote,Social_Services,Junior,47.48,323292,0.3074,223918,0.1853,41491,16,0.5839,0.8235,229.52,0.0517,0.6456,0.418,0.4894,low 7950,Botswana,2025,capital,Health,Senior,2.64,131841,0.0835,120834,0.8,96667,48,0.7795,0.8774,938.27,0.0792,0.95,0.7563,0.8514,high 7951,Mozambique,2019,capital,Education,Junior,28.88,248161,0.2129,195332,0.2994,58486,14,0.6362,0.6134,143.42,0.0551,0.3845,0.194,0.4565,low 7952,South Africa,2021,urban,Health,Director,60.54,3266979,0.1191,2877791,0.5858,1685927,51,0.8021,0.7768,1455.18,0.0952,0.9309,0.6807,0.7719,high 7953,Tanzania,2022,urban,Education,Junior,63.15,968436,0.1171,854997,0.4348,371717,31,0.5712,0.7753,295.41,0.0551,0.7181,0.3525,0.6303,moderate 7954,Ethiopia,2022,capital,Health,Junior,119.93,1326533,0.1958,1066744,0.3386,361197,11,0.5835,0.5996,106.05,0.062,0.3704,0.1886,0.459,low 7955,Botswana,2025,urban,Infrastructure,Mid_Level,2.64,110110,0.1058,98465,0.591,58189,47,0.6344,0.8909,552.5,0.0703,0.909,0.6029,0.7736,high 7956,Ethiopia,2021,rural,Security,Junior,117.0,1528820,0.2433,1156788,0.2215,256258,15,0.5944,0.6989,130.79,0.0552,0.3615,0.186,0.4416,low 7957,DRC,2018,remote,Health,Junior,86.92,460205,0.4123,270446,0.1313,35519,8,0.6107,0.6996,119.81,0.0646,0.3467,0.2175,0.3611,low 7958,DRC,2024,capital,Security,Junior,105.0,558694,0.1963,449016,0.2082,93500,14,0.4766,0.5908,136.38,0.0528,0.4413,0.1863,0.4394,low 7959,Senegal,2025,urban,Health,Executive,18.49,458268,0.1077,408934,0.4134,169043,33,0.6894,0.727,996.78,0.0567,0.6437,0.4583,0.6282,moderate 7960,Tanzania,2018,capital,Security,Mid_Level,56.11,954201,0.124,835894,0.4145,346472,19,0.6498,0.7089,266.81,0.0529,0.5576,0.4559,0.5778,moderate 7961,South Africa,2020,remote,Education,Junior,60.06,3550086,0.2007,2837532,0.3663,1039364,71,0.7812,0.811,597.12,0.083,0.95,0.5918,0.7447,high 7962,Uganda,2024,urban,Security,Mid_Level,49.0,341456,0.1849,278321,0.3883,108077,27,0.6816,0.7294,209.62,0.0505,0.7442,0.4211,0.5943,moderate 7963,Mozambique,2021,rural,Health,Mid_Level,30.47,320004,0.2397,243287,0.1787,43478,12,0.6098,0.6344,110.41,0.0573,0.4484,0.2022,0.425,low 7964,DRC,2022,rural,Health,Mid_Level,98.59,534065,0.336,354598,0.1633,57911,13,0.5138,0.5902,116.01,0.0511,0.3507,0.2355,0.3865,low 7965,Ghana,2023,capital,Education,Junior,33.3,891239,0.1305,774907,0.6245,483926,29,0.6584,0.6895,310.7,0.051,0.5553,0.3513,0.6401,moderate 7966,Ghana,2019,capital,Justice,Mid_Level,30.64,657216,0.107,586885,0.5452,319959,35,0.5755,0.7884,231.52,0.0492,0.7286,0.3909,0.6772,high 7967,Kenya,2021,urban,Education,Junior,51.68,1822999,0.0882,1662202,0.6171,1025685,38,0.6436,0.8252,649.64,0.0909,0.95,0.6263,0.7586,high 7968,Uganda,2019,rural,Agriculture,Mid_Level,41.86,382992,0.2248,296901,0.2826,83890,15,0.4873,0.8096,255.88,0.0596,0.6879,0.4791,0.5401,moderate 7969,Ethiopia,2022,urban,Finance,Junior,119.93,1374613,0.2017,1097322,0.296,324798,16,0.6121,0.6753,146.09,0.0486,0.3846,0.1678,0.4701,low 7970,Tanzania,2019,rural,Social_Services,Junior,57.79,895523,0.1691,744113,0.2651,197246,26,0.5186,0.7064,228.52,0.0642,0.5635,0.3318,0.5345,moderate 7971,Mozambique,2018,urban,Health,Executive,28.12,264486,0.185,215545,0.2621,56487,17,0.6039,0.6441,374.92,0.0612,0.4369,0.1603,0.4681,low 7972,Tanzania,2018,remote,Security,Mid_Level,56.11,860772,0.2161,674758,0.2214,149417,21,0.5147,0.7844,202.41,0.0694,0.6525,0.3385,0.5206,moderate 7973,DRC,2022,urban,Social_Services,Senior,98.59,533076,0.2396,405357,0.1898,76931,12,0.5889,0.7079,217.59,0.0576,0.4197,0.2258,0.4383,low 7974,Uganda,2022,urban,Security,Junior,46.01,345593,0.1537,292489,0.4075,119195,20,0.5388,0.79,176.93,0.0515,0.5742,0.4211,0.5815,moderate 7975,DRC,2022,remote,Health,Director,98.59,564551,0.4098,333209,0.1103,36750,14,0.5687,0.6123,239.29,0.0688,0.4087,0.199,0.3627,low 7976,DRC,2022,remote,Education,Junior,98.59,550255,0.4095,324904,0.1333,43315,15,0.5637,0.6928,120.96,0.0508,0.347,0.1933,0.3764,low 7977,Rwanda,2021,capital,Education,Mid_Level,13.04,364703,0.0553,344532,0.6156,212101,54,0.7175,0.8743,379.59,0.0872,0.95,0.5919,0.8104,high 7978,South Africa,2020,remote,Social_Services,Mid_Level,60.06,2846877,0.1888,2309436,0.304,702077,55,0.6227,0.9085,482.19,0.0894,0.8171,0.6464,0.6989,high 7979,Rwanda,2022,rural,Health,Junior,13.35,419714,0.1026,376658,0.4619,173986,66,0.7862,0.7802,464.36,0.0844,0.8064,0.6088,0.7634,high 7980,DRC,2018,rural,Justice,Mid_Level,86.92,539892,0.3248,364539,0.1419,51745,13,0.5288,0.6205,118.86,0.0579,0.3501,0.2092,0.3858,low 7981,Kenya,2020,capital,ICT,Senior,50.61,1979913,0.0816,1818370,0.6225,1131874,45,0.7276,0.8142,688.26,0.0913,0.8107,0.5447,0.7554,high 7982,Ethiopia,2021,rural,Finance,Junior,117.0,1273225,0.2784,918765,0.1846,169602,15,0.6001,0.5929,144.68,0.0544,0.4225,0.1738,0.4126,low 7983,Rwanda,2018,capital,Social_Services,Mid_Level,12.14,397892,0.069,370439,0.7414,274644,63,0.6551,0.8173,483.37,0.0746,0.9235,0.667,0.8572,high 7984,Ghana,2020,remote,Education,Mid_Level,31.29,784646,0.2414,595193,0.2914,173448,32,0.6647,0.7055,322.69,0.0669,0.5699,0.4565,0.5509,moderate 7985,South Africa,2022,capital,Health,Junior,61.02,3323976,0.123,2915232,0.7986,2327967,54,0.6192,0.9257,557.22,0.0739,0.95,0.7604,0.8638,high 7986,Mozambique,2021,capital,Health,Director,30.47,261449,0.204,208112,0.2647,55086,14,0.6247,0.6771,217.27,0.0682,0.4335,0.1657,0.4617,low 7987,Rwanda,2020,remote,Finance,Junior,12.73,333094,0.1015,299278,0.3058,91514,78,0.8221,0.8086,373.42,0.0707,0.9283,0.5251,0.7627,high 7988,Rwanda,2019,rural,Health,Mid_Level,12.43,409969,0.1063,366395,0.462,169276,58,0.6331,0.8582,587.74,0.0891,0.7905,0.5226,0.744,high 7989,Ghana,2018,remote,Health,Junior,30.01,757684,0.2477,570010,0.2595,147936,33,0.7167,0.776,183.59,0.0611,0.5729,0.4519,0.5543,moderate 7990,DRC,2023,rural,Social_Services,Junior,101.74,627736,0.3037,437089,0.1405,61392,8,0.6101,0.6003,139.87,0.0647,0.415,0.1921,0.3799,low 7991,Botswana,2021,urban,Health,Junior,2.49,109161,0.0876,99595,0.6129,61041,69,0.6894,0.818,428.86,0.0815,0.95,0.5844,0.83,high 7992,Uganda,2019,capital,Health,Senior,41.86,370404,0.1913,299560,0.3919,117391,24,0.5749,0.7801,483.19,0.0552,0.5789,0.406,0.5757,moderate 7993,Ghana,2019,remote,Justice,Mid_Level,30.64,807104,0.1961,648830,0.2908,188651,33,0.6904,0.6881,267.66,0.0622,0.5597,0.3608,0.5514,moderate 7994,Uganda,2022,capital,Education,Junior,46.01,325545,0.1551,275061,0.3529,97082,26,0.5703,0.8049,280.18,0.0716,0.7343,0.447,0.6033,moderate 7995,Tanzania,2024,rural,Health,Executive,67.0,1073688,0.1974,861715,0.26,224061,20,0.6144,0.7523,1101.65,0.0674,0.5696,0.4574,0.5312,moderate 7996,Rwanda,2018,remote,Security,Mid_Level,12.14,360282,0.1018,323593,0.3159,102226,57,0.7548,0.8856,634.1,0.0885,0.95,0.5792,0.7318,high 7997,South Africa,2023,capital,Health,Mid_Level,61.51,3265714,0.1251,2857024,0.7271,2077327,56,0.7542,0.7814,623.33,0.0735,0.8311,0.6376,0.8046,high 7998,Ghana,2022,rural,Security,Junior,32.62,847483,0.1499,720465,0.3933,283386,37,0.5851,0.7074,303.53,0.0714,0.7186,0.4136,0.6227,moderate 7999,Nigeria,2018,capital,Infrastructure,Mid_Level,198.33,4457377,0.1303,3876537,0.4461,1729465,27,0.6146,0.7423,294.72,0.0575,0.7377,0.3608,0.6177,moderate 8000,Senegal,2022,urban,Health,Executive,17.07,398839,0.1116,354311,0.4118,145918,40,0.6322,0.7219,709.96,0.0694,0.6403,0.4269,0.64,moderate 8001,Senegal,2021,remote,Health,Senior,16.62,379388,0.2126,298711,0.245,73196,25,0.6035,0.7875,356.5,0.0674,0.7192,0.4498,0.5556,moderate 8002,South Africa,2021,urban,Finance,Junior,60.54,2921762,0.111,2597447,0.642,1667496,63,0.8612,0.8809,458.92,0.0686,0.95,0.6038,0.8278,high 8003,Rwanda,2025,capital,Infrastructure,Mid_Level,14.34,388537,0.057,366381,0.6206,227372,96,0.862,0.8215,460.74,0.0959,0.7983,0.5244,0.8864,high 8004,DRC,2022,rural,Health,Junior,98.59,610497,0.3868,374344,0.148,55398,11,0.474,0.6985,91.61,0.0567,0.3513,0.19,0.3767,low 8005,Rwanda,2025,rural,Education,Director,14.34,438692,0.104,393084,0.4179,164263,61,0.8116,0.9157,1023.28,0.0652,0.9238,0.763,0.787,high 8006,Kenya,2020,urban,Health,Senior,50.61,1811230,0.0969,1635645,0.5699,932129,58,0.6794,0.9133,826.15,0.0812,0.95,0.6774,0.813,high 8007,Botswana,2025,capital,Health,Junior,2.64,130820,0.0817,120137,0.8,96109,54,0.7294,0.7852,612.41,0.0911,0.95,0.5815,0.8355,high 8008,Botswana,2021,rural,Security,Junior,2.49,122200,0.112,108507,0.4408,47828,65,0.6586,0.7771,466.21,0.0902,0.7913,0.6299,0.7534,high 8009,Botswana,2022,rural,Agriculture,Mid_Level,2.52,111923,0.1198,98516,0.5121,50453,86,0.8362,0.7943,473.55,0.0848,0.8555,0.7241,0.8402,high 8010,Kenya,2025,urban,Administration,Junior,56.15,1896954,0.0789,1747302,0.5868,1025233,59,0.6563,0.7715,639.76,0.0914,0.8252,0.6287,0.7856,high 8011,Botswana,2018,urban,Education,Mid_Level,2.38,95842,0.1056,85723,0.6063,51977,76,0.758,0.9158,366.45,0.0903,0.841,0.7451,0.8612,high 8012,Ghana,2022,capital,Health,Mid_Level,32.62,815064,0.1293,709687,0.5315,377163,47,0.6396,0.7229,251.12,0.0537,0.6149,0.366,0.6746,high 8013,Kenya,2025,rural,Health,Junior,56.15,2146370,0.129,1869413,0.3791,708783,51,0.8017,0.892,544.24,0.0884,0.95,0.6738,0.7362,high 8014,Ghana,2023,urban,Justice,Mid_Level,33.3,817961,0.1487,696320,0.471,327933,46,0.6224,0.796,255.48,0.0619,0.5995,0.3944,0.6643,high 8015,South Africa,2021,rural,Security,Mid_Level,60.54,3533596,0.173,2922112,0.5356,1564957,49,0.6662,0.871,622.36,0.0864,0.9284,0.5959,0.7462,high 8016,South Africa,2023,rural,Social_Services,Junior,61.51,2889686,0.1362,2496064,0.5112,1275965,46,0.6961,0.8382,442.14,0.0903,0.7994,0.6682,0.7312,high 8017,Rwanda,2020,capital,Justice,Junior,12.73,355421,0.0745,328938,0.59,194071,94,0.8084,0.8451,442.56,0.084,0.95,0.5979,0.8954,high 8018,Botswana,2020,urban,Education,Junior,2.45,119770,0.0966,108206,0.7337,79393,73,0.8839,0.8642,533.12,0.0897,0.95,0.7378,0.8902,high 8019,Nigeria,2023,capital,Finance,Mid_Level,224.39,4696844,0.1517,3984403,0.4771,1900957,22,0.5261,0.6819,311.9,0.051,0.6347,0.3405,0.5862,moderate 8020,Ghana,2021,capital,Infrastructure,Mid_Level,31.94,855701,0.0898,778850,0.6182,481446,33,0.5389,0.7767,296.12,0.0591,0.7079,0.3242,0.6843,high 8021,South Africa,2019,urban,Finance,Mid_Level,59.58,3124968,0.1425,2679565,0.6123,1640585,43,0.727,0.8517,457.03,0.0879,0.7837,0.7285,0.7539,high 8022,South Africa,2018,capital,Infrastructure,Junior,59.11,3182311,0.0878,2902894,0.6157,1787301,42,0.6093,0.8816,400.21,0.0665,0.95,0.7709,0.7913,high 8023,Mozambique,2019,capital,Social_Services,Mid_Level,28.88,247237,0.1989,198060,0.3057,60551,12,0.523,0.6324,89.36,0.0598,0.3491,0.1612,0.4526,low 8024,South Africa,2018,urban,Social_Services,Junior,59.11,2828283,0.1229,2480821,0.6209,1540363,54,0.7065,0.8551,589.63,0.0897,0.9445,0.5643,0.7887,high 8025,Uganda,2019,rural,Infrastructure,Junior,41.86,348803,0.2497,261718,0.2458,64335,25,0.6327,0.756,317.66,0.0638,0.7432,0.4033,0.5396,moderate 8026,Uganda,2022,urban,Health,Director,46.01,376623,0.1753,310584,0.3112,96657,17,0.6483,0.7306,746.56,0.053,0.5705,0.4519,0.5383,moderate 8027,DRC,2023,remote,Justice,Mid_Level,101.74,641241,0.474,337298,0.1331,44908,10,0.5931,0.6229,126.08,0.0629,0.3317,0.2128,0.3377,critical 8028,Tanzania,2022,urban,Security,Mid_Level,63.15,1184961,0.1351,1024846,0.3603,369302,30,0.706,0.7912,217.65,0.057,0.6571,0.4667,0.6124,moderate 8029,Botswana,2024,capital,Education,Senior,2.6,123886,0.088,112983,0.648,73209,74,0.8898,0.8574,865.68,0.0676,0.95,0.5338,0.852,high 8030,Senegal,2022,capital,ICT,Mid_Level,17.07,431409,0.1109,383571,0.4972,190709,41,0.6163,0.8214,197.45,0.0602,0.7228,0.4189,0.6865,high 8031,Rwanda,2024,urban,Infrastructure,Senior,14.0,403897,0.0815,370967,0.521,193290,65,0.8617,0.8396,814.79,0.0683,0.7811,0.6228,0.7887,high 8032,Rwanda,2019,urban,Education,Mid_Level,12.43,400332,0.0721,371474,0.6212,230748,56,0.6669,0.9046,590.96,0.0725,0.95,0.76,0.834,high 8033,South Africa,2024,capital,Education,Mid_Level,62.0,3036744,0.1109,2699864,0.6878,1856854,55,0.7686,0.8586,409.22,0.0729,0.95,0.5253,0.808,high 8034,South Africa,2025,urban,Social_Services,Senior,62.5,3505768,0.1366,3026996,0.5827,1763844,68,0.7544,0.8952,919.95,0.0745,0.8736,0.6803,0.8212,high 8035,DRC,2020,rural,Education,Mid_Level,92.57,636303,0.3455,416454,0.158,65801,12,0.5651,0.6559,105.35,0.0551,0.4361,0.1799,0.3931,low 8036,Mozambique,2019,capital,Justice,Mid_Level,28.88,256828,0.1889,208311,0.2798,58294,17,0.5517,0.7066,91.52,0.0532,0.3355,0.2354,0.4783,low 8037,Uganda,2019,capital,Administration,Director,41.86,361721,0.1775,297529,0.3621,107749,19,0.5587,0.7594,609.93,0.068,0.6477,0.4314,0.5655,moderate 8038,Tanzania,2020,urban,Social_Services,Mid_Level,59.53,1061862,0.1148,939972,0.4509,423879,28,0.628,0.7301,283.04,0.0583,0.6002,0.4221,0.6158,moderate 8039,Ethiopia,2022,capital,Infrastructure,Director,119.93,1397334,0.198,1120622,0.2826,316715,16,0.5145,0.6661,364.13,0.0592,0.3656,0.2286,0.4705,low 8040,Kenya,2019,urban,Health,Junior,49.57,1513287,0.0887,1379080,0.5961,822071,57,0.8126,0.914,583.02,0.0751,0.7823,0.6314,0.7978,high 8041,Ghana,2021,capital,Health,Mid_Level,31.94,895792,0.114,793673,0.5148,408576,34,0.7239,0.8243,318.8,0.0708,0.673,0.3797,0.6641,high 8042,Uganda,2019,remote,Infrastructure,Mid_Level,41.86,329483,0.2568,244881,0.2087,51098,25,0.6656,0.8079,201.5,0.0701,0.7282,0.4172,0.5362,moderate 8043,Botswana,2018,remote,Security,Junior,2.38,116033,0.1476,98909,0.4175,41298,53,0.7148,0.9145,542.18,0.0766,0.8437,0.7097,0.7425,high 8044,Tanzania,2021,rural,Finance,Mid_Level,61.31,972409,0.212,766265,0.3152,241499,34,0.6452,0.7856,190.28,0.0563,0.5913,0.3585,0.5736,moderate 8045,DRC,2019,urban,Education,Mid_Level,89.7,599160,0.2145,470649,0.1971,92785,13,0.4954,0.6265,106.43,0.0713,0.376,0.2344,0.4332,low 8046,Kenya,2020,capital,Agriculture,Senior,50.61,1827721,0.0772,1686615,0.6835,1152717,63,0.7454,0.9211,940.2,0.0846,0.8407,0.7234,0.8536,high 8047,Kenya,2025,urban,Health,Junior,56.15,2008962,0.094,1820041,0.6566,1195039,62,0.853,0.796,421.12,0.0646,0.95,0.703,0.8303,high 8048,South Africa,2021,urban,Finance,Junior,60.54,3173658,0.1342,2747739,0.6298,1730631,52,0.7174,0.8064,396.77,0.0811,0.9422,0.5436,0.7735,high 8049,Rwanda,2021,rural,Social_Services,Junior,13.04,413961,0.1137,366891,0.4463,163745,86,0.7532,0.8903,574.67,0.0844,0.8628,0.662,0.8342,high 8050,South Africa,2019,urban,Social_Services,Mid_Level,59.58,2940954,0.1161,2599479,0.6545,1701327,63,0.7639,0.9073,367.9,0.0834,0.899,0.5591,0.824,high 8051,DRC,2018,remote,Administration,Mid_Level,86.92,598995,0.3789,372055,0.102,37965,14,0.5176,0.6569,106.92,0.0562,0.436,0.1995,0.3779,low 8052,DRC,2018,rural,ICT,Junior,86.92,551311,0.3266,371248,0.1458,54113,15,0.4827,0.7065,90.06,0.065,0.3317,0.2304,0.4045,low 8053,Rwanda,2023,capital,Security,Mid_Level,13.67,405051,0.078,373469,0.7366,275105,74,0.6767,0.8866,529.97,0.0812,0.9027,0.6272,0.8856,high 8054,Kenya,2021,capital,Health,Junior,51.68,1667242,0.0689,1552383,0.7167,1112530,59,0.7369,0.8161,616.27,0.0739,0.95,0.6735,0.8442,high 8055,Senegal,2020,capital,Security,Junior,16.18,339369,0.1204,298512,0.433,129255,25,0.5878,0.6858,268.83,0.0682,0.6444,0.4096,0.5989,moderate 8056,Mozambique,2022,urban,Administration,Junior,31.29,341827,0.2228,265669,0.2558,67952,21,0.5018,0.6262,150.06,0.0677,0.4428,0.2142,0.4704,low 8057,Uganda,2019,remote,Finance,Executive,41.86,348636,0.3516,226047,0.1807,40850,20,0.4934,0.7914,920.62,0.0496,0.5669,0.3686,0.4695,low 8058,Botswana,2025,capital,Finance,Mid_Level,2.64,111936,0.0751,103534,0.7129,73812,49,0.6009,0.8979,594.87,0.0735,0.95,0.54,0.8157,high 8059,South Africa,2023,urban,Finance,Junior,61.51,2809626,0.1366,2425945,0.7006,1699637,44,0.7118,0.824,405.25,0.0716,0.7987,0.5586,0.7603,high 8060,Mozambique,2021,remote,Infrastructure,Mid_Level,30.47,332878,0.3851,204681,0.1457,29825,17,0.5224,0.6014,129.02,0.069,0.4343,0.1939,0.3857,low 8061,Botswana,2019,remote,Agriculture,Junior,2.41,96253,0.154,81425,0.348,28332,74,0.8572,0.8053,445.08,0.0791,0.9195,0.7043,0.7667,high 8062,Senegal,2018,rural,Administration,Mid_Level,15.34,317736,0.1653,265223,0.3147,83468,24,0.5486,0.7859,230.33,0.0708,0.709,0.3479,0.5709,moderate 8063,Ghana,2024,remote,Social_Services,Mid_Level,34.0,767877,0.1798,629800,0.271,170703,32,0.5893,0.688,233.53,0.0547,0.7287,0.4618,0.5751,moderate 8064,Ethiopia,2024,rural,Infrastructure,Junior,126.0,1339566,0.2805,963782,0.1946,187588,15,0.5058,0.6819,152.33,0.0514,0.4052,0.2194,0.4308,low 8065,Kenya,2021,rural,Education,Mid_Level,51.68,1925224,0.1375,1660561,0.4092,679576,47,0.6087,0.7891,587.57,0.0902,0.95,0.7228,0.7211,high 8066,Senegal,2025,capital,Health,Mid_Level,18.49,460865,0.1158,407509,0.4278,174321,40,0.5913,0.8127,264.8,0.0612,0.6123,0.4497,0.6561,high 8067,Tanzania,2019,rural,Security,Junior,57.79,1072503,0.1947,863641,0.2815,243109,30,0.642,0.7709,230.79,0.0707,0.5756,0.4626,0.5661,moderate 8068,Senegal,2024,capital,Health,Senior,18.0,362169,0.0858,331092,0.5403,178888,35,0.6641,0.7125,478.21,0.0692,0.5699,0.4732,0.6623,high 8069,Mozambique,2020,remote,Finance,Junior,29.66,269378,0.2991,188818,0.1292,24388,19,0.6022,0.6451,111.84,0.0606,0.3812,0.1715,0.4071,low 8070,Rwanda,2025,urban,Education,Junior,14.34,480718,0.0662,448873,0.6257,280856,79,0.8185,0.7825,634.62,0.0665,0.95,0.6958,0.8693,high 8071,Ghana,2020,remote,Education,Senior,31.29,872597,0.1885,708101,0.298,211040,32,0.587,0.794,349.74,0.0604,0.6535,0.4699,0.5888,moderate 8072,Mozambique,2024,urban,Health,Junior,33.0,323038,0.2371,246436,0.2628,64767,16,0.5888,0.6431,120.93,0.0646,0.4353,0.1975,0.4562,low 8073,Ethiopia,2020,remote,Social_Services,Senior,114.15,1240307,0.4116,729790,0.1565,114206,12,0.6169,0.5917,164.02,0.0691,0.4422,0.2378,0.373,low 8074,South Africa,2020,rural,Education,Mid_Level,60.06,3293111,0.1779,2707375,0.4866,1317314,48,0.6113,0.8393,591.05,0.0694,0.934,0.6712,0.7336,high 8075,Ghana,2019,urban,Security,Director,30.64,838973,0.137,724012,0.51,369239,28,0.6194,0.7824,529.02,0.0533,0.6635,0.4561,0.6426,moderate 8076,Uganda,2025,capital,Health,Junior,50.57,439794,0.1785,361292,0.3526,127380,16,0.5887,0.7448,193.95,0.0576,0.5969,0.4464,0.5496,moderate 8077,Senegal,2018,capital,Health,Junior,15.34,368021,0.1178,324665,0.4947,160605,41,0.6087,0.8047,262.37,0.0496,0.7237,0.3243,0.6722,high 8078,Botswana,2020,urban,Justice,Junior,2.45,102422,0.0977,92418,0.7022,64893,69,0.7992,0.7934,497.22,0.0675,0.95,0.7377,0.8614,high 8079,Ethiopia,2018,rural,Health,Director,108.65,1326096,0.2741,962572,0.2025,194880,12,0.5446,0.7121,373.66,0.0642,0.4216,0.1996,0.431,low 8080,Nigeria,2018,capital,Justice,Mid_Level,198.33,3775029,0.1476,3217807,0.4341,1396796,21,0.6146,0.7576,290.75,0.0485,0.6952,0.4565,0.6029,moderate 8081,Rwanda,2019,capital,Finance,Junior,12.43,380565,0.055,359630,0.6937,249478,74,0.9073,0.827,639.46,0.079,0.8982,0.6903,0.8776,high 8082,DRC,2020,rural,Infrastructure,Senior,92.57,612870,0.3156,419423,0.143,59989,12,0.5621,0.7082,162.42,0.0704,0.377,0.1626,0.397,low 8083,Senegal,2020,rural,Education,Junior,16.18,399738,0.1455,341594,0.3139,107221,30,0.615,0.7746,232.62,0.0491,0.6154,0.4144,0.5863,moderate 8084,Botswana,2019,rural,Education,Mid_Level,2.41,116269,0.1068,103848,0.5599,58148,75,0.874,0.85,463.74,0.0682,0.7833,0.5445,0.8111,high 8085,Uganda,2021,rural,Administration,Executive,44.58,355949,0.2272,275078,0.2583,71055,28,0.6244,0.7834,717.44,0.0489,0.7207,0.4092,0.5583,moderate 8086,Botswana,2019,urban,Security,Junior,2.41,104533,0.0764,96542,0.5865,56622,61,0.6589,0.8177,385.59,0.078,0.8246,0.6075,0.7959,high 8087,Tanzania,2024,urban,Finance,Mid_Level,67.0,1190515,0.1267,1039711,0.4522,470168,25,0.5639,0.6777,276.65,0.0514,0.6353,0.3673,0.5958,moderate 8088,South Africa,2019,urban,Security,Junior,59.58,3354429,0.1055,3000695,0.5885,1766047,77,0.7997,0.904,399.41,0.0815,0.9322,0.7056,0.8626,high 8089,Kenya,2024,capital,Security,Mid_Level,55.0,2033926,0.0746,1882130,0.6784,1276773,57,0.6278,0.864,358.68,0.0653,0.804,0.7053,0.824,high 8090,South Africa,2021,rural,ICT,Director,60.54,3498074,0.1468,2984718,0.5063,1511087,55,0.6508,0.8893,1500.19,0.0879,0.8754,0.7027,0.7686,high 8091,Ethiopia,2019,rural,Health,Junior,111.37,1145391,0.3493,745325,0.1779,132621,14,0.5998,0.6562,90.7,0.0506,0.349,0.1763,0.3931,low 8092,Senegal,2024,rural,Education,Junior,18.0,410429,0.1733,339299,0.3282,111361,37,0.7165,0.7281,245.36,0.0654,0.7123,0.3765,0.5993,moderate 8093,South Africa,2024,rural,Health,Mid_Level,62.0,3748712,0.1469,3197947,0.4644,1485265,52,0.7524,0.7717,620.25,0.0819,0.8797,0.5855,0.7217,high 8094,Ethiopia,2022,urban,Administration,Mid_Level,119.93,1364738,0.2635,1005175,0.3222,323896,12,0.4929,0.6535,127.4,0.0575,0.3933,0.1858,0.4506,low 8095,Kenya,2022,rural,Health,Mid_Level,52.76,1629201,0.1289,1419127,0.3856,547197,65,0.8535,0.8228,489.89,0.0735,0.8077,0.5811,0.739,high 8096,Kenya,2025,urban,Social_Services,Junior,56.15,2105796,0.0904,1915356,0.5715,1094631,63,0.6513,0.8495,591.09,0.0682,0.95,0.7597,0.8262,high 8097,DRC,2020,capital,ICT,Junior,92.57,584621,0.24,444325,0.2581,114678,13,0.5264,0.6037,133.12,0.0632,0.3619,0.1797,0.4317,low 8098,Mozambique,2024,remote,Administration,Senior,33.0,293982,0.3698,185262,0.1421,26327,18,0.5062,0.6042,151.5,0.0509,0.378,0.2377,0.3903,low 8099,Botswana,2025,rural,Agriculture,Mid_Level,2.64,135982,0.1209,119545,0.4249,50790,71,0.6677,0.9021,598.11,0.0806,0.8227,0.6457,0.7857,high 8100,Tanzania,2024,rural,Education,Junior,67.0,1300802,0.1856,1059355,0.2698,285802,30,0.6093,0.7994,232.28,0.0698,0.6984,0.4626,0.582,moderate 8101,Mozambique,2023,remote,Administration,Junior,32.13,368047,0.3152,252034,0.1468,37010,18,0.5781,0.6312,107.47,0.0565,0.4103,0.2312,0.4117,low 8102,Rwanda,2021,rural,Health,Senior,13.04,352618,0.1116,313267,0.4413,138243,55,0.773,0.9263,883.87,0.0728,0.95,0.7708,0.781,high 8103,South Africa,2022,rural,Security,Junior,61.02,2856986,0.1571,2408145,0.4403,1060291,77,0.7123,0.9239,544.1,0.0922,0.7867,0.6034,0.7909,high 8104,Ghana,2020,remote,ICT,Mid_Level,31.29,795654,0.1802,652315,0.2888,188389,41,0.7546,0.7062,284.27,0.0537,0.7444,0.4708,0.6071,moderate 8105,Uganda,2020,urban,Infrastructure,Junior,43.2,324772,0.2023,259076,0.3491,90435,24,0.6451,0.7181,287.87,0.0661,0.5918,0.3238,0.546,moderate 8106,Ghana,2024,rural,Health,Junior,34.0,817637,0.1969,656615,0.3138,206077,48,0.645,0.7403,175.44,0.0511,0.5934,0.4771,0.6173,moderate 8107,Rwanda,2025,capital,Administration,Junior,14.34,419674,0.0677,391244,0.5867,229529,79,0.8123,0.9341,422.71,0.0944,0.8801,0.7652,0.8819,high 8108,Uganda,2022,urban,Health,Mid_Level,46.01,330935,0.2081,262061,0.3704,97067,27,0.6023,0.7669,239.4,0.0611,0.63,0.436,0.5797,moderate 8109,Botswana,2022,capital,Administration,Junior,2.52,119179,0.0763,110084,0.8,88067,72,0.7615,0.8583,637.94,0.0858,0.885,0.6154,0.8897,high 8110,Rwanda,2019,urban,ICT,Mid_Level,12.43,394223,0.0774,363718,0.6586,239550,97,0.95,0.796,570.45,0.0812,0.935,0.6621,0.9169,high 8111,Tanzania,2025,urban,Health,Senior,69.01,1185046,0.1138,1050179,0.3911,410763,32,0.6298,0.6827,475.63,0.0675,0.6055,0.435,0.6058,moderate 8112,South Africa,2025,capital,Administration,Junior,62.5,3052317,0.1044,2733757,0.5994,1638721,59,0.6944,0.7763,495.19,0.0807,0.95,0.7791,0.8106,high 8113,Kenya,2025,capital,Social_Services,Mid_Level,56.15,2155369,0.0759,1991858,0.6673,1329156,58,0.7329,0.9066,433.27,0.0768,0.8828,0.6683,0.834,high 8114,Ghana,2018,urban,Health,Junior,30.01,810161,0.1173,715112,0.4515,322883,43,0.6047,0.7326,286.6,0.0715,0.6909,0.43,0.663,high 8115,South Africa,2019,rural,ICT,Junior,59.58,3020961,0.1428,2589514,0.4152,1075287,53,0.7313,0.8277,559.65,0.0833,0.8056,0.5631,0.7116,high 8116,South Africa,2019,urban,ICT,Mid_Level,59.58,3441164,0.121,3024773,0.6429,1944697,71,0.7257,0.7903,381.76,0.0838,0.8336,0.5453,0.8144,high 8117,Rwanda,2025,capital,Security,Senior,14.34,439333,0.0795,404421,0.7298,295142,91,0.95,0.8771,572.11,0.0733,0.95,0.6731,0.934,high 8118,Uganda,2019,remote,Security,Junior,41.86,361601,0.271,263602,0.1879,49528,22,0.5739,0.8123,197.79,0.0614,0.5991,0.3609,0.5021,moderate 8119,Nigeria,2025,rural,Education,Mid_Level,235.75,5227201,0.2235,4058922,0.2677,1086499,28,0.645,0.786,324.45,0.0502,0.6958,0.4117,0.5597,moderate 8120,Uganda,2018,capital,Social_Services,Junior,40.56,338224,0.1609,283818,0.4402,124933,23,0.6462,0.7186,191.78,0.0669,0.7309,0.381,0.5963,moderate 8121,Rwanda,2024,capital,Education,Junior,14.0,374948,0.0716,348117,0.6696,233086,95,0.8611,0.87,610.83,0.073,0.95,0.6962,0.9321,high 8122,Ghana,2025,rural,Agriculture,Senior,34.71,851601,0.1482,725390,0.3314,240364,35,0.6383,0.8094,458.09,0.0593,0.5657,0.4133,0.6026,moderate 8123,Mozambique,2023,rural,Education,Mid_Level,32.13,360911,0.2726,262517,0.1958,51389,13,0.5482,0.6514,96.98,0.0701,0.353,0.2177,0.4181,low 8124,Uganda,2023,rural,Health,Mid_Level,47.48,399965,0.2986,280517,0.2691,75479,18,0.6379,0.7703,322.81,0.0627,0.7398,0.3701,0.5141,moderate 8125,Botswana,2022,urban,Health,Senior,2.52,126815,0.0726,117606,0.7278,85595,67,0.7068,0.8879,765.49,0.0645,0.9064,0.6271,0.8678,high 8126,Nigeria,2023,urban,Security,Junior,224.39,5125186,0.1388,4413659,0.4616,2037139,28,0.5993,0.8207,260.0,0.0664,0.7074,0.4449,0.639,moderate 8127,Senegal,2018,urban,Administration,Mid_Level,15.34,313420,0.1102,278888,0.4307,120114,29,0.6056,0.7066,269.54,0.0564,0.5561,0.3516,0.5994,moderate 8128,Ethiopia,2025,remote,Infrastructure,Senior,129.15,1463264,0.3463,956478,0.157,150146,12,0.6004,0.646,136.56,0.0536,0.3978,0.2083,0.3902,low 8129,Mozambique,2024,urban,Security,Junior,33.0,341131,0.1925,275476,0.2791,76896,22,0.6306,0.6664,93.19,0.0636,0.3948,0.1623,0.4823,low 8130,Kenya,2018,urban,Infrastructure,Director,48.55,1544638,0.0775,1424980,0.6124,872663,59,0.7979,0.8954,1328.53,0.0801,0.8076,0.7426,0.8206,high 8131,DRC,2023,remote,ICT,Executive,101.74,565769,0.4797,294344,0.1244,36610,14,0.634,0.633,474.33,0.0515,0.3323,0.2267,0.347,critical 8132,Tanzania,2025,capital,Health,Junior,69.01,1177042,0.1442,1007288,0.4276,430679,29,0.5771,0.6839,241.92,0.0591,0.6361,0.3569,0.5952,moderate 8133,Rwanda,2021,capital,Social_Services,Mid_Level,13.04,431976,0.0763,398996,0.692,276106,71,0.7133,0.8409,521.89,0.0781,0.95,0.7536,0.8779,high 8134,Kenya,2025,urban,Administration,Mid_Level,56.15,1875474,0.1075,1673862,0.6046,1012066,50,0.6619,0.7856,428.13,0.0662,0.8825,0.6171,0.7671,high 8135,Tanzania,2021,rural,Security,Mid_Level,61.31,1208909,0.1668,1007268,0.2493,251130,22,0.51,0.7846,240.58,0.0598,0.5566,0.3571,0.5347,moderate 8136,Ethiopia,2020,rural,Finance,Junior,114.15,1251216,0.2742,908080,0.1976,179445,14,0.6216,0.6989,153.96,0.0695,0.3986,0.1948,0.43,low 8137,Senegal,2019,rural,Security,Junior,15.76,397858,0.1227,349037,0.3499,122131,27,0.6689,0.7697,286.63,0.0543,0.6658,0.4225,0.5986,moderate 8138,Rwanda,2023,rural,Education,Mid_Level,13.67,457883,0.1197,403057,0.419,168865,70,0.7395,0.8973,480.91,0.0655,0.95,0.7496,0.8044,high 8139,Tanzania,2023,capital,Health,Junior,65.05,1138862,0.1411,978220,0.4711,460830,26,0.6251,0.7963,287.64,0.0656,0.5717,0.4384,0.618,moderate 8140,South Africa,2025,capital,Education,Director,62.5,3196853,0.101,2874019,0.7218,2074496,60,0.8127,0.7698,1391.32,0.0768,0.8977,0.6482,0.8253,high 8141,Ghana,2024,rural,Education,Junior,34.0,936644,0.161,785851,0.3893,305897,40,0.6178,0.7031,278.34,0.0605,0.6973,0.4359,0.6259,moderate 8142,Kenya,2020,remote,Administration,Junior,50.61,1693071,0.1535,1433153,0.2782,398769,55,0.8133,0.798,564.2,0.0834,0.8196,0.6505,0.6854,high 8143,Tanzania,2025,urban,ICT,Mid_Level,69.01,1396303,0.1638,1167573,0.3836,447855,30,0.649,0.7603,210.05,0.0618,0.5724,0.4381,0.595,moderate 8144,Uganda,2025,urban,Finance,Junior,50.57,393175,0.1791,322739,0.4089,131981,16,0.5945,0.7904,199.22,0.0607,0.6162,0.3539,0.563,moderate 8145,Mozambique,2021,capital,Justice,Junior,30.47,328681,0.149,279709,0.276,77193,15,0.5832,0.7104,98.61,0.0636,0.3892,0.2224,0.487,low 8146,Rwanda,2022,urban,Social_Services,Director,13.35,454591,0.0637,425611,0.6747,287160,81,0.9321,0.8862,1022.78,0.0878,0.8125,0.6445,0.8839,high 8147,Uganda,2019,rural,Education,Executive,41.86,356518,0.2969,250672,0.2977,74625,27,0.6361,0.7661,1013.59,0.0544,0.7011,0.3677,0.5395,moderate 8148,Rwanda,2020,rural,Infrastructure,Senior,12.73,370947,0.1054,331849,0.4048,134343,84,0.8359,0.7684,879.16,0.0693,0.8421,0.7206,0.8064,high 8149,DRC,2019,urban,Education,Junior,89.7,502802,0.2287,387804,0.2406,93301,12,0.4884,0.6921,119.4,0.0628,0.3654,0.2049,0.4438,low 8150,Rwanda,2023,urban,Social_Services,Senior,13.67,440325,0.0651,411639,0.5755,236915,53,0.6896,0.8318,603.43,0.0825,0.8515,0.7762,0.7976,high 8151,Ghana,2020,urban,Health,Mid_Level,31.29,804737,0.1141,712950,0.4728,337052,30,0.5627,0.7131,306.27,0.0484,0.578,0.3418,0.6136,moderate 8152,Nigeria,2023,remote,Education,Junior,224.39,4041712,0.2335,3097934,0.2316,717593,36,0.703,0.7668,258.06,0.0636,0.6323,0.3813,0.5559,moderate 8153,Ghana,2022,capital,Administration,Mid_Level,32.62,831552,0.1085,741298,0.6071,450007,28,0.6177,0.7235,208.76,0.0678,0.6993,0.4286,0.6659,high 8154,Ethiopia,2019,rural,Education,Mid_Level,111.37,1348440,0.2687,986169,0.2024,199644,14,0.5581,0.6909,119.1,0.0706,0.3838,0.2251,0.433,low 8155,Uganda,2021,rural,Education,Director,44.58,350056,0.2263,270823,0.2657,71947,24,0.6405,0.6912,492.12,0.0544,0.6557,0.3828,0.5274,moderate 8156,DRC,2025,remote,Health,Junior,108.36,707222,0.4631,379735,0.1253,47568,14,0.6072,0.6407,108.03,0.0703,0.4287,0.167,0.3562,low 8157,Uganda,2020,capital,Education,Mid_Level,43.2,320036,0.1422,274526,0.3492,95863,17,0.536,0.7664,175.85,0.067,0.56,0.4616,0.5614,moderate 8158,Nigeria,2025,urban,Finance,Junior,235.75,4598643,0.142,3945733,0.4441,1752461,35,0.5857,0.7469,298.83,0.0573,0.6304,0.4216,0.6303,moderate 8159,Mozambique,2021,rural,Social_Services,Junior,30.47,331703,0.2438,250835,0.1889,47382,21,0.6549,0.6604,91.51,0.0628,0.4123,0.2269,0.4518,low 8160,Mozambique,2018,rural,Finance,Senior,28.12,261053,0.3174,178186,0.1883,33555,15,0.5149,0.6591,157.71,0.0554,0.4332,0.1801,0.4154,low 8161,Kenya,2018,capital,Social_Services,Mid_Level,48.55,1895885,0.1005,1705321,0.6719,1145746,49,0.6794,0.7991,568.25,0.0643,0.95,0.7767,0.8079,high 8162,South Africa,2023,urban,Education,Mid_Level,61.51,3191254,0.0971,2881246,0.6914,1992205,45,0.6124,0.8317,592.69,0.0953,0.95,0.7009,0.8009,high 8163,Tanzania,2020,capital,Education,Director,59.53,1003200,0.1456,857169,0.4638,397545,19,0.6233,0.7392,467.26,0.0705,0.7224,0.4598,0.6062,moderate 8164,Ghana,2024,rural,Security,Mid_Level,34.0,843192,0.1792,692131,0.3351,231948,26,0.636,0.7677,243.43,0.0704,0.6842,0.3525,0.5728,moderate 8165,Nigeria,2018,urban,Finance,Junior,198.33,3663287,0.1884,2973242,0.3794,1127958,38,0.5822,0.7782,262.71,0.0484,0.6664,0.4018,0.6163,moderate 8166,South Africa,2024,urban,Finance,Junior,62.0,2829313,0.1135,2508196,0.6143,1540856,67,0.7315,0.7657,494.55,0.0813,0.9216,0.5572,0.8054,high 8167,Ghana,2021,capital,Security,Mid_Level,31.94,834238,0.1025,748732,0.5133,384319,28,0.6166,0.6968,277.05,0.0523,0.7349,0.3215,0.6329,moderate 8168,Rwanda,2018,capital,Agriculture,Junior,12.14,398913,0.0643,373244,0.6554,244638,61,0.8459,0.9099,370.19,0.0753,0.7857,0.6994,0.8353,high 8169,Rwanda,2018,capital,Finance,Junior,12.14,366410,0.066,342234,0.6349,217269,91,0.8,0.8742,420.3,0.0757,0.9236,0.6658,0.9098,high 8170,South Africa,2022,rural,Infrastructure,Mid_Level,61.02,3412388,0.1655,2847697,0.5273,1501563,74,0.8765,0.9243,383.48,0.0689,0.8491,0.7226,0.8213,high 8171,South Africa,2024,urban,Finance,Junior,62.0,3280066,0.0977,2959680,0.6151,1820362,73,0.7643,0.8358,539.85,0.0923,0.95,0.5878,0.841,high 8172,Kenya,2018,rural,Education,Junior,48.55,1884329,0.1391,1622236,0.3625,588120,61,0.7871,0.7927,491.69,0.08,0.8532,0.6643,0.729,high 8173,Tanzania,2024,urban,Finance,Mid_Level,67.0,1311219,0.1129,1163191,0.3913,455158,25,0.6519,0.8192,241.32,0.0485,0.6293,0.4236,0.6103,moderate 8174,Rwanda,2022,urban,Justice,Mid_Level,13.35,429233,0.0618,402721,0.5278,212551,73,0.8821,0.9316,534.25,0.0883,0.8735,0.7235,0.8484,high 8175,Tanzania,2024,urban,Education,Senior,67.0,1032891,0.1445,883688,0.4377,386818,34,0.6662,0.7084,456.38,0.0608,0.7265,0.3221,0.6194,moderate 8176,South Africa,2023,urban,Health,Senior,61.51,3108461,0.1004,2796439,0.723,2021771,69,0.6905,0.8768,634.4,0.0743,0.872,0.6816,0.865,high 8177,Uganda,2023,remote,Administration,Senior,47.48,424215,0.2967,298343,0.1916,57175,18,0.5829,0.7344,481.05,0.049,0.6471,0.4515,0.4888,low 8178,Ghana,2023,remote,ICT,Senior,33.3,812614,0.184,663109,0.2567,170220,26,0.5182,0.7737,460.38,0.0565,0.6569,0.4775,0.5627,moderate 8179,Uganda,2024,remote,Education,Mid_Level,49.0,386192,0.2583,286432,0.208,59581,19,0.5958,0.739,195.45,0.0625,0.7047,0.366,0.5028,moderate 8180,Ethiopia,2022,rural,Infrastructure,Senior,119.93,1566589,0.2594,1160264,0.1937,224706,16,0.525,0.6813,187.01,0.0493,0.3397,0.163,0.426,low 8181,DRC,2021,rural,Justice,Senior,95.53,650928,0.3359,432250,0.1675,72409,13,0.5191,0.641,214.08,0.0563,0.3507,0.1729,0.3889,low 8182,Botswana,2023,urban,Health,Mid_Level,2.56,124976,0.0976,112776,0.6658,75087,77,0.8578,0.9148,539.5,0.0778,0.8425,0.7526,0.8813,high 8183,Botswana,2022,rural,Education,Mid_Level,2.52,103955,0.1168,91815,0.4402,40412,68,0.7557,0.8775,414.28,0.0864,0.95,0.6973,0.7972,high 8184,Mozambique,2022,rural,Security,Executive,31.29,329603,0.2287,254228,0.1619,41150,13,0.4698,0.6827,449.3,0.0536,0.4044,0.2311,0.4318,low 8185,Kenya,2018,capital,Education,Junior,48.55,1507009,0.0782,1389087,0.6255,868810,45,0.7726,0.7864,586.91,0.0833,0.7849,0.5527,0.751,high 8186,DRC,2021,rural,Administration,Junior,95.53,602847,0.3228,408235,0.1748,71348,12,0.5633,0.697,103.12,0.0624,0.3576,0.2271,0.406,low 8187,Kenya,2025,urban,Administration,Executive,56.15,1793389,0.0986,1616539,0.5322,860373,44,0.6572,0.8235,1963.76,0.0677,0.8838,0.5337,0.7337,high 8188,Nigeria,2023,urban,Education,Junior,224.39,4104224,0.1479,3497073,0.3694,1291914,32,0.6371,0.7282,218.44,0.0673,0.5919,0.3222,0.586,moderate 8189,Uganda,2019,urban,Administration,Mid_Level,41.86,291844,0.2099,230579,0.3319,76524,22,0.6111,0.7504,225.33,0.05,0.5675,0.441,0.5489,moderate 8190,Tanzania,2019,remote,Health,Junior,57.79,1050191,0.2282,810515,0.229,185580,31,0.6509,0.706,190.46,0.0696,0.6372,0.4322,0.5405,moderate 8191,Nigeria,2023,urban,Education,Mid_Level,224.39,4013595,0.168,3339416,0.4547,1518468,29,0.6597,0.7172,297.62,0.0524,0.6625,0.4342,0.6114,moderate 8192,Mozambique,2022,capital,Education,Junior,31.29,277449,0.1964,222971,0.3063,68288,17,0.6175,0.6476,86.7,0.0686,0.4129,0.1656,0.475,low 8193,Nigeria,2024,remote,Agriculture,Mid_Level,230.0,4921247,0.2478,3701632,0.2197,813274,24,0.5091,0.7098,243.4,0.0594,0.7413,0.4324,0.5268,moderate 8194,Senegal,2022,capital,Education,Junior,17.07,342337,0.0934,310347,0.5191,161097,33,0.6041,0.7976,272.9,0.053,0.6166,0.4135,0.6616,high 8195,Nigeria,2024,capital,Justice,Junior,230.0,4691499,0.1275,4093202,0.4079,1669559,21,0.5871,0.8,279.89,0.0708,0.6537,0.3985,0.5978,moderate 8196,Rwanda,2018,rural,Security,Junior,12.14,320878,0.0996,288917,0.3772,108974,96,0.95,0.8979,517.2,0.0664,0.95,0.5434,0.8434,high 8197,Ghana,2023,rural,Education,Junior,33.3,824273,0.1927,665395,0.3332,221714,28,0.6982,0.7011,213.29,0.0687,0.6534,0.4156,0.5672,moderate 8198,Botswana,2023,capital,Health,Junior,2.56,132018,0.0691,122891,0.8,98312,63,0.7183,0.7833,368.35,0.0661,0.95,0.7548,0.8782,high 8199,Tanzania,2023,rural,Education,Junior,65.05,1143220,0.1756,942488,0.2525,237939,22,0.5127,0.7559,289.3,0.0602,0.6646,0.4574,0.5498,moderate 8200,Uganda,2023,rural,Agriculture,Junior,47.48,328774,0.2974,230988,0.2638,60941,17,0.5016,0.7809,185.82,0.0493,0.6758,0.424,0.5112,moderate 8201,Ghana,2022,rural,Social_Services,Junior,32.62,729919,0.1883,592472,0.3462,205110,29,0.6672,0.7695,299.79,0.0596,0.658,0.4058,0.5838,moderate 8202,Rwanda,2025,urban,Health,Junior,14.34,387973,0.0612,364235,0.5176,188538,57,0.8037,0.8053,607.97,0.069,0.95,0.7553,0.7979,high 8203,Uganda,2025,rural,Education,Mid_Level,50.57,371692,0.2129,292570,0.288,84254,17,0.5296,0.805,297.19,0.0629,0.6213,0.3283,0.527,moderate 8204,Nigeria,2024,capital,Finance,Executive,230.0,4759328,0.1138,4217521,0.3988,1682045,34,0.6187,0.7209,1008.6,0.0561,0.6994,0.4291,0.6272,moderate 8205,DRC,2020,remote,ICT,Mid_Level,92.57,517250,0.4267,296542,0.1253,37145,14,0.614,0.6846,140.82,0.0568,0.3734,0.2011,0.3698,low 8206,Nigeria,2024,urban,Agriculture,Junior,230.0,4147221,0.1824,3390702,0.3974,1347312,30,0.7089,0.7516,237.57,0.0549,0.6093,0.4529,0.5977,moderate 8207,Uganda,2021,urban,Justice,Mid_Level,44.58,362679,0.174,299582,0.3073,92069,22,0.614,0.7218,254.25,0.0654,0.5955,0.3702,0.5432,moderate 8208,Rwanda,2024,urban,Justice,Senior,14.0,367526,0.0809,337806,0.571,192900,90,0.7774,0.9153,577.56,0.0907,0.848,0.5355,0.8732,high 8209,Ethiopia,2019,urban,Education,Junior,111.37,1256051,0.2569,933357,0.3057,285362,12,0.516,0.6892,84.32,0.0658,0.391,0.2295,0.4576,low 8210,Ghana,2025,capital,Education,Junior,34.71,957522,0.1197,842862,0.6073,511872,33,0.5638,0.7769,212.92,0.0681,0.6967,0.3863,0.6792,high 8211,Tanzania,2019,urban,Infrastructure,Mid_Level,57.79,1068364,0.1632,894031,0.4524,404502,28,0.5714,0.6948,182.65,0.0521,0.6508,0.3331,0.5949,moderate 8212,Ethiopia,2018,rural,Education,Junior,108.65,1213871,0.2885,863665,0.2278,196700,17,0.4842,0.6194,128.88,0.0599,0.4443,0.1896,0.4336,low 8213,DRC,2022,urban,Infrastructure,Junior,98.59,590519,0.2366,450796,0.1957,88216,11,0.5836,0.7148,145.6,0.0714,0.3659,0.2157,0.4326,low 8214,Kenya,2024,capital,Security,Junior,55.0,2183282,0.099,1967034,0.5597,1100897,58,0.8365,0.7775,586.67,0.0801,0.8656,0.6116,0.7745,high 8215,Kenya,2020,capital,Health,Mid_Level,50.61,1770348,0.091,1609196,0.6052,973859,64,0.8088,0.8744,493.96,0.0689,0.7876,0.7034,0.8188,high 8216,Kenya,2018,capital,Education,Director,48.55,1794864,0.0908,1631888,0.6729,1098089,61,0.8545,0.7794,955.38,0.0951,0.9018,0.7539,0.8305,high 8217,Ethiopia,2022,rural,Infrastructure,Director,119.93,1272078,0.2453,960037,0.2319,222660,12,0.6144,0.5853,383.53,0.0514,0.3509,0.1768,0.4172,low 8218,Nigeria,2024,urban,Finance,Junior,230.0,4436124,0.1515,3764013,0.4633,1743689,31,0.6779,0.7607,183.15,0.0688,0.5938,0.3622,0.6151,moderate 8219,South Africa,2021,rural,Education,Junior,60.54,3519938,0.1621,2949462,0.4215,1243183,72,0.8785,0.8463,604.57,0.0761,0.95,0.6024,0.777,high 8220,Uganda,2025,rural,Social_Services,Director,50.57,431235,0.2201,336310,0.2899,97498,23,0.66,0.7141,504.2,0.0484,0.6616,0.3331,0.5315,moderate 8221,Uganda,2022,urban,ICT,Junior,46.01,362520,0.2242,281231,0.3937,110714,19,0.6525,0.7978,182.53,0.0507,0.7068,0.4601,0.5762,moderate 8222,Mozambique,2025,rural,Agriculture,Mid_Level,33.89,325712,0.3203,221384,0.1999,44244,15,0.6161,0.6209,151.76,0.0637,0.3702,0.1985,0.4074,low 8223,Rwanda,2021,rural,Finance,Senior,13.04,393778,0.1182,347216,0.4574,158833,70,0.7713,0.8812,889.74,0.0736,0.8248,0.5889,0.7834,high 8224,DRC,2021,capital,ICT,Junior,95.53,657041,0.2468,494875,0.2084,103138,9,0.5309,0.6769,128.09,0.0625,0.4143,0.1894,0.4248,low 8225,Uganda,2022,remote,Health,Mid_Level,46.01,346913,0.3644,220500,0.2184,48150,15,0.6395,0.6763,245.0,0.0519,0.6643,0.3947,0.4583,low 8226,DRC,2021,remote,Infrastructure,Junior,95.53,600849,0.4171,350210,0.107,37455,9,0.5823,0.7061,121.54,0.0644,0.3462,0.1961,0.3551,low 8227,Rwanda,2021,capital,Health,Mid_Level,13.04,375806,0.064,351755,0.7443,261796,60,0.8066,0.9178,571.9,0.0749,0.8738,0.5557,0.8507,high 8228,Rwanda,2018,capital,Education,Junior,12.14,395872,0.0686,368696,0.588,216782,55,0.823,0.8709,352.2,0.0726,0.95,0.7452,0.8175,high 8229,Ghana,2025,rural,Health,Junior,34.71,781458,0.1563,659283,0.4034,265935,46,0.6549,0.7213,246.66,0.0549,0.735,0.3864,0.6471,moderate 8230,Tanzania,2025,capital,Education,Mid_Level,69.01,1354576,0.1161,1197350,0.4212,504359,30,0.5628,0.6813,196.21,0.0655,0.6923,0.3419,0.6069,moderate 8231,Kenya,2019,rural,Justice,Junior,49.57,1757979,0.1467,1500025,0.3838,575727,45,0.7093,0.8324,447.15,0.0884,0.775,0.6333,0.6875,high 8232,Uganda,2020,remote,Infrastructure,Senior,43.2,372593,0.3585,239034,0.1726,41258,28,0.5994,0.7034,365.26,0.0671,0.6638,0.4194,0.4874,low 8233,Uganda,2020,remote,Agriculture,Mid_Level,43.2,377549,0.3163,258142,0.1862,48072,28,0.5675,0.7088,277.79,0.0576,0.5801,0.3479,0.4866,low 8234,Nigeria,2022,remote,ICT,Senior,218.92,3983147,0.2812,2863050,0.2129,609424,23,0.5332,0.699,276.84,0.0573,0.6112,0.4668,0.5031,moderate 8235,DRC,2024,urban,Infrastructure,Mid_Level,105.0,611165,0.2451,461363,0.1876,86540,12,0.5494,0.6482,150.77,0.0685,0.3764,0.2014,0.4206,low 8236,Uganda,2021,rural,Administration,Mid_Level,44.58,404201,0.2862,288506,0.2444,70497,22,0.5763,0.6901,218.12,0.0588,0.7153,0.4674,0.5163,moderate 8237,Uganda,2021,capital,Administration,Mid_Level,44.58,395939,0.1408,340207,0.4272,145332,16,0.6285,0.8196,271.77,0.0607,0.6708,0.442,0.5958,moderate 8238,South Africa,2024,capital,Education,Junior,62.0,3246545,0.0977,2929439,0.6746,1976321,77,0.8318,0.8498,495.4,0.0783,0.7752,0.5548,0.8472,high 8239,Ethiopia,2023,remote,Infrastructure,Director,122.93,1316572,0.2947,928639,0.1584,147136,12,0.5098,0.646,245.16,0.0507,0.3364,0.1981,0.3963,low 8240,Botswana,2025,rural,Agriculture,Junior,2.64,122780,0.1235,107611,0.4355,46862,75,0.8039,0.9338,392.71,0.0677,0.95,0.6787,0.8184,high 8241,Mozambique,2020,rural,ICT,Junior,29.66,306691,0.2269,237097,0.2036,48270,18,0.5124,0.6243,141.93,0.0582,0.443,0.2003,0.4471,low 8242,Uganda,2022,capital,Administration,Senior,46.01,325866,0.1455,278436,0.3927,109333,26,0.6478,0.6864,417.8,0.0713,0.6703,0.4085,0.5876,moderate 8243,Ethiopia,2023,rural,Education,Mid_Level,122.93,1578039,0.3044,1097677,0.2065,226669,16,0.6248,0.5856,147.58,0.0605,0.3785,0.2164,0.4129,low 8244,Nigeria,2025,urban,Social_Services,Director,235.75,4297082,0.181,3519450,0.4843,1704522,31,0.5672,0.6887,663.43,0.0528,0.5903,0.3999,0.6057,moderate 8245,Senegal,2021,urban,Security,Junior,16.62,368465,0.097,332707,0.5106,169889,24,0.651,0.6961,275.32,0.049,0.5558,0.3504,0.6084,moderate 8246,Nigeria,2022,capital,Education,Director,218.92,4473056,0.1334,3876289,0.4054,1571372,21,0.5956,0.8246,488.53,0.0536,0.7407,0.474,0.6156,moderate 8247,Uganda,2022,rural,Agriculture,Junior,46.01,350106,0.2023,279267,0.2435,68013,21,0.5036,0.7235,214.34,0.0693,0.5693,0.3686,0.5151,moderate 8248,Kenya,2024,urban,Education,Mid_Level,55.0,1901336,0.0763,1756356,0.5798,1018304,38,0.5767,0.888,564.18,0.0765,0.8357,0.5275,0.7404,high 8249,Ethiopia,2023,rural,Justice,Junior,122.93,1276393,0.2591,945686,0.2265,214209,11,0.5608,0.6684,140.18,0.0481,0.4053,0.234,0.4336,low 8250,Rwanda,2021,rural,Education,Junior,13.04,373072,0.1087,332531,0.3834,127481,71,0.6803,0.9137,619.91,0.0776,0.8749,0.7304,0.7938,high 8251,Mozambique,2025,rural,Administration,Mid_Level,33.89,302957,0.3221,205368,0.2094,43001,21,0.6538,0.5853,155.63,0.0585,0.3349,0.2117,0.4168,low 8252,Tanzania,2018,urban,Education,Senior,56.11,1064673,0.1643,889798,0.3432,305345,32,0.5664,0.7227,454.9,0.0493,0.7458,0.4231,0.6,moderate 8253,Senegal,2021,remote,Agriculture,Junior,16.62,382122,0.1573,321998,0.2797,90078,35,0.6682,0.7429,296.87,0.0664,0.6655,0.3988,0.586,moderate 8254,Tanzania,2021,remote,Administration,Mid_Level,61.31,1263112,0.2736,917541,0.2247,206177,26,0.6078,0.7382,300.06,0.065,0.6688,0.4496,0.5254,moderate 8255,Nigeria,2022,remote,Health,Mid_Level,218.92,4724126,0.2974,3319352,0.2318,769432,25,0.5501,0.7308,312.0,0.0612,0.6945,0.3884,0.514,moderate 8256,DRC,2023,remote,Agriculture,Director,101.74,669114,0.376,417514,0.1075,44880,14,0.5139,0.6151,279.59,0.0642,0.3651,0.2179,0.3684,low 8257,South Africa,2019,remote,Education,Junior,59.58,2956539,0.2273,2284643,0.3089,705633,57,0.7909,0.7711,507.09,0.0646,0.9159,0.7215,0.6923,high 8258,DRC,2023,capital,Education,Junior,101.74,595294,0.2272,460061,0.2203,101371,13,0.4745,0.5996,90.23,0.0623,0.3359,0.18,0.4223,low 8259,DRC,2025,urban,Education,Mid_Level,108.36,553837,0.2162,434082,0.2344,101750,10,0.4832,0.596,116.2,0.0696,0.3627,0.2026,0.4255,low 8260,Nigeria,2024,capital,Security,Junior,230.0,4256655,0.155,3596944,0.4236,1523497,38,0.6403,0.7241,238.03,0.05,0.5764,0.3804,0.6164,moderate 8261,Nigeria,2024,capital,Health,Junior,230.0,4540524,0.1354,3925598,0.4851,1904481,26,0.5454,0.7717,277.0,0.0619,0.6752,0.3827,0.624,moderate 8262,Senegal,2019,remote,Health,Senior,15.76,343290,0.1908,277778,0.2312,64211,39,0.7198,0.7769,329.71,0.0554,0.6878,0.3235,0.5753,moderate 8263,Tanzania,2025,capital,Finance,Senior,69.01,1275595,0.1205,1121932,0.4183,469319,22,0.6355,0.7793,449.73,0.0664,0.5767,0.3222,0.5863,moderate 8264,Nigeria,2019,capital,Administration,Junior,203.29,4607329,0.1193,4057847,0.4911,1992815,22,0.6237,0.6777,187.81,0.0543,0.6621,0.4014,0.606,moderate 8265,Tanzania,2023,rural,Health,Mid_Level,65.05,1089144,0.1846,888089,0.2545,226007,25,0.5744,0.8131,188.4,0.0504,0.641,0.4723,0.5633,moderate 8266,Botswana,2024,urban,Security,Junior,2.6,133942,0.0769,123637,0.6174,76332,47,0.6455,0.7762,628.97,0.0754,0.9182,0.5865,0.7695,high 8267,Nigeria,2019,capital,Finance,Junior,203.29,4133142,0.1628,3460154,0.5344,1849200,37,0.6097,0.6841,254.55,0.0632,0.5762,0.4341,0.639,moderate 8268,Kenya,2018,capital,Administration,Senior,48.55,1844195,0.0972,1664908,0.5924,986296,56,0.7614,0.8756,615.73,0.0658,0.873,0.7576,0.8082,high 8269,Ghana,2023,urban,Education,Mid_Level,33.3,945314,0.1156,836059,0.4886,408528,48,0.701,0.7498,273.83,0.0662,0.6262,0.4543,0.6838,high 8270,Tanzania,2019,capital,Infrastructure,Mid_Level,57.79,980625,0.1126,870227,0.4327,376568,26,0.6565,0.7703,300.62,0.0645,0.5967,0.4527,0.6155,moderate 8271,Botswana,2019,urban,Education,Mid_Level,2.41,104873,0.0888,95555,0.6862,65566,64,0.8204,0.8985,476.12,0.0913,0.8731,0.67,0.8484,high 8272,Kenya,2018,rural,Health,Mid_Level,48.55,1924950,0.118,1697856,0.38,645161,53,0.7869,0.9162,417.69,0.0951,0.9332,0.6871,0.7475,high 8273,Mozambique,2019,urban,Health,Mid_Level,28.88,276172,0.2105,218026,0.2785,60720,19,0.5183,0.6013,115.99,0.0584,0.3702,0.1646,0.4582,low 8274,DRC,2019,rural,Administration,Junior,89.7,463468,0.2911,328571,0.1604,52694,9,0.4789,0.6945,125.9,0.0705,0.4201,0.1849,0.4045,low 8275,Ghana,2022,urban,Health,Junior,32.62,930168,0.141,799018,0.4266,340864,34,0.6717,0.7768,211.5,0.0577,0.6959,0.4721,0.6397,moderate 8276,Botswana,2020,capital,Security,Junior,2.45,112642,0.0719,104539,0.77,80494,53,0.6177,0.9113,359.06,0.0766,0.8863,0.642,0.8465,high 8277,Ethiopia,2025,urban,Security,Mid_Level,129.15,1620863,0.2624,1195531,0.3213,384149,18,0.6236,0.6678,128.69,0.0621,0.3559,0.2242,0.4679,low 8278,Rwanda,2023,rural,Security,Mid_Level,13.67,368658,0.1166,325657,0.3973,129369,80,0.8199,0.8016,623.2,0.0766,0.95,0.6245,0.7978,high 8279,Ethiopia,2025,capital,Administration,Director,129.15,1710630,0.2016,1365735,0.3576,488371,13,0.5832,0.6589,240.43,0.062,0.3778,0.1709,0.4752,low 8280,Senegal,2020,capital,ICT,Junior,16.18,351542,0.0819,322761,0.4897,158066,36,0.661,0.7537,194.89,0.0598,0.5869,0.4043,0.6541,high 8281,Mozambique,2020,rural,Health,Junior,29.66,305080,0.2401,231817,0.1876,43482,22,0.4999,0.6775,127.73,0.071,0.446,0.2252,0.4606,low 8282,Ghana,2024,rural,Finance,Mid_Level,34.0,764051,0.1809,625812,0.3732,233552,30,0.5875,0.7041,198.02,0.0574,0.7313,0.3509,0.5869,moderate 8283,Uganda,2018,remote,Finance,Junior,40.56,336507,0.3652,213630,0.2134,45585,18,0.5891,0.7389,270.22,0.0509,0.7157,0.4501,0.4845,low 8284,Tanzania,2022,capital,Administration,Mid_Level,63.15,1069768,0.1299,930853,0.4322,402342,29,0.6301,0.7073,244.05,0.0609,0.6442,0.4067,0.6093,moderate 8285,Mozambique,2018,remote,Education,Mid_Level,28.12,288360,0.3915,175472,0.1551,27215,20,0.5914,0.6519,109.02,0.0563,0.3509,0.1882,0.3926,low 8286,South Africa,2024,urban,Finance,Senior,62.0,3450097,0.1161,3049665,0.5781,1763116,76,0.739,0.8915,534.45,0.089,0.95,0.6861,0.8528,high 8287,South Africa,2019,rural,Education,Junior,59.58,2819683,0.1629,2360220,0.5074,1197669,48,0.6899,0.917,568.03,0.0719,0.8836,0.5485,0.7369,high 8288,Kenya,2018,rural,Health,Mid_Level,48.55,1891308,0.1053,1692195,0.3808,644332,38,0.6761,0.8105,525.38,0.0883,0.8739,0.5612,0.6789,high 8289,Kenya,2018,urban,Health,Mid_Level,48.55,1474222,0.0862,1347074,0.6238,840371,62,0.6996,0.8477,533.79,0.0823,0.95,0.6581,0.8274,high 8290,Tanzania,2022,rural,Education,Senior,63.15,1022317,0.2004,817485,0.2614,213721,22,0.6402,0.7707,403.34,0.0567,0.7371,0.3717,0.5468,moderate 8291,Ethiopia,2019,urban,Health,Executive,111.37,1506736,0.2446,1138229,0.3057,347996,11,0.5251,0.623,360.84,0.0682,0.4403,0.2149,0.4518,low 8292,Rwanda,2019,rural,Security,Junior,12.43,394462,0.084,361320,0.4166,150532,54,0.7718,0.8633,485.66,0.0896,0.95,0.6755,0.7602,high 8293,Botswana,2018,remote,Administration,Mid_Level,2.38,118921,0.1381,102495,0.3398,34827,61,0.8103,0.7724,621.59,0.0926,0.8028,0.6211,0.7112,high 8294,Tanzania,2024,remote,Social_Services,Junior,67.0,1135631,0.2183,887715,0.2033,180513,26,0.6166,0.7696,194.37,0.0507,0.6971,0.4742,0.5438,moderate 8295,Nigeria,2021,rural,Health,Junior,213.58,4820398,0.2397,3664818,0.3071,1125491,38,0.7123,0.7462,207.94,0.0576,0.6615,0.3477,0.5747,moderate 8296,Rwanda,2019,urban,Education,Junior,12.43,419209,0.0806,385428,0.6281,242081,88,0.8648,0.8496,417.57,0.096,0.95,0.6973,0.8991,high 8297,DRC,2020,capital,Security,Junior,92.57,574265,0.1897,465305,0.2585,120263,13,0.5991,0.6834,100.44,0.0485,0.401,0.2033,0.4626,low 8298,South Africa,2022,urban,Agriculture,Mid_Level,61.02,3481644,0.1372,3003910,0.5806,1744139,62,0.7536,0.8668,403.57,0.0701,0.8598,0.6445,0.7963,high 8299,South Africa,2020,urban,Health,Mid_Level,60.06,2887178,0.1351,2497054,0.6494,1621633,53,0.6737,0.8022,472.72,0.0915,0.9002,0.6843,0.7899,high 8300,Senegal,2024,rural,Health,Junior,18.0,358490,0.1423,307473,0.3446,105940,26,0.5877,0.7746,244.47,0.0638,0.7461,0.367,0.5931,moderate 8301,Tanzania,2024,urban,Administration,Senior,67.0,1288398,0.1433,1103767,0.3859,425899,24,0.6446,0.7284,471.94,0.0481,0.7115,0.4417,0.5952,moderate 8302,Botswana,2022,rural,Health,Mid_Level,2.52,96873,0.1053,86668,0.5401,46813,62,0.7212,0.8382,556.44,0.0841,0.95,0.6842,0.8029,high 8303,Ethiopia,2025,remote,Health,Junior,129.15,1339807,0.409,791843,0.1501,118836,17,0.6043,0.6946,119.45,0.0676,0.4401,0.2232,0.3983,low 8304,Ghana,2019,capital,Infrastructure,Mid_Level,30.64,807862,0.1025,725066,0.5825,422376,43,0.7217,0.7672,292.18,0.0681,0.5673,0.3962,0.6889,high 8305,DRC,2019,remote,Education,Junior,89.7,568289,0.392,345547,0.1038,35879,12,0.4911,0.605,104.25,0.057,0.4471,0.1683,0.3603,low 8306,Senegal,2018,rural,Security,Junior,15.34,349622,0.1728,289206,0.2879,83253,37,0.7345,0.8054,216.67,0.0638,0.6003,0.4512,0.5972,moderate 8307,Ghana,2022,rural,Education,Senior,32.62,730482,0.1826,597132,0.3871,231149,29,0.5976,0.7954,441.42,0.0701,0.7358,0.4666,0.6132,moderate 8308,Uganda,2023,capital,Health,Mid_Level,47.48,326068,0.1448,278857,0.408,113766,23,0.6182,0.7796,306.84,0.0597,0.6214,0.4311,0.5955,moderate 8309,Ghana,2021,capital,Education,Mid_Level,31.94,851867,0.1133,755331,0.4809,363233,41,0.645,0.7092,231.05,0.0644,0.6632,0.3676,0.6538,high 8310,Ethiopia,2024,remote,Health,Senior,126.0,1542868,0.3035,1074540,0.1543,165852,10,0.6158,0.6787,221.35,0.0604,0.4383,0.1775,0.4011,low 8311,DRC,2023,capital,Administration,Junior,101.74,624326,0.2292,481209,0.2107,101398,12,0.5345,0.5905,137.04,0.056,0.3503,0.1669,0.4157,low 8312,Botswana,2023,urban,ICT,Director,2.56,104671,0.0741,96917,0.6865,66529,54,0.7063,0.7859,1208.53,0.0678,0.95,0.5558,0.8066,high 8313,South Africa,2019,capital,Education,Junior,59.58,3106982,0.1027,2787913,0.7554,2106117,67,0.8621,0.9233,433.77,0.0713,0.95,0.6101,0.8752,high 8314,Ghana,2024,remote,Finance,Senior,34.0,825861,0.2103,652192,0.2967,193521,45,0.5796,0.6846,422.18,0.0575,0.6759,0.3776,0.5922,moderate 8315,Senegal,2025,rural,Finance,Senior,18.49,354836,0.1626,297140,0.3072,91278,27,0.6013,0.8015,357.44,0.049,0.6469,0.3812,0.5767,moderate 8316,Nigeria,2022,urban,Education,Director,218.92,4550053,0.1703,3775068,0.3962,1495832,29,0.57,0.7575,477.59,0.0706,0.579,0.3704,0.5875,moderate 8317,Botswana,2019,capital,Health,Director,2.41,103572,0.0799,95299,0.7689,73279,55,0.8234,0.9164,1028.16,0.0943,0.95,0.6742,0.8596,high 8318,Botswana,2018,capital,Infrastructure,Mid_Level,2.38,119505,0.0854,109301,0.7255,79300,77,0.8636,0.8283,505.66,0.084,0.839,0.5857,0.8693,high 8319,Botswana,2021,rural,Security,Junior,2.49,96482,0.1381,83155,0.4725,39287,67,0.6618,0.8327,428.23,0.0949,0.8676,0.564,0.7691,high 8320,Rwanda,2023,urban,Justice,Junior,13.67,395381,0.0611,371235,0.5178,192225,66,0.6791,0.856,644.45,0.0929,0.9088,0.6343,0.8119,high 8321,Kenya,2025,urban,Justice,Mid_Level,56.15,1802298,0.0886,1642577,0.6473,1063194,53,0.6791,0.7666,467.03,0.0736,0.8872,0.6464,0.7905,high 8322,Ethiopia,2023,remote,Agriculture,Senior,122.93,1688978,0.3002,1181989,0.1353,159891,18,0.4982,0.6097,141.73,0.0614,0.3916,0.169,0.4013,low 8323,Uganda,2022,capital,Social_Services,Junior,46.01,337436,0.1807,276461,0.3948,109144,24,0.5345,0.7283,224.71,0.0713,0.7017,0.4728,0.5902,moderate 8324,Uganda,2022,rural,Education,Junior,46.01,373312,0.2745,270853,0.2716,73562,28,0.5874,0.7015,197.15,0.0489,0.6601,0.3726,0.5278,moderate 8325,Nigeria,2021,urban,Infrastructure,Junior,213.58,4624130,0.1514,3923868,0.4908,1925919,29,0.5733,0.7951,226.39,0.0591,0.6055,0.448,0.632,moderate 8326,Ghana,2022,urban,Security,Junior,32.62,787587,0.1169,695485,0.5425,377272,42,0.7183,0.6839,272.13,0.0536,0.7404,0.4062,0.6786,high 8327,DRC,2025,rural,Education,Director,108.36,645423,0.2695,471453,0.1505,70949,15,0.481,0.6062,233.08,0.0627,0.4258,0.1606,0.4073,low 8328,Rwanda,2024,capital,Education,Mid_Level,14.0,474313,0.0797,436519,0.6036,263494,97,0.95,0.8487,539.23,0.0839,0.95,0.6233,0.9081,high 8329,Ghana,2024,rural,Health,Mid_Level,34.0,934709,0.1996,748171,0.3185,238255,48,0.7698,0.7775,230.91,0.0694,0.6053,0.3373,0.6106,moderate 8330,Ghana,2018,urban,Agriculture,Junior,30.01,649154,0.1023,582773,0.5347,311622,34,0.6617,0.7228,197.93,0.05,0.5527,0.3926,0.6461,moderate 8331,South Africa,2018,remote,Education,Senior,59.11,2738359,0.1689,2275964,0.3506,798004,71,0.8415,0.8036,702.48,0.0831,0.8561,0.5619,0.7353,high 8332,Rwanda,2021,urban,Education,Junior,13.04,351945,0.0761,325177,0.6577,213878,62,0.841,0.7853,638.75,0.0947,0.9262,0.6965,0.8305,high 8333,Tanzania,2024,capital,Education,Junior,67.0,1134694,0.1132,1006285,0.4587,461551,25,0.5631,0.7843,296.0,0.0513,0.6455,0.3686,0.6179,moderate 8334,Uganda,2022,urban,Agriculture,Senior,46.01,358078,0.1889,290450,0.3368,97825,16,0.5199,0.7098,372.48,0.0639,0.6326,0.3924,0.536,moderate 8335,Kenya,2022,capital,Social_Services,Mid_Level,52.76,1823463,0.0858,1667053,0.5988,998246,39,0.6438,0.9019,646.47,0.0904,0.8445,0.5775,0.7532,high 8336,Mozambique,2024,rural,Security,Junior,33.0,305651,0.2688,223482,0.1775,39677,16,0.6474,0.634,145.85,0.0675,0.3902,0.2357,0.4249,low 8337,DRC,2021,urban,Education,Mid_Level,95.53,536262,0.2464,404118,0.2375,95963,14,0.4904,0.6829,130.1,0.0659,0.3355,0.207,0.4394,low 8338,Uganda,2018,rural,Health,Junior,40.56,291287,0.262,214981,0.2586,55598,24,0.5735,0.7736,234.8,0.0596,0.7268,0.3673,0.5346,moderate 8339,Botswana,2023,capital,Justice,Junior,2.56,126748,0.0641,118629,0.7015,83214,74,0.6992,0.921,500.38,0.0775,0.9268,0.7487,0.9001,high 8340,Tanzania,2020,urban,Health,Director,59.53,1228686,0.1306,1068234,0.4204,449075,30,0.5926,0.8105,624.13,0.0682,0.6563,0.434,0.628,moderate 8341,South Africa,2020,urban,Administration,Mid_Level,60.06,2998323,0.1294,2610326,0.6943,1812308,73,0.8188,0.8176,528.85,0.0748,0.9099,0.5823,0.8456,high 8342,Rwanda,2020,rural,Infrastructure,Mid_Level,12.73,405359,0.0937,367371,0.402,147700,59,0.6623,0.8026,424.85,0.0881,0.8488,0.7556,0.7554,high 8343,Kenya,2021,urban,Education,Mid_Level,51.68,1562581,0.0802,1437311,0.5546,797203,56,0.8109,0.8971,579.22,0.0828,0.889,0.76,0.8081,high 8344,Botswana,2018,capital,Social_Services,Senior,2.38,98696,0.0778,91015,0.7022,63911,64,0.7633,0.9045,547.08,0.0862,0.7964,0.7798,0.8594,high 8345,Uganda,2021,rural,Security,Director,44.58,320840,0.2518,240054,0.2538,60924,27,0.5991,0.758,655.86,0.0524,0.7304,0.3931,0.5441,moderate 8346,Senegal,2021,remote,Health,Junior,16.62,342952,0.2188,267914,0.2393,64114,37,0.6243,0.8036,266.16,0.0486,0.6555,0.3396,0.5677,moderate 8347,DRC,2021,urban,ICT,Senior,95.53,520647,0.278,375928,0.1915,71997,13,0.5382,0.6503,221.78,0.0588,0.3554,0.201,0.4141,low 8348,Nigeria,2022,capital,Health,Mid_Level,218.92,4126917,0.1486,3513784,0.4408,1548853,24,0.5257,0.8159,281.16,0.0503,0.5708,0.3445,0.597,moderate 8349,Nigeria,2021,urban,Security,Mid_Level,213.58,4681376,0.1468,3994292,0.4763,1902444,32,0.5761,0.8145,299.27,0.0497,0.6786,0.4017,0.6426,moderate 8350,Tanzania,2025,urban,Education,Junior,69.01,1149644,0.15,977140,0.3831,374297,35,0.7285,0.7828,251.31,0.0584,0.638,0.4399,0.621,moderate 8351,Mozambique,2020,remote,Security,Mid_Level,29.66,331639,0.3846,204077,0.146,29792,16,0.6034,0.6488,88.37,0.0606,0.3667,0.1707,0.3814,low 8352,Ethiopia,2023,capital,Finance,Junior,122.93,1356669,0.1598,1139806,0.3207,365579,17,0.53,0.6523,102.48,0.0642,0.4069,0.2039,0.4917,low 8353,Nigeria,2019,capital,Education,Senior,203.29,3812001,0.1476,3249525,0.5331,1732355,37,0.614,0.7279,481.93,0.0617,0.6672,0.3917,0.654,high 8354,Kenya,2018,capital,Agriculture,Junior,48.55,1719970,0.0983,1550920,0.7041,1091961,44,0.7623,0.7694,558.6,0.0719,0.8317,0.6327,0.7733,high 8355,Uganda,2019,rural,Education,Executive,41.86,357407,0.2581,265170,0.2349,62298,26,0.6203,0.7087,772.41,0.0717,0.6651,0.4156,0.5236,moderate 8356,Nigeria,2020,urban,Education,Junior,208.37,4417073,0.1763,3638165,0.4314,1569397,38,0.6649,0.7177,225.79,0.06,0.7131,0.4784,0.6356,moderate 8357,Ghana,2018,urban,Health,Junior,30.01,774503,0.1042,693815,0.5174,358970,44,0.583,0.7218,228.66,0.0533,0.6863,0.4161,0.6818,high 8358,Tanzania,2021,urban,Education,Mid_Level,61.31,1219259,0.1263,1065302,0.452,481508,21,0.5201,0.7775,229.69,0.0546,0.6489,0.457,0.6111,moderate 8359,Botswana,2024,rural,Security,Junior,2.6,110354,0.121,97003,0.5441,52782,71,0.6764,0.88,486.61,0.0848,0.95,0.7259,0.8329,high 8360,Tanzania,2019,urban,ICT,Junior,57.79,894612,0.1142,792430,0.4329,343013,28,0.5566,0.7813,290.84,0.0654,0.6104,0.3617,0.6141,moderate 8361,Uganda,2019,urban,Health,Mid_Level,41.86,308949,0.1922,249580,0.3064,76471,19,0.4937,0.7206,226.7,0.0588,0.5879,0.4581,0.5387,moderate 8362,Ghana,2024,rural,Infrastructure,Mid_Level,34.0,795473,0.1571,670534,0.396,265536,38,0.7016,0.739,322.59,0.0577,0.7148,0.3472,0.6218,moderate 8363,Ghana,2018,rural,Infrastructure,Junior,30.01,659081,0.1671,548979,0.3917,215048,26,0.5832,0.7152,249.24,0.0716,0.6236,0.4095,0.5818,moderate 8364,Tanzania,2025,rural,Justice,Junior,69.01,1246483,0.2173,975613,0.2745,267778,23,0.5173,0.7622,251.22,0.069,0.6449,0.415,0.5421,moderate 8365,Botswana,2023,rural,ICT,Junior,2.56,108495,0.128,94611,0.5061,47886,62,0.6786,0.8204,632.61,0.0818,0.95,0.5922,0.7768,high 8366,Senegal,2022,capital,Agriculture,Junior,17.07,413233,0.0858,377766,0.5453,205983,24,0.6713,0.8015,279.48,0.0641,0.6289,0.4793,0.6559,high 8367,Botswana,2018,capital,Security,Mid_Level,2.38,99275,0.0749,91844,0.771,70811,63,0.6533,0.7711,483.11,0.0792,0.95,0.7759,0.8698,high 8368,Rwanda,2018,capital,Agriculture,Junior,12.14,341939,0.062,320732,0.5992,192180,80,0.853,0.8852,389.79,0.0698,0.95,0.584,0.8705,high 8369,Uganda,2022,capital,Security,Junior,46.01,356997,0.1492,303728,0.3814,115851,28,0.5677,0.7015,186.5,0.0526,0.7052,0.3535,0.5891,moderate 8370,Rwanda,2025,capital,Education,Senior,14.34,443100,0.066,413837,0.5912,244642,84,0.8679,0.926,958.45,0.0832,0.8499,0.7533,0.8905,high 8371,Rwanda,2019,urban,Health,Mid_Level,12.43,334305,0.0904,304072,0.541,164516,79,0.7655,0.9223,623.59,0.0916,0.939,0.6178,0.8542,high 8372,Rwanda,2023,capital,Health,Mid_Level,13.67,395877,0.077,365384,0.6977,254921,93,0.7624,0.8864,510.29,0.064,0.7884,0.7746,0.9269,high 8373,Mozambique,2019,capital,Agriculture,Junior,28.88,301779,0.17,250478,0.302,75648,17,0.6146,0.6652,137.4,0.0696,0.3998,0.1855,0.4838,low 8374,Senegal,2023,urban,Finance,Junior,17.53,395987,0.1064,353871,0.4081,144406,35,0.7225,0.6893,324.75,0.0664,0.6308,0.4388,0.6233,moderate 8375,South Africa,2025,urban,Education,Junior,62.5,3714893,0.139,3198574,0.6772,2166110,74,0.9021,0.88,351.21,0.0742,0.8287,0.667,0.8511,high 8376,Ethiopia,2022,remote,Administration,Junior,119.93,1547632,0.3624,986837,0.1732,170947,10,0.5376,0.6309,119.83,0.066,0.4153,0.1783,0.3817,low 8377,Mozambique,2019,rural,Justice,Executive,28.88,245539,0.2466,184994,0.2056,38042,18,0.504,0.6134,440.94,0.072,0.3976,0.1929,0.4358,low 8378,Botswana,2023,urban,Education,Junior,2.56,116910,0.0995,105282,0.6885,72488,87,0.8828,0.8569,501.86,0.0665,0.95,0.7444,0.9127,high 8379,Uganda,2019,remote,Health,Junior,41.86,331899,0.2802,238912,0.1707,40780,19,0.5536,0.7551,312.08,0.0602,0.7472,0.4148,0.4996,low 8380,Mozambique,2024,rural,Education,Executive,33.0,346513,0.3178,236405,0.195,46103,12,0.5841,0.7138,512.4,0.0637,0.3564,0.227,0.4147,low 8381,Senegal,2018,rural,Education,Junior,15.34,368662,0.1412,316624,0.3225,102099,30,0.6439,0.8094,298.38,0.0644,0.7026,0.3356,0.5956,moderate 8382,Mozambique,2025,urban,Health,Director,33.89,314587,0.1731,260131,0.2953,76812,12,0.5796,0.6357,357.24,0.0496,0.3686,0.1793,0.4607,low 8383,Tanzania,2019,rural,Education,Junior,57.79,1088975,0.1533,921989,0.3171,292408,25,0.5573,0.7972,211.49,0.0632,0.5904,0.4094,0.573,moderate 8384,Rwanda,2021,rural,Education,Mid_Level,13.04,447807,0.0807,411653,0.383,157644,78,0.7506,0.766,633.24,0.0731,0.95,0.5745,0.7879,high 8385,Kenya,2025,capital,Agriculture,Mid_Level,56.15,2079728,0.0936,1885067,0.6926,1305523,47,0.7088,0.8862,607.3,0.0647,0.7803,0.7784,0.806,high 8386,Botswana,2018,capital,Education,Junior,2.38,114794,0.0921,104218,0.7588,79084,70,0.756,0.8666,362.4,0.0812,0.95,0.7223,0.8889,high 8387,Nigeria,2021,rural,Education,Mid_Level,213.58,3954463,0.2298,3045593,0.2874,875435,27,0.5686,0.8057,297.24,0.0651,0.5958,0.4041,0.5528,moderate 8388,Nigeria,2024,rural,Education,Junior,230.0,4878420,0.224,3785612,0.2705,1024086,23,0.552,0.7427,183.19,0.0582,0.716,0.4609,0.5482,moderate 8389,Mozambique,2020,rural,Security,Mid_Level,29.66,325324,0.307,225456,0.193,43518,20,0.4957,0.6038,89.09,0.0551,0.3586,0.2328,0.4212,low 8390,Uganda,2020,capital,Education,Mid_Level,43.2,381426,0.169,316974,0.3437,108953,20,0.656,0.8215,257.55,0.0603,0.5883,0.3726,0.563,moderate 8391,South Africa,2021,urban,Finance,Junior,60.54,3481124,0.126,3042369,0.6545,1991193,48,0.5977,0.8455,501.02,0.082,0.8034,0.5218,0.7615,high 8392,Senegal,2022,remote,Education,Mid_Level,17.07,335520,0.1762,276396,0.2209,61066,28,0.6414,0.7015,281.56,0.0558,0.7139,0.3838,0.5462,moderate 8393,Kenya,2023,urban,Finance,Junior,53.87,1743511,0.101,1567470,0.5689,891770,64,0.8123,0.768,534.89,0.0644,0.95,0.6489,0.8021,high 8394,Uganda,2022,urban,Education,Mid_Level,46.01,361092,0.1573,304309,0.3627,110372,16,0.5928,0.731,175.33,0.0564,0.7351,0.4174,0.5663,moderate 8395,South Africa,2022,rural,Agriculture,Mid_Level,61.02,3612419,0.1299,3143262,0.506,1590460,74,0.6837,0.9166,360.47,0.0709,0.95,0.5449,0.816,high 8396,Senegal,2018,rural,ICT,Executive,15.34,289775,0.1639,242282,0.2832,68612,37,0.7268,0.7108,941.95,0.0528,0.5891,0.4663,0.5845,moderate 8397,South Africa,2019,urban,Health,Mid_Level,59.58,3443425,0.0998,3099625,0.611,1893973,46,0.6962,0.9316,429.47,0.0677,0.8261,0.5339,0.7685,high 8398,Tanzania,2019,urban,Health,Junior,57.79,1050620,0.127,917146,0.44,403509,27,0.6023,0.8073,218.95,0.061,0.6474,0.3316,0.6147,moderate 8399,Tanzania,2020,rural,ICT,Mid_Level,59.53,922780,0.1824,754462,0.2644,199514,25,0.6785,0.8106,228.13,0.0697,0.5626,0.4626,0.5571,moderate 8400,Senegal,2023,remote,Education,Mid_Level,17.53,426219,0.1958,342758,0.2292,78566,36,0.5835,0.7075,196.81,0.0508,0.6189,0.4378,0.5601,moderate 8401,Kenya,2023,urban,Administration,Junior,53.87,1753095,0.1041,1570610,0.609,956450,47,0.7739,0.9035,429.75,0.0786,0.8449,0.5835,0.7721,high 8402,Mozambique,2025,rural,Health,Junior,33.89,327220,0.2525,244596,0.2125,51977,21,0.669,0.7062,139.25,0.0622,0.3773,0.2253,0.4587,low 8403,Ethiopia,2019,rural,Education,Senior,111.37,1325778,0.2883,943535,0.2332,220076,12,0.4788,0.6487,139.26,0.0583,0.333,0.2062,0.4175,low 8404,Tanzania,2022,capital,Finance,Junior,63.15,1252385,0.1189,1103487,0.4035,445290,21,0.6425,0.7015,309.57,0.0568,0.6252,0.4288,0.5843,moderate 8405,Rwanda,2018,urban,Security,Senior,12.14,374899,0.0629,351313,0.6701,235402,92,0.9459,0.8347,751.34,0.0746,0.8426,0.6776,0.909,high 8406,Rwanda,2020,capital,Health,Mid_Level,12.73,393004,0.057,370610,0.7314,271059,60,0.7205,0.9327,437.41,0.0708,0.95,0.7272,0.8762,high 8407,Mozambique,2021,remote,Social_Services,Junior,30.47,325850,0.3699,205321,0.155,31831,21,0.519,0.6039,102.4,0.064,0.424,0.2053,0.4023,low 8408,Senegal,2020,remote,Administration,Junior,16.18,343607,0.1858,279765,0.2293,64152,35,0.5723,0.816,290.17,0.0603,0.6792,0.3437,0.5731,moderate 8409,Senegal,2025,rural,Agriculture,Junior,18.49,457779,0.1654,382045,0.2911,111207,34,0.5675,0.6931,252.71,0.0676,0.6716,0.3552,0.5731,moderate 8410,Tanzania,2019,urban,Finance,Senior,57.79,1132836,0.1328,982436,0.433,425419,32,0.6277,0.7895,331.52,0.051,0.7025,0.4591,0.6396,moderate 8411,Tanzania,2018,rural,Infrastructure,Mid_Level,56.11,940249,0.2147,738403,0.2854,210758,19,0.5078,0.8237,286.3,0.0482,0.6342,0.4682,0.549,moderate 8412,Ghana,2021,urban,Health,Senior,31.94,779152,0.1465,665013,0.4266,283684,26,0.6053,0.6941,420.8,0.0505,0.5563,0.426,0.5874,moderate 8413,Senegal,2018,urban,Agriculture,Junior,15.34,315120,0.1276,274912,0.4585,126048,35,0.58,0.753,322.83,0.0718,0.5982,0.3463,0.6276,moderate 8414,Ethiopia,2024,rural,Health,Director,126.0,1684003,0.2964,1184881,0.2263,268084,12,0.5629,0.6453,359.44,0.0696,0.4215,0.1819,0.4196,low 8415,Mozambique,2018,remote,Finance,Junior,28.12,305203,0.3785,189687,0.1381,26189,21,0.6293,0.639,91.0,0.0569,0.4426,0.2047,0.403,low 8416,Tanzania,2021,capital,Education,Junior,61.31,1201275,0.1,1081201,0.4874,526956,31,0.5577,0.7647,323.48,0.0714,0.6952,0.4761,0.6562,high 8417,Nigeria,2021,rural,Infrastructure,Senior,213.58,4032135,0.1802,3305352,0.3134,1035996,27,0.6667,0.7518,281.29,0.0651,0.5833,0.386,0.5605,moderate 8418,Senegal,2020,urban,Administration,Mid_Level,16.18,331984,0.1188,292540,0.4874,142580,42,0.5998,0.7294,270.81,0.0665,0.6895,0.4146,0.667,high 8419,Nigeria,2021,remote,Social_Services,Mid_Level,213.58,3656083,0.3052,2540078,0.2013,511428,36,0.6799,0.6846,193.91,0.0717,0.6492,0.3902,0.5207,moderate 8420,Tanzania,2019,capital,Health,Junior,57.79,1094347,0.131,950935,0.466,443180,30,0.6136,0.816,182.8,0.0613,0.7181,0.3772,0.6407,moderate 8421,Nigeria,2022,rural,Social_Services,Junior,218.92,4125720,0.169,3428454,0.3385,1160650,25,0.5683,0.6813,243.98,0.0695,0.5876,0.4513,0.561,moderate 8422,Nigeria,2020,capital,Administration,Senior,208.37,4134668,0.155,3493952,0.4288,1498135,26,0.6553,0.678,266.83,0.0618,0.7154,0.3551,0.5922,moderate 8423,Botswana,2018,capital,Infrastructure,Junior,2.38,120699,0.07,112244,0.8,89795,62,0.6805,0.7915,632.51,0.0862,0.95,0.5736,0.8586,high 8424,Kenya,2023,capital,Health,Junior,53.87,1945594,0.0972,1756429,0.6683,1173907,39,0.5719,0.8132,483.18,0.0703,0.7826,0.7198,0.7625,high 8425,Tanzania,2024,urban,Security,Junior,67.0,1127920,0.1247,987255,0.3466,342190,31,0.6257,0.7408,186.25,0.0623,0.6558,0.4128,0.601,moderate 8426,Ethiopia,2021,urban,Health,Senior,117.0,1390928,0.1963,1117931,0.2582,288660,13,0.6266,0.6444,175.4,0.0517,0.4332,0.1921,0.4572,low 8427,Uganda,2018,capital,Education,Junior,40.56,322422,0.1714,267153,0.4296,114778,19,0.5576,0.7198,318.24,0.0697,0.5948,0.425,0.572,moderate 8428,Ghana,2019,rural,Social_Services,Junior,30.64,874718,0.1902,708332,0.3637,257597,28,0.5928,0.7465,300.82,0.0584,0.5552,0.3783,0.5687,moderate 8429,Botswana,2020,rural,Education,Junior,2.45,107333,0.1226,94175,0.4658,43868,65,0.8056,0.8709,350.75,0.066,0.9028,0.5416,0.7734,high 8430,Uganda,2024,rural,Health,Mid_Level,49.0,376190,0.2054,298932,0.2884,86203,17,0.6431,0.7769,264.37,0.0629,0.7102,0.3848,0.5393,moderate 8431,Senegal,2018,rural,Health,Junior,15.34,317772,0.1752,262097,0.2833,74258,25,0.6178,0.709,217.24,0.0624,0.5873,0.4301,0.5476,moderate 8432,Senegal,2022,urban,Finance,Senior,17.07,359732,0.1112,319714,0.4242,135608,29,0.6751,0.7748,474.27,0.0487,0.6986,0.467,0.6335,moderate 8433,Senegal,2022,urban,Security,Junior,17.07,329300,0.1348,284917,0.4976,141774,32,0.7036,0.7239,321.78,0.0497,0.6756,0.323,0.6291,moderate 8434,Tanzania,2023,rural,Administration,Senior,65.05,1294895,0.2065,1027552,0.2718,279302,29,0.6969,0.7287,295.29,0.0662,0.7468,0.3218,0.555,moderate 8435,Tanzania,2021,capital,Agriculture,Junior,61.31,1167943,0.1098,1039693,0.4738,492600,31,0.7073,0.7819,211.72,0.0559,0.7042,0.3985,0.6461,moderate 8436,Ethiopia,2024,remote,Security,Junior,126.0,1573124,0.3836,969740,0.1393,135107,14,0.5212,0.6818,89.35,0.0505,0.3975,0.2202,0.388,low 8437,Uganda,2023,rural,Education,Mid_Level,47.48,406497,0.2204,316921,0.2522,79920,23,0.6746,0.8129,179.32,0.0568,0.6739,0.4525,0.55,moderate 8438,Uganda,2025,capital,ICT,Mid_Level,50.57,372030,0.1883,301962,0.3405,102826,25,0.6872,0.8192,178.35,0.0587,0.6029,0.4513,0.5788,moderate 8439,Rwanda,2025,urban,Health,Senior,14.34,406611,0.0843,372349,0.5222,194441,67,0.8616,0.7889,932.39,0.0922,0.8317,0.6115,0.7896,high 8440,Tanzania,2019,remote,Administration,Junior,57.79,1141073,0.2608,843459,0.2079,175384,33,0.6428,0.741,200.49,0.0505,0.7472,0.3675,0.5419,moderate 8441,Botswana,2022,capital,Health,Junior,2.52,123174,0.0795,113386,0.8,90708,71,0.8576,0.8904,373.35,0.0771,0.9107,0.6819,0.9005,high 8442,Mozambique,2024,rural,Agriculture,Senior,33.0,290659,0.238,221473,0.1924,42607,17,0.6191,0.6446,232.96,0.0587,0.3427,0.1977,0.4318,low 8443,Uganda,2024,capital,Education,Junior,49.0,445173,0.1406,382579,0.3493,133639,22,0.658,0.7413,299.23,0.0541,0.5869,0.4574,0.5728,moderate 8444,Ethiopia,2021,remote,Social_Services,Junior,117.0,1201379,0.4111,707550,0.1491,105497,17,0.5746,0.6764,120.71,0.0581,0.3893,0.2199,0.3894,low 8445,Ghana,2020,remote,Education,Senior,31.29,715345,0.1727,591775,0.2362,139754,35,0.7346,0.8155,428.11,0.0489,0.7469,0.4155,0.5919,moderate 8446,Uganda,2021,rural,Education,Mid_Level,44.58,312391,0.2458,235597,0.2829,66656,18,0.528,0.7066,232.71,0.0654,0.6063,0.3907,0.51,moderate 8447,DRC,2021,rural,Finance,Junior,95.53,583158,0.3109,401852,0.1712,68796,8,0.513,0.6123,119.01,0.0546,0.3729,0.1664,0.3808,low 8448,Botswana,2019,capital,Security,Junior,2.41,108847,0.0641,101867,0.799,81387,71,0.8502,0.7673,554.35,0.0867,0.8743,0.7089,0.8846,high 8449,South Africa,2025,capital,Education,Junior,62.5,3593066,0.1159,3176678,0.6272,1992445,71,0.851,0.86,628.27,0.0778,0.8899,0.645,0.8378,high 8450,Ethiopia,2022,urban,Social_Services,Junior,119.93,1232395,0.2336,944501,0.32,302246,18,0.4995,0.6893,105.73,0.0521,0.4272,0.1698,0.4797,low 8451,South Africa,2021,capital,Agriculture,Junior,60.54,2766663,0.1184,2439124,0.7728,1884930,64,0.7295,0.9285,506.93,0.0768,0.95,0.6902,0.8769,high 8452,Mozambique,2025,remote,Justice,Mid_Level,33.89,375020,0.3815,231955,0.1391,32255,17,0.5957,0.6213,149.77,0.0634,0.3465,0.231,0.3828,low 8453,DRC,2020,remote,Education,Senior,92.57,481506,0.3729,301969,0.1117,33740,14,0.5892,0.6083,232.29,0.0546,0.4011,0.1646,0.3675,low 8454,Kenya,2024,rural,Infrastructure,Mid_Level,55.0,2103253,0.1083,1875509,0.4497,843428,64,0.7853,0.8087,435.34,0.0794,0.95,0.5664,0.7683,high 8455,Ethiopia,2018,remote,Finance,Mid_Level,108.65,1342823,0.4061,797547,0.1365,108892,17,0.6324,0.5932,119.07,0.0683,0.4031,0.1775,0.3721,low 8456,Tanzania,2019,urban,Agriculture,Mid_Level,57.79,1068586,0.1393,919767,0.3853,354362,20,0.6444,0.6998,255.71,0.0698,0.5733,0.3845,0.5623,moderate 8457,Uganda,2018,rural,Security,Junior,40.56,352581,0.2996,246964,0.2763,68236,28,0.6007,0.7267,204.83,0.0654,0.7396,0.3785,0.535,moderate 8458,Nigeria,2020,capital,Social_Services,Junior,208.37,3596637,0.136,3107333,0.4647,1444021,35,0.6829,0.8,285.31,0.0492,0.7078,0.4282,0.6533,high 8459,DRC,2022,rural,Infrastructure,Senior,98.59,553426,0.3092,382317,0.1344,51391,14,0.5141,0.7147,212.26,0.0677,0.347,0.2088,0.4041,low 8460,South Africa,2018,capital,ICT,Junior,59.11,3327659,0.1085,2966665,0.6685,1983210,73,0.8733,0.904,638.76,0.0773,0.8707,0.7337,0.8685,high 8461,Kenya,2021,remote,Health,Mid_Level,51.68,1583001,0.1857,1289066,0.3033,390958,64,0.7483,0.8986,442.68,0.0739,0.95,0.5297,0.7222,high 8462,Mozambique,2019,capital,Security,Junior,28.88,320634,0.1725,265323,0.3085,81842,15,0.5572,0.6474,135.51,0.0654,0.3729,0.213,0.4772,low 8463,South Africa,2021,rural,ICT,Junior,60.54,3292289,0.1853,2682279,0.4915,1318311,43,0.6534,0.8191,621.42,0.0814,0.8255,0.6479,0.7043,high 8464,Ghana,2023,urban,Health,Junior,33.3,736704,0.145,629878,0.5138,323637,27,0.6356,0.7414,210.32,0.0527,0.5527,0.3749,0.6137,moderate 8465,Mozambique,2025,urban,Security,Junior,33.89,344725,0.2213,268440,0.2853,76590,16,0.5196,0.6341,95.41,0.0608,0.3422,0.2029,0.4556,low 8466,Uganda,2021,remote,Justice,Junior,44.58,403583,0.3546,260488,0.2105,54836,19,0.602,0.759,182.8,0.0665,0.7449,0.3667,0.4865,low 8467,Senegal,2022,rural,Administration,Junior,17.07,387412,0.1628,324330,0.3403,110356,30,0.6244,0.7286,314.04,0.067,0.6706,0.3799,0.5837,moderate 8468,Uganda,2019,urban,Finance,Junior,41.86,312146,0.1718,258504,0.3623,93660,26,0.5646,0.8001,265.74,0.0583,0.6952,0.3544,0.5876,moderate 8469,South Africa,2022,rural,ICT,Mid_Level,61.02,3331904,0.1699,2765662,0.4143,1145745,75,0.848,0.8378,375.25,0.079,0.95,0.6063,0.7799,high 8470,Ethiopia,2022,urban,Health,Senior,119.93,1312782,0.2321,1008052,0.2987,301080,18,0.5515,0.6204,135.82,0.067,0.4392,0.1919,0.4678,low 8471,Uganda,2020,urban,Administration,Junior,43.2,369617,0.1981,296380,0.3563,105604,19,0.6154,0.7406,195.19,0.0587,0.7274,0.3986,0.5607,moderate 8472,Ethiopia,2024,urban,Health,Mid_Level,126.0,1297210,0.1953,1043841,0.2589,270281,12,0.5048,0.6969,111.32,0.067,0.3378,0.1681,0.451,low 8473,Senegal,2019,urban,Health,Junior,15.76,362632,0.1355,313484,0.4704,147454,34,0.5493,0.781,283.05,0.0579,0.705,0.4034,0.6467,moderate 8474,Ethiopia,2018,capital,Health,Junior,108.65,1416714,0.2307,1089907,0.2717,296103,16,0.5789,0.5979,112.06,0.0622,0.3427,0.1754,0.4417,low 8475,Uganda,2020,capital,Security,Junior,43.2,301159,0.1411,258663,0.3579,92570,20,0.6011,0.8069,316.84,0.0645,0.6694,0.3251,0.5747,moderate 8476,Tanzania,2018,capital,Health,Mid_Level,56.11,998427,0.1476,851049,0.4924,419047,21,0.6584,0.8013,283.49,0.0596,0.7348,0.3508,0.6174,moderate 8477,Ethiopia,2018,rural,Infrastructure,Mid_Level,108.65,1259263,0.3524,815531,0.2026,165191,12,0.5379,0.6623,87.25,0.057,0.3712,0.2063,0.3996,low 8478,Tanzania,2022,urban,Justice,Mid_Level,63.15,1288974,0.1498,1095901,0.4474,490302,24,0.6725,0.7848,222.67,0.0622,0.7347,0.4394,0.6195,moderate 8479,Nigeria,2023,rural,Education,Executive,224.39,3831472,0.2465,2886827,0.3119,900389,38,0.5786,0.8088,1082.69,0.0707,0.5545,0.4167,0.5798,moderate 8480,DRC,2023,rural,Administration,Junior,101.74,613341,0.3611,391865,0.1533,60086,10,0.5369,0.6616,143.47,0.0558,0.3844,0.176,0.3783,low 8481,DRC,2022,rural,Agriculture,Junior,98.59,601504,0.3721,377696,0.1425,53816,9,0.574,0.6969,140.68,0.0565,0.3818,0.2015,0.378,low 8482,Ghana,2021,capital,Education,Senior,31.94,739957,0.1248,647612,0.603,390512,41,0.6777,0.7597,345.32,0.0607,0.61,0.4282,0.6898,high 8483,Rwanda,2022,rural,Justice,Mid_Level,13.35,359256,0.1021,322589,0.466,150329,76,0.6849,0.8287,566.25,0.0672,0.933,0.5577,0.8044,high 8484,Rwanda,2023,urban,Administration,Junior,13.67,390325,0.072,362235,0.6154,222907,95,0.95,0.8997,419.11,0.0702,0.8848,0.599,0.9067,high 8485,DRC,2024,rural,Justice,Junior,105.0,704096,0.3374,466550,0.179,83508,11,0.5011,0.6065,129.62,0.0671,0.4391,0.1736,0.3901,low 8486,Uganda,2019,urban,Education,Senior,41.86,317446,0.1827,259446,0.3049,79104,16,0.5778,0.8037,363.37,0.0694,0.5611,0.4628,0.5435,moderate 8487,Ghana,2022,urban,Health,Junior,32.62,895556,0.1504,760851,0.4361,331829,29,0.5917,0.8217,194.74,0.0705,0.6115,0.395,0.6178,moderate 8488,Nigeria,2020,rural,Health,Senior,208.37,4160653,0.178,3419882,0.2898,991106,22,0.5996,0.8142,317.74,0.0703,0.6019,0.3459,0.5498,moderate 8489,Senegal,2024,urban,Education,Mid_Level,18.0,391047,0.0938,354365,0.4801,170132,36,0.6439,0.7588,178.55,0.0546,0.5904,0.4503,0.6545,high 8490,Nigeria,2019,rural,Agriculture,Junior,203.29,4363574,0.2058,3465682,0.3339,1157096,35,0.5969,0.7985,248.08,0.0653,0.7404,0.3518,0.5985,moderate 8491,Senegal,2023,remote,Health,Junior,17.53,352072,0.2032,280520,0.2148,60265,42,0.6066,0.7886,321.52,0.0576,0.6694,0.4569,0.5888,moderate 8492,Mozambique,2019,rural,Administration,Junior,28.88,296189,0.3125,203627,0.215,43787,18,0.5709,0.6141,111.55,0.0658,0.4001,0.2271,0.4255,low 8493,Nigeria,2021,rural,Education,Junior,213.58,3793247,0.2341,2905318,0.3576,1038991,38,0.7167,0.8101,276.91,0.0588,0.7196,0.3383,0.6032,moderate 8494,Botswana,2019,urban,Security,Mid_Level,2.41,111811,0.0908,101656,0.6722,68328,65,0.7069,0.89,366.7,0.0959,0.8638,0.6441,0.8421,high 8495,Ethiopia,2022,urban,Agriculture,Director,119.93,1320699,0.2642,971795,0.2852,277155,10,0.4929,0.6544,261.64,0.0632,0.4293,0.1752,0.4389,low 8496,Botswana,2025,capital,Administration,Mid_Level,2.64,108973,0.0698,101361,0.6624,67141,82,0.7748,0.8347,379.65,0.0688,0.8623,0.6847,0.883,high 8497,Rwanda,2023,capital,Administration,Junior,13.67,439780,0.057,414730,0.6628,274884,91,0.8689,0.8429,505.24,0.0742,0.8167,0.6742,0.9045,high 8498,Tanzania,2022,capital,Finance,Junior,63.15,1225659,0.1303,1065956,0.4871,519247,30,0.6504,0.769,251.25,0.0684,0.6381,0.4096,0.6343,moderate 8499,Ethiopia,2024,remote,Finance,Senior,126.0,1537901,0.3535,994185,0.1776,176605,16,0.5365,0.6295,226.13,0.056,0.3975,0.1819,0.3984,low 8500,Senegal,2023,urban,Finance,Senior,17.53,352121,0.1295,306531,0.3984,122114,25,0.6097,0.7461,361.66,0.0716,0.6043,0.4218,0.5942,moderate 8501,Tanzania,2022,capital,Agriculture,Executive,63.15,1024444,0.1074,914424,0.4077,372796,27,0.6029,0.7895,1251.54,0.0649,0.6614,0.3389,0.611,moderate 8502,South Africa,2019,rural,Agriculture,Junior,59.58,3278307,0.1551,2769989,0.5148,1425927,56,0.7249,0.8706,537.03,0.0944,0.9014,0.7343,0.7741,high 8503,Rwanda,2024,rural,Health,Mid_Level,14.0,450398,0.0987,405949,0.4451,180674,94,0.9186,0.9146,512.92,0.067,0.95,0.653,0.8691,high 8504,Rwanda,2023,rural,Security,Senior,13.67,460903,0.1079,411180,0.4349,178825,79,0.8496,0.8081,773.59,0.0907,0.8194,0.5591,0.7883,high 8505,Uganda,2024,remote,Agriculture,Junior,49.0,420297,0.356,270686,0.1734,46948,21,0.6312,0.7645,304.97,0.0532,0.7369,0.4138,0.4866,low 8506,Uganda,2020,rural,Justice,Junior,43.2,345547,0.263,254674,0.295,75138,23,0.5426,0.8237,305.82,0.0556,0.58,0.4553,0.5426,moderate 8507,Mozambique,2019,urban,ICT,Junior,28.88,301483,0.1901,244160,0.2691,65696,17,0.6383,0.6991,99.72,0.0717,0.4088,0.1958,0.4776,low 8508,Mozambique,2019,rural,Finance,Senior,28.88,297483,0.263,219258,0.2081,45624,13,0.5235,0.6447,165.65,0.0594,0.381,0.1933,0.4229,low 8509,Ethiopia,2023,rural,Education,Senior,122.93,1644487,0.2443,1242740,0.2387,296632,17,0.5579,0.6874,155.54,0.053,0.3399,0.2189,0.4501,low 8510,Nigeria,2023,capital,Education,Mid_Level,224.39,4160517,0.1394,3580461,0.4069,1456968,26,0.5496,0.8214,286.81,0.0617,0.5783,0.4106,0.604,moderate 8511,Mozambique,2023,capital,Security,Senior,32.13,324874,0.1792,266652,0.2659,70909,16,0.612,0.6205,210.75,0.0549,0.4243,0.2179,0.469,low 8512,Kenya,2025,urban,Health,Junior,56.15,1797284,0.0841,1646220,0.6069,999102,37,0.6294,0.7949,636.82,0.0644,0.95,0.694,0.7568,high 8513,Uganda,2023,capital,Security,Junior,47.48,392724,0.1502,333738,0.3613,120577,18,0.5792,0.717,197.66,0.0598,0.7347,0.4621,0.575,moderate 8514,Botswana,2025,urban,Finance,Mid_Level,2.64,118022,0.0969,106589,0.6586,70202,84,0.7152,0.8741,519.18,0.0957,0.8705,0.5415,0.8728,high 8515,Kenya,2018,rural,Health,Mid_Level,48.55,1753294,0.116,1549851,0.3774,584947,59,0.8401,0.921,595.87,0.0669,0.871,0.7619,0.7643,high 8516,Rwanda,2024,urban,Infrastructure,Junior,14.0,440783,0.0812,404975,0.682,276207,53,0.6609,0.8442,547.68,0.0898,0.7998,0.6561,0.8049,high 8517,Uganda,2024,capital,Finance,Junior,49.0,365169,0.1532,309238,0.3427,105979,17,0.6408,0.792,200.42,0.0609,0.7013,0.3689,0.5657,moderate 8518,Uganda,2018,urban,Administration,Junior,40.56,330716,0.1629,276856,0.3206,88754,25,0.5539,0.726,310.27,0.0635,0.6476,0.4021,0.5658,moderate 8519,South Africa,2019,urban,Security,Mid_Level,59.58,3358481,0.1313,2917678,0.6075,1772529,65,0.7714,0.8242,459.41,0.0953,0.95,0.6956,0.8198,high 8520,South Africa,2023,remote,Health,Junior,61.51,3577919,0.2233,2778966,0.3917,1088481,72,0.7048,0.7927,429.07,0.0743,0.8157,0.6216,0.7347,high 8521,Ghana,2023,rural,Social_Services,Junior,33.3,709751,0.196,570651,0.3469,197985,30,0.5659,0.7375,278.31,0.0577,0.6783,0.3283,0.574,moderate 8522,Ethiopia,2023,urban,Education,Mid_Level,122.93,1468856,0.2442,1110090,0.2832,314326,17,0.5464,0.7078,91.66,0.05,0.4421,0.2268,0.4753,low 8523,Mozambique,2024,rural,Education,Junior,33.0,348613,0.3214,236570,0.182,43058,21,0.6506,0.6399,115.62,0.0542,0.3361,0.2161,0.4188,low 8524,DRC,2025,capital,Education,Director,108.36,651746,0.1828,532628,0.2287,121831,13,0.526,0.6695,286.71,0.0513,0.381,0.1645,0.449,low 8525,Ethiopia,2018,rural,Social_Services,Junior,108.65,1268359,0.2779,915908,0.1965,180021,12,0.6128,0.6522,130.7,0.049,0.4137,0.1663,0.4155,low 8526,Ghana,2023,rural,Health,Junior,33.3,844687,0.175,696871,0.3358,234043,31,0.7154,0.7697,230.76,0.0498,0.6674,0.4243,0.5923,moderate 8527,Kenya,2023,capital,Education,Mid_Level,53.87,1723950,0.09,1568780,0.596,934921,46,0.6996,0.7962,576.28,0.0902,0.95,0.5816,0.7641,high 8528,Tanzania,2019,capital,Health,Mid_Level,57.79,1169836,0.1284,1019575,0.4583,467232,19,0.5473,0.7975,251.0,0.0578,0.6175,0.3334,0.5947,moderate 8529,Kenya,2018,urban,Education,Junior,48.55,1876643,0.1122,1666046,0.528,879737,48,0.638,0.8367,478.16,0.0947,0.8069,0.5887,0.739,high 8530,DRC,2019,remote,Justice,Mid_Level,89.7,464452,0.4904,236667,0.1203,28473,15,0.5922,0.7049,98.56,0.0707,0.3774,0.1768,0.3561,low 8531,Senegal,2021,rural,Infrastructure,Junior,16.62,326699,0.1571,275389,0.3258,89711,28,0.5274,0.6898,257.35,0.0604,0.6354,0.3695,0.5661,moderate 8532,Tanzania,2018,rural,Agriculture,Junior,56.11,1140849,0.1488,971140,0.3275,318022,31,0.6531,0.7796,261.08,0.0715,0.5756,0.4247,0.5892,moderate 8533,Uganda,2020,remote,Education,Junior,43.2,365589,0.3713,229846,0.1956,44948,17,0.5193,0.8223,251.45,0.0518,0.7467,0.3995,0.4865,low 8534,Botswana,2021,urban,Infrastructure,Director,2.49,124260,0.085,113697,0.6846,77833,63,0.759,0.8599,976.96,0.0958,0.95,0.6177,0.8431,high 8535,Tanzania,2020,capital,Education,Junior,59.53,1160860,0.1139,1028631,0.3848,395802,30,0.6874,0.7168,291.32,0.0558,0.6377,0.3827,0.6023,moderate 8536,South Africa,2020,capital,Justice,Senior,60.06,2919006,0.114,2586210,0.6285,1625404,42,0.6562,0.8745,652.6,0.0889,0.8873,0.7065,0.7742,high 8537,Uganda,2024,urban,Education,Mid_Level,49.0,380965,0.2112,300523,0.3465,104126,16,0.52,0.678,233.54,0.0703,0.6405,0.4052,0.5301,moderate 8538,Tanzania,2025,capital,Education,Junior,69.01,1095363,0.117,967231,0.4668,451526,20,0.4984,0.7609,256.3,0.0649,0.5586,0.4042,0.5979,moderate 8539,Senegal,2022,remote,Education,Mid_Level,17.07,386887,0.1564,326370,0.2749,89713,38,0.7118,0.6772,185.32,0.0487,0.6999,0.3924,0.5854,moderate 8540,Uganda,2020,rural,Health,Mid_Level,43.2,386177,0.2387,294014,0.2708,79613,17,0.5895,0.7601,280.11,0.0615,0.7033,0.3372,0.5186,moderate 8541,South Africa,2025,urban,Security,Junior,62.5,3401218,0.1252,2975416,0.6794,2021560,63,0.7498,0.8378,554.56,0.0852,0.8744,0.7057,0.8297,high 8542,Nigeria,2022,rural,Security,Mid_Level,218.92,4654391,0.2319,3574903,0.3575,1277902,31,0.6488,0.7064,259.72,0.0649,0.6373,0.4234,0.5709,moderate 8543,Rwanda,2019,urban,Security,Director,12.43,373937,0.0639,350025,0.5806,203217,97,0.8195,0.9013,1303.76,0.0937,0.922,0.7306,0.9221,high 8544,Ghana,2022,capital,Infrastructure,Mid_Level,32.62,900179,0.1318,781523,0.5808,453926,35,0.5914,0.7194,205.65,0.0517,0.5692,0.4129,0.6559,high 8545,Rwanda,2025,rural,Administration,Mid_Level,14.34,449671,0.0883,409971,0.3727,152814,56,0.6939,0.9308,469.61,0.0661,0.8277,0.6523,0.7487,high 8546,Tanzania,2022,remote,Social_Services,Junior,63.15,1204190,0.2246,933751,0.2245,209666,30,0.5506,0.7225,227.41,0.0558,0.7174,0.4772,0.5528,moderate 8547,Mozambique,2020,capital,Justice,Junior,29.66,297886,0.1758,245519,0.2486,61032,20,0.6494,0.6515,120.41,0.0526,0.4342,0.2156,0.4809,low 8548,Ethiopia,2023,urban,Administration,Senior,122.93,1348034,0.2367,1028958,0.2998,308493,17,0.5095,0.6547,178.38,0.0514,0.4221,0.1625,0.4649,low 8549,Senegal,2018,rural,Administration,Junior,15.34,341813,0.1579,287825,0.3273,94196,32,0.6191,0.8003,311.56,0.0498,0.5733,0.3937,0.5891,moderate 8550,Ghana,2023,rural,Social_Services,Director,33.3,826411,0.1899,669462,0.3619,242265,48,0.6713,0.7206,723.39,0.051,0.7235,0.4485,0.6383,moderate 8551,Senegal,2024,urban,Agriculture,Executive,18.0,352580,0.1045,315752,0.5093,160827,36,0.5696,0.766,855.11,0.0694,0.6879,0.4024,0.6652,high 8552,Tanzania,2021,rural,Administration,Junior,61.31,1092252,0.1804,895218,0.3323,297523,22,0.5502,0.8222,262.51,0.0685,0.7338,0.3405,0.5737,moderate 8553,South Africa,2025,rural,Health,Mid_Level,62.5,3363721,0.1421,2885609,0.4627,1335192,50,0.7726,0.7718,581.67,0.0714,0.95,0.7486,0.7408,high 8554,Senegal,2025,urban,Health,Senior,18.49,382616,0.132,332099,0.4153,137905,29,0.6318,0.7544,402.99,0.0653,0.6475,0.4677,0.618,moderate 8555,Ghana,2023,capital,Administration,Junior,33.3,942729,0.0915,856505,0.5387,461434,37,0.619,0.7087,227.32,0.057,0.598,0.3872,0.6591,high 8556,Mozambique,2023,urban,Administration,Senior,32.13,361923,0.1776,297630,0.2893,86113,16,0.538,0.6375,187.67,0.0498,0.4425,0.1656,0.4744,low 8557,Kenya,2018,urban,Education,Junior,48.55,1695509,0.0914,1540558,0.4892,753627,38,0.6351,0.8735,562.19,0.0796,0.8895,0.6518,0.7296,high 8558,Botswana,2025,urban,Social_Services,Director,2.64,111544,0.0832,102264,0.7361,75278,75,0.7354,0.8713,1238.97,0.0931,0.95,0.5578,0.8822,high 8559,Senegal,2019,urban,Social_Services,Executive,15.76,363015,0.1302,315741,0.4428,139819,28,0.5457,0.6974,936.87,0.0506,0.5897,0.4658,0.6083,moderate 8560,Tanzania,2023,capital,Health,Junior,65.05,1037023,0.0998,933534,0.4781,446334,34,0.6369,0.803,237.38,0.071,0.7057,0.454,0.666,high 8561,Ghana,2019,rural,ICT,Director,30.64,869523,0.2004,695261,0.3536,245822,30,0.5738,0.7566,722.5,0.0568,0.5939,0.3223,0.5684,moderate 8562,Kenya,2020,capital,Administration,Director,50.61,1658243,0.0792,1526961,0.5811,887249,47,0.6661,0.8032,912.47,0.0889,0.8292,0.7414,0.7705,high 8563,DRC,2025,rural,Infrastructure,Junior,108.36,637454,0.3297,427316,0.1704,72825,10,0.5119,0.7132,123.3,0.0656,0.4067,0.2098,0.4038,low 8564,Tanzania,2022,capital,Education,Senior,63.15,1180137,0.135,1020765,0.4949,505206,22,0.6749,0.7186,315.29,0.0518,0.6931,0.4128,0.6134,moderate 8565,Nigeria,2025,capital,Education,Junior,235.75,4502040,0.1336,3900504,0.4012,1564886,26,0.6675,0.6924,287.48,0.0514,0.6865,0.3469,0.5891,moderate 8566,Uganda,2023,capital,Health,Junior,47.48,337413,0.1396,290322,0.4092,118789,23,0.6344,0.6874,211.79,0.0625,0.7137,0.3842,0.5878,moderate 8567,Mozambique,2021,urban,Security,Junior,30.47,339461,0.2355,259530,0.2414,62646,20,0.5758,0.6362,96.63,0.0716,0.4189,0.2275,0.4615,low 8568,Senegal,2022,urban,Social_Services,Junior,17.07,429663,0.1219,377291,0.4638,174983,40,0.6045,0.6816,235.14,0.0519,0.5773,0.3268,0.6281,moderate 8569,Ghana,2024,urban,Education,Director,34.0,793713,0.102,712746,0.5304,378015,30,0.6912,0.791,473.71,0.0692,0.5968,0.322,0.6426,moderate 8570,Uganda,2019,capital,Education,Junior,41.86,348550,0.1604,292644,0.3842,112424,24,0.6054,0.7099,306.79,0.0493,0.6613,0.3836,0.5769,moderate 8571,Tanzania,2024,remote,Agriculture,Junior,67.0,1207176,0.2297,929849,0.2337,217315,18,0.6279,0.7481,251.75,0.068,0.5583,0.4677,0.5108,moderate 8572,DRC,2018,urban,Administration,Director,86.92,492754,0.2083,390097,0.2213,86322,13,0.6191,0.5895,262.98,0.0672,0.4251,0.2062,0.4373,low 8573,Nigeria,2018,rural,Social_Services,Junior,198.33,3623859,0.2393,2756653,0.2871,791528,22,0.6267,0.7912,234.93,0.0653,0.6639,0.3594,0.538,moderate 8574,Nigeria,2021,rural,Social_Services,Junior,213.58,3797606,0.2409,2882583,0.3543,1021410,21,0.665,0.7863,313.45,0.0486,0.7362,0.349,0.5573,moderate 8575,Senegal,2018,remote,Social_Services,Junior,15.34,372716,0.218,291462,0.2128,62037,24,0.6113,0.6813,270.93,0.0563,0.6506,0.4667,0.5226,moderate 8576,Kenya,2023,urban,Administration,Mid_Level,53.87,1817934,0.1111,1615893,0.4898,791414,54,0.8097,0.9239,396.78,0.0902,0.8755,0.7203,0.7778,high 8577,Ethiopia,2018,capital,Education,Mid_Level,108.65,1476169,0.2206,1150543,0.2818,324188,12,0.6117,0.6814,125.64,0.0492,0.3487,0.2056,0.4529,low 8578,Senegal,2024,rural,Infrastructure,Director,18.0,342549,0.1296,298168,0.3061,91271,23,0.5822,0.7336,489.54,0.0494,0.5683,0.3926,0.5578,moderate 8579,Rwanda,2023,capital,Justice,Junior,13.67,419475,0.0624,393320,0.5795,227942,86,0.843,0.8469,491.22,0.0717,0.876,0.6731,0.8763,high 8580,Senegal,2018,remote,Health,Director,15.34,386123,0.2247,299369,0.2802,83871,35,0.5988,0.7304,756.26,0.0529,0.5728,0.3417,0.5524,moderate 8581,Uganda,2025,urban,Administration,Mid_Level,50.57,395948,0.1715,328034,0.3403,111618,20,0.5418,0.698,199.31,0.061,0.6886,0.3234,0.5481,moderate 8582,Nigeria,2020,urban,Agriculture,Mid_Level,208.37,4448929,0.161,3732869,0.4053,1512998,37,0.608,0.7403,273.16,0.0633,0.655,0.3594,0.6161,moderate 8583,Nigeria,2025,urban,Security,Junior,235.75,4263986,0.1387,3672693,0.4004,1470543,23,0.6176,0.8088,268.28,0.0666,0.6355,0.3653,0.5943,moderate 8584,Senegal,2019,rural,Health,Junior,15.76,376076,0.1693,312394,0.3521,109982,28,0.6017,0.6957,266.42,0.0609,0.7222,0.4425,0.5865,moderate 8585,Uganda,2020,capital,Finance,Mid_Level,43.2,333260,0.2012,266194,0.401,106733,28,0.6843,0.7539,310.62,0.0598,0.7082,0.4051,0.5943,moderate 8586,Tanzania,2024,rural,Education,Junior,67.0,1304922,0.219,1019091,0.2816,286947,32,0.6424,0.8096,316.25,0.0674,0.5767,0.4012,0.5649,moderate 8587,Kenya,2025,urban,Health,Mid_Level,56.15,2218809,0.0935,2011423,0.6331,1273439,37,0.6729,0.9317,390.21,0.0808,0.8009,0.6282,0.7601,high 8588,Botswana,2023,rural,Administration,Senior,2.56,127636,0.116,112829,0.5434,61310,79,0.8362,0.7694,648.3,0.0798,0.95,0.5413,0.8189,high 8589,Nigeria,2020,urban,Health,Junior,208.37,4476510,0.1887,3631667,0.4701,1707311,36,0.6191,0.7959,275.58,0.0559,0.6298,0.447,0.6374,moderate 8590,Botswana,2019,rural,Infrastructure,Junior,2.41,105965,0.1239,92832,0.5047,46850,47,0.7541,0.8885,439.54,0.0829,0.95,0.5759,0.7486,high 8591,Uganda,2022,capital,Security,Senior,46.01,322577,0.1974,258908,0.3505,90734,22,0.556,0.6968,347.24,0.0571,0.742,0.4117,0.5632,moderate 8592,Mozambique,2020,capital,Security,Director,29.66,255770,0.2135,201169,0.2434,48957,17,0.6129,0.7125,225.07,0.0686,0.3737,0.2308,0.4673,low 8593,Mozambique,2025,rural,Administration,Mid_Level,33.89,324942,0.2564,241642,0.1682,40635,19,0.5619,0.6525,154.61,0.0619,0.3754,0.2037,0.4312,low 8594,Uganda,2023,rural,Education,Junior,47.48,391763,0.287,279313,0.228,63691,20,0.5413,0.7662,292.97,0.0638,0.5944,0.421,0.5017,moderate 8595,Ethiopia,2024,urban,Infrastructure,Junior,126.0,1429225,0.2342,1094559,0.2911,318624,19,0.5602,0.6889,155.61,0.058,0.3456,0.2379,0.4734,low 8596,Tanzania,2019,urban,Health,Executive,57.79,893921,0.1128,793130,0.3806,301859,32,0.542,0.6763,736.24,0.0608,0.6695,0.3854,0.6039,moderate 8597,Rwanda,2022,capital,Health,Mid_Level,13.35,400209,0.0781,368946,0.6732,248359,79,0.752,0.9133,610.2,0.0644,0.9359,0.7465,0.9015,high 8598,South Africa,2024,urban,Education,Junior,62.0,3610148,0.1102,3212281,0.6965,2237227,74,0.8413,0.8141,461.95,0.0922,0.95,0.6667,0.8653,high 8599,DRC,2021,rural,Agriculture,Mid_Level,95.53,527397,0.3658,334481,0.1654,55324,8,0.463,0.651,127.6,0.0693,0.3579,0.1946,0.3728,low 8600,Ethiopia,2020,remote,Security,Mid_Level,114.15,1191618,0.396,719705,0.1501,108019,16,0.4924,0.6588,98.0,0.0707,0.3474,0.1802,0.3801,low 8601,Botswana,2021,urban,Administration,Senior,2.49,101926,0.0891,92845,0.7609,70650,68,0.7256,0.8445,589.37,0.0793,0.9182,0.5742,0.8639,high 8602,Kenya,2020,capital,ICT,Junior,50.61,1909195,0.0743,1767337,0.5995,1059590,58,0.8115,0.7691,384.94,0.0758,0.91,0.7723,0.8099,high 8603,Nigeria,2022,rural,Social_Services,Mid_Level,218.92,4057333,0.1851,3306180,0.3108,1027650,26,0.5588,0.738,219.74,0.0602,0.7318,0.3927,0.5696,moderate 8604,Uganda,2019,urban,Security,Senior,41.86,348986,0.195,280937,0.3534,99283,23,0.6489,0.7209,427.79,0.0654,0.6928,0.4142,0.5659,moderate 8605,Ethiopia,2018,remote,ICT,Senior,108.65,1466711,0.4213,848820,0.1434,121718,11,0.4786,0.5969,206.9,0.0553,0.37,0.2204,0.3566,low 8606,South Africa,2019,urban,Security,Junior,59.58,3139878,0.1188,2766864,0.6666,1844388,61,0.7143,0.9162,588.22,0.0837,0.9034,0.6433,0.8315,high 8607,Ethiopia,2021,rural,Justice,Junior,117.0,1479343,0.31,1020709,0.2039,208116,11,0.5591,0.5901,153.35,0.0628,0.3574,0.2175,0.397,low 8608,DRC,2022,rural,Infrastructure,Senior,98.59,633150,0.3239,428073,0.1662,71138,10,0.5405,0.6121,145.77,0.05,0.4061,0.2279,0.3908,low 8609,Tanzania,2022,urban,Agriculture,Senior,63.15,1179690,0.1596,991407,0.3543,351240,20,0.5115,0.7727,343.32,0.0496,0.7082,0.4543,0.5808,moderate 8610,Ghana,2020,rural,Administration,Senior,31.29,844569,0.1469,720541,0.3497,251955,27,0.5948,0.7604,444.72,0.0508,0.5757,0.3754,0.5774,moderate 8611,Ethiopia,2020,remote,Justice,Junior,114.15,1181223,0.3375,782548,0.1779,139235,14,0.4738,0.6284,117.07,0.0714,0.402,0.2338,0.4029,low 8612,South Africa,2018,urban,ICT,Mid_Level,59.11,2814340,0.1189,2479750,0.5846,1449564,60,0.7249,0.916,512.78,0.0801,0.8581,0.6021,0.7998,high 8613,Kenya,2025,urban,Administration,Junior,56.15,2084545,0.1103,1854517,0.6372,1181780,56,0.737,0.7672,612.45,0.0685,0.8681,0.7097,0.7946,high 8614,DRC,2022,capital,Health,Mid_Level,98.59,594903,0.2321,456836,0.2056,93906,9,0.509,0.5931,128.16,0.0484,0.4106,0.1773,0.4136,low 8615,South Africa,2022,capital,Health,Senior,61.02,3164556,0.1142,2803272,0.6779,1900223,43,0.7588,0.8607,556.41,0.0935,0.95,0.7016,0.7927,high 8616,Uganda,2023,urban,Administration,Junior,47.48,406807,0.2165,318749,0.368,117303,22,0.5243,0.7759,226.1,0.0717,0.7355,0.3633,0.5692,moderate 8617,Tanzania,2022,capital,Security,Director,63.15,990614,0.1127,878996,0.4513,396679,20,0.6007,0.7968,617.15,0.0515,0.6214,0.3461,0.6009,moderate 8618,DRC,2025,rural,Security,Mid_Level,108.36,742165,0.3985,446391,0.1551,69226,9,0.5737,0.6736,120.12,0.052,0.4285,0.1683,0.3724,low 8619,Rwanda,2019,urban,Finance,Senior,12.43,411059,0.0646,384489,0.612,235310,55,0.7785,0.8179,883.33,0.0827,0.9438,0.7467,0.8161,high 8620,Uganda,2019,urban,Health,Senior,41.86,322533,0.1616,270425,0.3365,90987,27,0.5416,0.677,408.29,0.0605,0.6533,0.3206,0.5602,moderate 8621,Kenya,2022,urban,Education,Senior,52.76,1573535,0.1132,1395395,0.5557,775402,40,0.6457,0.8381,626.65,0.0859,0.95,0.7537,0.7567,high 8622,Uganda,2024,remote,Infrastructure,Junior,49.0,390997,0.258,290131,0.2203,63926,23,0.6604,0.7006,197.47,0.0483,0.6528,0.4402,0.5125,moderate 8623,Rwanda,2025,urban,Agriculture,Junior,14.34,399164,0.0754,369066,0.68,250946,65,0.6481,0.8507,508.03,0.0673,0.8735,0.5752,0.8361,high 8624,Ghana,2022,remote,Security,Senior,32.62,882554,0.1684,733908,0.2731,200456,32,0.667,0.7971,309.57,0.0702,0.7273,0.4475,0.5932,moderate 8625,Senegal,2025,capital,Education,Junior,18.49,467295,0.0967,422090,0.5629,237590,34,0.7049,0.7116,191.74,0.051,0.6986,0.3887,0.667,high 8626,Tanzania,2020,rural,Education,Senior,59.53,936899,0.1716,776138,0.2727,211639,33,0.6251,0.7673,457.93,0.0655,0.6317,0.3888,0.5749,moderate 8627,DRC,2025,rural,Health,Mid_Level,108.36,588596,0.3772,366594,0.1591,58310,13,0.5715,0.6275,148.59,0.0713,0.4094,0.1776,0.3808,low 8628,Ethiopia,2020,capital,Finance,Senior,114.15,1432544,0.1789,1176270,0.2664,313310,13,0.4805,0.6818,226.8,0.0535,0.3694,0.2103,0.4646,low 8629,Senegal,2018,rural,Infrastructure,Executive,15.34,297144,0.1256,259832,0.2962,76968,33,0.648,0.7397,1060.23,0.0677,0.7229,0.3453,0.5929,moderate 8630,Tanzania,2021,capital,Education,Mid_Level,61.31,1101256,0.1025,988387,0.3947,390136,28,0.5527,0.7854,297.54,0.0555,0.717,0.3582,0.6184,moderate 8631,Uganda,2024,rural,Health,Senior,49.0,380262,0.2018,303527,0.2506,76070,21,0.6155,0.7252,436.44,0.0718,0.6032,0.3223,0.516,moderate 8632,Mozambique,2024,urban,Infrastructure,Mid_Level,33.0,317581,0.232,243909,0.2825,68904,21,0.563,0.6879,131.67,0.051,0.3704,0.1925,0.4746,low 8633,Rwanda,2024,urban,Infrastructure,Senior,14.0,458482,0.07,426371,0.5456,232644,88,0.8094,0.861,614.08,0.0779,0.865,0.5667,0.8612,high 8634,Kenya,2023,rural,Health,Mid_Level,53.87,2010165,0.1389,1730890,0.3764,651513,49,0.6909,0.7664,521.71,0.0659,0.937,0.7779,0.7183,high 8635,Mozambique,2019,urban,ICT,Junior,28.88,278424,0.2001,222719,0.2586,57605,21,0.5491,0.6079,109.92,0.0528,0.4002,0.2177,0.4701,low 8636,South Africa,2021,remote,Education,Mid_Level,60.54,2872278,0.1697,2384909,0.3004,716459,70,0.8041,0.9174,393.9,0.0864,0.8898,0.7549,0.7598,high 8637,Ethiopia,2019,rural,Social_Services,Junior,111.37,1246389,0.3499,810331,0.2182,176813,16,0.5729,0.5948,145.24,0.0538,0.4405,0.2003,0.4104,low 8638,Uganda,2021,remote,Social_Services,Junior,44.58,408117,0.2594,302268,0.1812,54762,22,0.5157,0.7576,258.59,0.0496,0.5684,0.4516,0.5011,moderate 8639,Senegal,2022,rural,ICT,Junior,17.07,341833,0.1273,298327,0.3265,97411,26,0.5258,0.6886,184.8,0.0674,0.7222,0.4182,0.5821,moderate 8640,Ghana,2021,urban,Finance,Junior,31.94,695266,0.1236,609332,0.4538,276535,35,0.7257,0.7757,217.31,0.0654,0.6968,0.4638,0.6525,high 8641,Tanzania,2020,capital,Agriculture,Mid_Level,59.53,1104765,0.1064,987235,0.3832,378265,28,0.6273,0.7549,231.37,0.0712,0.592,0.34,0.5956,moderate 8642,Ghana,2019,rural,Social_Services,Junior,30.64,852495,0.1879,692322,0.3199,221452,35,0.6583,0.8114,240.21,0.0669,0.7321,0.4337,0.6088,moderate 8643,Botswana,2022,capital,Infrastructure,Junior,2.52,99860,0.0701,92860,0.7821,72622,48,0.6265,0.8739,483.61,0.0794,0.8243,0.5252,0.814,high 8644,Rwanda,2021,urban,Administration,Junior,13.04,354504,0.0671,330717,0.5333,176374,84,0.7884,0.9071,455.81,0.0797,0.95,0.7519,0.8828,high 8645,Rwanda,2018,rural,Health,Mid_Level,12.14,368932,0.1055,329991,0.4458,147116,63,0.8278,0.8367,536.04,0.0797,0.9138,0.635,0.7729,high 8646,Mozambique,2018,urban,ICT,Senior,28.12,297706,0.1709,246832,0.2513,62023,20,0.5016,0.6006,167.04,0.0657,0.3562,0.1894,0.4647,low 8647,Nigeria,2020,urban,Infrastructure,Mid_Level,208.37,3819527,0.1734,3157381,0.4772,1506715,21,0.565,0.7024,246.08,0.0666,0.6501,0.3466,0.5835,moderate 8648,Ethiopia,2018,rural,Health,Executive,108.65,1126053,0.2621,830912,0.2009,166926,17,0.6259,0.6039,520.76,0.0551,0.4378,0.2071,0.4323,low 8649,Mozambique,2019,capital,ICT,Senior,28.88,280608,0.1562,236780,0.3039,71956,15,0.6206,0.7097,183.96,0.0626,0.3417,0.2054,0.4856,low 8650,DRC,2022,rural,Security,Junior,98.59,564797,0.2969,397114,0.1412,56080,14,0.4952,0.5972,135.31,0.0642,0.4276,0.1647,0.3949,low 8651,Botswana,2020,urban,Health,Junior,2.45,124363,0.0751,115022,0.6972,80192,48,0.7834,0.7763,376.09,0.0668,0.95,0.6886,0.8058,high 8652,Rwanda,2025,capital,Education,Junior,14.34,463086,0.0711,430156,0.596,256377,88,0.9446,0.9327,431.5,0.0803,0.841,0.5795,0.8832,high 8653,Mozambique,2022,capital,Health,Mid_Level,31.29,309512,0.1917,250186,0.2526,63206,21,0.6225,0.6082,110.21,0.0714,0.4359,0.1714,0.4697,low 8654,Uganda,2024,capital,Infrastructure,Senior,49.0,433995,0.147,370208,0.3528,130612,25,0.6606,0.7902,482.28,0.0488,0.5629,0.4792,0.5867,moderate 8655,Botswana,2021,rural,Health,Junior,2.49,128526,0.1305,111751,0.5478,61216,66,0.6857,0.9274,350.16,0.0927,0.8327,0.777,0.8194,high 8656,Tanzania,2018,capital,Health,Junior,56.11,1113120,0.1245,974542,0.4091,398706,22,0.5099,0.8132,254.26,0.0673,0.5874,0.4693,0.6038,moderate 8657,Senegal,2019,capital,Agriculture,Junior,15.76,369772,0.1183,326037,0.5127,167167,37,0.63,0.7489,202.39,0.0575,0.6633,0.374,0.6572,high 8658,Uganda,2023,urban,Infrastructure,Junior,47.48,422619,0.1625,353947,0.3883,137425,25,0.5947,0.6848,259.41,0.052,0.7147,0.4062,0.5838,moderate 8659,Botswana,2021,rural,ICT,Mid_Level,2.49,125325,0.0953,113376,0.5022,56939,54,0.79,0.8261,500.02,0.0909,0.95,0.5612,0.7618,high 8660,Ethiopia,2019,rural,Administration,Junior,111.37,1300210,0.2557,967714,0.2334,225842,18,0.5871,0.6029,127.84,0.0616,0.3776,0.1744,0.435,low 8661,Kenya,2025,urban,Infrastructure,Junior,56.15,2129957,0.1119,1891526,0.6376,1206075,64,0.71,0.8004,602.89,0.0699,0.8111,0.6271,0.8053,high 8662,Senegal,2025,remote,Education,Mid_Level,18.49,381818,0.1984,306069,0.239,73155,32,0.7056,0.8076,236.3,0.0583,0.6161,0.4174,0.5646,moderate 8663,Kenya,2025,capital,Education,Executive,56.15,1780941,0.0895,1621509,0.5541,898463,43,0.7504,0.893,2571.99,0.0717,0.8832,0.6091,0.7568,high 8664,South Africa,2020,remote,Health,Executive,60.06,2791397,0.2219,2172025,0.3027,657513,53,0.7044,0.7785,1548.23,0.0843,0.8039,0.7619,0.6761,high 8665,Senegal,2019,rural,Social_Services,Junior,15.76,391787,0.1463,334462,0.3137,104918,37,0.6179,0.7854,210.38,0.0537,0.6225,0.4275,0.6072,moderate 8666,Kenya,2025,rural,Education,Junior,56.15,1972825,0.1045,1766754,0.4156,734249,51,0.725,0.9067,628.24,0.0924,0.9223,0.7651,0.76,high 8667,Kenya,2025,capital,Health,Mid_Level,56.15,2141312,0.0878,1953304,0.6218,1214555,56,0.681,0.8841,628.54,0.0937,0.95,0.6754,0.8187,high 8668,Mozambique,2021,rural,Education,Mid_Level,30.47,343454,0.2784,247835,0.1875,46458,18,0.4939,0.6657,120.95,0.0654,0.3606,0.1938,0.4276,low 8669,Ethiopia,2024,urban,Administration,Mid_Level,126.0,1583185,0.1857,1289214,0.2795,360359,13,0.4874,0.688,145.91,0.0681,0.3686,0.1662,0.4626,low 8670,DRC,2022,remote,Infrastructure,Mid_Level,98.59,633310,0.4175,368930,0.1228,45310,14,0.494,0.6223,126.71,0.061,0.382,0.1894,0.3618,low 8671,Mozambique,2024,rural,Education,Senior,33.0,376619,0.269,275303,0.2012,55387,20,0.5089,0.6886,151.4,0.0524,0.3333,0.182,0.4379,low 8672,DRC,2020,urban,Infrastructure,Mid_Level,92.57,536256,0.2635,394934,0.2367,93479,8,0.5298,0.5876,119.3,0.0492,0.3618,0.1842,0.406,low 8673,Ethiopia,2021,remote,Justice,Senior,117.0,1577877,0.3368,1046498,0.1359,142253,12,0.6213,0.6801,191.05,0.0714,0.3821,0.2244,0.3925,low 8674,Kenya,2022,rural,Social_Services,Junior,52.76,1805167,0.1188,1590781,0.4349,691797,49,0.7509,0.8302,459.21,0.0724,0.9043,0.6828,0.7348,high 8675,Senegal,2023,urban,Administration,Junior,17.53,364267,0.1126,323256,0.4507,145700,35,0.5844,0.7111,272.4,0.0708,0.6963,0.4332,0.6417,moderate 8676,Senegal,2021,capital,Security,Senior,16.62,341940,0.0839,313246,0.5683,178009,41,0.7424,0.7299,367.54,0.0537,0.688,0.4742,0.6993,high 8677,Botswana,2019,urban,Infrastructure,Junior,2.41,103752,0.1005,93323,0.6384,59576,87,0.9227,0.8095,392.58,0.0711,0.95,0.5837,0.8768,high 8678,Kenya,2020,capital,Security,Mid_Level,50.61,1898732,0.0788,1749203,0.6953,1216267,50,0.7183,0.8463,362.04,0.0679,0.8822,0.5246,0.7968,high 8679,Senegal,2025,rural,Security,Junior,18.49,436216,0.1423,374136,0.3478,130122,33,0.6119,0.8222,295.65,0.0581,0.7257,0.3802,0.6178,moderate 8680,Ghana,2019,capital,Infrastructure,Junior,30.64,719119,0.1106,639554,0.4754,304043,38,0.6319,0.7278,201.01,0.0706,0.5651,0.4444,0.6463,moderate 8681,Uganda,2024,rural,Education,Senior,49.0,402471,0.2203,313803,0.2657,83383,21,0.6076,0.773,396.09,0.064,0.5919,0.4221,0.5312,moderate 8682,DRC,2023,remote,Administration,Executive,101.74,613927,0.4612,330798,0.1313,43446,15,0.5662,0.638,413.44,0.0642,0.3691,0.2146,0.3591,low 8683,Ghana,2024,rural,Security,Junior,34.0,727532,0.1369,627903,0.3407,213923,28,0.5582,0.6942,182.64,0.0713,0.6159,0.4001,0.5767,moderate 8684,Botswana,2020,urban,Health,Senior,2.45,105894,0.0945,95887,0.6705,64296,65,0.7524,0.7836,810.3,0.0794,0.8782,0.7301,0.8349,high 8685,Uganda,2019,capital,Administration,Junior,41.86,380364,0.1807,311622,0.4183,130339,16,0.6459,0.7422,184.51,0.0618,0.6252,0.4306,0.5663,moderate 8686,Tanzania,2019,capital,Health,Junior,57.79,947023,0.1394,814989,0.3952,322071,21,0.5422,0.8084,278.27,0.0536,0.6346,0.3486,0.586,moderate 8687,Kenya,2018,capital,Finance,Junior,48.55,1601977,0.0878,1461364,0.649,948423,42,0.7421,0.7877,578.5,0.0897,0.8188,0.6817,0.7635,high 8688,Tanzania,2024,capital,Health,Junior,67.0,1318618,0.1134,1169063,0.4726,552478,24,0.6591,0.7339,281.48,0.0647,0.558,0.353,0.601,moderate 8689,Tanzania,2018,remote,Administration,Junior,56.11,940611,0.2134,739887,0.187,138333,24,0.5863,0.6877,192.26,0.0559,0.6303,0.452,0.5148,moderate 8690,Nigeria,2024,rural,Security,Director,230.0,4501073,0.2278,3475952,0.3303,1147934,22,0.6354,0.7525,713.65,0.0629,0.6735,0.4675,0.5576,moderate 8691,Botswana,2022,capital,Health,Junior,2.52,107878,0.0903,98135,0.663,65068,50,0.6286,0.8356,462.53,0.0889,0.95,0.5384,0.7924,high 8692,Kenya,2019,urban,Security,Junior,49.57,1963067,0.0837,1798778,0.6122,1101203,40,0.7216,0.8402,595.98,0.0679,0.95,0.7268,0.7758,high 8693,Kenya,2025,capital,Health,Junior,56.15,1812513,0.0728,1680610,0.7101,1193430,56,0.7124,0.9264,487.68,0.0886,0.9283,0.5432,0.8354,high 8694,Ethiopia,2025,capital,Education,Junior,129.15,1545088,0.1863,1257289,0.2919,366953,16,0.5453,0.5937,136.83,0.0696,0.3617,0.1824,0.4599,low 8695,Rwanda,2019,rural,Health,Junior,12.43,383361,0.1002,344930,0.4648,160331,56,0.67,0.7891,389.26,0.0884,0.95,0.5261,0.7471,high 8696,South Africa,2020,rural,Finance,Junior,60.06,2727676,0.1409,2343259,0.4473,1048172,42,0.6607,0.915,385.21,0.0694,0.8136,0.7727,0.7275,high 8697,Tanzania,2025,capital,Finance,Mid_Level,69.01,1419066,0.1057,1269121,0.476,604089,31,0.6595,0.7378,324.12,0.0697,0.627,0.405,0.6339,moderate 8698,Ghana,2018,capital,Justice,Junior,30.01,787444,0.1153,696671,0.6068,422711,39,0.6542,0.7717,189.14,0.0517,0.6864,0.4119,0.696,high 8699,Mozambique,2021,capital,Health,Junior,30.47,267895,0.2026,213631,0.3101,66240,15,0.5027,0.6408,155.92,0.0495,0.438,0.1989,0.4742,low 8700,DRC,2021,capital,Education,Junior,95.53,633814,0.2347,485074,0.2545,123453,14,0.5757,0.673,137.25,0.0646,0.3851,0.2014,0.4496,low 8701,Ethiopia,2025,remote,Agriculture,Junior,129.15,1369268,0.3457,895889,0.1696,151952,13,0.5132,0.6711,112.64,0.0613,0.4213,0.2225,0.4035,low 8702,Nigeria,2022,remote,Social_Services,Junior,218.92,4610399,0.2813,3313686,0.2161,716236,26,0.6182,0.8179,206.66,0.0688,0.6062,0.4222,0.5243,moderate 8703,Mozambique,2020,rural,Justice,Senior,29.66,334984,0.2274,258816,0.1757,45466,13,0.6006,0.6267,209.17,0.0709,0.4015,0.1973,0.4234,low 8704,Nigeria,2019,urban,Education,Director,203.29,4410474,0.1852,3593547,0.4877,1752395,34,0.5994,0.7195,518.14,0.0696,0.6728,0.3864,0.6244,moderate 8705,Mozambique,2020,rural,Justice,Mid_Level,29.66,264755,0.2388,201527,0.2139,43112,21,0.549,0.6137,151.19,0.0562,0.3906,0.2321,0.4506,low 8706,Botswana,2023,rural,Education,Senior,2.56,123702,0.1148,109503,0.4877,53403,69,0.872,0.8383,935.66,0.086,0.8227,0.6575,0.7895,high 8707,Senegal,2018,rural,Health,Junior,15.34,343608,0.1705,285039,0.3342,95272,40,0.7483,0.8215,252.14,0.0627,0.6706,0.4557,0.6268,moderate 8708,DRC,2021,rural,Security,Junior,95.53,647387,0.325,437000,0.16,69919,12,0.5672,0.6467,87.18,0.0498,0.4169,0.1672,0.3942,low 8709,Senegal,2019,urban,Education,Junior,15.76,337827,0.0968,305114,0.4004,122164,37,0.5826,0.8073,196.24,0.061,0.7279,0.375,0.6498,moderate 8710,Kenya,2024,capital,Finance,Junior,55.0,2130472,0.0826,1954470,0.6532,1276740,57,0.7358,0.9011,447.09,0.0832,0.95,0.7186,0.8372,high 8711,Mozambique,2023,capital,Health,Junior,32.13,297373,0.1836,242765,0.2894,70258,19,0.6083,0.5961,116.02,0.0707,0.3941,0.2114,0.4739,low 8712,South Africa,2023,rural,Administration,Senior,61.51,2966637,0.13,2580980,0.5119,1321147,58,0.7575,0.8561,965.43,0.0917,0.9441,0.5739,0.7707,high 8713,Tanzania,2022,remote,Health,Mid_Level,63.15,1279129,0.1891,1037182,0.2115,219365,24,0.5637,0.6849,283.64,0.0562,0.5802,0.4788,0.5242,moderate 8714,Rwanda,2024,urban,Health,Director,14.0,458239,0.0726,424992,0.6618,281249,85,0.7197,0.8746,1477.34,0.085,0.9371,0.6635,0.9011,high 8715,Botswana,2019,urban,Education,Junior,2.41,99881,0.0871,91181,0.6784,61858,75,0.7762,0.8489,426.75,0.0885,0.7876,0.5519,0.8466,high 8716,Nigeria,2021,urban,Infrastructure,Junior,213.58,4136337,0.1755,3410383,0.4315,1471674,22,0.5594,0.7586,230.7,0.0536,0.6052,0.3438,0.5777,moderate 8717,Ethiopia,2021,capital,Social_Services,Junior,117.0,1587540,0.162,1330407,0.3475,462287,11,0.5865,0.6645,131.72,0.0565,0.3349,0.2034,0.4774,low 8718,Botswana,2021,urban,Education,Senior,2.49,100457,0.1002,90388,0.5967,53934,77,0.7761,0.7915,641.29,0.0829,0.95,0.6988,0.8502,high 8719,Kenya,2021,rural,Education,Mid_Level,51.68,1853668,0.1472,1580838,0.4478,707953,56,0.6741,0.8013,371.2,0.0734,0.8607,0.7337,0.7448,high 8720,Kenya,2018,capital,Finance,Mid_Level,48.55,1602593,0.0677,1494117,0.6165,921142,60,0.7573,0.7725,357.72,0.0942,0.95,0.523,0.8004,high 8721,Tanzania,2023,urban,Security,Junior,65.05,1045446,0.1542,884210,0.3963,350434,22,0.5713,0.6996,315.64,0.0612,0.6469,0.4314,0.5783,moderate 8722,Rwanda,2018,capital,Administration,Mid_Level,12.14,416582,0.0673,388557,0.6439,250201,61,0.7426,0.8282,392.06,0.0652,0.95,0.531,0.819,high 8723,Ghana,2018,rural,Finance,Senior,30.01,770962,0.1418,661647,0.3687,243926,43,0.7086,0.7725,475.18,0.0627,0.6035,0.3232,0.6228,moderate 8724,Kenya,2021,urban,Health,Mid_Level,51.68,1745031,0.0924,1583862,0.496,785645,41,0.6648,0.7946,620.92,0.075,0.95,0.691,0.7367,high 8725,Uganda,2019,rural,Agriculture,Senior,41.86,335807,0.2305,258387,0.2627,67871,27,0.5443,0.7301,382.01,0.0613,0.7394,0.4722,0.5562,moderate 8726,Botswana,2021,rural,Health,Mid_Level,2.49,101293,0.0957,91604,0.5618,51461,86,0.95,0.9115,401.46,0.0679,0.7924,0.6478,0.8623,high 8727,Botswana,2025,rural,Security,Senior,2.64,134246,0.131,116663,0.5657,65999,85,0.8146,0.7723,631.36,0.0947,0.8425,0.5718,0.8285,high 8728,Rwanda,2023,capital,Administration,Junior,13.67,455320,0.0667,424970,0.6526,277342,76,0.7909,0.766,598.56,0.0851,0.8385,0.6391,0.8492,high 8729,Uganda,2024,remote,Education,Mid_Level,49.0,416578,0.2655,305975,0.1823,55779,28,0.6019,0.7145,260.72,0.0537,0.7084,0.468,0.524,moderate 8730,Nigeria,2023,rural,Education,Mid_Level,224.39,4917735,0.2145,3862854,0.2746,1060594,30,0.5431,0.7275,317.3,0.0586,0.7286,0.3956,0.5616,moderate 8731,Ethiopia,2021,rural,Security,Mid_Level,117.0,1309927,0.2487,984106,0.2065,203210,16,0.5053,0.5891,138.69,0.0582,0.4108,0.1607,0.425,low 8732,Ethiopia,2024,remote,Health,Junior,126.0,1532133,0.3181,1044736,0.1448,151326,17,0.6106,0.7089,148.15,0.0552,0.4468,0.1945,0.4196,low 8733,Mozambique,2022,urban,Agriculture,Mid_Level,31.29,293758,0.2033,234037,0.2737,64049,18,0.6293,0.6994,113.77,0.0662,0.439,0.2207,0.4835,low 8734,Tanzania,2021,rural,Finance,Junior,61.31,1145668,0.1524,971012,0.2621,254462,27,0.5912,0.7025,315.76,0.0719,0.6284,0.4332,0.5564,moderate 8735,Kenya,2024,capital,Education,Mid_Level,55.0,1846751,0.0774,1703902,0.6729,1146471,63,0.6545,0.8306,603.81,0.0875,0.95,0.6657,0.8425,high 8736,Tanzania,2024,capital,Health,Junior,67.0,1343401,0.1321,1165898,0.4242,494608,31,0.6918,0.7808,180.2,0.0548,0.5683,0.4371,0.6182,moderate 8737,Tanzania,2025,urban,Agriculture,Mid_Level,69.01,1056801,0.1315,917860,0.3551,325909,27,0.5389,0.8152,252.41,0.0694,0.6596,0.4513,0.6068,moderate 8738,South Africa,2019,capital,Health,Executive,59.58,2721171,0.0853,2488960,0.7025,1748592,75,0.8392,0.7908,1900.34,0.0766,0.95,0.6255,0.868,high 8739,Ghana,2019,urban,Social_Services,Mid_Level,30.64,666816,0.138,574803,0.5634,323848,46,0.6402,0.7184,254.48,0.0544,0.6899,0.4451,0.6926,high 8740,Botswana,2024,rural,Social_Services,Senior,2.6,105298,0.1333,91263,0.4829,44073,53,0.7605,0.8793,895.52,0.067,0.95,0.5824,0.755,high 8741,South Africa,2018,urban,Finance,Junior,59.11,3507691,0.0972,3166627,0.7086,2243903,45,0.7454,0.8077,417.14,0.0758,0.9041,0.5693,0.7838,high 8742,DRC,2025,urban,Education,Senior,108.36,608451,0.2931,430110,0.2362,101577,10,0.5944,0.6438,149.94,0.0531,0.37,0.2295,0.4173,low 8743,South Africa,2023,rural,Finance,Senior,61.51,3115254,0.1385,2683697,0.4083,1095807,73,0.6751,0.9323,974.85,0.0719,0.95,0.6351,0.7983,high 8744,Mozambique,2025,urban,Infrastructure,Mid_Level,33.89,351244,0.1782,288665,0.2493,71978,17,0.6078,0.59,154.13,0.0582,0.3788,0.2296,0.4596,low 8745,Uganda,2021,rural,Security,Junior,44.58,408061,0.2847,291890,0.2837,82795,16,0.5595,0.749,185.25,0.0653,0.6215,0.383,0.5025,moderate 8746,Senegal,2023,rural,Social_Services,Senior,17.53,385995,0.1691,320705,0.3457,110868,27,0.52,0.6908,332.92,0.058,0.6787,0.3958,0.5727,moderate 8747,Ethiopia,2025,capital,Health,Director,129.15,1398364,0.2177,1093929,0.3059,334640,12,0.5035,0.7007,312.36,0.0665,0.3952,0.1666,0.4633,low 8748,DRC,2020,rural,Infrastructure,Senior,92.57,595901,0.3559,383811,0.1752,67239,15,0.4847,0.7078,165.38,0.0665,0.4086,0.1884,0.4082,low 8749,Senegal,2024,capital,Education,Senior,18.0,398045,0.0847,364333,0.5202,189539,31,0.5429,0.6824,286.77,0.0563,0.667,0.4311,0.6486,moderate 8750,Botswana,2023,capital,Social_Services,Senior,2.56,109463,0.0867,99975,0.6808,68067,53,0.712,0.7815,781.72,0.0812,0.8071,0.695,0.7985,high 8751,Mozambique,2022,capital,Agriculture,Junior,31.29,321138,0.1872,261036,0.2723,71093,13,0.5735,0.7137,118.83,0.067,0.439,0.2111,0.4759,low 8752,Ethiopia,2019,rural,Education,Junior,111.37,1398960,0.3176,954624,0.2339,223333,16,0.5673,0.6682,154.4,0.0625,0.3841,0.2091,0.4286,low 8753,Nigeria,2023,remote,Education,Junior,224.39,4450247,0.2891,3163641,0.2054,649914,37,0.7363,0.8236,270.25,0.0657,0.624,0.4665,0.5542,moderate 8754,Kenya,2018,urban,Administration,Mid_Level,48.55,1809889,0.0953,1637470,0.4869,797362,44,0.6174,0.7958,482.46,0.0886,0.9033,0.7359,0.7412,high 8755,Senegal,2020,urban,Social_Services,Mid_Level,16.18,306542,0.1132,271828,0.3962,107687,38,0.6474,0.7718,234.3,0.0488,0.5817,0.3569,0.6253,moderate 8756,Botswana,2018,urban,Education,Senior,2.38,99898,0.1018,89730,0.6366,57118,63,0.6853,0.8838,619.92,0.0739,0.95,0.6676,0.8355,high 8757,Botswana,2021,remote,Education,Mid_Level,2.49,119837,0.1709,99359,0.3592,35691,60,0.6445,0.7946,448.28,0.074,0.7908,0.5474,0.7001,high 8758,Kenya,2020,urban,Health,Mid_Level,50.61,1634189,0.0915,1484623,0.6109,907009,44,0.7121,0.9075,641.62,0.082,0.88,0.611,0.7751,high 8759,Rwanda,2020,capital,Infrastructure,Junior,12.73,345417,0.0558,326136,0.6976,227511,77,0.8409,0.9063,569.8,0.0788,0.8273,0.5363,0.8753,high 8760,Mozambique,2022,capital,Security,Junior,31.29,287162,0.1878,233222,0.2977,69440,16,0.5419,0.628,92.35,0.0676,0.3557,0.1793,0.4652,low 8761,Tanzania,2019,rural,Finance,Junior,57.79,954364,0.1673,794678,0.2629,208955,25,0.6696,0.6761,198.31,0.0561,0.6371,0.3485,0.5364,moderate 8762,Kenya,2021,urban,Administration,Junior,51.68,2033758,0.1026,1825009,0.5137,937562,51,0.7867,0.8044,506.49,0.0914,0.8005,0.6872,0.7497,high 8763,DRC,2019,capital,Social_Services,Mid_Level,89.7,596484,0.2665,437530,0.2108,92220,10,0.4632,0.6624,110.44,0.0509,0.3614,0.2101,0.4176,low 8764,Botswana,2020,urban,Health,Junior,2.45,109591,0.0887,99869,0.6329,63205,81,0.9393,0.8956,350.6,0.0789,0.8207,0.7032,0.8753,high 8765,Ethiopia,2018,capital,Health,Mid_Level,108.65,1155966,0.2105,912613,0.2743,250373,13,0.6128,0.6265,122.55,0.0614,0.4009,0.1826,0.4508,low 8766,Rwanda,2019,rural,ICT,Director,12.43,323904,0.0891,295038,0.4588,135377,60,0.8183,0.9085,1015.39,0.0878,0.8674,0.7097,0.7864,high 8767,Botswana,2022,capital,Security,Junior,2.52,113059,0.0712,105011,0.6407,67279,63,0.6449,0.7983,621.69,0.0921,0.9121,0.6643,0.8273,high 8768,Ghana,2022,rural,Infrastructure,Mid_Level,32.62,827724,0.1671,689424,0.3702,255200,47,0.6476,0.8158,258.15,0.0568,0.576,0.4762,0.6459,moderate 8769,Senegal,2021,rural,Security,Junior,16.62,327221,0.1658,272967,0.337,91987,29,0.5641,0.8106,203.89,0.0702,0.6881,0.3669,0.5924,moderate 8770,Ghana,2022,rural,Education,Mid_Level,32.62,804824,0.1489,684986,0.4064,278384,30,0.6653,0.74,227.98,0.0505,0.6692,0.4171,0.609,moderate 8771,South Africa,2024,remote,Health,Mid_Level,62.0,2977859,0.2195,2324205,0.373,866921,43,0.5792,0.9298,353.08,0.0732,0.95,0.6559,0.6959,high 8772,DRC,2019,remote,Security,Junior,89.7,597894,0.4758,313394,0.1166,36551,13,0.5137,0.6009,100.33,0.0682,0.3553,0.1627,0.3346,critical 8773,Mozambique,2022,urban,Finance,Director,31.29,336115,0.1706,278789,0.2874,80122,12,0.526,0.659,327.08,0.0703,0.3817,0.1943,0.4657,low 8774,South Africa,2023,capital,Security,Junior,61.51,2972128,0.095,2689803,0.6197,1666954,54,0.7497,0.904,435.78,0.0798,0.9327,0.6534,0.8104,high 8775,South Africa,2025,urban,Administration,Senior,62.5,2956030,0.1025,2652987,0.701,1859796,73,0.8498,0.808,738.56,0.0721,0.8436,0.7413,0.8618,high 8776,Kenya,2025,urban,Health,Junior,56.15,1850422,0.0994,1666497,0.5453,908784,66,0.6759,0.8415,553.08,0.0767,0.95,0.6375,0.8114,high 8777,Rwanda,2024,capital,Social_Services,Junior,14.0,386862,0.0604,363510,0.5717,207831,68,0.8423,0.8834,636.78,0.0785,0.9124,0.5584,0.8274,high 8778,Mozambique,2019,remote,ICT,Mid_Level,28.88,272975,0.3854,167776,0.1474,24737,15,0.5554,0.6481,152.66,0.0481,0.3361,0.1674,0.3756,low 8779,Ethiopia,2024,capital,Education,Junior,126.0,1395222,0.2279,1077249,0.3561,383647,13,0.5634,0.6232,152.93,0.0565,0.4415,0.1725,0.4694,low 8780,Rwanda,2020,capital,Finance,Junior,12.73,342632,0.0639,320750,0.7403,237449,61,0.6477,0.8932,551.32,0.0936,0.95,0.7605,0.8766,high 8781,Rwanda,2023,rural,Security,Mid_Level,13.67,357582,0.0999,321860,0.4669,150278,72,0.8841,0.9227,463.64,0.0823,0.8511,0.6673,0.812,high 8782,South Africa,2019,rural,ICT,Junior,59.58,2772406,0.1285,2416014,0.4817,1163717,70,0.6849,0.852,532.0,0.0882,0.95,0.7424,0.8103,high 8783,Kenya,2025,capital,Education,Junior,56.15,2245825,0.0905,2042601,0.7107,1451772,37,0.6304,0.9335,521.18,0.0871,0.95,0.6071,0.7933,high 8784,DRC,2020,remote,Security,Junior,92.57,485247,0.453,265442,0.1264,33557,8,0.5236,0.6221,135.4,0.0712,0.3568,0.1752,0.3349,critical 8785,Ghana,2018,remote,Agriculture,Mid_Level,30.01,760141,0.2081,601948,0.3082,185532,42,0.7105,0.6867,323.44,0.06,0.5561,0.4471,0.5833,moderate 8786,Ethiopia,2023,rural,Education,Mid_Level,122.93,1569059,0.2355,1199528,0.1954,234433,18,0.5161,0.631,90.04,0.0543,0.3849,0.2304,0.4412,low 8787,Kenya,2023,urban,Justice,Mid_Level,53.87,1652313,0.0978,1490659,0.6211,925795,61,0.6737,0.8727,407.04,0.067,0.7928,0.6581,0.8093,high 8788,Ethiopia,2018,capital,Infrastructure,Senior,108.65,1437302,0.1925,1160567,0.2749,319006,15,0.5016,0.6015,140.89,0.0612,0.357,0.1937,0.4534,low 8789,DRC,2022,remote,Health,Junior,98.59,664228,0.4027,396744,0.1195,47415,14,0.5958,0.6731,98.75,0.0639,0.4231,0.1927,0.3768,low 8790,Rwanda,2025,urban,Justice,Junior,14.34,389274,0.0866,355569,0.5188,184480,55,0.8165,0.7716,528.19,0.0811,0.9264,0.6874,0.7727,high 8791,Nigeria,2018,rural,Agriculture,Mid_Level,198.33,4191702,0.2075,3322010,0.2725,905223,29,0.6442,0.7493,175.8,0.0706,0.5539,0.3533,0.5419,moderate 8792,Uganda,2025,capital,Security,Mid_Level,50.57,351855,0.1698,292122,0.3892,113684,26,0.524,0.7272,289.63,0.0657,0.6587,0.465,0.5913,moderate 8793,Senegal,2025,urban,Education,Junior,18.49,467101,0.0951,422676,0.4643,196235,23,0.523,0.761,280.61,0.0695,0.649,0.4205,0.6209,moderate 8794,DRC,2024,capital,Justice,Junior,105.0,558025,0.1896,452229,0.2368,107082,14,0.4898,0.6713,144.64,0.0572,0.3414,0.1965,0.4513,low 8795,Senegal,2018,urban,Social_Services,Senior,15.34,349375,0.1077,311738,0.4512,140651,28,0.5255,0.7897,328.93,0.0562,0.67,0.4196,0.6333,moderate 8796,Mozambique,2020,capital,Health,Senior,29.66,254996,0.2124,200826,0.2607,52345,16,0.5629,0.6744,135.83,0.0675,0.4166,0.2015,0.465,low 8797,Ghana,2022,capital,Finance,Junior,32.62,789665,0.1326,684973,0.6063,415268,38,0.6055,0.7173,283.31,0.07,0.5703,0.4652,0.6746,high 8798,Ethiopia,2022,capital,Health,Senior,119.93,1473381,0.1816,1205810,0.3283,395876,16,0.6447,0.6293,201.81,0.0617,0.421,0.2362,0.4868,low 8799,Ethiopia,2018,urban,Education,Mid_Level,108.65,1419842,0.2553,1057407,0.3111,328909,16,0.5204,0.6808,109.87,0.059,0.4297,0.2057,0.4696,low 8800,Nigeria,2023,remote,Education,Junior,224.39,4809859,0.2689,3516282,0.2451,861939,38,0.7395,0.7121,246.0,0.0583,0.7165,0.3582,0.5533,moderate 8801,South Africa,2018,rural,Administration,Junior,59.11,2677416,0.1784,2199853,0.5217,1147586,58,0.746,0.8501,561.42,0.0859,0.7893,0.6423,0.7515,high 8802,Botswana,2019,urban,Finance,Junior,2.41,97279,0.0824,89264,0.7433,66354,72,0.7332,0.9077,625.94,0.0724,0.95,0.5289,0.8793,high 8803,Botswana,2025,capital,Administration,Mid_Level,2.64,112650,0.0935,102111,0.8,81688,77,0.8534,0.8766,539.42,0.09,0.8333,0.5503,0.889,high 8804,Mozambique,2022,remote,Agriculture,Mid_Level,31.29,338733,0.3609,216484,0.1258,27227,15,0.5339,0.6955,133.55,0.065,0.3626,0.2131,0.3906,low 8805,Tanzania,2023,rural,ICT,Senior,65.05,1227046,0.1905,993256,0.3305,328275,25,0.5914,0.7102,430.98,0.0611,0.6369,0.3567,0.5534,moderate 8806,Mozambique,2021,rural,Security,Director,30.47,295969,0.2481,222547,0.2013,44792,17,0.5878,0.6707,216.43,0.066,0.4389,0.1741,0.4427,low 8807,South Africa,2023,urban,Education,Junior,61.51,2909740,0.096,2630314,0.6217,1635156,57,0.7319,0.9341,395.79,0.0881,0.95,0.7335,0.8324,high 8808,Tanzania,2020,urban,Infrastructure,Senior,59.53,972161,0.1315,844284,0.3938,332461,28,0.6485,0.7441,420.24,0.0492,0.6527,0.4337,0.6058,moderate 8809,Botswana,2018,rural,Security,Mid_Level,2.38,122289,0.1366,105589,0.5524,58332,50,0.7972,0.9149,522.17,0.0891,0.95,0.7282,0.784,high 8810,Botswana,2023,urban,Agriculture,Mid_Level,2.56,126742,0.0882,115557,0.6797,78548,83,0.781,0.7695,380.36,0.0787,0.8024,0.7788,0.8789,high 8811,Mozambique,2024,urban,Education,Junior,33.0,288319,0.1797,236501,0.2189,51779,20,0.5015,0.6119,140.72,0.0591,0.3979,0.2156,0.4629,low 8812,Mozambique,2025,urban,Finance,Mid_Level,33.89,348268,0.1621,291826,0.2189,63871,19,0.5066,0.6686,132.39,0.0691,0.387,0.2258,0.4733,low 8813,Botswana,2021,remote,Health,Mid_Level,2.49,125109,0.1474,106666,0.409,43629,65,0.7383,0.8665,622.19,0.0928,0.95,0.6587,0.7688,high 8814,Tanzania,2021,urban,Administration,Senior,61.31,1026273,0.1611,860960,0.3496,300950,20,0.6056,0.7497,335.94,0.0592,0.6456,0.43,0.5671,moderate 8815,Nigeria,2019,rural,Agriculture,Junior,203.29,4074643,0.1747,3362898,0.3113,1046954,26,0.608,0.7341,237.25,0.057,0.7043,0.3823,0.5679,moderate 8816,Rwanda,2021,rural,Security,Junior,13.04,425829,0.107,380268,0.4388,166872,78,0.8324,0.846,400.53,0.0778,0.82,0.7486,0.8117,high 8817,Kenya,2025,rural,Social_Services,Junior,56.15,1840177,0.1194,1620444,0.4196,679885,56,0.67,0.8599,567.61,0.071,0.95,0.6431,0.7533,high 8818,Nigeria,2024,urban,Finance,Senior,230.0,4291393,0.1346,3713750,0.4863,1805926,31,0.5933,0.7503,383.84,0.0654,0.721,0.3709,0.6371,moderate 8819,Kenya,2021,capital,Social_Services,Junior,51.68,1683747,0.0907,1531082,0.6552,1003106,36,0.7058,0.8168,580.06,0.0786,0.8436,0.7602,0.764,high 8820,Ghana,2020,remote,Social_Services,Junior,31.29,840910,0.2274,649694,0.2446,158909,37,0.6482,0.7048,300.59,0.0557,0.7424,0.3819,0.5649,moderate 8821,South Africa,2018,urban,Justice,Mid_Level,59.11,2718238,0.134,2353892,0.6901,1624460,49,0.7486,0.7734,569.24,0.0758,0.9221,0.608,0.7805,high 8822,Ethiopia,2021,rural,Health,Senior,117.0,1387887,0.2882,987966,0.2029,200412,19,0.6193,0.6944,159.89,0.0701,0.3932,0.236,0.4433,low 8823,DRC,2019,remote,Health,Mid_Level,89.7,479081,0.4685,254618,0.1075,27369,11,0.5032,0.7016,142.18,0.0615,0.4211,0.1779,0.3524,low 8824,Senegal,2022,urban,Education,Mid_Level,17.07,338221,0.0969,305442,0.4829,147488,29,0.5305,0.764,232.05,0.0527,0.7279,0.4299,0.6494,moderate 8825,South Africa,2025,remote,Health,Senior,62.5,3363540,0.1856,2739180,0.4012,1098917,77,0.8174,0.8225,665.17,0.0813,0.932,0.6372,0.7767,high 8826,Mozambique,2022,urban,Social_Services,Mid_Level,31.29,300333,0.2297,231347,0.2769,64060,20,0.5062,0.6209,115.96,0.0507,0.3348,0.1809,0.4565,low 8827,Uganda,2021,urban,Social_Services,Senior,44.58,388172,0.1633,324776,0.3964,128755,28,0.5965,0.7525,358.9,0.0531,0.5919,0.3723,0.5876,moderate 8828,DRC,2020,capital,Health,Mid_Level,92.57,575623,0.1948,463515,0.2162,100196,12,0.5756,0.7079,149.7,0.0554,0.3659,0.1904,0.4472,low 8829,DRC,2025,urban,Justice,Junior,108.36,654407,0.248,492136,0.2296,112987,13,0.5564,0.6612,128.69,0.0678,0.3655,0.1951,0.4331,low 8830,Nigeria,2023,remote,Justice,Senior,224.39,4028798,0.2841,2884069,0.2057,593336,21,0.5742,0.7914,433.88,0.0528,0.5982,0.4543,0.5069,moderate 8831,Senegal,2023,rural,Health,Director,17.53,430625,0.1416,369638,0.3506,129595,40,0.7122,0.7532,498.23,0.0531,0.6039,0.3482,0.6104,moderate 8832,Rwanda,2023,capital,Education,Junior,13.67,355658,0.0748,329063,0.7135,234802,82,0.7049,0.7932,638.68,0.0834,0.8815,0.6923,0.8911,high 8833,Ethiopia,2018,rural,ICT,Junior,108.65,1270169,0.2734,922920,0.1899,175285,15,0.6363,0.6523,85.54,0.0668,0.4175,0.2194,0.4282,low 8834,Uganda,2025,remote,Infrastructure,Mid_Level,50.57,350863,0.3332,233956,0.1873,43814,25,0.6145,0.7413,261.66,0.0548,0.6321,0.3697,0.4874,low 8835,Ghana,2024,capital,Security,Junior,34.0,835086,0.1019,749991,0.615,461222,39,0.6706,0.7804,268.93,0.05,0.6686,0.448,0.7045,high 8836,Botswana,2025,capital,Health,Senior,2.64,107088,0.0646,100167,0.7754,77666,60,0.8352,0.7685,735.95,0.0672,0.95,0.7772,0.8657,high 8837,Ghana,2023,urban,Health,Junior,33.3,881665,0.1335,763930,0.527,402578,46,0.6059,0.7963,275.69,0.0589,0.5655,0.3878,0.6781,high 8838,Kenya,2019,rural,Security,Junior,49.57,1861026,0.1195,1638609,0.4185,685716,41,0.6711,0.9269,624.71,0.0789,0.9043,0.5837,0.7151,high 8839,Mozambique,2024,capital,ICT,Mid_Level,33.0,315149,0.1898,255331,0.3129,79889,20,0.5208,0.6506,122.86,0.0603,0.3409,0.166,0.4791,low 8840,Ethiopia,2024,capital,Education,Junior,126.0,1656214,0.1823,1354284,0.2869,388540,19,0.6411,0.5863,121.31,0.0609,0.3867,0.1858,0.4688,low 8841,Ghana,2023,urban,Justice,Junior,33.3,772977,0.1174,682200,0.4288,292541,31,0.6574,0.7008,287.33,0.0716,0.6508,0.349,0.6104,moderate 8842,Mozambique,2022,urban,Health,Mid_Level,31.29,323583,0.169,268891,0.2491,66981,18,0.5433,0.6812,85.34,0.0594,0.4424,0.2267,0.4841,low 8843,Botswana,2024,capital,Health,Mid_Level,2.6,125894,0.0693,117163,0.7001,82029,78,0.7824,0.8833,487.27,0.0937,0.95,0.6872,0.8989,high 8844,Nigeria,2018,remote,Agriculture,Junior,198.33,4094615,0.2874,2917658,0.2653,774118,26,0.577,0.7867,315.94,0.0714,0.6594,0.366,0.53,moderate 8845,Tanzania,2019,capital,Social_Services,Director,57.79,1121062,0.137,967463,0.4536,438816,33,0.6018,0.7521,483.75,0.0661,0.7262,0.3323,0.6303,moderate 8846,Ethiopia,2019,rural,Health,Junior,111.37,1150216,0.2796,828638,0.237,196366,14,0.5404,0.7117,128.44,0.0502,0.4424,0.2137,0.4467,low 8847,South Africa,2023,rural,Education,Executive,61.51,3542622,0.1375,3055371,0.4694,1434048,43,0.5728,0.8795,1772.85,0.0755,0.95,0.625,0.7299,high 8848,DRC,2023,rural,Security,Junior,101.74,606385,0.3251,409232,0.1463,59857,8,0.4675,0.5924,105.35,0.0609,0.4068,0.1781,0.3726,low 8849,DRC,2020,remote,Finance,Junior,92.57,586391,0.4635,314614,0.1109,34904,11,0.5077,0.6674,152.74,0.0529,0.4465,0.218,0.3559,low 8850,Kenya,2025,urban,Security,Senior,56.15,1945756,0.1058,1739984,0.6011,1045968,59,0.7516,0.8161,932.34,0.0945,0.7958,0.5967,0.783,high 8851,DRC,2018,urban,Health,Junior,86.92,564084,0.2097,445810,0.2353,104898,12,0.5583,0.5884,114.15,0.066,0.3893,0.2087,0.4345,low 8852,Kenya,2020,capital,Education,Junior,50.61,1719536,0.0949,1556267,0.6987,1087288,53,0.7225,0.8003,526.13,0.0804,0.9264,0.6819,0.8143,high 8853,Ghana,2025,urban,Infrastructure,Mid_Level,34.71,864787,0.1432,740984,0.4576,339107,47,0.6302,0.8122,234.68,0.0494,0.6851,0.463,0.6828,high 8854,Nigeria,2023,capital,Education,Junior,224.39,5157839,0.1224,4526325,0.5187,2347935,22,0.5066,0.7997,241.16,0.0608,0.6808,0.3462,0.6267,moderate 8855,Tanzania,2021,capital,Education,Mid_Level,61.31,1134472,0.1055,1014781,0.4318,438199,20,0.5814,0.7361,182.68,0.0618,0.5661,0.3455,0.5832,moderate 8856,Ethiopia,2021,capital,Administration,Junior,117.0,1278565,0.2301,984375,0.2816,277162,11,0.5971,0.5886,84.56,0.0654,0.4327,0.1839,0.4403,low 8857,Ethiopia,2022,remote,Infrastructure,Director,119.93,1254128,0.3281,842694,0.1608,135500,11,0.4668,0.5871,366.16,0.0598,0.4444,0.1762,0.3858,low 8858,DRC,2021,capital,Education,Senior,95.53,611767,0.2509,458280,0.2646,121239,12,0.6149,0.6166,183.91,0.0634,0.3895,0.2105,0.4359,low 8859,Senegal,2022,remote,Justice,Mid_Level,17.07,359633,0.1685,299032,0.2528,75604,30,0.7037,0.7463,293.87,0.0582,0.6409,0.3216,0.5543,moderate 8860,Mozambique,2025,urban,Infrastructure,Executive,33.89,319445,0.1631,267347,0.2291,61253,20,0.5935,0.6388,618.12,0.0713,0.3538,0.2055,0.4683,low 8861,Senegal,2023,capital,Education,Junior,17.53,392936,0.1103,349595,0.533,186343,24,0.5442,0.7803,211.02,0.0682,0.6617,0.3327,0.6322,moderate 8862,Ghana,2021,rural,Justice,Mid_Level,31.94,742404,0.1955,597282,0.3154,188398,33,0.6415,0.7269,296.05,0.0632,0.6067,0.3973,0.5719,moderate 8863,DRC,2019,urban,Justice,Junior,89.7,553088,0.2613,408560,0.235,96020,10,0.4902,0.7104,115.02,0.0491,0.4273,0.1627,0.434,low 8864,Kenya,2022,urban,Social_Services,Director,52.76,1616403,0.0823,1483331,0.6079,901757,57,0.628,0.8192,1172.13,0.0704,0.9337,0.6175,0.8019,high 8865,DRC,2019,remote,Education,Junior,89.7,588499,0.4742,309421,0.1341,41496,9,0.592,0.6428,106.19,0.0546,0.3379,0.1799,0.3357,critical 8866,Nigeria,2023,capital,Education,Junior,224.39,4456849,0.1627,3731808,0.4897,1827575,23,0.6396,0.7599,248.08,0.0706,0.561,0.331,0.5924,moderate 8867,Ethiopia,2024,remote,Agriculture,Junior,126.0,1476531,0.3971,890223,0.1714,152607,19,0.6464,0.6833,143.26,0.0619,0.448,0.1703,0.4054,low 8868,Ghana,2020,rural,Education,Junior,31.29,825375,0.14,709788,0.3653,259313,29,0.6372,0.6822,194.31,0.0661,0.5896,0.4131,0.5814,moderate 8869,DRC,2022,rural,Infrastructure,Junior,98.59,620668,0.3046,431621,0.1695,73164,11,0.551,0.6993,102.12,0.049,0.4428,0.1813,0.411,low 8870,Tanzania,2023,remote,ICT,Junior,65.05,1275911,0.2359,974906,0.2262,220525,27,0.6884,0.8172,280.03,0.063,0.5599,0.3402,0.5277,moderate 8871,South Africa,2021,capital,Health,Junior,60.54,2992197,0.1028,2684612,0.6271,1683405,69,0.8569,0.9159,434.45,0.0652,0.8519,0.6573,0.8419,high 8872,Senegal,2024,remote,Social_Services,Junior,18.0,366316,0.2105,289219,0.2616,75648,30,0.7129,0.7262,299.41,0.0608,0.6429,0.3434,0.5453,moderate 8873,South Africa,2025,urban,Agriculture,Senior,62.5,3090153,0.1,2781123,0.5707,1587257,65,0.8039,0.8216,555.49,0.0695,0.95,0.7495,0.8234,high 8874,Tanzania,2021,capital,Social_Services,Mid_Level,61.31,1084229,0.1288,944567,0.4594,433944,23,0.6097,0.6985,324.76,0.0607,0.6604,0.4772,0.6087,moderate 8875,Tanzania,2022,urban,Security,Mid_Level,63.15,1164195,0.1116,1034269,0.424,438534,26,0.5256,0.6994,183.35,0.0556,0.6002,0.4745,0.6055,moderate 8876,Nigeria,2024,urban,Social_Services,Mid_Level,230.0,4511411,0.1827,3687254,0.3691,1360933,31,0.6572,0.798,266.76,0.0607,0.6492,0.3894,0.5977,moderate 8877,Ethiopia,2022,urban,Agriculture,Junior,119.93,1528468,0.2379,1164910,0.3191,371743,12,0.5163,0.667,95.08,0.0642,0.3927,0.167,0.4563,low 8878,Mozambique,2023,rural,Education,Junior,32.13,312641,0.317,213524,0.2108,45009,13,0.5476,0.6129,103.62,0.0626,0.3344,0.2276,0.4041,low 8879,Uganda,2022,rural,Health,Mid_Level,46.01,421205,0.2585,312329,0.2814,87893,25,0.6107,0.7855,245.71,0.0649,0.5735,0.4069,0.5341,moderate 8880,Ghana,2022,urban,Health,Junior,32.62,934752,0.1168,825559,0.5749,474607,43,0.6382,0.7702,204.62,0.0507,0.7074,0.4422,0.7025,high 8881,Tanzania,2021,rural,Infrastructure,Mid_Level,61.31,967510,0.1925,781286,0.3307,258359,19,0.6438,0.7295,227.69,0.0647,0.7277,0.3453,0.5488,moderate 8882,Nigeria,2021,capital,Education,Mid_Level,213.58,4875712,0.1311,4236729,0.4019,1702753,34,0.543,0.7184,261.94,0.0491,0.687,0.3717,0.6164,moderate 8883,Ghana,2019,capital,Social_Services,Junior,30.64,861496,0.0931,781304,0.5156,402844,46,0.6749,0.6763,190.86,0.0577,0.7366,0.3267,0.6784,high 8884,Uganda,2025,urban,Agriculture,Junior,50.57,396725,0.1991,317746,0.3677,116829,24,0.5444,0.8042,293.78,0.0498,0.6269,0.3642,0.5719,moderate 8885,Kenya,2018,rural,ICT,Junior,48.55,1535868,0.1283,1338862,0.4622,618806,65,0.7456,0.8097,491.63,0.0889,0.7881,0.7284,0.7691,high 8886,South Africa,2018,urban,ICT,Senior,59.11,2769359,0.1326,2402036,0.5566,1337006,75,0.7797,0.9146,598.51,0.0883,0.7917,0.6917,0.829,high 8887,Uganda,2024,urban,Administration,Director,49.0,379680,0.2162,297587,0.3469,103241,25,0.6718,0.7742,523.44,0.0501,0.5924,0.3615,0.5567,moderate 8888,Nigeria,2023,rural,Health,Executive,224.39,3926627,0.2168,3075360,0.3195,982523,35,0.5455,0.741,728.26,0.0592,0.6452,0.3246,0.5713,moderate 8889,DRC,2020,rural,Justice,Mid_Level,92.57,580816,0.3692,366353,0.1767,64733,11,0.5409,0.7146,108.84,0.0648,0.4364,0.1756,0.3978,low 8890,Nigeria,2019,urban,Justice,Mid_Level,203.29,3485789,0.1572,2937812,0.4081,1198894,27,0.5286,0.816,293.91,0.0489,0.6321,0.3377,0.5996,moderate 8891,Ghana,2021,capital,Health,Senior,31.94,747571,0.1262,653193,0.5155,336729,45,0.6029,0.7397,467.12,0.0554,0.5804,0.4117,0.67,high 8892,Mozambique,2021,capital,Health,Senior,30.47,332436,0.1529,281617,0.3201,90149,13,0.4974,0.6886,176.95,0.0567,0.3393,0.2206,0.4836,low 8893,DRC,2020,remote,Health,Junior,92.57,571251,0.4246,328698,0.1233,40521,12,0.5426,0.6326,97.32,0.0662,0.4085,0.1884,0.3593,low 8894,Botswana,2018,urban,Security,Executive,2.38,93050,0.0724,86311,0.734,63351,87,0.9396,0.9004,2487.05,0.0774,0.8088,0.5798,0.9068,high 8895,Mozambique,2022,capital,Agriculture,Mid_Level,31.29,295348,0.1905,239091,0.3126,74738,18,0.5676,0.6922,112.52,0.0671,0.4307,0.1766,0.4901,low 8896,Ethiopia,2024,capital,Justice,Junior,126.0,1500907,0.1691,1247126,0.3277,408649,18,0.5815,0.6676,130.36,0.059,0.4156,0.2242,0.4988,low 8897,Ethiopia,2020,remote,Infrastructure,Mid_Level,114.15,1494780,0.2982,1049043,0.1758,184449,17,0.4981,0.5937,90.17,0.0695,0.4039,0.1644,0.4078,low 8898,Nigeria,2025,rural,Education,Mid_Level,235.75,5346065,0.176,4405277,0.3442,1516393,31,0.5955,0.7696,283.46,0.0693,0.6438,0.444,0.5938,moderate 8899,Senegal,2023,capital,Security,Mid_Level,17.53,368576,0.0815,338547,0.4722,159872,38,0.7108,0.7409,308.54,0.0671,0.673,0.4533,0.6664,high 8900,South Africa,2023,urban,Finance,Junior,61.51,2893877,0.1238,2535548,0.6292,1595271,54,0.6646,0.8801,630.72,0.0734,0.8281,0.6384,0.79,high 8901,Rwanda,2021,rural,Health,Mid_Level,13.04,441349,0.1203,388276,0.4207,163346,52,0.7566,0.8066,539.5,0.0791,0.9422,0.6107,0.7314,high 8902,Rwanda,2018,remote,Administration,Mid_Level,12.14,333095,0.1465,284303,0.2959,84127,69,0.8749,0.8248,360.71,0.0851,0.95,0.6342,0.742,high 8903,Tanzania,2024,rural,Education,Junior,67.0,1213497,0.1701,1007043,0.2994,301546,34,0.5745,0.7608,202.05,0.0481,0.7443,0.4428,0.6002,moderate 8904,Mozambique,2019,urban,Health,Mid_Level,28.88,327146,0.1842,266889,0.2527,67433,14,0.6277,0.7113,117.1,0.0523,0.4222,0.2163,0.4727,low 8905,Mozambique,2019,remote,Administration,Junior,28.88,251750,0.3866,154420,0.1295,19993,17,0.5628,0.6123,122.21,0.0527,0.4434,0.1622,0.3806,low 8906,DRC,2023,remote,Infrastructure,Director,101.74,671754,0.3654,426301,0.1039,44280,11,0.531,0.7104,301.61,0.0662,0.3357,0.2182,0.3741,low 8907,South Africa,2024,urban,Finance,Mid_Level,62.0,2997730,0.1142,2655481,0.638,1694176,48,0.7931,0.822,492.56,0.0697,0.95,0.7131,0.7906,high 8908,Ethiopia,2018,rural,Finance,Senior,108.65,1162017,0.2671,851671,0.2237,190556,11,0.5948,0.6951,160.19,0.0672,0.3557,0.2043,0.4269,low 8909,Mozambique,2019,urban,Health,Mid_Level,28.88,293508,0.1648,245146,0.2869,70342,20,0.4958,0.692,106.01,0.0496,0.3471,0.2362,0.4927,low 8910,Senegal,2023,remote,ICT,Junior,17.53,356972,0.2059,283457,0.245,69459,25,0.5712,0.6766,221.47,0.0563,0.5759,0.4163,0.523,moderate 8911,Rwanda,2020,rural,ICT,Junior,12.73,436617,0.0908,396959,0.3938,156315,74,0.7409,0.8408,408.23,0.0864,0.95,0.7542,0.8073,high 8912,Botswana,2023,rural,Administration,Junior,2.56,120428,0.1044,107858,0.5348,57687,83,0.8014,0.8262,594.65,0.0827,0.95,0.6185,0.8459,high 8913,Ghana,2019,urban,Security,Mid_Level,30.64,701093,0.1376,604595,0.4361,263663,45,0.6268,0.6834,315.36,0.0674,0.6365,0.4348,0.6468,moderate 8914,Ghana,2023,rural,Education,Junior,33.3,914070,0.1572,770381,0.4181,322075,45,0.641,0.7383,202.95,0.0614,0.6028,0.4346,0.6422,moderate 8915,Ghana,2023,capital,Education,Executive,33.3,881740,0.1107,784142,0.5343,418973,43,0.7421,0.7827,1130.79,0.0499,0.7206,0.4266,0.6955,high 8916,Botswana,2021,urban,Infrastructure,Junior,2.49,96764,0.0739,89610,0.6304,56486,64,0.7544,0.9314,472.93,0.0948,0.8835,0.7435,0.8515,high 8917,Ghana,2025,rural,Health,Mid_Level,34.71,863967,0.1937,696617,0.3122,217502,47,0.75,0.7911,285.0,0.0564,0.5688,0.4793,0.6206,moderate 8918,Uganda,2024,urban,Security,Junior,49.0,391350,0.1975,314072,0.3995,125466,16,0.4892,0.7596,288.94,0.0539,0.6324,0.382,0.5559,moderate 8919,Uganda,2023,urban,Health,Director,47.48,411979,0.1661,343555,0.3103,106606,24,0.6714,0.6772,687.32,0.0659,0.5776,0.4128,0.5467,moderate 8920,Tanzania,2018,capital,Health,Junior,56.11,1041102,0.102,934878,0.4823,450884,20,0.6179,0.7627,213.26,0.0578,0.6647,0.4332,0.6193,moderate 8921,South Africa,2018,capital,Education,Junior,59.11,3373221,0.0886,3074224,0.7531,2315195,62,0.7913,0.7791,381.23,0.0926,0.95,0.6588,0.8489,high 8922,Uganda,2018,capital,Health,Junior,40.56,357294,0.1348,309123,0.4123,127450,26,0.6479,0.7212,269.51,0.061,0.6886,0.4366,0.6051,moderate 8923,DRC,2025,remote,Education,Director,108.36,703862,0.4342,398216,0.1011,40266,9,0.4804,0.6322,314.11,0.0491,0.3453,0.2051,0.3391,critical 8924,Senegal,2020,urban,Infrastructure,Mid_Level,16.18,312736,0.1143,276976,0.4665,129212,31,0.6695,0.691,285.47,0.0698,0.6963,0.4384,0.6327,moderate 8925,Mozambique,2022,remote,Administration,Junior,31.29,320437,0.3228,217003,0.1288,27944,13,0.552,0.635,100.14,0.065,0.3942,0.2067,0.3893,low 8926,Ethiopia,2022,capital,Infrastructure,Mid_Level,119.93,1277521,0.2338,978892,0.3118,305175,11,0.6208,0.6855,128.18,0.0599,0.4074,0.2131,0.4619,low 8927,Senegal,2021,urban,Health,Senior,16.62,316484,0.1171,279425,0.4409,123195,23,0.635,0.7141,413.68,0.059,0.7119,0.4205,0.6088,moderate 8928,Ghana,2020,rural,Security,Mid_Level,31.29,859676,0.1968,690491,0.3439,237458,30,0.5754,0.7227,243.23,0.049,0.5785,0.3896,0.567,moderate 8929,Ethiopia,2023,remote,Health,Junior,122.93,1442443,0.3077,998580,0.14,139769,11,0.5305,0.6598,119.08,0.062,0.4314,0.2113,0.3988,low 8930,Rwanda,2019,urban,Infrastructure,Mid_Level,12.43,401625,0.0772,370612,0.6095,225879,55,0.6973,0.7839,473.36,0.073,0.95,0.5474,0.7879,high 8931,Tanzania,2022,remote,Education,Junior,63.15,1215206,0.2666,891235,0.2446,217972,31,0.6021,0.7149,256.46,0.0629,0.5563,0.3718,0.5221,moderate 8932,Tanzania,2020,urban,Health,Director,59.53,1214003,0.1584,1021755,0.441,450553,20,0.6332,0.7283,497.04,0.0641,0.7068,0.36,0.5866,moderate 8933,Senegal,2019,capital,Justice,Mid_Level,15.76,372692,0.095,337297,0.4922,166016,23,0.6055,0.7764,314.81,0.0709,0.6028,0.4067,0.6242,moderate 8934,Ghana,2022,capital,Education,Junior,32.62,830359,0.1336,719412,0.4946,355827,45,0.58,0.7821,242.89,0.0484,0.7335,0.3277,0.6762,high 8935,South Africa,2020,capital,ICT,Mid_Level,60.06,2827118,0.1148,2502441,0.8,2001952,60,0.6867,0.8641,534.81,0.0795,0.95,0.6708,0.863,high 8936,Senegal,2023,rural,Finance,Junior,17.53,409647,0.1299,356429,0.3394,120956,30,0.6035,0.8017,204.24,0.0563,0.6666,0.3682,0.6011,moderate 8937,Nigeria,2025,urban,Finance,Mid_Level,235.75,4785534,0.1401,4115079,0.4015,1652012,37,0.6457,0.7274,317.41,0.0628,0.6874,0.3642,0.6221,moderate 8938,South Africa,2019,urban,Finance,Senior,59.58,2895781,0.1246,2535086,0.6349,1609483,68,0.8743,0.794,907.64,0.0897,0.95,0.5591,0.8176,high 8939,Uganda,2023,urban,ICT,Junior,47.48,340194,0.2093,268990,0.3879,104342,21,0.6378,0.7699,275.6,0.0568,0.5944,0.3407,0.5561,moderate 8940,Kenya,2024,remote,Agriculture,Mid_Level,55.0,1650971,0.1828,1349243,0.3493,471282,49,0.7436,0.89,377.55,0.0815,0.8478,0.6949,0.7019,high 8941,Kenya,2019,rural,Finance,Senior,49.57,1883997,0.1351,1629421,0.3587,584431,61,0.7687,0.7873,667.73,0.0959,0.95,0.6001,0.7315,high 8942,Senegal,2021,capital,ICT,Director,16.62,323387,0.0945,292812,0.4333,126870,39,0.649,0.8171,489.88,0.0499,0.7333,0.4682,0.6749,high 8943,Senegal,2024,urban,ICT,Junior,18.0,389867,0.1053,348802,0.5033,175552,38,0.642,0.7648,308.53,0.05,0.7338,0.4749,0.6801,high 8944,South Africa,2019,rural,Health,Junior,59.58,3113975,0.1682,2590267,0.461,1194086,51,0.6813,0.898,380.89,0.08,0.95,0.5238,0.7328,high 8945,Botswana,2022,capital,Health,Junior,2.52,127915,0.0733,118536,0.8,94828,87,0.8231,0.9212,599.14,0.0806,0.95,0.6587,0.9482,high 8946,DRC,2019,remote,Education,Senior,89.7,460431,0.3539,297464,0.1153,34309,13,0.5493,0.6693,182.54,0.0572,0.4305,0.1629,0.3826,low 8947,Uganda,2024,rural,Education,Junior,49.0,365847,0.2677,267919,0.2896,77585,19,0.494,0.7322,301.86,0.0511,0.5594,0.4513,0.5139,moderate 8948,Rwanda,2024,urban,Administration,Junior,14.0,422117,0.0901,384068,0.5932,227830,89,0.8185,0.8219,391.75,0.0886,0.8963,0.6381,0.875,high 8949,South Africa,2022,rural,Education,Director,61.02,3400354,0.1628,2846681,0.4642,1321401,66,0.8068,0.8082,1020.7,0.0773,0.95,0.7478,0.7813,high 8950,Nigeria,2020,capital,Education,Senior,208.37,4212856,0.1173,3718653,0.4474,1663561,29,0.7013,0.8132,358.29,0.0715,0.5939,0.4566,0.632,moderate 8951,Uganda,2025,rural,Security,Mid_Level,50.57,456903,0.2026,364334,0.2438,88809,19,0.4899,0.823,209.73,0.057,0.6153,0.4663,0.5394,moderate 8952,Botswana,2025,urban,ICT,Junior,2.64,130928,0.1016,117624,0.6636,78058,55,0.6616,0.8453,560.91,0.0941,0.8831,0.6352,0.8066,high 8953,DRC,2019,rural,Health,Junior,89.7,575106,0.3387,380306,0.167,63495,8,0.4786,0.6179,129.64,0.0716,0.3898,0.1682,0.3756,low 8954,Rwanda,2019,capital,Finance,Mid_Level,12.43,345083,0.0714,320448,0.6428,205979,73,0.9108,0.8987,474.19,0.0752,0.95,0.6085,0.866,high 8955,South Africa,2020,urban,Infrastructure,Junior,60.06,2998304,0.1337,2597490,0.7319,1901165,44,0.593,0.8866,556.3,0.0767,0.9362,0.5659,0.7928,high 8956,Tanzania,2018,rural,Security,Junior,56.11,1120111,0.1678,932100,0.2745,255869,27,0.5813,0.8087,260.22,0.0629,0.5764,0.3405,0.5572,moderate 8957,Senegal,2021,rural,Education,Junior,16.62,370825,0.1458,316751,0.3081,97603,24,0.5477,0.7765,243.33,0.0481,0.6624,0.4089,0.5742,moderate 8958,Senegal,2024,rural,Agriculture,Mid_Level,18.0,424019,0.1292,369238,0.3178,117351,33,0.5549,0.6793,176.77,0.0598,0.6765,0.36,0.5852,moderate 8959,Ghana,2019,capital,Health,Junior,30.64,836147,0.1183,737196,0.5228,385424,34,0.7066,0.769,199.84,0.0694,0.6892,0.357,0.6561,high 8960,Uganda,2024,urban,ICT,Senior,49.0,366920,0.2098,289940,0.3304,95789,27,0.5766,0.7693,314.4,0.0632,0.595,0.3351,0.5561,moderate 8961,Tanzania,2019,rural,Health,Senior,57.79,1164203,0.1701,966182,0.3209,310039,23,0.5686,0.8044,408.93,0.061,0.5656,0.4731,0.5697,moderate 8962,Kenya,2018,urban,Justice,Mid_Level,48.55,1473180,0.1041,1319863,0.646,852587,65,0.8108,0.8367,441.75,0.0726,0.95,0.5214,0.8206,high 8963,Tanzania,2022,capital,Security,Junior,63.15,982113,0.1374,847173,0.4332,367005,30,0.6338,0.7941,320.46,0.052,0.6416,0.3948,0.6217,moderate 8964,Kenya,2020,urban,Health,Director,50.61,1609093,0.1027,1443770,0.5174,746957,45,0.7472,0.9075,915.69,0.0744,0.9143,0.7274,0.7664,high 8965,Kenya,2018,urban,Social_Services,Senior,48.55,1480309,0.0969,1336888,0.6086,813658,59,0.7573,0.8293,921.31,0.0779,0.8723,0.6408,0.8011,high 8966,DRC,2024,rural,Security,Mid_Level,105.0,665696,0.3638,423546,0.1497,63391,8,0.5742,0.6611,149.18,0.0645,0.3376,0.2168,0.3711,low 8967,Tanzania,2020,remote,Infrastructure,Mid_Level,59.53,1055535,0.2049,839206,0.2128,178587,25,0.6727,0.679,272.65,0.0564,0.6343,0.4704,0.5268,moderate 8968,South Africa,2021,remote,Social_Services,Junior,60.54,3627289,0.2011,2897860,0.3904,1131379,58,0.8239,0.9199,429.14,0.0814,0.95,0.6552,0.7408,high 8969,Ghana,2022,capital,Finance,Junior,32.62,891005,0.1335,772089,0.4785,369467,36,0.597,0.7933,264.59,0.0527,0.6291,0.4589,0.6541,high 8970,South Africa,2024,rural,Security,Junior,62.0,3104295,0.1841,2532643,0.433,1096609,50,0.7815,0.8139,545.08,0.0678,0.8557,0.7027,0.7151,high 8971,Rwanda,2024,capital,Education,Director,14.0,420256,0.0735,389353,0.7305,284429,55,0.6717,0.8866,897.78,0.0793,0.812,0.714,0.8373,high 8972,Ghana,2025,capital,Agriculture,Junior,34.71,932412,0.1242,816630,0.619,505478,30,0.5509,0.7517,260.81,0.0707,0.6457,0.4791,0.6739,high 8973,Ghana,2020,rural,Education,Junior,31.29,811368,0.1833,662653,0.349,231297,28,0.6129,0.7317,228.1,0.0682,0.651,0.4358,0.5799,moderate 8974,Botswana,2020,capital,Health,Junior,2.45,114310,0.085,104597,0.6624,69283,53,0.7417,0.9196,574.64,0.0912,0.8313,0.754,0.8233,high 8975,Kenya,2020,urban,Administration,Junior,50.61,2019136,0.1086,1799944,0.4938,888774,60,0.8141,0.868,508.3,0.0865,0.8251,0.7122,0.7802,high 8976,Tanzania,2024,remote,Justice,Junior,67.0,1163844,0.2724,846847,0.2494,211209,27,0.6053,0.7228,269.27,0.0587,0.7167,0.3732,0.5292,moderate 8977,Ethiopia,2025,remote,ICT,Senior,129.15,1589211,0.3105,1095752,0.1566,171630,19,0.5776,0.6807,136.24,0.071,0.4462,0.1751,0.4233,low 8978,Ghana,2019,urban,Justice,Mid_Level,30.64,753279,0.1388,648746,0.5504,357082,36,0.7137,0.7275,203.83,0.0549,0.5542,0.3433,0.6418,moderate 8979,Tanzania,2020,rural,Health,Junior,59.53,1095140,0.1551,925295,0.2737,253258,22,0.5334,0.6807,314.97,0.0702,0.6523,0.4005,0.542,moderate 8980,Mozambique,2018,urban,Justice,Senior,28.12,303577,0.1992,243097,0.2656,64566,16,0.5772,0.6159,215.59,0.0566,0.3872,0.2217,0.4599,low 8981,Ghana,2025,capital,Health,Mid_Level,34.71,817244,0.0908,743036,0.5628,418206,31,0.6689,0.8,263.47,0.0665,0.6386,0.3327,0.6626,high 8982,Tanzania,2021,rural,Health,Junior,61.31,1218948,0.1899,987481,0.2539,250681,29,0.543,0.7404,253.38,0.0599,0.5689,0.4153,0.548,moderate 8983,DRC,2021,rural,Justice,Junior,95.53,568365,0.3474,370913,0.1686,62545,11,0.5546,0.6847,117.59,0.0527,0.3575,0.1606,0.3873,low 8984,Ghana,2023,capital,Education,Junior,33.3,727560,0.1297,633188,0.5062,320493,28,0.6475,0.7179,197.5,0.0621,0.6894,0.3453,0.6253,moderate 8985,Kenya,2019,urban,Health,Junior,49.57,1569446,0.0806,1442997,0.5595,807419,56,0.7111,0.9108,516.26,0.0896,0.95,0.5511,0.7965,high 8986,Ghana,2025,urban,Finance,Director,34.71,849731,0.112,754526,0.4747,358142,29,0.5604,0.7681,787.03,0.0635,0.7192,0.3749,0.6378,moderate 8987,South Africa,2022,capital,Education,Junior,61.02,3442723,0.121,3026061,0.7179,2172457,49,0.6194,0.7698,550.79,0.0741,0.95,0.7085,0.8031,high 8988,Botswana,2023,capital,Education,Mid_Level,2.56,110980,0.0778,102347,0.7804,79876,63,0.7158,0.8763,498.11,0.0682,0.95,0.6607,0.8757,high 8989,Kenya,2025,urban,Infrastructure,Mid_Level,56.15,2145573,0.1126,1903913,0.5675,1080402,52,0.7038,0.789,606.05,0.0662,0.95,0.7269,0.7798,high 8990,Ethiopia,2025,urban,Infrastructure,Executive,129.15,1510530,0.1947,1216431,0.2597,315944,11,0.5074,0.6778,430.46,0.0641,0.3457,0.1935,0.4494,low 8991,Senegal,2019,rural,Justice,Mid_Level,15.76,300996,0.1705,249685,0.3506,87550,40,0.738,0.7809,280.79,0.0632,0.6885,0.3644,0.6175,moderate 8992,Uganda,2023,remote,Education,Junior,47.48,369487,0.335,245696,0.2039,50106,24,0.5269,0.8125,198.63,0.0551,0.6725,0.4173,0.5081,moderate 8993,Ethiopia,2019,urban,Social_Services,Mid_Level,111.37,1505921,0.218,1177701,0.2741,322770,16,0.5766,0.6585,107.28,0.0583,0.3318,0.1797,0.454,low 8994,Senegal,2018,remote,Finance,Executive,15.34,334474,0.1581,281598,0.2656,74778,35,0.6625,0.8188,1208.27,0.0645,0.6249,0.4559,0.5953,moderate 8995,DRC,2022,remote,Health,Senior,98.59,533292,0.4244,306980,0.1237,37964,13,0.5812,0.6405,174.18,0.0685,0.4014,0.1971,0.3633,low 8996,Ghana,2019,urban,Finance,Director,30.64,743317,0.1024,667210,0.448,298907,30,0.5528,0.7223,571.8,0.0623,0.5866,0.3301,0.6114,moderate 8997,Uganda,2025,rural,Education,Mid_Level,50.57,463930,0.2127,365234,0.2931,107060,24,0.5603,0.8081,287.41,0.0517,0.5802,0.3673,0.5461,moderate 8998,Kenya,2022,urban,Security,Senior,52.76,1642327,0.0867,1499883,0.5514,827067,42,0.7661,0.863,646.01,0.0758,0.8431,0.774,0.7623,high 8999,Ethiopia,2025,urban,Social_Services,Mid_Level,129.15,1760886,0.1948,1417844,0.2513,356236,16,0.6054,0.5957,133.26,0.0683,0.4038,0.2116,0.455,low 9000,Uganda,2023,rural,Justice,Mid_Level,47.48,369054,0.2334,282915,0.2524,71419,19,0.6155,0.6966,315.82,0.0562,0.6027,0.4745,0.5145,moderate 9001,Senegal,2019,rural,Education,Mid_Level,15.76,349725,0.145,299005,0.3531,105569,30,0.5982,0.7525,280.46,0.072,0.7288,0.4688,0.6097,moderate 9002,Senegal,2025,urban,Infrastructure,Mid_Level,18.49,455576,0.1316,395630,0.4545,179825,39,0.7319,0.7583,319.56,0.064,0.6659,0.4798,0.6565,high 9003,Uganda,2020,capital,Infrastructure,Junior,43.2,376925,0.1859,306838,0.4132,126770,21,0.5516,0.8241,240.06,0.0658,0.6259,0.4105,0.5866,moderate 9004,Uganda,2021,urban,ICT,Senior,44.58,338408,0.1514,287171,0.35,100505,16,0.5712,0.6877,384.17,0.0675,0.5976,0.3446,0.537,moderate 9005,Nigeria,2018,urban,Infrastructure,Junior,198.33,4197085,0.1575,3535955,0.3974,1405361,21,0.614,0.738,244.37,0.0638,0.7178,0.3771,0.5827,moderate 9006,Rwanda,2023,rural,Education,Junior,13.67,459117,0.0897,417928,0.3826,159887,60,0.8166,0.9137,608.11,0.0756,0.95,0.7644,0.7817,high 9007,Uganda,2021,rural,Education,Mid_Level,44.58,315701,0.2898,224220,0.2484,55686,16,0.5688,0.7064,271.96,0.0664,0.6169,0.3991,0.4872,low 9008,Ghana,2019,rural,Infrastructure,Junior,30.64,868255,0.1941,699763,0.3433,240232,41,0.738,0.699,243.84,0.0637,0.7196,0.4679,0.6134,moderate 9009,Kenya,2019,remote,Education,Mid_Level,49.57,1597782,0.1659,1332786,0.3137,418129,38,0.5881,0.8253,400.04,0.0671,0.872,0.6921,0.6622,high 9010,DRC,2024,rural,Education,Senior,105.0,630093,0.3731,394987,0.1665,65784,9,0.5007,0.7008,212.32,0.0483,0.3877,0.213,0.386,low 9011,DRC,2022,urban,Justice,Junior,98.59,664542,0.2634,489493,0.2396,117274,15,0.5751,0.5853,89.83,0.0677,0.4081,0.1991,0.4301,low 9012,Kenya,2022,urban,Health,Mid_Level,52.76,1863466,0.0843,1706396,0.5411,923389,47,0.6101,0.8132,643.12,0.0643,0.832,0.7324,0.7601,high 9013,Botswana,2021,capital,Justice,Director,2.49,98627,0.0684,91882,0.8,73505,71,0.702,0.8845,1419.15,0.0691,0.8734,0.7381,0.9042,high 9014,Rwanda,2019,urban,Social_Services,Junior,12.43,401771,0.0812,369130,0.6584,243033,73,0.8322,0.8582,576.1,0.0878,0.95,0.5589,0.8564,high 9015,Kenya,2025,remote,Education,Mid_Level,56.15,1854216,0.1473,1581094,0.2779,439343,46,0.6162,0.8003,606.75,0.0952,0.9254,0.7626,0.6865,high 9016,Mozambique,2024,urban,Security,Senior,33.0,296620,0.2176,232062,0.2724,63222,20,0.5306,0.6914,132.21,0.0562,0.3344,0.2173,0.4726,low 9017,Ghana,2021,urban,Education,Junior,31.94,732171,0.1404,629385,0.5703,358919,46,0.6114,0.7313,176.98,0.0561,0.6081,0.4271,0.6857,high 9018,DRC,2023,rural,Finance,Mid_Level,101.74,620678,0.3922,377253,0.1328,50089,12,0.5059,0.6572,110.28,0.0627,0.4046,0.2276,0.3769,low 9019,Botswana,2019,remote,Justice,Mid_Level,2.41,105417,0.15,89605,0.3234,28982,50,0.6591,0.9331,431.89,0.0934,0.95,0.7212,0.7255,high 9020,DRC,2023,urban,Education,Junior,101.74,654474,0.2855,467630,0.2457,114881,10,0.4909,0.6553,111.29,0.0526,0.3965,0.2325,0.4262,low 9021,Ethiopia,2018,urban,Health,Junior,108.65,1383271,0.2059,1098444,0.2616,287405,19,0.5631,0.6117,100.46,0.0512,0.4104,0.222,0.4664,low 9022,Botswana,2023,rural,Justice,Junior,2.56,110606,0.1118,98239,0.4372,42947,83,0.9394,0.9333,525.43,0.0942,0.8398,0.6953,0.8324,high 9023,Ethiopia,2022,urban,Agriculture,Mid_Level,119.93,1593068,0.2288,1228633,0.312,383374,16,0.5848,0.6048,89.88,0.0677,0.3603,0.2029,0.4578,low 9024,DRC,2019,urban,Health,Mid_Level,89.7,563213,0.2857,402325,0.2463,99093,13,0.5333,0.6548,133.22,0.0527,0.4067,0.2019,0.4317,low 9025,Rwanda,2021,rural,Administration,Mid_Level,13.04,333095,0.1123,295695,0.3895,115179,71,0.8943,0.7695,523.75,0.0733,0.95,0.5874,0.766,high 9026,Nigeria,2024,urban,Security,Junior,230.0,4064816,0.1635,3400268,0.381,1295523,33,0.5883,0.6964,210.11,0.0553,0.5658,0.4025,0.5882,moderate 9027,South Africa,2025,rural,Justice,Junior,62.5,3199125,0.1286,2787716,0.4317,1203565,69,0.8596,0.8949,556.42,0.0943,0.8749,0.5608,0.7761,high 9028,Ghana,2023,urban,Health,Mid_Level,33.3,720579,0.1242,631056,0.4342,274026,47,0.7549,0.8183,278.92,0.0529,0.6637,0.3677,0.6709,high 9029,Botswana,2023,remote,Administration,Junior,2.56,118737,0.1665,98971,0.3411,33761,75,0.8119,0.7742,591.03,0.0845,0.95,0.6417,0.7565,high 9030,Ghana,2024,urban,Security,Director,34.0,958106,0.1036,858869,0.428,367600,48,0.6755,0.7034,613.82,0.0576,0.7071,0.3442,0.6617,high 9031,Senegal,2023,capital,Justice,Executive,17.53,429778,0.1,386810,0.4825,186648,38,0.5978,0.6925,1145.26,0.0607,0.6693,0.4186,0.6533,high 9032,Nigeria,2023,remote,Health,Mid_Level,224.39,4670023,0.3111,3217000,0.2492,801552,33,0.5972,0.8013,215.38,0.0694,0.6676,0.3558,0.5396,moderate 9033,Senegal,2019,urban,Finance,Junior,15.76,310435,0.091,282196,0.4449,125545,27,0.5372,0.7148,257.37,0.0631,0.6294,0.4565,0.6218,moderate 9034,South Africa,2018,urban,Social_Services,Mid_Level,59.11,3194419,0.1015,2870060,0.7121,2043837,47,0.7846,0.9163,416.07,0.0683,0.8836,0.7788,0.8238,high 9035,Senegal,2019,rural,Infrastructure,Junior,15.76,382040,0.1559,322496,0.3659,118003,23,0.5788,0.7016,188.64,0.0689,0.5571,0.4154,0.5625,moderate 9036,Rwanda,2023,urban,Justice,Mid_Level,13.67,422749,0.069,393597,0.5519,217238,94,0.8238,0.886,640.34,0.0939,0.95,0.7537,0.909,high 9037,Mozambique,2019,urban,ICT,Junior,28.88,269870,0.2327,207065,0.2318,47990,13,0.4827,0.6203,154.88,0.0643,0.3412,0.1988,0.4293,low 9038,Ghana,2018,urban,Health,Mid_Level,30.01,670107,0.1227,587901,0.516,303342,39,0.6689,0.6934,255.85,0.0485,0.5779,0.3923,0.6469,moderate 9039,Ethiopia,2021,remote,Security,Junior,117.0,1279398,0.4011,766236,0.1351,103500,16,0.506,0.6961,115.58,0.0622,0.4338,0.1877,0.3901,low 9040,Botswana,2022,capital,Finance,Mid_Level,2.52,109462,0.0641,102445,0.7,71709,70,0.6672,0.8727,611.07,0.0735,0.95,0.6608,0.876,high 9041,Uganda,2022,rural,Infrastructure,Mid_Level,46.01,377403,0.255,281163,0.2382,66975,28,0.5597,0.6914,282.52,0.051,0.5961,0.459,0.525,moderate 9042,Senegal,2021,rural,Education,Mid_Level,16.62,402712,0.1521,341469,0.3441,117495,24,0.548,0.769,181.34,0.0607,0.7031,0.4677,0.5904,moderate 9043,Ghana,2023,remote,Administration,Junior,33.3,886065,0.199,709746,0.24,170331,31,0.6479,0.738,255.86,0.0569,0.6169,0.3372,0.5439,moderate 9044,South Africa,2019,urban,Health,Mid_Level,59.58,3222665,0.1098,2868708,0.6856,1966786,48,0.605,0.8967,542.78,0.0681,0.8915,0.5695,0.7945,high 9045,DRC,2021,capital,ICT,Junior,95.53,498037,0.2525,372269,0.2664,99159,13,0.4824,0.7101,116.29,0.0681,0.3762,0.1675,0.4468,low 9046,Rwanda,2020,remote,Health,Mid_Level,12.73,412601,0.1127,366100,0.3193,116912,90,0.8153,0.8526,614.88,0.0815,0.9163,0.6164,0.8078,high 9047,Nigeria,2023,remote,Education,Junior,224.39,4144457,0.2427,3138451,0.2084,653971,25,0.6852,0.8134,287.0,0.0593,0.7325,0.3817,0.5373,moderate 9048,Nigeria,2019,rural,Health,Mid_Level,203.29,3598102,0.2162,2820363,0.3362,948332,28,0.5473,0.7422,247.33,0.0621,0.5988,0.3817,0.5594,moderate 9049,South Africa,2021,capital,Infrastructure,Junior,60.54,3649141,0.1139,3233626,0.7143,2309886,65,0.6768,0.8015,429.89,0.0787,0.95,0.6681,0.8447,high 9050,South Africa,2023,urban,Infrastructure,Junior,61.51,3232817,0.1024,2901788,0.69,2002228,47,0.6448,0.926,630.87,0.0841,0.95,0.7667,0.825,high 9051,Ghana,2025,capital,Health,Senior,34.71,783346,0.1145,693683,0.6163,427483,27,0.5346,0.7209,299.0,0.0492,0.5924,0.3942,0.6497,moderate 9052,DRC,2025,capital,Administration,Mid_Level,108.36,747295,0.2398,568091,0.2457,139593,9,0.5226,0.6164,105.8,0.0593,0.3876,0.2111,0.4263,low 9053,Botswana,2021,urban,Education,Senior,2.49,100244,0.0961,90610,0.6594,59745,63,0.814,0.8104,849.67,0.0759,0.9374,0.7591,0.8395,high 9054,Ethiopia,2025,rural,Education,Junior,129.15,1394817,0.3068,966891,0.2042,197441,15,0.6049,0.6916,92.77,0.064,0.3828,0.1982,0.4237,low 9055,Nigeria,2023,remote,ICT,Junior,224.39,4839669,0.2125,3811431,0.2435,928015,30,0.6687,0.7613,262.24,0.0665,0.5541,0.4396,0.5463,moderate 9056,Uganda,2022,capital,Education,Junior,46.01,409233,0.1922,330592,0.4368,144415,26,0.6736,0.8203,293.24,0.0612,0.7017,0.3826,0.6076,moderate 9057,Kenya,2022,rural,Health,Junior,52.76,2048035,0.1181,1806200,0.3744,676275,38,0.6355,0.8592,465.56,0.0833,0.95,0.5746,0.6904,high 9058,Ghana,2019,rural,Security,Senior,30.64,684165,0.1529,579569,0.4044,234365,30,0.5406,0.7024,386.78,0.0534,0.7179,0.4033,0.6053,moderate 9059,Botswana,2021,urban,Education,Director,2.49,117154,0.1015,105264,0.7824,82355,77,0.8353,0.9276,1512.24,0.0793,0.9131,0.6942,0.9126,high 9060,South Africa,2023,capital,Education,Senior,61.51,3673853,0.1142,3254180,0.716,2329953,46,0.7354,0.8576,890.44,0.0711,0.9433,0.5785,0.7963,high 9061,South Africa,2019,urban,Infrastructure,Director,59.58,3546958,0.1309,3082677,0.6018,1855058,71,0.678,0.855,1264.61,0.0869,0.8345,0.7487,0.8318,high 9062,Ethiopia,2019,capital,Finance,Mid_Level,111.37,1327356,0.1643,1109240,0.3114,345395,12,0.6299,0.6704,104.76,0.0669,0.3464,0.2073,0.4727,low 9063,South Africa,2018,capital,ICT,Junior,59.11,2803612,0.0991,2525728,0.7597,1918871,64,0.6519,0.8733,632.19,0.0796,0.781,0.552,0.8395,high 9064,Uganda,2023,rural,Education,Mid_Level,47.48,384233,0.2105,303357,0.2827,85761,18,0.5115,0.7115,181.57,0.0702,0.6987,0.394,0.529,moderate 9065,South Africa,2023,remote,Infrastructure,Mid_Level,61.51,2796494,0.1916,2260646,0.3683,832521,51,0.7877,0.869,512.53,0.0712,0.9048,0.5814,0.7006,high 9066,Mozambique,2024,rural,Administration,Mid_Level,33.0,346174,0.2395,263281,0.1788,47067,19,0.6296,0.6769,153.63,0.0516,0.3494,0.1919,0.438,low 9067,Mozambique,2020,capital,Security,Mid_Level,29.66,267809,0.1868,217772,0.3216,70043,17,0.6016,0.6657,103.03,0.0618,0.4016,0.2346,0.4897,low 9068,South Africa,2024,urban,Administration,Junior,62.0,3267506,0.1353,2825320,0.6609,1867298,64,0.8054,0.9342,434.67,0.0918,0.8675,0.6429,0.8326,high 9069,Rwanda,2023,urban,Security,Senior,13.67,429799,0.0816,394711,0.5639,222592,91,0.7893,0.7944,577.48,0.0782,0.95,0.6691,0.8791,high 9070,DRC,2022,urban,Social_Services,Junior,98.59,601995,0.2086,476446,0.2318,110434,14,0.4902,0.6885,99.27,0.0697,0.3906,0.1881,0.452,low 9071,Tanzania,2023,capital,Security,Mid_Level,65.05,1149213,0.1058,1027646,0.4725,485512,27,0.5175,0.7305,314.95,0.057,0.6237,0.3469,0.6158,moderate 9072,DRC,2021,capital,Justice,Mid_Level,95.53,532199,0.1905,430807,0.2472,106502,8,0.6089,0.6118,94.99,0.051,0.4199,0.2375,0.4417,low 9073,Rwanda,2023,rural,Education,Junior,13.67,427569,0.0932,387724,0.4229,163964,91,0.8363,0.7696,507.41,0.0737,0.8538,0.747,0.8354,high 9074,Ghana,2021,remote,Health,Mid_Level,31.94,877168,0.221,683298,0.2388,163203,26,0.6607,0.8141,309.74,0.0619,0.6109,0.3617,0.5388,moderate 9075,Rwanda,2024,rural,Security,Executive,14.0,477687,0.0815,438760,0.4442,194890,89,0.9488,0.8025,2205.67,0.0768,0.95,0.5694,0.8355,high 9076,Botswana,2021,urban,Agriculture,Senior,2.49,114533,0.0921,103986,0.7559,78605,51,0.7643,0.8491,835.39,0.0839,0.869,0.6014,0.8179,high 9077,Ghana,2019,capital,Education,Junior,30.64,792041,0.1052,708735,0.5841,413980,48,0.7061,0.7349,218.52,0.0543,0.5966,0.3919,0.6988,high 9078,Kenya,2019,capital,Health,Junior,49.57,1490726,0.0748,1379288,0.617,851088,40,0.6409,0.8872,423.96,0.0642,0.7739,0.7148,0.7675,high 9079,South Africa,2023,remote,Finance,Mid_Level,61.51,3428203,0.1729,2835485,0.3191,904855,67,0.6713,0.7745,645.28,0.0828,0.8502,0.682,0.7234,high 9080,Nigeria,2024,urban,Social_Services,Mid_Level,230.0,4276134,0.1504,3632896,0.4568,1659663,37,0.5553,0.7463,232.19,0.0676,0.7049,0.4686,0.6484,moderate 9081,Senegal,2023,remote,ICT,Mid_Level,17.53,331852,0.1716,274919,0.2321,63811,38,0.6919,0.7114,201.25,0.0557,0.5892,0.4766,0.5734,moderate 9082,Nigeria,2019,urban,Infrastructure,Mid_Level,203.29,4012384,0.1561,3385925,0.479,1621708,30,0.6155,0.8125,290.0,0.0508,0.5614,0.4413,0.6279,moderate 9083,Nigeria,2021,rural,Social_Services,Mid_Level,213.58,4391478,0.248,3302262,0.3208,1059347,38,0.7321,0.7444,188.0,0.0579,0.6931,0.3733,0.5815,moderate 9084,Mozambique,2021,rural,Health,Mid_Level,30.47,292033,0.3129,200651,0.1656,33236,20,0.5926,0.6935,111.88,0.0515,0.3597,0.203,0.4235,low 9085,DRC,2021,capital,Infrastructure,Junior,95.53,589316,0.2377,449207,0.2098,94248,11,0.4666,0.6868,92.44,0.0596,0.4059,0.2024,0.4344,low 9086,DRC,2025,rural,Health,Mid_Level,108.36,618401,0.3203,420337,0.1446,60788,12,0.61,0.6606,98.3,0.0492,0.3589,0.2139,0.3925,low 9087,Nigeria,2024,remote,Administration,Director,230.0,4775038,0.222,3715046,0.2094,777755,31,0.5483,0.7709,696.9,0.0512,0.7006,0.39,0.549,moderate 9088,Ethiopia,2018,urban,ICT,Senior,108.65,1423436,0.2482,1070160,0.285,304948,15,0.6276,0.593,166.33,0.0493,0.3701,0.1772,0.4404,low 9089,DRC,2022,rural,Infrastructure,Senior,98.59,543240,0.381,336242,0.1683,56596,8,0.5874,0.6998,170.12,0.0569,0.39,0.1795,0.3787,low 9090,Botswana,2023,urban,Health,Senior,2.56,108708,0.0792,100102,0.7424,74316,67,0.8684,0.8059,794.71,0.0651,0.95,0.5227,0.8515,high 9091,Rwanda,2020,capital,Education,Director,12.73,367222,0.0661,342943,0.7331,251399,53,0.8003,0.9318,1207.97,0.0701,0.95,0.7211,0.8561,high 9092,Tanzania,2021,rural,Education,Junior,61.31,1149918,0.1868,935087,0.251,234689,22,0.6028,0.773,276.45,0.0578,0.6971,0.43,0.5497,moderate 9093,South Africa,2019,urban,Education,Mid_Level,59.58,3270688,0.1401,2812479,0.584,1642535,57,0.6413,0.8178,555.93,0.0699,0.95,0.6346,0.7846,high 9094,Mozambique,2020,rural,Social_Services,Junior,29.66,339992,0.2993,238246,0.1802,42935,13,0.5044,0.6031,86.98,0.0567,0.3495,0.2032,0.3985,low 9095,Uganda,2023,urban,Education,Mid_Level,47.48,433392,0.2057,344243,0.352,121176,18,0.5557,0.6899,263.23,0.054,0.5823,0.4426,0.5376,moderate 9096,DRC,2021,rural,Education,Mid_Level,95.53,496352,0.3418,326687,0.1613,52678,14,0.6332,0.6399,87.55,0.0622,0.4157,0.1748,0.3949,low 9097,Ethiopia,2019,rural,Finance,Junior,111.37,1475094,0.2547,1099442,0.1793,197163,12,0.5925,0.6713,87.16,0.0519,0.3481,0.1842,0.4151,low 9098,Nigeria,2019,rural,Social_Services,Senior,203.29,4036658,0.1792,3313418,0.2698,893805,28,0.6109,0.6968,267.52,0.0505,0.6962,0.3511,0.5519,moderate 9099,Kenya,2024,remote,Education,Mid_Level,55.0,1803017,0.1716,1493661,0.285,425723,49,0.7716,0.8717,372.89,0.0665,0.95,0.6151,0.6881,high 9100,DRC,2019,rural,Education,Mid_Level,89.7,538669,0.3539,348051,0.1727,60120,11,0.5768,0.6472,144.26,0.0585,0.3644,0.2338,0.3891,low 9101,Rwanda,2022,rural,Security,Mid_Level,13.35,352430,0.0967,318358,0.4954,157729,75,0.7082,0.815,379.11,0.0772,0.8141,0.7355,0.8144,high 9102,South Africa,2021,rural,Security,Mid_Level,60.54,2824466,0.1405,2427761,0.4662,1131730,54,0.7806,0.867,451.06,0.0791,0.874,0.6604,0.7499,high 9103,Nigeria,2018,urban,Education,Senior,198.33,3780800,0.173,3126567,0.3751,1172796,37,0.6397,0.7351,392.45,0.0573,0.6091,0.3289,0.5971,moderate 9104,Tanzania,2021,urban,Justice,Junior,61.31,952701,0.1365,822627,0.4161,342313,24,0.6661,0.7251,233.39,0.0566,0.6077,0.4332,0.5928,moderate 9105,Ethiopia,2025,remote,Finance,Junior,129.15,1699522,0.3958,1026795,0.1629,167304,18,0.5197,0.6663,125.43,0.07,0.3541,0.197,0.3918,low 9106,Ethiopia,2018,capital,Health,Executive,108.65,1269544,0.175,1047377,0.3157,330707,17,0.509,0.6671,471.39,0.0653,0.3769,0.185,0.4839,low 9107,Senegal,2023,remote,Education,Mid_Level,17.53,410195,0.1663,341979,0.2861,97855,29,0.5451,0.8206,263.12,0.0642,0.6689,0.4783,0.5903,moderate 9108,Nigeria,2023,rural,Infrastructure,Junior,224.39,3864442,0.2387,2942110,0.289,850205,24,0.5274,0.7341,316.52,0.051,0.6748,0.3543,0.5356,moderate 9109,Nigeria,2019,rural,Administration,Mid_Level,203.29,4570765,0.2519,3419346,0.3506,1198790,25,0.5217,0.7785,268.17,0.05,0.678,0.3484,0.5566,moderate 9110,Senegal,2022,urban,Administration,Junior,17.07,367770,0.0929,333616,0.4902,163532,41,0.7487,0.7052,269.94,0.0661,0.6307,0.3892,0.6596,high 9111,Kenya,2020,urban,Health,Senior,50.61,2007401,0.1074,1791831,0.6326,1133553,67,0.7185,0.8424,684.42,0.0812,0.95,0.6453,0.8347,high 9112,Mozambique,2022,remote,Infrastructure,Junior,31.29,342649,0.3256,231068,0.1498,34612,20,0.5505,0.7038,133.87,0.0522,0.3407,0.1746,0.4131,low 9113,Botswana,2022,capital,Finance,Junior,2.52,97278,0.0753,89948,0.6897,62033,65,0.77,0.8353,454.12,0.0759,0.8054,0.6745,0.8394,high 9114,Ethiopia,2019,urban,Security,Mid_Level,111.37,1525314,0.2411,1157607,0.2586,299377,10,0.4653,0.5858,139.22,0.0605,0.3879,0.208,0.4268,low 9115,DRC,2019,urban,ICT,Junior,89.7,471866,0.2886,335701,0.2426,81440,8,0.5721,0.6394,99.37,0.0493,0.3693,0.2216,0.4135,low 9116,Ethiopia,2024,rural,Education,Junior,126.0,1348707,0.2399,1025125,0.1874,192148,14,0.5391,0.6266,111.02,0.0577,0.4404,0.1981,0.4297,low 9117,Rwanda,2020,capital,ICT,Junior,12.73,342095,0.0772,315675,0.6398,201959,65,0.712,0.8107,438.97,0.0735,0.9107,0.5938,0.8252,high 9118,Nigeria,2020,urban,Education,Mid_Level,208.37,4713997,0.184,3846426,0.4349,1672868,26,0.6137,0.7419,279.8,0.0578,0.6745,0.4286,0.5993,moderate 9119,Ethiopia,2024,rural,Social_Services,Mid_Level,126.0,1662841,0.2844,1189989,0.2255,268293,18,0.4992,0.6622,90.54,0.0609,0.3416,0.2122,0.435,low 9120,Uganda,2020,capital,Justice,Junior,43.2,337402,0.1608,283142,0.3787,107222,20,0.6563,0.7707,217.5,0.0669,0.5599,0.3772,0.5638,moderate 9121,Nigeria,2020,urban,Infrastructure,Junior,208.37,4570643,0.1647,3817672,0.4846,1850203,32,0.5808,0.6969,241.42,0.052,0.7402,0.4634,0.6349,moderate 9122,Senegal,2018,remote,Security,Junior,15.34,348367,0.1681,289817,0.2193,63568,27,0.5825,0.7987,204.13,0.0699,0.5621,0.3597,0.5423,moderate 9123,DRC,2025,rural,Social_Services,Senior,108.36,583419,0.3908,355412,0.1722,61214,13,0.6336,0.71,162.46,0.0681,0.3495,0.1915,0.3885,low 9124,Tanzania,2024,rural,Infrastructure,Junior,67.0,1185666,0.1498,1008021,0.2832,285454,23,0.6343,0.8101,316.25,0.061,0.6929,0.3713,0.5688,moderate 9125,Rwanda,2021,urban,Health,Junior,13.04,379969,0.0769,350761,0.5324,186738,66,0.7876,0.8329,646.3,0.0689,0.8791,0.6112,0.8028,high 9126,DRC,2020,remote,Health,Mid_Level,92.57,522410,0.3716,328307,0.1033,33919,11,0.5856,0.5991,88.38,0.064,0.3316,0.1843,0.3519,low 9127,Uganda,2018,remote,Health,Junior,40.56,325272,0.3593,208405,0.1702,35480,24,0.6398,0.8226,202.41,0.065,0.7366,0.428,0.5026,moderate 9128,Mozambique,2018,urban,Infrastructure,Junior,28.12,301610,0.1938,243151,0.2928,71199,19,0.601,0.695,116.92,0.0594,0.3879,0.2278,0.4881,low 9129,Uganda,2020,remote,Education,Mid_Level,43.2,328849,0.3515,213252,0.2235,47657,22,0.5901,0.7536,237.85,0.0653,0.7019,0.4203,0.4983,low 9130,Uganda,2018,urban,Infrastructure,Junior,40.56,334716,0.1608,280892,0.4009,112602,28,0.5709,0.7589,279.07,0.058,0.6229,0.4513,0.6013,moderate 9131,Ghana,2022,capital,Administration,Mid_Level,32.62,922411,0.1003,829908,0.5322,441661,35,0.5644,0.7037,303.97,0.0531,0.5721,0.4526,0.6535,high 9132,Botswana,2025,rural,Security,Mid_Level,2.64,111951,0.1099,99651,0.4482,44659,84,0.8835,0.8524,414.86,0.0707,0.9186,0.6487,0.8292,high 9133,Botswana,2025,remote,Agriculture,Senior,2.64,121276,0.131,105384,0.3471,36577,75,0.6886,0.8827,832.33,0.0677,0.95,0.5336,0.7723,high 9134,Senegal,2019,capital,Health,Mid_Level,15.76,376277,0.1025,337709,0.4796,161981,40,0.6346,0.762,313.13,0.0678,0.6151,0.3947,0.6596,high 9135,Ethiopia,2021,rural,Health,Senior,117.0,1467842,0.3118,1010147,0.1794,181216,12,0.5359,0.5941,207.21,0.0573,0.4217,0.1794,0.3961,low 9136,Kenya,2025,urban,Health,Mid_Level,56.15,2049760,0.08,1885824,0.4937,930964,52,0.7179,0.8353,499.37,0.0925,0.8054,0.7598,0.7652,high 9137,Ghana,2019,rural,Infrastructure,Mid_Level,30.64,729953,0.1991,584615,0.3222,188353,39,0.6631,0.6771,199.28,0.0706,0.6452,0.3685,0.5812,moderate 9138,Botswana,2021,capital,Administration,Junior,2.49,119535,0.0647,111798,0.8,89438,62,0.7592,0.9096,514.48,0.0878,0.7816,0.6604,0.8695,high 9139,Senegal,2021,urban,Health,Junior,16.62,361750,0.106,323388,0.392,126754,38,0.7368,0.6863,296.3,0.0517,0.6,0.3378,0.6132,moderate 9140,Uganda,2022,urban,Social_Services,Mid_Level,46.01,337376,0.2096,266645,0.3957,105509,19,0.5522,0.7842,280.43,0.0687,0.6805,0.3565,0.5653,moderate 9141,Tanzania,2021,urban,Education,Junior,61.31,1105500,0.1378,953174,0.4114,392112,34,0.5488,0.7969,233.78,0.0503,0.7132,0.407,0.635,moderate 9142,Ethiopia,2020,urban,Education,Director,114.15,1233997,0.1771,1015514,0.3225,327523,18,0.5842,0.6824,288.21,0.049,0.3586,0.2298,0.4926,low 9143,Kenya,2023,urban,ICT,Mid_Level,53.87,1753061,0.0819,1609568,0.5407,870260,55,0.7841,0.9234,509.57,0.0725,0.95,0.7475,0.8105,high 9144,Senegal,2023,remote,Education,Mid_Level,17.53,378620,0.2074,300094,0.2245,67383,40,0.7369,0.7708,204.24,0.0646,0.668,0.3218,0.5689,moderate 9145,Rwanda,2020,capital,Infrastructure,Junior,12.73,362343,0.0586,341100,0.7456,254332,61,0.7113,0.7814,646.07,0.0812,0.8477,0.7115,0.8474,high 9146,Mozambique,2018,rural,Finance,Junior,28.12,273531,0.2222,212740,0.2127,45254,20,0.5831,0.6307,104.1,0.0603,0.4441,0.203,0.4569,low 9147,Mozambique,2024,capital,Education,Junior,33.0,281611,0.162,235981,0.2601,61385,15,0.4772,0.601,92.57,0.0623,0.3717,0.2036,0.4597,low 9148,Senegal,2020,rural,Infrastructure,Senior,16.18,390694,0.1477,333007,0.364,121210,25,0.5914,0.7115,482.59,0.0579,0.6667,0.4513,0.5851,moderate 9149,Ghana,2021,urban,Infrastructure,Senior,31.94,773700,0.1091,689295,0.4515,311214,37,0.6895,0.7372,382.01,0.0597,0.7191,0.3381,0.6444,moderate 9150,Senegal,2024,capital,Education,Mid_Level,18.0,394973,0.0828,362281,0.4407,159651,41,0.635,0.777,184.4,0.0707,0.6948,0.4126,0.6693,high 9151,Botswana,2023,capital,Administration,Executive,2.56,105479,0.0825,96775,0.7904,76494,62,0.8461,0.8001,1780.46,0.0822,0.8263,0.5559,0.8402,high 9152,Mozambique,2022,rural,Finance,Director,31.29,330919,0.3154,226543,0.1644,37249,16,0.4874,0.676,371.63,0.0634,0.3638,0.1858,0.4086,low 9153,Nigeria,2018,rural,Infrastructure,Junior,198.33,4266937,0.2502,3199477,0.2989,956192,23,0.6093,0.7742,264.14,0.0581,0.6941,0.3694,0.5421,moderate 9154,Tanzania,2020,remote,Security,Junior,59.53,1028990,0.2583,763168,0.2442,186377,21,0.6381,0.7216,242.68,0.0581,0.6431,0.3528,0.5068,moderate 9155,Ghana,2018,capital,Security,Junior,30.01,675545,0.1258,590582,0.5133,303159,38,0.5782,0.7151,221.5,0.0618,0.6109,0.3955,0.6498,moderate 9156,Uganda,2021,rural,Administration,Executive,44.58,365053,0.2667,267678,0.2264,60607,16,0.5647,0.811,819.59,0.0563,0.676,0.4353,0.5127,moderate 9157,Rwanda,2020,capital,Health,Junior,12.73,370014,0.0601,347760,0.668,232294,60,0.691,0.8494,612.47,0.0947,0.95,0.536,0.828,high 9158,Kenya,2020,urban,Health,Junior,50.61,1684895,0.0867,1538850,0.619,952532,50,0.7654,0.7669,521.22,0.0831,0.95,0.734,0.7915,high 9159,Mozambique,2025,rural,Administration,Senior,33.89,288566,0.2199,225097,0.1913,43050,22,0.5077,0.6781,180.51,0.0593,0.4409,0.1722,0.4608,low 9160,Tanzania,2024,urban,Health,Mid_Level,67.0,1168962,0.1259,1021778,0.4564,466364,21,0.5279,0.8053,194.93,0.06,0.659,0.344,0.6062,moderate 9161,Senegal,2023,remote,Education,Mid_Level,17.53,419689,0.1652,350340,0.2392,83802,30,0.5569,0.7749,284.89,0.0597,0.6401,0.3732,0.5611,moderate 9162,Mozambique,2020,rural,Security,Mid_Level,29.66,306273,0.2766,221570,0.2148,47593,16,0.5219,0.6068,114.58,0.0583,0.3453,0.2218,0.4223,low 9163,Botswana,2019,capital,Finance,Mid_Level,2.41,97405,0.071,90489,0.7897,71460,64,0.8569,0.9252,368.35,0.0682,0.8421,0.636,0.8763,high 9164,South Africa,2019,capital,Security,Junior,59.58,3299613,0.1221,2896575,0.5994,1736253,71,0.7075,0.9138,498.64,0.0889,0.8524,0.6407,0.8332,high 9165,Ethiopia,2024,urban,Education,Junior,126.0,1434033,0.2464,1080743,0.3274,353872,10,0.4852,0.6687,122.18,0.0708,0.3606,0.1676,0.4484,low 9166,Rwanda,2018,urban,Education,Junior,12.14,380757,0.0782,350964,0.5709,200373,72,0.7479,0.8443,359.72,0.0795,0.834,0.6087,0.8241,high 9167,Mozambique,2023,rural,Security,Director,32.13,362570,0.2607,268030,0.2104,56389,20,0.5786,0.6273,213.03,0.0615,0.4267,0.1958,0.4437,low 9168,Mozambique,2024,rural,Administration,Junior,33.0,352905,0.242,267516,0.2067,55304,15,0.523,0.6312,115.93,0.0519,0.4301,0.1611,0.4325,low 9169,Tanzania,2018,capital,Justice,Junior,56.11,920956,0.1014,827538,0.3742,309662,26,0.6075,0.7001,191.77,0.0682,0.56,0.3407,0.5783,moderate 9170,Kenya,2019,capital,Security,Mid_Level,49.57,1698880,0.1003,1528565,0.6975,1066235,60,0.6455,0.8288,412.72,0.0804,0.8423,0.5899,0.8169,high 9171,Nigeria,2019,urban,Infrastructure,Mid_Level,203.29,3690786,0.1828,3016266,0.4672,1409266,26,0.6358,0.8231,234.55,0.0591,0.556,0.4618,0.6114,moderate 9172,Botswana,2022,rural,Education,Junior,2.52,123134,0.1024,110525,0.5679,62766,67,0.6844,0.9329,356.86,0.0731,0.95,0.6579,0.8346,high 9173,Uganda,2025,remote,ICT,Mid_Level,50.57,392982,0.2886,279569,0.1713,47895,26,0.6867,0.7582,263.94,0.059,0.6676,0.3359,0.4998,low 9174,Botswana,2018,capital,Health,Junior,2.38,113389,0.09,103179,0.6858,70757,48,0.7888,0.7928,584.09,0.0935,0.95,0.5433,0.7872,high 9175,Rwanda,2024,urban,Education,Mid_Level,14.0,466795,0.0808,429099,0.65,278898,91,0.7959,0.89,567.93,0.0894,0.8691,0.7404,0.9142,high 9176,Uganda,2019,rural,Health,Junior,41.86,366152,0.2419,277578,0.2716,75384,24,0.614,0.7454,288.89,0.0551,0.6908,0.3719,0.5355,moderate 9177,Ghana,2019,capital,Education,Junior,30.64,829476,0.1058,741702,0.5918,438957,27,0.5639,0.8224,224.02,0.0578,0.6377,0.4513,0.6713,high 9178,Senegal,2023,capital,Social_Services,Junior,17.53,431931,0.1156,382007,0.4361,166605,32,0.6886,0.787,265.52,0.071,0.5678,0.4552,0.6305,moderate 9179,Ghana,2024,urban,Health,Senior,34.0,877571,0.1123,779009,0.5683,442709,34,0.6055,0.7864,379.87,0.0681,0.6834,0.3598,0.6713,high 9180,Mozambique,2018,rural,Social_Services,Mid_Level,28.12,303100,0.2351,231855,0.1892,43866,21,0.6225,0.6176,97.54,0.0629,0.3371,0.1671,0.4341,low 9181,Kenya,2022,capital,Health,Junior,52.76,1662218,0.081,1527604,0.6539,998837,37,0.5952,0.8828,487.34,0.0641,0.8622,0.7496,0.7793,high 9182,South Africa,2018,urban,Health,Mid_Level,59.11,2951534,0.1084,2631694,0.6616,1741127,49,0.7843,0.8813,434.93,0.0813,0.8961,0.5299,0.7856,high 9183,Tanzania,2019,rural,Education,Junior,57.79,976941,0.1649,815852,0.2488,203006,30,0.6977,0.7104,203.02,0.0702,0.6987,0.3627,0.5587,moderate 9184,Senegal,2024,capital,Education,Senior,18.0,363985,0.0821,334091,0.4266,142527,28,0.6344,0.8194,441.54,0.0676,0.6647,0.3467,0.6302,moderate 9185,Uganda,2022,capital,Security,Mid_Level,46.01,360025,0.1788,295649,0.4171,123327,16,0.6396,0.7083,216.6,0.066,0.6351,0.4297,0.5623,moderate 9186,Senegal,2023,rural,Agriculture,Junior,17.53,439656,0.1308,382145,0.3316,126737,36,0.5725,0.7466,176.31,0.05,0.6322,0.4583,0.6112,moderate 9187,South Africa,2024,capital,Justice,Junior,62.0,2895413,0.1174,2555542,0.7833,2001823,57,0.6638,0.7923,435.44,0.0723,0.95,0.6566,0.8385,high 9188,Tanzania,2021,rural,Justice,Junior,61.31,1076328,0.1765,886395,0.2583,228943,21,0.6653,0.6993,270.23,0.0639,0.643,0.3661,0.5288,moderate 9189,Uganda,2025,urban,Health,Senior,50.57,420951,0.1653,351367,0.3828,134516,18,0.553,0.8193,286.46,0.0667,0.6234,0.4733,0.5819,moderate 9190,Tanzania,2023,urban,Security,Senior,65.05,1135330,0.1142,1005664,0.4213,423642,24,0.6551,0.8141,322.64,0.055,0.6049,0.4086,0.6102,moderate 9191,Senegal,2023,urban,Health,Mid_Level,17.53,364604,0.1227,319873,0.4778,152829,34,0.7267,0.6762,205.93,0.0488,0.745,0.334,0.6331,moderate 9192,Kenya,2019,capital,Education,Mid_Level,49.57,1508334,0.0997,1357942,0.6179,839072,53,0.6538,0.7813,462.89,0.0641,0.8391,0.7441,0.7876,high 9193,South Africa,2023,rural,Finance,Junior,61.51,3634759,0.1895,2945826,0.4855,1430236,64,0.8643,0.9093,478.46,0.0829,0.7796,0.589,0.7572,high 9194,DRC,2018,urban,Agriculture,Junior,86.92,516712,0.2786,372754,0.224,83504,10,0.5364,0.5894,139.76,0.0657,0.3904,0.1946,0.4083,low 9195,DRC,2024,remote,Health,Mid_Level,105.0,617308,0.3382,408547,0.1117,45628,14,0.6367,0.6026,94.59,0.0616,0.3525,0.2334,0.3774,low 9196,South Africa,2019,remote,Health,Junior,59.58,3358389,0.2172,2628810,0.3985,1047590,72,0.8869,0.7938,543.43,0.0692,0.845,0.742,0.7531,high 9197,Ghana,2018,urban,ICT,Director,30.01,780302,0.1077,696276,0.4282,298119,34,0.7269,0.6796,665.72,0.0613,0.6112,0.4067,0.6188,moderate 9198,Botswana,2022,rural,Education,Mid_Level,2.52,119374,0.1014,107273,0.5187,55646,54,0.7223,0.8321,466.65,0.0766,0.7831,0.7439,0.7669,high 9199,Rwanda,2024,rural,Finance,Mid_Level,14.0,437219,0.1025,392387,0.4186,164266,58,0.7779,0.8748,648.27,0.0879,0.95,0.7179,0.772,high 9200,Kenya,2020,rural,Health,Junior,50.61,1855435,0.1309,1612538,0.4759,767381,37,0.5639,0.8995,640.79,0.0865,0.85,0.6355,0.7122,high 9201,Mozambique,2024,capital,Social_Services,Junior,33.0,350323,0.2137,275442,0.2612,71934,13,0.4923,0.6088,94.4,0.0674,0.3769,0.1748,0.4408,low 9202,Ethiopia,2019,rural,Health,Junior,111.37,1429639,0.2934,1010224,0.2335,235879,14,0.5578,0.6066,154.5,0.0599,0.3542,0.209,0.4173,low 9203,Mozambique,2023,urban,Health,Junior,32.13,291260,0.1617,244169,0.277,67635,13,0.5698,0.5943,90.9,0.0482,0.3336,0.2317,0.457,low 9204,Tanzania,2018,rural,Education,Senior,56.11,887686,0.1482,756144,0.3212,242857,29,0.6462,0.8233,450.85,0.0543,0.718,0.4257,0.6036,moderate 9205,Ghana,2025,remote,Education,Senior,34.71,864157,0.1803,708358,0.2969,210327,36,0.6418,0.7762,263.85,0.0708,0.6043,0.4287,0.5889,moderate 9206,Senegal,2018,rural,Health,Junior,15.34,363333,0.1279,316857,0.3172,100501,25,0.5422,0.7176,214.47,0.0711,0.6551,0.3765,0.5706,moderate 9207,Rwanda,2024,capital,Agriculture,Senior,14.0,438767,0.0749,405922,0.7193,291965,81,0.7376,0.8938,951.29,0.0898,0.9228,0.5973,0.8997,high 9208,Ghana,2018,urban,Justice,Mid_Level,30.01,697957,0.1423,598649,0.5382,322163,43,0.7715,0.7982,287.25,0.0496,0.7357,0.4021,0.69,high 9209,DRC,2024,remote,Education,Junior,105.0,664946,0.3991,399541,0.1288,51468,10,0.5283,0.6782,137.86,0.0561,0.4024,0.209,0.3703,low 9210,Rwanda,2020,capital,Finance,Junior,12.73,347404,0.0587,327024,0.6212,203144,66,0.7375,0.9102,547.51,0.0853,0.95,0.6805,0.8552,high 9211,Ghana,2019,rural,Social_Services,Senior,30.64,825193,0.1735,682038,0.3454,235575,46,0.7778,0.822,267.56,0.0647,0.6247,0.3965,0.6334,moderate 9212,Rwanda,2018,rural,Administration,Junior,12.14,354631,0.0828,325274,0.4878,158680,86,0.8052,0.861,471.04,0.0947,0.8192,0.6435,0.8417,high 9213,Ethiopia,2022,capital,Social_Services,Junior,119.93,1256333,0.197,1008794,0.2916,294134,11,0.4862,0.6967,145.31,0.0639,0.4004,0.1616,0.4618,low 9214,Rwanda,2021,remote,Social_Services,Senior,13.04,389173,0.1299,338608,0.3406,115331,92,0.9192,0.8678,952.82,0.0756,0.8704,0.7473,0.8246,high 9215,Mozambique,2024,urban,Agriculture,Senior,33.0,343035,0.1987,274859,0.2467,67802,19,0.6372,0.6483,161.61,0.0516,0.3501,0.1899,0.4607,low 9216,Ghana,2023,rural,Education,Junior,33.3,897710,0.1986,719400,0.3621,260502,33,0.6169,0.8033,178.26,0.0507,0.5853,0.47,0.5994,moderate 9217,Mozambique,2022,urban,Agriculture,Mid_Level,31.29,309674,0.2034,246671,0.2927,72202,13,0.5416,0.632,114.69,0.061,0.39,0.2181,0.4604,low 9218,Ethiopia,2024,rural,Infrastructure,Junior,126.0,1697762,0.3505,1102732,0.2015,222210,16,0.6046,0.6057,118.75,0.0698,0.3482,0.2053,0.399,low 9219,Rwanda,2020,rural,Education,Junior,12.73,369721,0.1047,331006,0.396,131084,62,0.6897,0.8768,441.16,0.0842,0.8838,0.6407,0.7618,high 9220,Ethiopia,2023,rural,Health,Senior,122.93,1320793,0.301,923238,0.2271,209658,12,0.6236,0.628,195.81,0.0679,0.3424,0.2069,0.4106,low 9221,Mozambique,2022,remote,Health,Mid_Level,31.29,271916,0.3758,169717,0.1576,26742,12,0.5027,0.6734,119.56,0.058,0.3646,0.1812,0.381,low 9222,Kenya,2021,capital,Health,Junior,51.68,1979026,0.0952,1790596,0.5721,1024344,44,0.579,0.8094,525.0,0.0818,0.95,0.7344,0.7691,high 9223,Senegal,2021,rural,Health,Director,16.62,407177,0.1461,347686,0.3577,124351,39,0.716,0.6948,661.63,0.0682,0.6417,0.4128,0.6101,moderate 9224,Uganda,2023,urban,Social_Services,Mid_Level,47.48,401800,0.1992,321770,0.404,129990,17,0.5489,0.7711,254.77,0.0551,0.7175,0.347,0.5658,moderate 9225,Tanzania,2023,capital,Social_Services,Mid_Level,65.05,1035891,0.1296,901592,0.4437,400040,19,0.6344,0.8088,226.29,0.0703,0.6601,0.4154,0.6049,moderate 9226,South Africa,2021,urban,Education,Junior,60.54,3464294,0.1341,2999834,0.628,1884031,53,0.7539,0.8058,445.97,0.0865,0.9193,0.7706,0.7959,high 9227,Ethiopia,2023,remote,Infrastructure,Mid_Level,122.93,1471858,0.356,947825,0.1692,160361,15,0.6055,0.7054,125.33,0.0606,0.4243,0.2047,0.4095,low 9228,Nigeria,2023,rural,Education,Mid_Level,224.39,4985642,0.1923,4027025,0.3383,1362417,28,0.6818,0.7056,296.76,0.057,0.6641,0.3393,0.5627,moderate 9229,Rwanda,2019,remote,Finance,Junior,12.43,348033,0.1229,305259,0.3429,104672,70,0.707,0.9008,468.65,0.094,0.9014,0.7483,0.7801,high 9230,DRC,2018,rural,Health,Junior,86.92,535252,0.3561,344629,0.1479,50979,14,0.6268,0.6431,110.31,0.0592,0.4162,0.205,0.3915,low 9231,Ghana,2021,rural,Justice,Junior,31.94,855459,0.1564,721631,0.3606,260205,42,0.6129,0.7861,256.71,0.0505,0.7195,0.4195,0.6379,moderate 9232,Botswana,2018,rural,Health,Junior,2.38,108753,0.1067,97145,0.526,51099,49,0.6026,0.8885,500.39,0.0945,0.8462,0.7539,0.7706,high 9233,Nigeria,2018,capital,Infrastructure,Mid_Level,198.33,3537837,0.1389,3046505,0.4375,1332698,25,0.5783,0.6832,276.01,0.0518,0.5928,0.4666,0.5956,moderate 9234,DRC,2024,capital,Security,Senior,105.0,578194,0.2606,427522,0.2424,103613,10,0.5565,0.6842,166.74,0.0579,0.4048,0.2094,0.4345,low 9235,Nigeria,2020,capital,Administration,Mid_Level,208.37,3732181,0.1353,3227265,0.4066,1312082,36,0.607,0.7289,198.83,0.0708,0.6098,0.3317,0.6113,moderate 9236,Botswana,2018,urban,Health,Director,2.38,103137,0.0793,94959,0.7867,74701,60,0.7344,0.8062,1320.86,0.0706,0.9114,0.6766,0.8566,high 9237,Ethiopia,2019,capital,Social_Services,Junior,111.37,1387156,0.1875,1127026,0.3013,339558,18,0.6336,0.6905,125.47,0.0583,0.3823,0.2145,0.4867,low 9238,Uganda,2020,urban,Health,Mid_Level,43.2,367671,0.17,305163,0.3868,118048,26,0.6083,0.7777,279.77,0.0632,0.6981,0.4401,0.5997,moderate 9239,Kenya,2024,capital,Education,Junior,55.0,1757634,0.0862,1606197,0.5605,900333,50,0.7064,0.7834,413.81,0.0842,0.95,0.7483,0.7809,high 9240,DRC,2020,remote,Health,Junior,92.57,514557,0.387,315411,0.1117,35225,14,0.5731,0.6562,112.48,0.0501,0.3639,0.1617,0.3672,low 9241,DRC,2021,capital,Finance,Mid_Level,95.53,626680,0.2035,499170,0.2298,114708,12,0.5127,0.6543,124.34,0.0586,0.4475,0.2393,0.4534,low 9242,Mozambique,2019,urban,Administration,Director,28.88,266828,0.2072,211540,0.247,52252,16,0.4798,0.68,236.57,0.0646,0.34,0.1874,0.4547,low 9243,South Africa,2024,rural,Health,Senior,62.0,3597043,0.1359,3108194,0.4139,1286577,57,0.7214,0.7754,851.06,0.0702,0.8217,0.7768,0.7382,high 9244,South Africa,2018,remote,Social_Services,Junior,59.11,3390609,0.199,2716021,0.3258,884819,63,0.8646,0.8466,573.66,0.0696,0.8536,0.6581,0.7174,high 9245,Kenya,2018,rural,Health,Director,48.55,1779960,0.1143,1576487,0.4735,746480,66,0.7794,0.934,1008.7,0.0874,0.95,0.5744,0.7973,high 9246,Senegal,2022,rural,Social_Services,Junior,17.07,403537,0.1691,335285,0.3227,108186,25,0.5578,0.7763,192.67,0.0609,0.6309,0.4193,0.5724,moderate 9247,Ethiopia,2022,urban,Administration,Junior,119.93,1557504,0.2618,1149672,0.3203,368197,16,0.5941,0.6382,111.03,0.0664,0.433,0.2385,0.4675,low 9248,Uganda,2022,rural,Security,Senior,46.01,402009,0.2354,307372,0.246,75613,15,0.5499,0.7607,421.28,0.0525,0.5799,0.4351,0.5058,moderate 9249,Mozambique,2018,remote,Social_Services,Junior,28.12,278721,0.2907,197703,0.1205,23825,16,0.4917,0.7103,151.91,0.0645,0.3967,0.1963,0.4133,low 9250,Senegal,2023,capital,ICT,Junior,17.53,378861,0.0829,347461,0.5005,173895,37,0.6808,0.682,283.65,0.0512,0.7091,0.4736,0.6675,high 9251,Mozambique,2021,rural,Administration,Mid_Level,30.47,329790,0.2636,242868,0.2123,51566,14,0.473,0.6866,107.85,0.0716,0.4262,0.2204,0.4398,low 9252,Botswana,2021,urban,Education,Director,2.49,97139,0.0873,88658,0.6092,54006,70,0.6757,0.7842,1419.94,0.0763,0.9012,0.6468,0.8279,high 9253,South Africa,2025,urban,Health,Mid_Level,62.5,3165403,0.1075,2825263,0.6425,1815330,56,0.759,0.822,633.11,0.0661,0.8784,0.6151,0.7964,high 9254,Kenya,2019,capital,Infrastructure,Mid_Level,49.57,1813068,0.0738,1679250,0.5731,962388,56,0.7704,0.8298,582.73,0.0818,0.9394,0.6383,0.7971,high 9255,Senegal,2022,urban,Justice,Senior,17.07,416385,0.1269,363530,0.419,152331,28,0.533,0.768,413.61,0.0604,0.633,0.4687,0.6184,moderate 9256,Senegal,2025,urban,Education,Junior,18.49,466495,0.0934,422937,0.4615,195176,39,0.5777,0.6899,282.49,0.0673,0.6965,0.451,0.6578,high 9257,Nigeria,2020,capital,Finance,Junior,208.37,4454689,0.1165,3935887,0.5032,1980397,34,0.7087,0.8233,180.43,0.0571,0.6666,0.3975,0.6616,high 9258,South Africa,2019,rural,Social_Services,Director,59.58,3231729,0.1319,2805323,0.4599,1290224,42,0.7241,0.8524,1323.28,0.0819,0.95,0.759,0.7357,high 9259,DRC,2022,urban,Education,Mid_Level,98.59,554348,0.264,407992,0.1972,80459,9,0.5831,0.6888,148.81,0.0594,0.3424,0.2276,0.4161,low 9260,DRC,2020,rural,Education,Mid_Level,92.57,631164,0.3386,417457,0.171,71369,11,0.5964,0.6204,102.06,0.0583,0.4034,0.1962,0.3886,low 9261,Tanzania,2020,urban,Finance,Mid_Level,59.53,1172280,0.1611,983469,0.3462,340471,32,0.6404,0.7185,310.59,0.0537,0.65,0.4659,0.5957,moderate 9262,Tanzania,2018,rural,Education,Junior,56.11,1007809,0.1908,815484,0.2659,216845,29,0.5794,0.713,264.14,0.0561,0.6123,0.3997,0.5494,moderate 9263,South Africa,2025,rural,Health,Junior,62.5,3477493,0.1648,2904296,0.4611,1339261,77,0.9112,0.8196,501.5,0.078,0.9346,0.5272,0.7857,high 9264,DRC,2019,urban,Security,Junior,89.7,532895,0.2718,388046,0.21,81502,14,0.6259,0.6917,104.01,0.0695,0.3661,0.1651,0.4264,low 9265,Ethiopia,2023,rural,Health,Director,122.93,1468259,0.2881,1045322,0.184,192304,12,0.6114,0.6077,298.55,0.0714,0.4277,0.2114,0.409,low 9266,Nigeria,2023,urban,Social_Services,Mid_Level,224.39,3917666,0.1342,3391724,0.4669,1583506,29,0.6989,0.8045,264.91,0.0716,0.5529,0.3848,0.6201,moderate 9267,Ghana,2018,capital,Infrastructure,Senior,30.01,769580,0.1018,691207,0.6258,432589,37,0.6202,0.7667,266.91,0.0599,0.6036,0.4448,0.6933,high 9268,Ethiopia,2023,remote,Health,Junior,122.93,1360955,0.4245,783188,0.1771,138692,17,0.5579,0.6501,101.52,0.0635,0.4458,0.1736,0.3901,low 9269,Uganda,2019,urban,Social_Services,Mid_Level,41.86,354707,0.201,283414,0.3132,88777,24,0.6771,0.6825,246.26,0.0675,0.6112,0.333,0.5349,moderate 9270,Rwanda,2021,capital,Agriculture,Senior,13.04,381480,0.0667,356022,0.6638,236317,77,0.8699,0.8787,861.41,0.0811,0.8438,0.5891,0.8669,high 9271,Senegal,2024,rural,Education,Junior,18.0,386752,0.1716,320376,0.3626,116171,25,0.5417,0.6945,285.65,0.0597,0.7438,0.3824,0.577,moderate 9272,Botswana,2024,rural,ICT,Mid_Level,2.6,102297,0.1368,88298,0.4794,42330,84,0.8394,0.8327,368.97,0.0884,0.95,0.7746,0.843,high 9273,South Africa,2021,rural,Justice,Mid_Level,60.54,3426666,0.1542,2898355,0.5192,1504787,76,0.689,0.8402,390.54,0.0722,0.946,0.6244,0.8143,high 9274,Mozambique,2019,rural,Administration,Junior,28.88,275345,0.2288,212355,0.1792,38054,19,0.5152,0.5862,143.83,0.068,0.3733,0.2324,0.4336,low 9275,Kenya,2018,urban,Finance,Junior,48.55,1587146,0.086,1450652,0.5295,768116,59,0.8214,0.9329,500.44,0.0769,0.95,0.7218,0.8155,high 9276,Ethiopia,2021,urban,Health,Junior,117.0,1604737,0.2468,1208686,0.2797,338117,16,0.497,0.7092,123.65,0.0663,0.4076,0.2081,0.4662,low 9277,Senegal,2022,capital,Infrastructure,Executive,17.07,325449,0.0946,294670,0.5483,161560,36,0.5817,0.6985,985.29,0.0546,0.5859,0.4526,0.6621,high 9278,Nigeria,2023,urban,Health,Junior,224.39,4009298,0.1461,3423579,0.3983,1363624,25,0.5493,0.6866,186.98,0.0715,0.581,0.3419,0.5708,moderate 9279,Senegal,2019,urban,ICT,Mid_Level,15.76,395202,0.099,356069,0.4891,174159,24,0.6094,0.7906,192.73,0.0583,0.5896,0.3859,0.6237,moderate 9280,South Africa,2019,rural,Health,Junior,59.58,2698830,0.1792,2215133,0.4213,933280,68,0.785,0.7797,552.79,0.0941,0.95,0.5342,0.7459,high 9281,Mozambique,2020,remote,Education,Mid_Level,29.66,339661,0.3218,230372,0.1595,36741,15,0.4935,0.5861,120.09,0.0496,0.4174,0.2286,0.3994,low 9282,DRC,2023,urban,Education,Director,101.74,598753,0.2206,466655,0.1945,90744,9,0.5034,0.6409,344.06,0.0596,0.3486,0.1818,0.4151,low 9283,Nigeria,2024,rural,Infrastructure,Senior,230.0,4968127,0.2263,3843975,0.2882,1107650,25,0.5259,0.7318,414.0,0.0517,0.6428,0.3203,0.534,moderate 9284,Tanzania,2025,urban,Agriculture,Senior,69.01,1176086,0.1253,1028741,0.3456,355530,30,0.6055,0.6979,272.6,0.0508,0.6805,0.4517,0.598,moderate 9285,Ghana,2023,capital,Finance,Junior,33.3,955853,0.0952,864858,0.5372,464569,32,0.5725,0.7952,216.35,0.0599,0.5547,0.3625,0.6515,high 9286,DRC,2018,urban,Finance,Junior,86.92,472099,0.2794,340214,0.2013,68479,9,0.4926,0.6603,115.2,0.0516,0.3437,0.1859,0.405,low 9287,Nigeria,2024,urban,Infrastructure,Senior,230.0,4598799,0.1863,3741963,0.4033,1509244,21,0.5446,0.7771,375.14,0.0657,0.7009,0.4415,0.5876,moderate 9288,Ethiopia,2019,capital,Social_Services,Mid_Level,111.37,1450775,0.2208,1130387,0.2658,300473,13,0.6231,0.708,130.5,0.0586,0.3941,0.2252,0.4619,low 9289,Ghana,2019,remote,Health,Executive,30.64,788332,0.1959,633919,0.233,147710,40,0.7499,0.7917,850.09,0.0662,0.6923,0.3204,0.5793,moderate 9290,DRC,2019,rural,Administration,Mid_Level,89.7,585729,0.3491,381240,0.1442,54966,10,0.5055,0.6957,104.95,0.0677,0.3889,0.2015,0.3872,low 9291,Uganda,2022,capital,Health,Senior,46.01,394529,0.2002,315552,0.3875,122278,18,0.5606,0.6786,326.41,0.0523,0.5549,0.4228,0.5414,moderate 9292,Tanzania,2024,rural,Agriculture,Mid_Level,67.0,1340512,0.201,1071104,0.2796,299506,32,0.6393,0.8069,278.02,0.0605,0.678,0.4341,0.5819,moderate 9293,DRC,2019,rural,Finance,Senior,89.7,575833,0.2705,420097,0.1585,66573,11,0.4681,0.6176,230.84,0.0612,0.4083,0.1647,0.3994,low 9294,Ghana,2024,capital,Education,Junior,34.0,917262,0.1138,812837,0.4924,400270,44,0.6929,0.6795,199.66,0.0687,0.7285,0.4134,0.6708,high 9295,DRC,2025,urban,Security,Director,108.36,730388,0.2772,527917,0.2137,112822,12,0.4817,0.6311,297.17,0.0534,0.3625,0.2011,0.4151,low 9296,Rwanda,2023,rural,Justice,Mid_Level,13.67,396598,0.1066,354314,0.4801,170099,78,0.8043,0.8041,532.98,0.0736,0.8447,0.735,0.8169,high 9297,Ghana,2025,urban,Justice,Junior,34.71,775281,0.1379,668386,0.449,300101,48,0.6566,0.8165,280.44,0.057,0.7101,0.361,0.6774,high 9298,Ethiopia,2024,urban,Health,Mid_Level,126.0,1654337,0.1827,1352102,0.3146,425425,12,0.6082,0.6843,111.62,0.0591,0.3957,0.1943,0.4746,low 9299,Kenya,2023,remote,Administration,Junior,53.87,2000171,0.1619,1676295,0.3552,595406,66,0.7607,0.773,466.32,0.0643,0.95,0.6298,0.7372,high 9300,Rwanda,2021,capital,Justice,Mid_Level,13.04,389130,0.0779,358827,0.5681,203843,71,0.8886,0.9333,580.15,0.0651,0.787,0.675,0.8363,high 9301,Nigeria,2019,remote,Finance,Mid_Level,203.29,4540450,0.2847,3247674,0.2458,798326,25,0.5533,0.7185,216.05,0.048,0.6829,0.4354,0.5224,moderate 9302,Tanzania,2021,capital,Education,Junior,61.31,1088298,0.1251,952139,0.4847,461472,30,0.5417,0.7146,206.88,0.0584,0.6468,0.3951,0.6263,moderate 9303,Nigeria,2019,urban,Health,Junior,203.29,4565491,0.1398,3927103,0.4309,1692218,37,0.6444,0.6755,286.74,0.0585,0.6615,0.3597,0.6187,moderate 9304,Senegal,2020,capital,Finance,Executive,16.18,342273,0.1122,303871,0.5306,161247,25,0.6561,0.809,1271.51,0.0534,0.5771,0.3427,0.6304,moderate 9305,Senegal,2024,urban,Agriculture,Junior,18.0,395769,0.0996,356364,0.4536,161629,35,0.7242,0.8042,267.53,0.0524,0.5716,0.3782,0.6416,moderate 9306,Mozambique,2021,rural,Security,Senior,30.47,319437,0.311,220089,0.1633,35939,22,0.5609,0.6692,167.1,0.0672,0.3531,0.2,0.4238,low 9307,Rwanda,2022,capital,Justice,Junior,13.35,455492,0.0575,429279,0.6727,288769,52,0.7465,0.7716,631.74,0.0678,0.9373,0.5745,0.8007,high 9308,Botswana,2022,capital,Justice,Mid_Level,2.52,115500,0.0834,105866,0.7117,75344,81,0.8089,0.9207,579.58,0.0788,0.9255,0.5508,0.8953,high 9309,Botswana,2023,urban,Agriculture,Junior,2.56,110836,0.0795,102024,0.6439,65696,65,0.6646,0.8015,465.62,0.0855,0.9244,0.7008,0.8364,high 9310,Senegal,2024,rural,Health,Junior,18.0,378043,0.1587,318029,0.2947,93718,25,0.6694,0.811,296.43,0.0566,0.6534,0.3729,0.5708,moderate 9311,Ethiopia,2019,rural,Social_Services,Junior,111.37,1326758,0.2862,947039,0.2099,198758,15,0.518,0.6601,96.54,0.0517,0.369,0.2217,0.4265,low 9312,Ethiopia,2018,urban,Social_Services,Junior,108.65,1488709,0.2595,1102347,0.3288,362418,16,0.501,0.6726,95.2,0.0594,0.3432,0.182,0.4607,low 9313,South Africa,2025,urban,Education,Senior,62.5,3542176,0.1027,3178235,0.6417,2039423,58,0.7539,0.8074,710.69,0.0925,0.9123,0.6614,0.8082,high 9314,South Africa,2019,capital,ICT,Mid_Level,59.58,2744605,0.0969,2478652,0.6995,1733843,67,0.6867,0.815,618.93,0.0766,0.95,0.5745,0.8428,high 9315,Nigeria,2018,rural,Finance,Mid_Level,198.33,3765043,0.2443,2845096,0.2798,796109,22,0.6718,0.8124,232.99,0.0489,0.6256,0.3234,0.5306,moderate 9316,South Africa,2022,rural,Education,Mid_Level,61.02,3110011,0.167,2590774,0.4624,1197900,65,0.7869,0.7804,508.71,0.0643,0.95,0.5951,0.7579,high 9317,Kenya,2023,urban,Security,Junior,53.87,2051383,0.0922,1862208,0.6497,1209845,57,0.693,0.8936,552.26,0.0762,0.9338,0.5416,0.8134,high 9318,Tanzania,2025,capital,Security,Senior,69.01,1277059,0.1291,1112192,0.418,464846,29,0.6176,0.6908,358.56,0.0539,0.5596,0.4257,0.5969,moderate 9319,DRC,2019,urban,Health,Senior,89.7,477392,0.2646,351082,0.2153,75576,15,0.5276,0.6335,132.52,0.0572,0.4087,0.2049,0.4315,low 9320,Mozambique,2021,rural,Health,Director,30.47,349068,0.2695,255001,0.1699,43319,20,0.5581,0.6565,352.37,0.0591,0.3561,0.2342,0.4326,low 9321,Rwanda,2018,urban,Finance,Mid_Level,12.14,359091,0.0657,335511,0.5542,185945,76,0.6895,0.8161,350.76,0.0739,0.8583,0.6374,0.8341,high 9322,Botswana,2023,urban,Administration,Junior,2.56,114635,0.0831,105108,0.775,81460,62,0.8252,0.8769,609.59,0.0718,0.8465,0.6372,0.8579,high 9323,Mozambique,2021,rural,Education,Mid_Level,30.47,283302,0.2844,202735,0.1774,35955,20,0.5409,0.6042,119.39,0.0535,0.3799,0.1652,0.4184,low 9324,Ethiopia,2024,rural,Education,Junior,126.0,1706618,0.2696,1246588,0.1922,239652,14,0.5982,0.6449,114.44,0.0584,0.3845,0.1875,0.4196,low 9325,Nigeria,2019,urban,Finance,Mid_Level,203.29,4493241,0.1867,3654183,0.3921,1432711,38,0.5818,0.8059,212.46,0.0662,0.6806,0.3484,0.6201,moderate 9326,Uganda,2018,rural,Education,Mid_Level,40.56,286241,0.2811,205777,0.2594,53381,24,0.5234,0.6915,211.2,0.0515,0.6054,0.3868,0.5075,moderate 9327,Kenya,2019,rural,Security,Mid_Level,49.57,1883155,0.1234,1650842,0.4105,677658,41,0.6635,0.7805,556.89,0.0958,0.95,0.699,0.7063,high 9328,Rwanda,2024,rural,Agriculture,Director,14.0,473925,0.0999,426571,0.4639,197876,86,0.7496,0.9047,1269.45,0.0743,0.9042,0.7538,0.8575,high 9329,Uganda,2021,rural,Finance,Junior,44.58,303878,0.2074,240848,0.2413,58108,19,0.533,0.7139,238.83,0.0616,0.6818,0.3332,0.5145,moderate 9330,Nigeria,2023,capital,Education,Junior,224.39,3939506,0.1157,3483660,0.4509,1570687,27,0.6598,0.7809,213.05,0.0591,0.7194,0.4067,0.631,moderate 9331,Senegal,2023,urban,Finance,Junior,17.53,389704,0.1163,344364,0.4777,164494,34,0.6756,0.7391,306.66,0.0708,0.6387,0.4085,0.6409,moderate 9332,Senegal,2024,rural,Health,Mid_Level,18.0,353957,0.1458,302334,0.3753,113476,27,0.5576,0.6951,196.61,0.0498,0.7368,0.3541,0.5882,moderate 9333,Botswana,2025,urban,Health,Junior,2.64,120705,0.0949,109244,0.6692,73111,87,0.7389,0.9092,597.51,0.0657,0.8753,0.5805,0.893,high 9334,Uganda,2022,urban,Social_Services,Director,46.01,367857,0.2048,292524,0.3791,110907,28,0.5227,0.6972,604.6,0.0719,0.5551,0.4189,0.5656,moderate 9335,DRC,2021,capital,Education,Director,95.53,498953,0.2284,384993,0.2443,94039,14,0.5165,0.6646,315.91,0.0682,0.4199,0.2056,0.4512,low 9336,DRC,2023,remote,Health,Junior,101.74,559583,0.4457,310176,0.114,35349,11,0.573,0.6786,130.64,0.071,0.4187,0.2218,0.3604,low 9337,DRC,2020,remote,Education,Senior,92.57,564417,0.4043,336211,0.1064,35758,11,0.5213,0.6889,205.48,0.0513,0.4343,0.231,0.3729,low 9338,Kenya,2019,rural,Education,Mid_Level,49.57,1875745,0.1447,1604355,0.4033,647075,47,0.6876,0.7969,566.38,0.0951,0.7735,0.6284,0.6919,high 9339,Tanzania,2020,remote,Security,Mid_Level,59.53,1170689,0.2049,930818,0.1919,178636,23,0.627,0.7407,268.56,0.0541,0.5642,0.3528,0.5071,moderate 9340,Kenya,2025,urban,Security,Mid_Level,56.15,1712199,0.08,1575266,0.6449,1015824,56,0.8096,0.8946,649.18,0.075,0.8492,0.6253,0.8129,high 9341,Tanzania,2021,urban,Education,Mid_Level,61.31,1019876,0.1455,871527,0.39,339909,26,0.6409,0.8066,299.05,0.067,0.6849,0.4253,0.6082,moderate 9342,Ghana,2020,rural,Education,Junior,31.29,879956,0.1359,760403,0.3666,278782,31,0.5747,0.7193,291.96,0.0497,0.7014,0.3985,0.6031,moderate 9343,Ghana,2019,rural,Education,Senior,30.64,828091,0.1552,699553,0.3232,226105,47,0.7663,0.7442,420.87,0.065,0.6121,0.3988,0.6222,moderate 9344,Ghana,2019,rural,Education,Mid_Level,30.64,762190,0.1615,639078,0.3186,203631,29,0.6659,0.8132,324.91,0.0557,0.5559,0.3696,0.5763,moderate 9345,Tanzania,2022,remote,Education,Mid_Level,63.15,1284341,0.1866,1044703,0.1872,195553,24,0.6261,0.7119,278.67,0.0657,0.5714,0.4351,0.5176,moderate 9346,South Africa,2019,remote,Security,Senior,59.58,2737160,0.1679,2277456,0.364,828881,51,0.766,0.77,726.22,0.0873,0.95,0.6901,0.706,high 9347,DRC,2022,capital,ICT,Mid_Level,98.59,515858,0.1908,417418,0.2231,93136,13,0.4719,0.6101,101.27,0.0533,0.4367,0.2325,0.449,low 9348,Mozambique,2020,rural,Education,Junior,29.66,271476,0.2471,204407,0.1726,35274,13,0.5221,0.713,103.56,0.0634,0.4246,0.179,0.4312,low 9349,Tanzania,2024,rural,Education,Director,67.0,1207875,0.1881,980697,0.3293,322962,19,0.6333,0.6872,450.99,0.0635,0.5712,0.4265,0.5357,moderate 9350,Uganda,2019,capital,Infrastructure,Senior,41.86,294786,0.1449,252060,0.3801,95800,20,0.5849,0.6781,478.45,0.0522,0.7095,0.4718,0.5786,moderate 9351,Senegal,2019,rural,Administration,Director,15.76,356879,0.1507,303092,0.345,104571,35,0.7303,0.709,812.42,0.0584,0.6348,0.4488,0.6008,moderate 9352,South Africa,2021,urban,Health,Mid_Level,60.54,2986939,0.1325,2591277,0.5598,1450598,60,0.7802,0.8392,529.22,0.0865,0.8325,0.5436,0.7703,high 9353,Mozambique,2022,urban,Security,Senior,31.29,320189,0.2215,249257,0.252,62802,22,0.5445,0.6939,214.27,0.0598,0.3333,0.1802,0.4681,low 9354,Tanzania,2024,urban,Finance,Mid_Level,67.0,1114119,0.1548,941684,0.4206,396101,19,0.5944,0.7479,249.63,0.0517,0.7108,0.4229,0.5895,moderate 9355,South Africa,2023,rural,Social_Services,Senior,61.51,2904589,0.1299,2527282,0.4036,1019973,51,0.6644,0.8912,621.16,0.0921,0.95,0.5922,0.7338,high 9356,Uganda,2019,urban,Health,Director,41.86,286574,0.2249,222133,0.3191,70892,20,0.5158,0.6894,659.65,0.0527,0.6989,0.4244,0.5393,moderate 9357,Ethiopia,2022,rural,Education,Director,119.93,1551277,0.288,1104441,0.221,244053,16,0.539,0.6337,254.62,0.0549,0.4049,0.1959,0.4284,low 9358,South Africa,2025,capital,Finance,Junior,62.5,3285286,0.1126,2915235,0.6821,1988368,58,0.7768,0.8416,423.27,0.0959,0.95,0.7262,0.8312,high 9359,Kenya,2020,capital,Justice,Senior,50.61,1794237,0.0683,1671744,0.5379,899157,38,0.7173,0.8484,917.44,0.087,0.9447,0.5408,0.7382,high 9360,Senegal,2023,capital,Education,Junior,17.53,415408,0.1084,370364,0.5624,208279,39,0.5787,0.7852,316.95,0.048,0.5782,0.4335,0.6799,high 9361,Tanzania,2024,rural,Security,Junior,67.0,1100323,0.1523,932738,0.2897,270199,24,0.5571,0.7982,219.48,0.056,0.6861,0.325,0.5652,moderate 9362,Botswana,2020,urban,Infrastructure,Mid_Level,2.45,105640,0.1054,94509,0.703,66438,54,0.6244,0.8488,539.85,0.0653,0.9459,0.5781,0.8141,high 9363,Rwanda,2021,rural,Finance,Junior,13.04,367882,0.088,335524,0.3715,124647,65,0.8588,0.8044,441.41,0.0937,0.9483,0.712,0.7701,high 9364,Uganda,2024,urban,Education,Junior,49.0,344015,0.2192,268621,0.321,86237,28,0.6028,0.7626,221.67,0.0481,0.6698,0.4725,0.5741,moderate 9365,Senegal,2019,rural,Finance,Senior,15.76,377526,0.1551,318973,0.3535,112742,28,0.5255,0.7818,263.49,0.0706,0.5698,0.3909,0.5829,moderate 9366,Nigeria,2024,rural,Agriculture,Junior,230.0,4416872,0.1732,3652039,0.3052,1114533,24,0.5856,0.7623,289.83,0.069,0.7097,0.3204,0.5604,moderate 9367,Tanzania,2023,urban,Health,Mid_Level,65.05,1083062,0.1175,955772,0.4422,422677,19,0.6118,0.8168,296.15,0.0593,0.7127,0.4197,0.6144,moderate 9368,Ghana,2020,rural,Infrastructure,Mid_Level,31.29,779758,0.164,651849,0.3978,259334,48,0.7695,0.8234,229.49,0.0652,0.601,0.3454,0.6466,moderate 9369,Rwanda,2023,capital,Health,Junior,13.67,469889,0.0665,438641,0.5942,260622,94,0.7989,0.9301,531.62,0.0706,0.88,0.6664,0.9111,high 9370,Tanzania,2018,urban,Education,Junior,56.11,1123778,0.1181,991009,0.3957,392148,24,0.6475,0.8138,206.21,0.0491,0.688,0.4475,0.615,moderate 9371,Uganda,2020,rural,Justice,Junior,43.2,352042,0.215,276363,0.2921,80723,17,0.4959,0.7869,226.01,0.0715,0.724,0.3764,0.5398,moderate 9372,Rwanda,2020,rural,Education,Mid_Level,12.73,413018,0.0986,372314,0.4928,183467,85,0.9152,0.8759,470.47,0.0846,0.7926,0.608,0.8325,high 9373,Senegal,2018,capital,Security,Director,15.34,341811,0.1199,300827,0.556,167274,34,0.6276,0.7688,664.59,0.0516,0.7378,0.4301,0.6762,high 9374,South Africa,2021,capital,Security,Junior,60.54,3351947,0.1084,2988687,0.6806,2034081,64,0.7048,0.8407,429.69,0.0891,0.7861,0.568,0.8146,high 9375,South Africa,2023,urban,Infrastructure,Junior,61.51,3680678,0.1099,3276306,0.7187,2354688,57,0.7811,0.8504,537.4,0.0693,0.8185,0.557,0.8098,high 9376,Rwanda,2021,urban,Social_Services,Mid_Level,13.04,370448,0.0849,338982,0.5444,184547,85,0.894,0.8847,419.14,0.08,0.8009,0.5893,0.8491,high 9377,Tanzania,2020,capital,Social_Services,Junior,59.53,953949,0.1006,857944,0.4853,416345,25,0.6872,0.8103,283.03,0.0506,0.6636,0.4004,0.6366,moderate 9378,Ethiopia,2025,urban,Finance,Senior,129.15,1396276,0.2442,1055237,0.2615,275925,16,0.6341,0.6353,211.04,0.0512,0.3467,0.1844,0.4427,low 9379,DRC,2024,urban,Education,Senior,105.0,683640,0.276,494978,0.2441,120807,14,0.5163,0.6424,159.39,0.0686,0.4458,0.2305,0.441,low 9380,Tanzania,2021,urban,Administration,Junior,61.31,1137967,0.1574,958873,0.3992,382736,32,0.565,0.6754,311.79,0.0675,0.7186,0.3244,0.5961,moderate 9381,DRC,2024,remote,Education,Senior,105.0,671870,0.3378,444886,0.1338,59512,14,0.5486,0.6716,188.23,0.0716,0.3396,0.1926,0.388,low 9382,Ethiopia,2021,capital,Education,Director,117.0,1437799,0.2311,1105482,0.2673,295529,14,0.6306,0.6008,260.82,0.0508,0.3386,0.2038,0.4384,low 9383,Senegal,2024,remote,Justice,Junior,18.0,422647,0.1715,350161,0.2631,92117,34,0.5746,0.7587,252.22,0.0549,0.6361,0.4065,0.576,moderate 9384,Uganda,2019,rural,Administration,Junior,41.86,312415,0.232,239923,0.2283,54766,24,0.5359,0.6866,230.23,0.065,0.5711,0.3676,0.5059,moderate 9385,Ghana,2024,remote,Social_Services,Mid_Level,34.0,892457,0.1788,732871,0.2719,199256,30,0.6727,0.8003,305.12,0.0607,0.6278,0.3535,0.5665,moderate 9386,Botswana,2019,capital,Health,Junior,2.41,93967,0.0852,85963,0.7108,61098,85,0.8906,0.7811,365.12,0.0938,0.8255,0.7169,0.8903,high 9387,South Africa,2023,urban,Infrastructure,Senior,61.51,3244796,0.1251,2838711,0.6126,1739091,58,0.6668,0.8938,673.36,0.072,0.9057,0.5212,0.7936,high 9388,Senegal,2023,capital,Agriculture,Junior,17.53,435236,0.09,396062,0.5503,217936,24,0.5083,0.7202,261.22,0.0571,0.6819,0.3272,0.634,moderate 9389,South Africa,2022,remote,Finance,Mid_Level,61.02,3506964,0.2168,2746758,0.3492,959055,47,0.6708,0.7736,534.6,0.094,0.8719,0.5975,0.6636,high 9390,Botswana,2019,capital,Health,Senior,2.41,110408,0.0884,100648,0.7356,74035,71,0.7196,0.8325,864.52,0.0667,0.95,0.6945,0.8786,high 9391,Nigeria,2021,remote,Security,Junior,213.58,4724575,0.2585,3503110,0.2572,901110,24,0.5754,0.729,194.94,0.0618,0.686,0.3508,0.5227,moderate 9392,Mozambique,2024,rural,Administration,Mid_Level,33.0,308535,0.2975,216757,0.1688,36589,14,0.594,0.6473,130.16,0.0685,0.3319,0.2219,0.4053,low 9393,Nigeria,2021,capital,Finance,Junior,213.58,3660634,0.1442,3132932,0.4842,1516863,30,0.6298,0.7308,296.36,0.0649,0.639,0.3892,0.6225,moderate 9394,Botswana,2018,urban,Education,Mid_Level,2.38,110249,0.0816,101258,0.6307,63862,71,0.696,0.9066,471.02,0.0784,0.9205,0.6944,0.8623,high 9395,DRC,2018,rural,Education,Mid_Level,86.92,479150,0.2704,349575,0.1392,48645,9,0.5866,0.6335,125.48,0.0599,0.3908,0.1915,0.3929,low 9396,Ethiopia,2024,remote,Security,Junior,126.0,1648780,0.3967,994708,0.1409,140168,19,0.5324,0.5862,125.03,0.0581,0.3512,0.1645,0.3731,low 9397,Tanzania,2020,capital,Security,Junior,59.53,1124862,0.1191,990840,0.391,387397,32,0.7063,0.7152,253.94,0.0628,0.6838,0.4324,0.6169,moderate 9398,South Africa,2018,urban,Finance,Junior,59.11,2985194,0.1213,2623051,0.5875,1540938,46,0.6125,0.907,479.7,0.0725,0.792,0.747,0.7715,high 9399,Ghana,2025,rural,Social_Services,Junior,34.71,820525,0.1418,704162,0.3592,252905,34,0.6687,0.7631,297.46,0.0667,0.5933,0.406,0.6037,moderate 9400,Nigeria,2019,rural,Health,Senior,203.29,3786477,0.2044,3012481,0.3335,1004664,33,0.6284,0.8173,416.39,0.0483,0.6129,0.4241,0.5911,moderate 9401,Rwanda,2023,capital,Health,Junior,13.67,395606,0.067,369117,0.6191,228514,74,0.8211,0.7771,445.92,0.0887,0.9411,0.5487,0.8386,high 9402,Nigeria,2021,rural,Finance,Junior,213.58,4284697,0.1821,3504657,0.339,1188072,34,0.6403,0.7897,206.95,0.065,0.7114,0.4721,0.611,moderate 9403,Nigeria,2019,urban,Security,Mid_Level,203.29,3587202,0.187,2916462,0.3691,1076457,36,0.6333,0.7482,281.42,0.053,0.6545,0.3651,0.5997,moderate 9404,DRC,2019,rural,Health,Mid_Level,89.7,569137,0.2823,408441,0.1702,69514,12,0.4708,0.688,89.3,0.0706,0.3597,0.1709,0.4082,low 9405,Mozambique,2020,rural,Justice,Senior,29.66,295662,0.2915,209470,0.2065,43259,16,0.5742,0.6254,226.71,0.0523,0.3816,0.2093,0.4217,low 9406,Ghana,2020,capital,Infrastructure,Mid_Level,31.29,777356,0.0938,704427,0.475,334618,42,0.6179,0.6989,295.39,0.06,0.6563,0.3429,0.6551,high 9407,Senegal,2024,rural,Security,Junior,18.0,360950,0.171,299241,0.2916,87246,33,0.6512,0.8169,205.83,0.0482,0.6323,0.3689,0.5853,moderate 9408,DRC,2020,rural,Administration,Senior,92.57,602408,0.3897,367671,0.1472,54135,8,0.5463,0.6282,143.35,0.0672,0.4339,0.2393,0.3709,low 9409,Botswana,2021,capital,Infrastructure,Senior,2.49,109996,0.0675,102572,0.7893,80959,67,0.7971,0.8815,653.22,0.0746,0.9418,0.6516,0.8895,high 9410,Uganda,2023,capital,Administration,Junior,47.48,384441,0.1931,310196,0.4113,127590,18,0.5387,0.7546,231.3,0.0512,0.6954,0.4492,0.5772,moderate 9411,Senegal,2022,rural,Social_Services,Junior,17.07,346150,0.1629,289773,0.2985,86489,32,0.6501,0.7139,314.52,0.0567,0.6311,0.4053,0.5746,moderate 9412,Kenya,2021,urban,Health,Mid_Level,51.68,1909083,0.0959,1725984,0.504,869856,64,0.8587,0.7812,401.83,0.0823,0.9231,0.548,0.7763,high 9413,Ghana,2021,urban,Social_Services,Junior,31.94,748264,0.141,642767,0.4765,306302,30,0.6059,0.744,211.63,0.068,0.6331,0.3342,0.6172,moderate 9414,Kenya,2024,urban,Health,Senior,55.0,1679833,0.1065,1500922,0.6329,949870,63,0.7889,0.8697,693.77,0.0906,0.7943,0.6601,0.815,high 9415,Ghana,2020,capital,Security,Director,31.29,680135,0.1186,599495,0.6185,370812,29,0.6585,0.7817,798.33,0.0556,0.7032,0.3431,0.6694,high 9416,DRC,2021,urban,Justice,Junior,95.53,495465,0.2149,388993,0.2272,88373,12,0.5523,0.6876,123.11,0.0688,0.3324,0.2118,0.4406,low 9417,Uganda,2023,remote,Security,Mid_Level,47.48,414677,0.2601,306827,0.2224,68253,27,0.6105,0.793,279.68,0.0688,0.6095,0.4484,0.5328,moderate 9418,Tanzania,2020,urban,Education,Junior,59.53,1018692,0.1446,871433,0.3883,338379,27,0.6394,0.7918,273.37,0.0637,0.566,0.3204,0.5858,moderate 9419,South Africa,2021,urban,Social_Services,Junior,60.54,3532953,0.1056,3159918,0.6311,1994110,59,0.8333,0.7796,610.24,0.0752,0.8234,0.7642,0.8046,high 9420,Ghana,2022,rural,Security,Junior,32.62,878717,0.1686,730540,0.4088,298637,27,0.5312,0.6943,250.67,0.0529,0.6257,0.4336,0.5876,moderate 9421,Uganda,2018,capital,Health,Mid_Level,40.56,299573,0.1852,244092,0.3451,84243,24,0.6511,0.8034,188.32,0.0556,0.6802,0.3408,0.5726,moderate 9422,DRC,2025,rural,Security,Junior,108.36,698791,0.3755,436425,0.1763,76929,8,0.599,0.6682,131.48,0.049,0.4328,0.1804,0.3818,low 9423,Ghana,2021,urban,Health,Junior,31.94,889350,0.1289,774722,0.4423,342650,47,0.7661,0.807,266.96,0.0581,0.5903,0.4723,0.6731,high 9424,Botswana,2019,urban,Infrastructure,Mid_Level,2.41,111931,0.0789,103094,0.7779,80201,50,0.6604,0.836,498.18,0.0916,0.95,0.6672,0.8369,high 9425,Tanzania,2022,capital,Education,Mid_Level,63.15,1031330,0.1298,897494,0.4427,397333,27,0.6143,0.7082,244.33,0.0648,0.6266,0.3499,0.5996,moderate 9426,Ghana,2022,rural,Administration,Senior,32.62,921984,0.1971,740277,0.3703,274125,47,0.5892,0.8149,379.04,0.0536,0.6998,0.3348,0.6365,moderate 9427,Ghana,2022,capital,Agriculture,Junior,32.62,726587,0.0925,659386,0.5351,352834,35,0.5923,0.7613,177.23,0.0596,0.5839,0.3776,0.6585,high 9428,Mozambique,2019,rural,Administration,Junior,28.88,284894,0.2175,222925,0.1789,39882,21,0.5961,0.628,91.81,0.0559,0.3335,0.2235,0.4428,low 9429,Ethiopia,2025,remote,Agriculture,Junior,129.15,1701596,0.3046,1183327,0.1651,195370,16,0.5253,0.5853,126.23,0.0615,0.3511,0.1695,0.395,low 9430,South Africa,2019,urban,Finance,Mid_Level,59.58,3471112,0.1208,3051717,0.5834,1780467,68,0.7454,0.8906,497.79,0.0949,0.8177,0.5962,0.8106,high 9431,Ethiopia,2022,rural,Infrastructure,Junior,119.93,1602137,0.3415,1055022,0.2359,248858,16,0.634,0.6047,134.24,0.0708,0.3666,0.1967,0.4106,low 9432,Nigeria,2023,urban,Education,Junior,224.39,5088968,0.1751,4197764,0.4474,1878241,38,0.6005,0.7924,229.39,0.0667,0.5878,0.4331,0.634,moderate 9433,Tanzania,2022,urban,Social_Services,Senior,63.15,1242549,0.1615,1041853,0.4502,469057,29,0.6181,0.6838,468.96,0.0711,0.5787,0.3629,0.5914,moderate 9434,Ethiopia,2022,rural,Health,Junior,119.93,1523359,0.2693,1113075,0.2283,254129,16,0.5156,0.7038,137.78,0.0528,0.4027,0.206,0.4462,low 9435,South Africa,2024,urban,Health,Mid_Level,62.0,2885531,0.1049,2582770,0.5543,1431685,66,0.7697,0.8543,530.04,0.0921,0.8637,0.5282,0.7947,high 9436,South Africa,2022,capital,Education,Junior,61.02,3644645,0.0988,3284710,0.7479,2456750,50,0.7801,0.8109,377.96,0.0943,0.9032,0.7476,0.824,high 9437,South Africa,2019,urban,Health,Junior,59.58,3261147,0.1398,2805160,0.7258,2036005,75,0.7189,0.9165,500.72,0.0738,0.8337,0.5499,0.8598,high 9438,Mozambique,2020,capital,Education,Junior,29.66,335115,0.172,277468,0.3072,85225,17,0.5782,0.6891,119.56,0.0594,0.3466,0.2101,0.4853,low 9439,Rwanda,2024,rural,Health,Junior,14.0,396228,0.1183,349343,0.4907,171424,61,0.8196,0.8367,615.82,0.0665,0.9081,0.5421,0.7661,high 9440,Kenya,2018,urban,Administration,Junior,48.55,1938300,0.0895,1764864,0.5538,977377,39,0.6971,0.8701,521.35,0.0743,0.8938,0.706,0.7541,high 9441,Mozambique,2021,urban,Education,Senior,30.47,318020,0.1935,256488,0.2244,57565,22,0.6461,0.6697,171.69,0.057,0.401,0.2251,0.4758,low 9442,Ethiopia,2018,rural,Finance,Senior,108.65,1163963,0.3148,797538,0.2111,168394,10,0.5901,0.6955,161.3,0.0636,0.4172,0.2356,0.4187,low 9443,Mozambique,2018,remote,Security,Junior,28.12,310803,0.2947,219195,0.1449,31757,16,0.5053,0.6257,104.44,0.0632,0.3315,0.1602,0.3956,low 9444,Uganda,2023,rural,Infrastructure,Director,47.48,430947,0.2151,338265,0.229,77453,25,0.6473,0.6981,558.98,0.0703,0.7295,0.4589,0.5395,moderate 9445,Nigeria,2021,urban,Infrastructure,Junior,213.58,3635998,0.1762,2995258,0.4296,1286668,35,0.5633,0.6865,295.99,0.0611,0.7431,0.4339,0.6215,moderate 9446,Kenya,2020,rural,Health,Junior,50.61,1548627,0.1267,1352346,0.4677,632518,66,0.863,0.8894,613.91,0.068,0.95,0.5885,0.7875,high 9447,Uganda,2018,urban,Health,Junior,40.56,328472,0.181,269028,0.4005,107737,19,0.6406,0.7152,234.45,0.0531,0.6027,0.4034,0.5603,moderate 9448,Rwanda,2021,capital,Education,Junior,13.04,426221,0.0796,392314,0.636,249508,77,0.7479,0.7756,643.4,0.0758,0.9364,0.6925,0.8608,high 9449,South Africa,2020,capital,ICT,Junior,60.06,2722330,0.1248,2382621,0.698,1662977,68,0.73,0.7889,495.82,0.0784,0.95,0.5832,0.835,high 9450,Nigeria,2022,rural,Health,Director,218.92,3790010,0.1795,3109664,0.3263,1014791,24,0.6112,0.7124,600.38,0.0622,0.5965,0.3964,0.5529,moderate 9451,Nigeria,2025,capital,Administration,Junior,235.75,4011249,0.1362,3464744,0.5365,1858678,25,0.5109,0.7279,228.54,0.0582,0.6997,0.418,0.6335,moderate 9452,Botswana,2018,urban,ICT,Mid_Level,2.38,108080,0.0981,97479,0.6501,63368,81,0.7789,0.8661,368.61,0.0811,0.892,0.765,0.8861,high 9453,Tanzania,2021,urban,Education,Director,61.31,1154838,0.1457,986618,0.3563,351501,34,0.5706,0.7936,795.6,0.052,0.7149,0.3828,0.6165,moderate 9454,Uganda,2020,capital,Agriculture,Junior,43.2,345890,0.1998,276775,0.4065,112520,21,0.533,0.7746,265.31,0.0482,0.6768,0.43,0.581,moderate 9455,Nigeria,2024,urban,Infrastructure,Junior,230.0,4414321,0.1479,3761346,0.4434,1667777,24,0.6119,0.8101,296.05,0.0598,0.6872,0.4785,0.622,moderate 9456,South Africa,2024,capital,Administration,Mid_Level,62.0,3151477,0.1152,2788418,0.784,2186080,52,0.6293,0.7907,534.94,0.0944,0.95,0.6266,0.8235,high 9457,Senegal,2021,capital,Education,Junior,16.62,342502,0.0984,308795,0.5444,168092,31,0.6261,0.6794,237.26,0.0663,0.6687,0.3708,0.6448,moderate 9458,Tanzania,2022,urban,Security,Director,63.15,1165902,0.1578,981884,0.3988,391577,34,0.6297,0.7028,684.42,0.0711,0.6141,0.3725,0.5993,moderate 9459,Ghana,2024,remote,Finance,Mid_Level,34.0,751255,0.2051,597205,0.2772,165564,26,0.6566,0.7699,231.68,0.0715,0.5933,0.3852,0.5464,moderate 9460,Rwanda,2021,urban,Education,Senior,13.04,401050,0.0663,374478,0.6089,228009,95,0.8249,0.798,560.47,0.0756,0.95,0.7446,0.9123,high 9461,Rwanda,2020,capital,Social_Services,Mid_Level,12.73,350639,0.0601,329571,0.6406,211117,78,0.8029,0.8315,399.87,0.0668,0.8817,0.6551,0.8685,high 9462,Ghana,2025,urban,Education,Junior,34.71,761109,0.1478,648587,0.4547,294940,43,0.6069,0.6843,243.44,0.0682,0.6232,0.4203,0.6412,moderate 9463,Kenya,2021,rural,Finance,Junior,51.68,1610267,0.1054,1440621,0.3911,563390,60,0.8279,0.8031,554.94,0.0872,0.8284,0.6369,0.7384,high 9464,Rwanda,2023,remote,Administration,Senior,13.67,371828,0.1276,324373,0.3408,110539,92,0.95,0.8833,531.09,0.0795,0.95,0.7389,0.8347,high 9465,Uganda,2019,rural,Security,Junior,41.86,296753,0.2084,234907,0.2856,67082,23,0.6285,0.7953,236.39,0.0647,0.7092,0.4672,0.5637,moderate 9466,Nigeria,2025,rural,Justice,Senior,235.75,4219917,0.1949,3397295,0.2937,997827,34,0.5895,0.7496,294.8,0.065,0.6614,0.4653,0.5848,moderate 9467,Senegal,2020,remote,Social_Services,Mid_Level,16.18,375808,0.1751,309992,0.2815,87260,36,0.6518,0.7659,193.22,0.0635,0.6476,0.3982,0.5861,moderate 9468,Botswana,2020,urban,Administration,Junior,2.45,110360,0.0908,100337,0.673,67524,84,0.745,0.857,440.5,0.0888,0.8141,0.5283,0.8683,high 9469,Tanzania,2019,remote,Administration,Junior,57.79,1165790,0.1924,941470,0.2351,221331,20,0.5062,0.8139,269.44,0.0663,0.6222,0.4502,0.54,moderate 9470,Tanzania,2023,capital,Administration,Junior,65.05,1276585,0.1432,1093837,0.4669,510700,24,0.614,0.694,241.24,0.0553,0.6034,0.4446,0.5998,moderate 9471,Mozambique,2022,remote,Social_Services,Junior,31.29,280196,0.3211,190228,0.1274,24232,22,0.5493,0.7076,91.66,0.0546,0.3702,0.1708,0.4168,low 9472,Uganda,2024,capital,Administration,Junior,49.0,348897,0.1823,285281,0.3444,98263,24,0.6011,0.7181,289.52,0.0669,0.5544,0.3938,0.5531,moderate 9473,Tanzania,2025,urban,Security,Mid_Level,69.01,1120261,0.1455,957278,0.3517,336646,34,0.6117,0.6975,268.21,0.0643,0.7369,0.399,0.6048,moderate 9474,Kenya,2018,capital,Education,Junior,48.55,1492778,0.0709,1387005,0.5635,781621,39,0.7276,0.8846,542.14,0.0834,0.8571,0.5819,0.7473,high 9475,Botswana,2020,capital,Health,Mid_Level,2.45,100314,0.0753,92756,0.7319,67884,83,0.8388,0.9156,484.02,0.0878,0.8852,0.6324,0.9107,high 9476,Ethiopia,2023,capital,Health,Junior,122.93,1381757,0.1616,1158446,0.2705,313323,18,0.6023,0.6695,151.45,0.066,0.3759,0.1746,0.4777,low 9477,DRC,2023,rural,Security,Junior,101.74,681711,0.3086,471317,0.1385,65272,11,0.4862,0.6098,111.25,0.0702,0.3676,0.164,0.3796,low 9478,Rwanda,2019,capital,Administration,Director,12.43,417280,0.0772,385074,0.7013,270055,90,0.8017,0.8801,1242.12,0.0691,0.95,0.6876,0.9268,high 9479,Botswana,2019,remote,Health,Senior,2.41,111471,0.1385,96032,0.3411,32759,79,0.9235,0.7971,718.56,0.0898,0.9021,0.5434,0.7623,high 9480,Kenya,2025,capital,Social_Services,Junior,56.15,1753182,0.0809,1611366,0.6808,1097095,65,0.6724,0.7777,420.38,0.0859,0.885,0.7427,0.8419,high 9481,Nigeria,2022,capital,Health,Senior,218.92,4694812,0.1193,4134721,0.4319,1785723,37,0.5736,0.7894,328.1,0.0562,0.5779,0.348,0.6317,moderate 9482,DRC,2025,capital,Justice,Junior,108.36,593613,0.2549,442295,0.2539,112291,15,0.5044,0.67,118.36,0.0599,0.4126,0.2196,0.451,low 9483,South Africa,2021,urban,Social_Services,Mid_Level,60.54,3194374,0.1337,2767380,0.6048,1673819,70,0.8672,0.8352,399.39,0.0811,0.8257,0.6301,0.8137,high 9484,Nigeria,2022,remote,Education,Senior,218.92,4927745,0.2961,3468494,0.207,717998,31,0.5778,0.6981,480.31,0.059,0.5961,0.3576,0.5053,moderate 9485,Nigeria,2023,rural,Education,Junior,224.39,4818144,0.1785,3958190,0.3165,1252665,32,0.5686,0.7512,202.08,0.0706,0.7108,0.4384,0.5921,moderate 9486,Kenya,2025,urban,Security,Mid_Level,56.15,1771007,0.1126,1571505,0.64,1005770,48,0.6458,0.9309,465.41,0.0838,0.8894,0.6007,0.7905,high 9487,Nigeria,2021,rural,Finance,Senior,213.58,4694895,0.2135,3692605,0.2667,984849,37,0.6189,0.7678,419.89,0.0719,0.6517,0.3544,0.5716,moderate 9488,Nigeria,2025,capital,Administration,Junior,235.75,4962027,0.1388,4273176,0.4927,2105221,26,0.6816,0.7008,224.46,0.0624,0.673,0.4514,0.621,moderate 9489,Nigeria,2018,urban,Finance,Junior,198.33,4119971,0.183,3366024,0.4183,1407981,25,0.6128,0.737,273.45,0.0711,0.656,0.4579,0.5933,moderate 9490,Kenya,2020,rural,Education,Director,50.61,1676549,0.1356,1449238,0.4075,590527,61,0.7657,0.8965,929.9,0.0671,0.7822,0.7384,0.757,high 9491,Ethiopia,2024,rural,Health,Director,126.0,1639475,0.3246,1107364,0.215,238060,17,0.4914,0.6703,285.88,0.0517,0.4436,0.2362,0.4336,low 9492,Mozambique,2024,rural,Education,Senior,33.0,313714,0.2402,238349,0.2125,50649,15,0.6234,0.6612,145.7,0.0657,0.4062,0.1948,0.4399,low 9493,Uganda,2022,urban,Social_Services,Mid_Level,46.01,366055,0.2122,288374,0.3327,95951,18,0.5537,0.8037,299.73,0.0621,0.5924,0.4481,0.5497,moderate 9494,DRC,2020,remote,Health,Junior,92.57,493174,0.4875,252727,0.1248,31547,14,0.4916,0.6462,145.82,0.0613,0.3867,0.2378,0.3537,low 9495,Senegal,2022,urban,Health,Junior,17.07,418109,0.0974,377392,0.507,191351,32,0.5361,0.7601,211.15,0.0591,0.7351,0.4354,0.6635,high 9496,Ethiopia,2025,rural,Security,Junior,129.15,1456142,0.2376,1110207,0.2337,259505,16,0.5781,0.5939,97.14,0.0606,0.4448,0.2293,0.4455,low 9497,Uganda,2020,capital,Education,Mid_Level,43.2,296922,0.1565,250462,0.3746,93831,28,0.5632,0.7261,202.5,0.0664,0.6622,0.3783,0.5875,moderate 9498,Senegal,2021,capital,Justice,Mid_Level,16.62,316817,0.0828,290589,0.5275,153280,37,0.5701,0.7884,283.82,0.0622,0.5718,0.3471,0.6638,high 9499,Botswana,2022,urban,Education,Mid_Level,2.52,107912,0.0717,100179,0.7342,73555,73,0.6869,0.8759,471.85,0.0828,0.8219,0.718,0.8835,high 9500,Kenya,2021,rural,Finance,Senior,51.68,1848171,0.1417,1586199,0.4031,639389,57,0.8295,0.8028,740.44,0.0934,0.9344,0.7309,0.7448,high 9501,South Africa,2022,rural,Health,Mid_Level,61.02,3044956,0.1683,2532501,0.4531,1147567,65,0.6775,0.8371,483.59,0.0743,0.9356,0.7559,0.7784,high 9502,Rwanda,2021,rural,Security,Mid_Level,13.04,365915,0.0848,334895,0.4848,162341,81,0.8996,0.8474,514.86,0.0891,0.7983,0.7438,0.8338,high 9503,Kenya,2025,rural,Social_Services,Junior,56.15,1711666,0.135,1480655,0.4445,658155,55,0.741,0.8755,381.57,0.0833,0.95,0.7035,0.7616,high 9504,Rwanda,2019,rural,Health,Mid_Level,12.43,425173,0.1146,376446,0.4491,169046,64,0.7139,0.8153,465.12,0.0794,0.7785,0.589,0.7527,high 9505,Kenya,2025,rural,Health,Junior,56.15,2189184,0.1456,1870375,0.381,712582,67,0.7753,0.8988,407.97,0.0846,0.8765,0.6465,0.7635,high 9506,South Africa,2025,rural,Health,Executive,62.5,3067885,0.1547,2593242,0.4188,1086042,67,0.8653,0.8874,1951.65,0.0942,0.95,0.7339,0.785,high 9507,Botswana,2018,urban,Education,Junior,2.38,99487,0.0862,90907,0.7055,64137,79,0.8402,0.8033,472.78,0.0835,0.7749,0.5523,0.8555,high 9508,Botswana,2022,capital,ICT,Junior,2.52,108694,0.0789,100114,0.6667,66742,76,0.8056,0.8851,379.66,0.0767,0.9266,0.7651,0.8889,high 9509,South Africa,2018,rural,Agriculture,Junior,59.11,3550379,0.1369,3064203,0.5152,1578819,57,0.7193,0.8145,549.76,0.0807,0.9295,0.7096,0.7732,high 9510,South Africa,2018,capital,Infrastructure,Mid_Level,59.11,3085628,0.0938,2796126,0.7684,2148579,43,0.6826,0.9061,542.08,0.0954,0.8774,0.5208,0.8019,high 9511,DRC,2023,urban,Security,Junior,101.74,663972,0.2308,510754,0.1929,98529,14,0.5434,0.5992,86.88,0.0664,0.4294,0.2031,0.4287,low 9512,Ethiopia,2024,rural,Health,Senior,126.0,1536646,0.2677,1125223,0.2065,232398,16,0.6324,0.6877,228.22,0.0698,0.377,0.1782,0.4334,low 9513,Uganda,2019,urban,Infrastructure,Junior,41.86,364442,0.2162,285652,0.3428,97916,20,0.5173,0.7247,186.37,0.0492,0.6747,0.3844,0.5463,moderate 9514,Rwanda,2020,urban,Agriculture,Senior,12.73,347217,0.0888,316389,0.5391,170559,76,0.91,0.8553,925.57,0.0959,0.8932,0.641,0.8343,high 9515,Ethiopia,2020,capital,Social_Services,Mid_Level,114.15,1452201,0.161,1218466,0.3473,423226,17,0.4905,0.7054,96.1,0.0619,0.357,0.2013,0.5007,moderate 9516,Senegal,2019,urban,Education,Mid_Level,15.76,329082,0.1312,285910,0.4621,132108,25,0.5102,0.7811,257.88,0.0592,0.696,0.4121,0.6232,moderate 9517,Tanzania,2024,rural,Education,Junior,67.0,1133402,0.2111,894118,0.3249,290523,26,0.5486,0.7481,296.84,0.0604,0.6353,0.3352,0.5527,moderate 9518,Rwanda,2018,urban,Agriculture,Mid_Level,12.14,336765,0.0664,314402,0.5851,183965,71,0.8594,0.8246,412.21,0.0816,0.9366,0.7746,0.852,high 9519,Uganda,2023,rural,Agriculture,Junior,47.48,359945,0.2174,281676,0.2977,83864,29,0.6843,0.7993,301.56,0.0497,0.6691,0.3888,0.5683,moderate 9520,South Africa,2023,rural,Health,Mid_Level,61.51,3500102,0.181,2866486,0.419,1201161,57,0.7609,0.8451,547.88,0.0671,0.9213,0.5409,0.725,high 9521,Senegal,2021,rural,Education,Junior,16.62,340868,0.1778,280267,0.3759,105344,26,0.5331,0.6863,230.85,0.0484,0.6579,0.4214,0.5754,moderate 9522,Ethiopia,2021,rural,Education,Junior,117.0,1501797,0.2881,1069164,0.1805,192944,18,0.5174,0.6289,146.1,0.0564,0.4482,0.2057,0.4278,low 9523,Botswana,2021,urban,Infrastructure,Junior,2.49,98366,0.0739,91095,0.7174,65349,55,0.6601,0.8388,462.49,0.079,0.95,0.6959,0.8388,high 9524,South Africa,2018,urban,Infrastructure,Director,59.11,2727785,0.1362,2356211,0.596,1404219,53,0.691,0.9329,1612.48,0.0813,0.9119,0.6001,0.7886,high 9525,Uganda,2021,remote,Education,Junior,44.58,378212,0.3283,254026,0.1684,42776,22,0.529,0.8108,314.11,0.0632,0.7425,0.3958,0.5005,moderate 9526,Ethiopia,2025,capital,Social_Services,Junior,129.15,1470447,0.1743,1214155,0.3133,380397,11,0.4693,0.6883,90.7,0.0513,0.39,0.1992,0.4744,low 9527,Mozambique,2020,urban,Education,Mid_Level,29.66,266218,0.2409,202099,0.2365,47795,21,0.6622,0.6234,95.37,0.0651,0.4075,0.1729,0.453,low 9528,South Africa,2024,rural,Health,Senior,62.0,3211858,0.1694,2667724,0.5076,1354103,72,0.8626,0.8249,645.77,0.0782,0.95,0.6365,0.7969,high 9529,Kenya,2024,remote,Security,Junior,55.0,1911433,0.1629,1599983,0.2697,431502,65,0.726,0.7849,498.48,0.0732,0.9455,0.7107,0.7225,high 9530,Kenya,2024,remote,Justice,Director,55.0,1731384,0.184,1412769,0.3553,501943,55,0.8277,0.9043,1181.41,0.0754,0.95,0.7458,0.7355,high 9531,Ghana,2022,urban,Health,Junior,32.62,721636,0.131,627071,0.4889,306591,46,0.6439,0.7001,275.83,0.062,0.6068,0.4512,0.6653,high 9532,Rwanda,2021,capital,Agriculture,Junior,13.04,401681,0.0611,377148,0.5652,213145,83,0.8336,0.8072,521.87,0.0944,0.895,0.5286,0.847,high 9533,Rwanda,2019,capital,Security,Junior,12.43,338231,0.0741,313159,0.6505,203710,63,0.7127,0.8586,606.17,0.0815,0.95,0.7146,0.8468,high 9534,Ethiopia,2022,remote,Health,Junior,119.93,1295868,0.4002,777235,0.1547,120211,15,0.5425,0.7083,125.59,0.05,0.3668,0.185,0.3875,low 9535,Tanzania,2021,urban,Finance,Mid_Level,61.31,1201008,0.1318,1042690,0.4508,470054,28,0.5357,0.7061,310.46,0.0654,0.6799,0.3576,0.6094,moderate 9536,Senegal,2020,rural,Justice,Senior,16.18,406850,0.1307,353667,0.3094,109426,38,0.7065,0.7777,272.76,0.052,0.6011,0.4791,0.6143,moderate 9537,Ghana,2020,rural,Education,Senior,31.29,868221,0.1766,714912,0.4079,291628,39,0.6523,0.8021,266.98,0.0704,0.6983,0.4619,0.6417,moderate 9538,Ghana,2020,rural,Agriculture,Director,31.29,666562,0.1823,545061,0.3305,180134,43,0.6606,0.7122,599.21,0.0553,0.7012,0.4179,0.6133,moderate 9539,Senegal,2019,capital,Social_Services,Mid_Level,15.76,385412,0.0942,349109,0.5337,186327,36,0.6404,0.7408,193.21,0.0482,0.7203,0.3952,0.6726,high 9540,Senegal,2020,rural,Administration,Junior,16.18,370045,0.1331,320798,0.2844,91225,32,0.5693,0.7617,234.73,0.0512,0.6939,0.4603,0.5975,moderate 9541,Mozambique,2021,remote,Social_Services,Senior,30.47,307000,0.3479,200204,0.158,31635,14,0.5766,0.7115,156.76,0.0565,0.4314,0.1859,0.406,low 9542,Uganda,2025,remote,Health,Mid_Level,50.57,380147,0.2826,272710,0.1816,49524,21,0.5428,0.7205,295.79,0.0654,0.5574,0.3882,0.4799,low 9543,Kenya,2021,urban,Education,Senior,51.68,2045905,0.1063,1828399,0.5822,1064440,59,0.6648,0.8032,704.12,0.0798,0.95,0.5585,0.7878,high 9544,Ethiopia,2023,remote,Agriculture,Junior,122.93,1649660,0.3379,1092197,0.1747,190837,13,0.6083,0.6907,103.68,0.06,0.3325,0.2112,0.3997,low 9545,Uganda,2019,rural,Security,Junior,41.86,288643,0.2367,220334,0.2615,57616,27,0.6701,0.8169,319.98,0.0505,0.5878,0.3305,0.5381,moderate 9546,Ghana,2025,remote,Health,Senior,34.71,814779,0.1765,670961,0.3059,205236,31,0.6217,0.7177,413.48,0.0718,0.574,0.3241,0.5573,moderate 9547,Ghana,2018,capital,Agriculture,Junior,30.01,645490,0.123,566105,0.5111,289314,48,0.7128,0.8035,322.05,0.068,0.6451,0.4029,0.6923,high 9548,Rwanda,2025,rural,Finance,Junior,14.34,493878,0.113,438068,0.4907,214973,88,0.7415,0.9169,415.31,0.0678,0.7899,0.6294,0.8439,high 9549,Tanzania,2023,urban,Finance,Senior,65.05,1069823,0.1243,936838,0.3583,335659,34,0.7217,0.6868,383.54,0.0515,0.6821,0.348,0.5995,moderate 9550,Mozambique,2021,remote,Infrastructure,Junior,30.47,286558,0.3283,192472,0.1368,26339,20,0.6282,0.5923,111.04,0.0548,0.3389,0.2169,0.3966,low 9551,Botswana,2024,urban,Infrastructure,Mid_Level,2.6,129670,0.0744,120028,0.6713,80580,61,0.7158,0.8547,626.8,0.0742,0.8435,0.6091,0.8252,high 9552,Senegal,2019,capital,ICT,Mid_Level,15.76,369459,0.0828,338870,0.4295,145542,28,0.53,0.7102,291.87,0.0669,0.5623,0.4181,0.6112,moderate 9553,Uganda,2019,rural,Finance,Junior,41.86,369610,0.2377,281743,0.2522,71048,17,0.5978,0.7913,203.89,0.0631,0.5717,0.4493,0.5169,moderate 9554,South Africa,2019,rural,Agriculture,Senior,59.58,3155343,0.1446,2699120,0.5279,1424738,66,0.7856,0.8116,770.13,0.0653,0.95,0.6804,0.7956,high 9555,Senegal,2021,capital,Social_Services,Mid_Level,16.62,383014,0.107,342036,0.4552,155699,29,0.632,0.7494,301.84,0.0565,0.7325,0.3605,0.6313,moderate 9556,Kenya,2025,remote,Health,Mid_Level,56.15,1932897,0.1484,1646063,0.2874,473144,62,0.8075,0.8483,477.44,0.0711,0.95,0.5692,0.7189,high 9557,Ethiopia,2018,urban,Education,Junior,108.65,1233490,0.2251,955794,0.255,243762,16,0.4956,0.641,154.67,0.0683,0.3365,0.2155,0.4488,low 9558,Botswana,2022,urban,Security,Director,2.52,125362,0.0804,115277,0.6101,70334,58,0.7778,0.8221,1091.07,0.0908,0.95,0.6684,0.8126,high 9559,Ethiopia,2023,urban,Health,Junior,122.93,1350210,0.1812,1105617,0.277,306300,11,0.5647,0.5896,155.28,0.0621,0.3792,0.1695,0.4448,low 9560,Rwanda,2021,urban,Education,Director,13.04,336338,0.0642,314753,0.6887,216759,59,0.7076,0.9147,1111.18,0.0913,0.917,0.5214,0.8347,high 9561,South Africa,2021,urban,Infrastructure,Mid_Level,60.54,2919043,0.1019,2621737,0.6413,1681441,51,0.8032,0.7899,356.71,0.0937,0.9192,0.6299,0.7858,high 9562,DRC,2020,remote,Education,Junior,92.57,487315,0.3789,302685,0.1302,39401,14,0.4787,0.628,110.31,0.0659,0.3562,0.2341,0.3761,low 9563,Botswana,2019,urban,Justice,Mid_Level,2.41,123328,0.0767,113869,0.7088,80711,75,0.8699,0.8517,518.05,0.0942,0.95,0.746,0.8929,high 9564,Kenya,2025,rural,Education,Junior,56.15,2232656,0.1405,1919073,0.4772,915788,49,0.7395,0.8824,474.31,0.0819,0.8772,0.6745,0.7442,high 9565,Uganda,2020,urban,Finance,Director,43.2,383388,0.208,303634,0.3162,96010,17,0.5356,0.7065,575.03,0.0616,0.5891,0.3637,0.5208,moderate 9566,DRC,2023,capital,Infrastructure,Junior,101.74,552636,0.234,423343,0.2649,112139,9,0.5411,0.7096,154.79,0.0543,0.4145,0.1735,0.4455,low 9567,Nigeria,2019,rural,Social_Services,Director,203.29,3615846,0.2094,2858623,0.2951,843528,27,0.6687,0.7919,793.92,0.0675,0.6632,0.4329,0.5673,moderate 9568,South Africa,2025,capital,Finance,Junior,62.5,3426258,0.0935,3105972,0.6676,2073513,63,0.8391,0.8502,622.57,0.0787,0.8081,0.6571,0.8251,high 9569,Kenya,2022,urban,Education,Junior,52.76,1906318,0.0817,1750523,0.6098,1067419,53,0.6453,0.7978,557.51,0.088,0.95,0.5642,0.7856,high 9570,Ghana,2023,remote,Education,Senior,33.3,710570,0.1771,584708,0.2418,141389,43,0.7026,0.6838,388.96,0.0557,0.5934,0.4296,0.5785,moderate 9571,Ethiopia,2022,rural,Security,Mid_Level,119.93,1284692,0.3001,899212,0.1987,178648,13,0.4721,0.5972,89.84,0.0489,0.3343,0.212,0.4014,low 9572,Senegal,2024,urban,Infrastructure,Director,18.0,395093,0.1325,342760,0.5184,177703,27,0.6867,0.7103,579.19,0.0687,0.6261,0.3867,0.6218,moderate 9573,Rwanda,2022,urban,Finance,Junior,13.35,437544,0.0734,405433,0.6902,279840,77,0.719,0.896,472.27,0.085,0.95,0.6073,0.8868,high 9574,Tanzania,2024,capital,Administration,Junior,67.0,1090028,0.1407,936665,0.4367,409040,30,0.6015,0.7301,244.57,0.0666,0.571,0.3847,0.6041,moderate 9575,Rwanda,2022,remote,Social_Services,Junior,13.35,404489,0.1338,350356,0.28,98099,54,0.6967,0.8035,402.95,0.0822,0.95,0.5814,0.6952,high 9576,Botswana,2023,capital,Justice,Junior,2.56,124304,0.0638,116372,0.8,93097,69,0.7139,0.8085,354.2,0.0835,0.8188,0.7354,0.8832,high 9577,Ethiopia,2021,urban,Agriculture,Senior,117.0,1343153,0.2292,1035362,0.3134,324450,16,0.5077,0.6132,139.7,0.066,0.3558,0.1788,0.4565,low 9578,South Africa,2018,urban,Agriculture,Junior,59.11,3142383,0.1311,2730522,0.6643,1813799,47,0.7614,0.8326,625.3,0.0917,0.9482,0.6505,0.7856,high 9579,DRC,2024,rural,Infrastructure,Junior,105.0,685632,0.3852,421503,0.1607,67741,12,0.5853,0.671,130.58,0.0572,0.3722,0.184,0.3801,low 9580,DRC,2023,remote,Education,Mid_Level,101.74,612976,0.427,351232,0.1086,38145,14,0.4838,0.6137,143.51,0.0651,0.3463,0.1832,0.3504,low 9581,Ethiopia,2018,urban,Security,Mid_Level,108.65,1352076,0.2453,1020455,0.321,327518,12,0.613,0.7137,150.48,0.0601,0.3923,0.1817,0.4634,low 9582,Uganda,2025,rural,Security,Junior,50.57,460184,0.2607,340232,0.2948,100312,27,0.5694,0.8004,194.54,0.0658,0.6643,0.4598,0.5585,moderate 9583,Uganda,2021,capital,Education,Junior,44.58,366538,0.1346,317200,0.4163,132046,15,0.4951,0.761,246.65,0.0652,0.5745,0.3835,0.5679,moderate 9584,Kenya,2024,capital,Administration,Executive,55.0,1699234,0.0743,1572897,0.6244,982074,52,0.7134,0.9262,1640.17,0.0755,0.8362,0.6831,0.8084,high 9585,Uganda,2023,capital,Justice,Mid_Level,47.48,353225,0.1385,304313,0.4125,125518,24,0.6603,0.7458,245.25,0.0607,0.7182,0.3841,0.6006,moderate 9586,Rwanda,2018,capital,Health,Junior,12.14,326379,0.0656,304983,0.7147,217957,77,0.8039,0.7721,471.83,0.0786,0.9405,0.712,0.8858,high 9587,Kenya,2022,rural,Health,Junior,52.76,1741158,0.1363,1503876,0.391,588023,52,0.7524,0.8331,478.48,0.0806,0.9192,0.6241,0.723,high 9588,South Africa,2025,urban,Justice,Junior,62.5,3002015,0.1104,2670641,0.6199,1655482,70,0.8764,0.8332,452.44,0.0641,0.95,0.6238,0.8347,high 9589,Kenya,2022,urban,Education,Senior,52.76,2037133,0.0973,1838862,0.5989,1101264,67,0.8426,0.7735,741.76,0.0796,0.95,0.7571,0.8296,high 9590,Mozambique,2025,urban,Education,Mid_Level,33.89,294060,0.1965,236275,0.2579,60925,16,0.5617,0.6836,125.03,0.0637,0.3544,0.1953,0.4628,low 9591,Rwanda,2022,urban,Security,Junior,13.35,375764,0.0747,347676,0.5462,189912,93,0.8331,0.8986,407.41,0.0815,0.8057,0.6243,0.8782,high 9592,Senegal,2020,urban,Security,Junior,16.18,407265,0.1097,362596,0.4154,150610,23,0.5926,0.7506,214.35,0.0589,0.726,0.3415,0.6033,moderate 9593,Nigeria,2023,remote,Administration,Senior,224.39,4415001,0.243,3342334,0.2347,784463,32,0.5959,0.7377,460.12,0.0539,0.7385,0.3518,0.5476,moderate 9594,South Africa,2019,rural,Education,Junior,59.58,2836527,0.1488,2414330,0.4475,1080474,69,0.7005,0.8223,500.12,0.0859,0.9058,0.6531,0.7764,high 9595,Botswana,2019,urban,Security,Junior,2.41,119997,0.0873,109524,0.5897,64589,85,0.7411,0.8478,619.02,0.0936,0.95,0.6124,0.8715,high 9596,Ghana,2019,rural,Social_Services,Director,30.64,742136,0.1575,625212,0.4179,261283,37,0.7177,0.7507,754.32,0.0502,0.5735,0.3725,0.6148,moderate 9597,Rwanda,2024,urban,Education,Junior,14.0,401174,0.0772,370191,0.6652,246262,68,0.7973,0.8602,648.93,0.0907,0.95,0.5978,0.8508,high 9598,Tanzania,2021,remote,Infrastructure,Mid_Level,61.31,1057191,0.256,786541,0.2371,186525,21,0.5109,0.7991,269.46,0.0593,0.6687,0.4207,0.5266,moderate 9599,DRC,2022,remote,Finance,Mid_Level,98.59,660196,0.3592,423034,0.1038,43908,10,0.5025,0.682,139.72,0.0564,0.3817,0.211,0.3727,low 9600,Nigeria,2019,rural,Infrastructure,Junior,203.29,3866566,0.2512,2895361,0.2947,853176,29,0.5663,0.7914,257.81,0.0591,0.6368,0.4704,0.5628,moderate 9601,Ghana,2020,rural,Health,Junior,31.29,870117,0.195,700416,0.3756,263046,39,0.7532,0.8224,195.57,0.0658,0.7264,0.3754,0.6262,moderate 9602,Ethiopia,2021,urban,Security,Mid_Level,117.0,1321392,0.2287,1019178,0.2443,249009,17,0.529,0.6384,104.89,0.0565,0.4199,0.1649,0.4506,low 9603,Ghana,2021,remote,Education,Mid_Level,31.94,739062,0.1732,611086,0.2371,144911,44,0.6656,0.6993,275.39,0.0677,0.5786,0.4176,0.5805,moderate 9604,DRC,2019,capital,Security,Mid_Level,89.7,564277,0.2157,442581,0.2026,89666,11,0.5143,0.6634,93.72,0.0536,0.4419,0.2086,0.4388,low 9605,South Africa,2019,capital,Security,Senior,59.58,3357367,0.0968,3032364,0.7865,2384990,43,0.6318,0.8302,893.06,0.0817,0.95,0.6776,0.8172,high 9606,Kenya,2023,urban,Infrastructure,Junior,53.87,1820836,0.0869,1662605,0.5397,897331,60,0.7634,0.9191,439.76,0.0669,0.7859,0.6349,0.7932,high 9607,Senegal,2021,remote,Infrastructure,Junior,16.62,379921,0.173,314181,0.2383,74858,38,0.7423,0.759,206.02,0.0627,0.6841,0.4192,0.5855,moderate 9608,Mozambique,2025,capital,Health,Junior,33.89,309016,0.1718,255917,0.2523,64569,17,0.5052,0.6827,85.39,0.0541,0.4152,0.198,0.4763,low 9609,Ghana,2022,remote,ICT,Mid_Level,32.62,799396,0.2316,614222,0.2329,143074,47,0.6204,0.81,315.42,0.0503,0.6818,0.3401,0.5915,moderate 9610,Mozambique,2019,capital,Justice,Junior,28.88,300299,0.2138,236081,0.275,64920,18,0.6451,0.6317,94.73,0.0586,0.3858,0.2153,0.4651,low 9611,Kenya,2020,urban,Security,Senior,50.61,1923596,0.0982,1734682,0.5557,963969,48,0.6992,0.8266,762.98,0.0929,0.95,0.5506,0.7584,high 9612,Kenya,2020,capital,Agriculture,Junior,50.61,2001365,0.0674,1866542,0.5802,1082981,43,0.6153,0.9347,485.91,0.0784,0.95,0.5559,0.7765,high 9613,Uganda,2021,urban,Infrastructure,Junior,44.58,312905,0.1691,259987,0.4088,106287,25,0.5192,0.6869,184.37,0.0522,0.6001,0.4578,0.5813,moderate 9614,Uganda,2024,rural,Health,Director,49.0,413219,0.2555,307629,0.2724,83812,28,0.5206,0.6989,547.13,0.0709,0.7069,0.3263,0.5324,moderate 9615,Uganda,2024,capital,Health,Mid_Level,49.0,333222,0.1597,280003,0.3886,108799,28,0.539,0.7161,215.91,0.0696,0.662,0.3662,0.5874,moderate 9616,Ethiopia,2025,capital,Justice,Mid_Level,129.15,1345818,0.1839,1098288,0.3112,341733,10,0.5552,0.6808,124.64,0.059,0.441,0.2131,0.4743,low 9617,Senegal,2024,rural,ICT,Mid_Level,18.0,352793,0.1775,290174,0.342,99234,31,0.6114,0.7875,179.81,0.059,0.6461,0.3685,0.5882,moderate 9618,South Africa,2025,urban,Education,Junior,62.5,3164917,0.1251,2768894,0.5488,1519617,74,0.8844,0.8143,520.14,0.0717,0.8943,0.5628,0.8088,high 9619,Rwanda,2019,rural,Health,Junior,12.43,413956,0.1205,364068,0.3852,140226,78,0.8517,0.771,450.48,0.0937,0.8765,0.7547,0.7899,high 9620,DRC,2021,remote,Finance,Junior,95.53,562464,0.4728,296505,0.1307,38749,10,0.5215,0.7078,102.58,0.0571,0.3432,0.2227,0.3522,low 9621,Ghana,2021,remote,Security,Junior,31.94,807974,0.189,655284,0.2781,182209,30,0.5333,0.6804,322.91,0.0633,0.687,0.4676,0.5648,moderate 9622,Nigeria,2025,urban,Security,Mid_Level,235.75,4338883,0.1285,3781271,0.365,1380035,30,0.6753,0.7581,211.53,0.0687,0.709,0.4088,0.6096,moderate 9623,Kenya,2025,capital,Infrastructure,Junior,56.15,1816876,0.0776,1675796,0.6241,1045807,67,0.8078,0.8279,460.77,0.0924,0.8927,0.638,0.8314,high 9624,Rwanda,2023,capital,Administration,Senior,13.67,369123,0.0546,348960,0.6702,233859,89,0.95,0.9058,652.07,0.07,0.8886,0.7285,0.924,high 9625,Senegal,2019,urban,Education,Junior,15.76,392154,0.0913,356340,0.502,178888,38,0.6368,0.7159,315.63,0.0608,0.733,0.3327,0.6616,high 9626,Senegal,2021,urban,Health,Junior,16.62,346381,0.1185,305349,0.4309,131582,37,0.5583,0.6785,313.32,0.0541,0.6604,0.3675,0.6252,moderate 9627,South Africa,2020,remote,Health,Mid_Level,60.06,3547344,0.1857,2888493,0.4031,1164245,65,0.7116,0.9137,468.87,0.0707,0.9201,0.5869,0.7546,high 9628,DRC,2020,rural,Health,Mid_Level,92.57,554095,0.387,339663,0.1513,51395,8,0.6036,0.6193,122.77,0.0705,0.3983,0.1623,0.36,low 9629,Tanzania,2025,urban,Justice,Junior,69.01,1247818,0.1607,1047236,0.3634,380524,28,0.555,0.7555,251.57,0.0603,0.6052,0.3838,0.5829,moderate 9630,Senegal,2022,remote,Agriculture,Junior,17.07,326608,0.2105,257858,0.2207,56900,26,0.6098,0.8085,259.84,0.0561,0.6743,0.4692,0.5532,moderate 9631,Kenya,2025,rural,Administration,Mid_Level,56.15,1959954,0.149,1667998,0.4068,678532,54,0.6556,0.9232,384.86,0.0758,0.8961,0.5558,0.7331,high 9632,Ethiopia,2023,rural,Social_Services,Junior,122.93,1295106,0.3235,876145,0.2238,196071,17,0.6121,0.6203,146.55,0.0672,0.398,0.1653,0.4169,low 9633,Uganda,2019,rural,Education,Mid_Level,41.86,302637,0.2371,230887,0.252,58186,16,0.6202,0.6871,244.04,0.0538,0.6691,0.3817,0.5019,moderate 9634,DRC,2023,urban,Health,Senior,101.74,553057,0.2692,404179,0.2183,88235,12,0.6153,0.6199,184.85,0.0713,0.4386,0.2353,0.4277,low 9635,Uganda,2025,rural,Education,Junior,50.57,417689,0.2689,305367,0.2365,72233,26,0.614,0.6936,276.21,0.0486,0.5538,0.456,0.5119,moderate 9636,Nigeria,2019,rural,Health,Mid_Level,203.29,4128020,0.187,3356232,0.2654,890714,24,0.5233,0.7854,239.99,0.0674,0.6066,0.3315,0.5412,moderate 9637,Botswana,2021,capital,ICT,Mid_Level,2.49,114917,0.074,106417,0.7385,78591,51,0.7356,0.8159,422.64,0.0842,0.8021,0.7703,0.8233,high 9638,Mozambique,2018,rural,Agriculture,Mid_Level,28.12,272782,0.2743,197944,0.2113,41820,19,0.655,0.6622,95.38,0.068,0.4451,0.1628,0.4419,low 9639,South Africa,2019,urban,Health,Junior,59.58,2790052,0.1296,2428441,0.7106,1725741,76,0.7885,0.774,536.66,0.0735,0.8466,0.6879,0.8548,high 9640,Mozambique,2025,rural,Infrastructure,Senior,33.89,350964,0.2853,250832,0.1988,49860,15,0.6361,0.7046,144.33,0.0645,0.3442,0.1705,0.423,low 9641,Senegal,2018,urban,Agriculture,Junior,15.34,293853,0.1048,263054,0.4408,115957,42,0.6975,0.7573,260.87,0.0531,0.5943,0.3873,0.6507,high 9642,Ghana,2020,urban,Social_Services,Mid_Level,31.29,694829,0.1224,609801,0.4988,304179,28,0.6019,0.6788,277.78,0.0581,0.726,0.347,0.6232,moderate 9643,Senegal,2024,capital,Education,Mid_Level,18.0,397452,0.1184,350382,0.5506,192932,37,0.739,0.6775,273.87,0.0626,0.6873,0.3637,0.6573,high 9644,Botswana,2021,urban,Administration,Executive,2.49,97027,0.0849,88789,0.6154,54639,59,0.6947,0.8672,1636.41,0.0715,0.95,0.6767,0.8229,high 9645,Mozambique,2024,urban,Education,Junior,33.0,377467,0.2234,293136,0.2776,81364,21,0.5347,0.6901,142.75,0.0695,0.3526,0.1847,0.4733,low 9646,Botswana,2020,rural,Education,Junior,2.45,98444,0.1197,86663,0.5086,44074,65,0.8049,0.8032,519.82,0.0743,0.8833,0.7654,0.7951,high 9647,Tanzania,2021,capital,Health,Senior,61.31,1234818,0.1202,1086428,0.4536,492840,33,0.5811,0.7159,310.74,0.0702,0.5974,0.4506,0.6281,moderate 9648,Ethiopia,2023,capital,Administration,Junior,122.93,1450196,0.2022,1156998,0.3209,371263,18,0.5906,0.6907,110.53,0.071,0.4374,0.179,0.4899,low 9649,Nigeria,2023,capital,Finance,Mid_Level,224.39,4526955,0.1256,3958414,0.4425,1751785,24,0.6764,0.8103,305.23,0.0557,0.6969,0.4527,0.6257,moderate 9650,Nigeria,2018,rural,Agriculture,Junior,198.33,3729325,0.2378,2842305,0.3532,1003784,25,0.6745,0.8147,241.31,0.0495,0.6531,0.3855,0.5674,moderate 9651,Kenya,2023,capital,Education,Junior,53.87,1615644,0.0788,1488306,0.6271,933322,64,0.6583,0.8576,628.04,0.0951,0.8569,0.6933,0.8307,high 9652,Uganda,2018,rural,ICT,Mid_Level,40.56,288275,0.2291,222238,0.225,50002,16,0.5591,0.7549,214.83,0.0653,0.6428,0.3588,0.5024,moderate 9653,Botswana,2020,capital,Administration,Junior,2.45,112609,0.0846,103079,0.6753,69612,71,0.7362,0.8911,398.6,0.0783,0.9035,0.5731,0.8565,high 9654,Ethiopia,2018,urban,Education,Mid_Level,108.65,1427141,0.199,1143101,0.2742,313427,10,0.5717,0.6906,89.28,0.0645,0.4158,0.1936,0.4583,low 9655,Rwanda,2023,rural,Agriculture,Executive,13.67,382079,0.0958,345473,0.3719,128491,62,0.8397,0.9155,2014.34,0.0751,0.9248,0.6954,0.7734,high 9656,Senegal,2021,urban,Health,Junior,16.62,320806,0.0943,290566,0.4765,138448,38,0.6095,0.816,235.05,0.0481,0.6906,0.4585,0.6779,high 9657,Nigeria,2023,rural,Infrastructure,Mid_Level,224.39,3888101,0.2089,3076000,0.3454,1062450,23,0.5163,0.7182,283.59,0.0705,0.5978,0.3404,0.5432,moderate 9658,South Africa,2025,rural,Infrastructure,Mid_Level,62.5,3356198,0.1323,2912318,0.4947,1440779,66,0.8563,0.8581,589.01,0.0923,0.7853,0.5721,0.7701,high 9659,Mozambique,2020,rural,Infrastructure,Mid_Level,29.66,279154,0.2949,196839,0.2087,41079,22,0.5392,0.6809,132.91,0.0705,0.4063,0.2018,0.4464,low 9660,South Africa,2021,rural,Education,Senior,60.54,3401089,0.182,2782110,0.4205,1169988,57,0.7926,0.8256,682.67,0.0793,0.95,0.643,0.7353,high 9661,DRC,2018,urban,Infrastructure,Junior,86.92,554282,0.2023,442137,0.2094,92598,12,0.5954,0.64,154.76,0.0642,0.3856,0.1907,0.4354,low 9662,Nigeria,2022,rural,ICT,Junior,218.92,4187476,0.216,3282986,0.3125,1026095,26,0.5639,0.753,297.0,0.0663,0.6319,0.3718,0.5525,moderate 9663,Nigeria,2020,rural,Education,Junior,208.37,3700965,0.2164,2900173,0.3249,942155,34,0.5636,0.6812,273.25,0.068,0.6505,0.3862,0.568,moderate 9664,Kenya,2018,capital,Justice,Junior,48.55,1844638,0.0806,1695929,0.704,1193916,52,0.648,0.7767,543.38,0.0777,0.95,0.675,0.8149,high 9665,Nigeria,2021,urban,Health,Junior,213.58,4041239,0.1883,3280272,0.4407,1445484,35,0.6477,0.7179,255.02,0.0493,0.5586,0.4158,0.6057,moderate 9666,Tanzania,2020,remote,Health,Mid_Level,59.53,1192957,0.2145,937036,0.1961,183781,32,0.5412,0.8161,224.52,0.0497,0.6434,0.3701,0.5492,moderate 9667,Uganda,2019,capital,Infrastructure,Mid_Level,41.86,383488,0.1913,310142,0.4197,130181,17,0.4922,0.7576,256.17,0.067,0.7029,0.4315,0.5767,moderate 9668,DRC,2019,capital,Infrastructure,Junior,89.7,581676,0.2673,426164,0.2043,87066,8,0.6004,0.6979,92.56,0.0508,0.3485,0.1717,0.4109,low 9669,Ethiopia,2020,remote,Education,Junior,114.15,1265055,0.3959,764163,0.1585,121116,17,0.5512,0.6135,127.85,0.0632,0.4366,0.1746,0.3863,low 9670,South Africa,2022,urban,Security,Mid_Level,61.02,3285164,0.1218,2884917,0.6783,1956921,62,0.6596,0.8328,496.84,0.0671,0.9187,0.5511,0.816,high 9671,Nigeria,2019,remote,Education,Senior,203.29,4462108,0.2854,3188709,0.2292,730926,35,0.7031,0.703,323.66,0.0587,0.726,0.3571,0.5372,moderate 9672,Ethiopia,2021,urban,Security,Mid_Level,117.0,1481099,0.1948,1192538,0.2917,347836,12,0.5418,0.7049,121.67,0.0573,0.4112,0.1982,0.4709,low 9673,Botswana,2023,rural,Justice,Mid_Level,2.56,107578,0.128,93806,0.4287,40215,81,0.9147,0.832,452.57,0.0696,0.95,0.5295,0.8004,high 9674,Nigeria,2021,urban,Finance,Senior,213.58,3821437,0.1451,3267033,0.4626,1511428,24,0.5575,0.8054,302.98,0.0483,0.5839,0.4145,0.61,moderate 9675,Rwanda,2018,rural,Education,Mid_Level,12.14,374001,0.1037,335203,0.4884,163711,91,0.8976,0.7781,376.01,0.0878,0.9381,0.7594,0.8601,high 9676,DRC,2018,rural,Finance,Junior,86.92,510554,0.2765,369399,0.1373,50722,13,0.5507,0.6689,131.05,0.0706,0.335,0.184,0.3999,low 9677,Mozambique,2023,rural,Health,Junior,32.13,326037,0.2701,237961,0.2106,50109,23,0.6015,0.6097,119.32,0.0693,0.3899,0.1878,0.4418,low 9678,Rwanda,2020,capital,Infrastructure,Mid_Level,12.73,324869,0.0548,307066,0.6279,192793,64,0.8682,0.8295,502.94,0.0931,0.95,0.7058,0.8433,high 9679,Rwanda,2021,urban,Administration,Junior,13.04,346084,0.0642,323858,0.6899,223436,88,0.8678,0.8714,415.89,0.087,0.95,0.5221,0.9044,high 9680,Rwanda,2019,remote,ICT,Senior,12.43,322499,0.1397,277430,0.2913,80824,83,0.7207,0.7871,886.76,0.0814,0.8339,0.621,0.7589,high 9681,Botswana,2022,capital,Education,Mid_Level,2.52,125898,0.0748,116475,0.8,93180,60,0.8257,0.8272,482.2,0.0677,0.9166,0.7692,0.8739,high 9682,Uganda,2020,rural,Administration,Mid_Level,43.2,349484,0.3008,244362,0.2356,57562,16,0.5745,0.7168,269.83,0.0486,0.6023,0.4339,0.4848,low 9683,Mozambique,2025,urban,Health,Mid_Level,33.89,314277,0.2191,245409,0.2249,55187,14,0.5713,0.607,102.4,0.0642,0.3874,0.1858,0.4348,low 9684,Mozambique,2018,rural,Justice,Junior,28.12,248096,0.2564,184480,0.1748,32248,22,0.6447,0.6403,138.7,0.0553,0.4413,0.1784,0.4426,low 9685,Tanzania,2024,urban,Education,Mid_Level,67.0,1034358,0.1614,867399,0.4002,347159,28,0.5788,0.8017,208.04,0.0527,0.7184,0.4683,0.6186,moderate 9686,South Africa,2023,capital,Health,Senior,61.51,3125227,0.1194,2752202,0.7078,1948115,57,0.7492,0.8486,903.0,0.072,0.7781,0.5206,0.7968,high 9687,Uganda,2024,rural,Health,Senior,49.0,428520,0.2447,323681,0.2517,81470,16,0.6359,0.7294,470.62,0.0663,0.6848,0.3524,0.5049,moderate 9688,Nigeria,2023,capital,Education,Senior,224.39,3850853,0.1401,3311195,0.4399,1456431,26,0.5598,0.7577,339.47,0.0539,0.6301,0.4077,0.6074,moderate 9689,Tanzania,2023,capital,Health,Senior,65.05,1107767,0.1187,976280,0.4894,477784,28,0.6952,0.8056,371.83,0.0667,0.5783,0.3886,0.6302,moderate 9690,Senegal,2021,capital,Infrastructure,Director,16.62,330328,0.1057,295426,0.5188,153269,36,0.5844,0.6868,628.7,0.0535,0.5569,0.3587,0.6379,moderate 9691,Botswana,2021,urban,Finance,Junior,2.49,114708,0.0819,105314,0.6729,70868,82,0.8205,0.7954,615.44,0.0854,0.7778,0.7211,0.872,high 9692,South Africa,2019,rural,ICT,Senior,59.58,3622079,0.1727,2996713,0.4317,1293546,48,0.7362,0.7949,671.16,0.0773,0.9166,0.6527,0.7109,high 9693,Botswana,2020,rural,ICT,Director,2.45,98059,0.1366,84666,0.4432,37526,54,0.6409,0.7777,1387.59,0.0711,0.8571,0.6335,0.7274,high 9694,Ethiopia,2022,urban,Health,Junior,119.93,1484316,0.1828,1212957,0.3209,389260,19,0.5582,0.6259,90.99,0.0612,0.4426,0.1692,0.4871,low 9695,Ghana,2018,capital,Finance,Junior,30.01,658058,0.1294,572872,0.5985,342890,33,0.7255,0.7042,186.61,0.0621,0.7467,0.3911,0.6692,high 9696,Uganda,2025,rural,Security,Senior,50.57,448407,0.2186,350378,0.2704,94725,24,0.5915,0.7167,343.74,0.0513,0.7169,0.4428,0.5464,moderate 9697,Kenya,2022,capital,Education,Mid_Level,52.76,1641372,0.0868,1498927,0.5317,796967,56,0.6784,0.8956,481.42,0.0706,0.8647,0.7756,0.7996,high 9698,Mozambique,2023,remote,Education,Senior,32.13,345668,0.2787,249317,0.137,34168,18,0.5313,0.6679,163.68,0.069,0.4214,0.1784,0.4197,low 9699,DRC,2024,urban,Education,Junior,105.0,574089,0.2964,403922,0.2359,95284,8,0.4573,0.5977,90.27,0.0696,0.3353,0.2206,0.4001,low 9700,Uganda,2019,capital,Infrastructure,Director,41.86,299217,0.178,245949,0.3792,93263,21,0.5026,0.7252,549.92,0.0623,0.6599,0.4504,0.5726,moderate 9701,Kenya,2020,rural,Security,Junior,50.61,1630721,0.1216,1432445,0.4762,682157,56,0.8317,0.9156,465.53,0.0646,0.95,0.6379,0.7748,high 9702,Ethiopia,2020,urban,Social_Services,Mid_Level,114.15,1414745,0.2538,1055680,0.256,270272,16,0.5076,0.6454,111.77,0.0578,0.379,0.2263,0.4479,low 9703,Ethiopia,2023,remote,Social_Services,Senior,122.93,1275846,0.365,810135,0.1756,142296,17,0.5316,0.5927,177.44,0.0639,0.3446,0.1901,0.3875,low 9704,Ghana,2021,rural,Social_Services,Executive,31.94,763426,0.1466,651521,0.3515,229032,34,0.6096,0.7013,872.81,0.0718,0.7356,0.4302,0.608,moderate 9705,Tanzania,2020,rural,Social_Services,Junior,59.53,1111500,0.2216,865181,0.2768,239519,19,0.6349,0.7668,300.51,0.0494,0.6387,0.3368,0.5239,moderate 9706,Senegal,2022,urban,ICT,Junior,17.07,418432,0.128,364887,0.4073,148624,39,0.7253,0.687,262.34,0.0662,0.6361,0.3589,0.6199,moderate 9707,Senegal,2019,rural,Health,Junior,15.76,353354,0.1486,300851,0.3681,110756,39,0.6793,0.727,219.51,0.0545,0.6738,0.4482,0.6236,moderate 9708,Botswana,2022,rural,Security,Junior,2.52,97031,0.1234,85055,0.5172,43987,84,0.758,0.9294,513.55,0.083,0.95,0.7312,0.866,high 9709,Ghana,2018,rural,Justice,Junior,30.01,799283,0.1463,682372,0.3109,212131,45,0.7779,0.8202,228.56,0.0639,0.6026,0.3453,0.6215,moderate 9710,Mozambique,2023,urban,Education,Senior,32.13,357662,0.2086,283041,0.2865,81096,13,0.5085,0.5934,160.76,0.0717,0.43,0.1629,0.4503,low 9711,DRC,2018,rural,Infrastructure,Mid_Level,86.92,485109,0.3855,298105,0.1551,46247,10,0.5722,0.6975,109.82,0.0531,0.3354,0.1848,0.3741,low 9712,Nigeria,2025,rural,Security,Junior,235.75,4599284,0.1962,3696720,0.3351,1238761,25,0.6417,0.7193,175.37,0.0508,0.6279,0.3697,0.5549,moderate 9713,Botswana,2022,capital,Education,Mid_Level,2.52,124505,0.0828,114190,0.8,91352,67,0.7139,0.8597,439.01,0.095,0.8541,0.6916,0.8803,high 9714,Botswana,2021,urban,Health,Junior,2.49,102746,0.0733,95216,0.7011,66755,73,0.739,0.833,434.32,0.0941,0.95,0.521,0.8615,high 9715,Ethiopia,2022,urban,Infrastructure,Mid_Level,119.93,1302343,0.1767,1072238,0.2973,318824,13,0.4945,0.641,104.3,0.0526,0.4474,0.1722,0.4708,low 9716,DRC,2022,remote,Agriculture,Executive,98.59,515219,0.4009,308672,0.1031,31815,10,0.6054,0.6671,456.68,0.0595,0.4217,0.1702,0.3598,low 9717,Tanzania,2020,remote,Infrastructure,Mid_Level,59.53,1105546,0.203,881145,0.2061,181639,33,0.6566,0.7579,188.51,0.0528,0.5921,0.3389,0.5401,moderate 9718,Tanzania,2023,rural,Social_Services,Mid_Level,65.05,1341934,0.2104,1059588,0.2667,282629,26,0.6558,0.7152,190.36,0.0594,0.6956,0.3596,0.5419,moderate 9719,Nigeria,2025,remote,Health,Senior,235.75,5338905,0.2913,3783619,0.2338,884661,29,0.6642,0.7408,462.67,0.0584,0.5994,0.4532,0.5245,moderate 9720,Uganda,2024,rural,Security,Executive,49.0,409492,0.2358,312918,0.2833,88651,28,0.5914,0.7859,947.06,0.0553,0.6145,0.3621,0.5474,moderate 9721,DRC,2024,remote,Infrastructure,Junior,105.0,641107,0.3865,393350,0.1073,42217,9,0.5274,0.6332,119.54,0.0684,0.383,0.2052,0.3565,low 9722,Ethiopia,2024,remote,Health,Senior,126.0,1606400,0.3936,974160,0.1426,138911,16,0.5559,0.7091,138.52,0.0696,0.433,0.1675,0.3937,low 9723,Kenya,2018,capital,Health,Junior,48.55,1852018,0.094,1677976,0.552,926314,65,0.866,0.7967,531.04,0.0678,0.9119,0.6585,0.8036,high 9724,South Africa,2019,rural,Education,Junior,59.58,3139322,0.1369,2709498,0.4884,1323255,57,0.7883,0.8756,411.02,0.0852,0.838,0.6269,0.7582,high 9725,Rwanda,2023,remote,Security,Junior,13.67,385673,0.11,343262,0.3199,109825,89,0.8372,0.8887,475.53,0.0647,0.8291,0.6725,0.8085,high 9726,Mozambique,2022,urban,Education,Mid_Level,31.29,304338,0.2325,233570,0.2652,61943,15,0.612,0.6726,141.81,0.0581,0.3985,0.2374,0.4601,low 9727,Ethiopia,2024,rural,Education,Junior,126.0,1576850,0.3463,1030779,0.2311,238235,14,0.5236,0.6154,145.09,0.0623,0.4077,0.1644,0.4057,low 9728,South Africa,2025,capital,Administration,Senior,62.5,3698512,0.0979,3336584,0.6914,2306856,49,0.7659,0.8852,563.56,0.0895,0.8404,0.5574,0.7934,high 9729,Botswana,2025,capital,Justice,Junior,2.64,104966,0.0655,98094,0.8,78475,58,0.7076,0.7892,477.04,0.0785,0.7912,0.7433,0.8505,high 9730,Ghana,2024,remote,Security,Junior,34.0,856402,0.2483,643757,0.2818,181428,37,0.5883,0.7592,284.76,0.05,0.7436,0.4535,0.5845,moderate 9731,Rwanda,2025,urban,Health,Junior,14.34,483301,0.0705,449237,0.6867,308480,62,0.7071,0.8409,454.11,0.0821,0.95,0.7336,0.8535,high 9732,Senegal,2024,remote,Administration,Senior,18.0,444756,0.181,364238,0.2635,95992,27,0.5304,0.7908,295.9,0.0603,0.6214,0.41,0.5599,moderate 9733,Ethiopia,2024,remote,Health,Director,126.0,1590262,0.3049,1105400,0.1417,156630,16,0.5001,0.6847,229.36,0.0595,0.3843,0.1948,0.4098,low 9734,Rwanda,2019,urban,Security,Junior,12.43,420533,0.0764,388392,0.6849,265995,57,0.6835,0.9255,552.48,0.0856,0.8007,0.6487,0.8284,high 9735,Nigeria,2024,capital,Education,Junior,230.0,4112857,0.1392,3540245,0.4413,1562470,21,0.5698,0.6922,247.93,0.0657,0.6829,0.428,0.593,moderate 9736,Kenya,2025,capital,Education,Mid_Level,56.15,2014489,0.0979,1817353,0.6697,1217113,55,0.8111,0.8722,519.7,0.0686,0.95,0.7139,0.8277,high 9737,DRC,2018,rural,Education,Junior,86.92,476027,0.2968,334754,0.1703,57009,15,0.5529,0.6048,152.98,0.0682,0.4259,0.1868,0.4079,low 9738,DRC,2021,remote,Education,Director,95.53,556529,0.4246,320226,0.1093,35014,11,0.6171,0.6732,225.3,0.0511,0.4267,0.2304,0.3654,low 9739,Mozambique,2025,urban,Justice,Junior,33.89,305352,0.1635,255435,0.257,65648,13,0.5537,0.5981,97.94,0.0493,0.3391,0.2297,0.4525,low 9740,DRC,2023,capital,Infrastructure,Mid_Level,101.74,555720,0.2178,434705,0.246,106944,12,0.5593,0.708,146.57,0.0702,0.4146,0.2091,0.4556,low 9741,Mozambique,2019,remote,Finance,Junior,28.88,289462,0.3473,188934,0.1385,26160,15,0.4941,0.7143,89.84,0.0598,0.3604,0.1861,0.3971,low 9742,Tanzania,2018,urban,Security,Junior,56.11,1036653,0.1426,888868,0.391,347584,32,0.6736,0.8211,202.64,0.0611,0.5847,0.4498,0.6187,moderate 9743,Botswana,2020,rural,Health,Junior,2.45,100966,0.1298,87859,0.4421,38838,83,0.8516,0.7824,603.68,0.0793,0.8673,0.6725,0.8069,high 9744,South Africa,2018,rural,Administration,Mid_Level,59.11,3047921,0.1288,2655215,0.4637,1231307,58,0.7518,0.8927,409.59,0.0888,0.8024,0.7573,0.7686,high 9745,South Africa,2023,remote,Finance,Mid_Level,61.51,3598799,0.1721,2979296,0.3813,1136085,72,0.8797,0.8125,359.58,0.0724,0.95,0.5711,0.7563,high 9746,Rwanda,2021,urban,Infrastructure,Junior,13.04,411643,0.0827,377589,0.511,192934,92,0.8732,0.9077,541.18,0.0882,0.9243,0.7112,0.8868,high 9747,Ethiopia,2019,capital,Social_Services,Mid_Level,111.37,1169810,0.1939,943036,0.2898,273318,14,0.5135,0.6882,150.38,0.0662,0.3441,0.1973,0.4664,low 9748,Ghana,2023,rural,Security,Junior,33.3,802592,0.1402,690097,0.3492,241001,44,0.628,0.7516,219.19,0.0587,0.6721,0.3213,0.6243,moderate 9749,Ghana,2022,rural,Education,Junior,32.62,937528,0.1642,783599,0.3653,286225,31,0.6827,0.7938,198.0,0.0608,0.7018,0.3777,0.6048,moderate 9750,Ethiopia,2019,rural,Security,Junior,111.37,1428500,0.3134,980767,0.1909,187205,18,0.5968,0.7079,136.89,0.0686,0.4021,0.2364,0.4344,low 9751,Rwanda,2020,rural,Administration,Junior,12.73,415565,0.0939,376551,0.4922,185339,95,0.9017,0.9154,493.66,0.0955,0.943,0.6458,0.8833,high 9752,DRC,2020,urban,Education,Junior,92.57,575693,0.2206,448672,0.1867,83778,14,0.4955,0.6132,98.6,0.0673,0.3369,0.2323,0.4254,low 9753,Ethiopia,2025,urban,Education,Mid_Level,129.15,1733016,0.192,1400230,0.2682,375562,12,0.4926,0.6313,94.95,0.0693,0.4416,0.193,0.4572,low 9754,Ghana,2023,rural,Security,Mid_Level,33.3,792763,0.1636,663074,0.3167,210009,35,0.6037,0.7656,307.68,0.0548,0.6671,0.4744,0.6048,moderate 9755,Senegal,2021,urban,Infrastructure,Director,16.62,317900,0.116,281038,0.4265,119868,40,0.5974,0.7289,508.16,0.0544,0.7393,0.3336,0.6443,moderate 9756,Nigeria,2022,capital,Finance,Junior,218.92,4864918,0.1217,4272649,0.4569,1952043,37,0.6388,0.7871,213.27,0.0664,0.6746,0.403,0.6521,high 9757,Kenya,2021,rural,Health,Junior,51.68,1690457,0.1181,1490784,0.4599,685577,57,0.8305,0.81,633.87,0.0738,0.845,0.6292,0.7469,high 9758,DRC,2020,rural,Education,Mid_Level,92.57,544774,0.3828,336228,0.1622,54540,9,0.4614,0.6284,91.61,0.0686,0.4107,0.1863,0.3713,low 9759,Botswana,2023,rural,Education,Senior,2.56,105989,0.1195,93321,0.4801,44802,68,0.6757,0.9179,909.74,0.0799,0.8264,0.5333,0.7838,high 9760,Ethiopia,2023,rural,Health,Junior,122.93,1442579,0.3244,974590,0.1798,175232,15,0.5456,0.7094,101.73,0.0632,0.3459,0.2263,0.415,low 9761,Uganda,2018,remote,Education,Junior,40.56,292545,0.2955,206084,0.1852,38161,22,0.5518,0.6958,243.36,0.0487,0.5549,0.4314,0.4804,low 9762,Tanzania,2022,urban,Finance,Mid_Level,63.15,1038379,0.1576,874678,0.4134,361561,27,0.598,0.6833,304.22,0.0568,0.6948,0.4438,0.5978,moderate 9763,Botswana,2019,urban,Health,Junior,2.41,111694,0.0964,100922,0.6281,63386,55,0.7983,0.8823,472.02,0.0841,0.95,0.7686,0.8246,high 9764,Kenya,2019,urban,Infrastructure,Senior,49.57,1589389,0.0926,1442162,0.4977,717738,47,0.7435,0.915,628.21,0.0783,0.9132,0.5252,0.7498,high 9765,Ethiopia,2023,urban,Agriculture,Mid_Level,122.93,1491316,0.1904,1207348,0.2467,297872,13,0.5042,0.6118,146.17,0.0623,0.3834,0.2086,0.4475,low 9766,Botswana,2021,urban,Health,Mid_Level,2.49,106062,0.075,98107,0.623,61116,69,0.777,0.781,489.45,0.0771,0.95,0.717,0.8433,high 9767,DRC,2020,capital,Agriculture,Senior,92.57,617626,0.2441,466857,0.2665,124411,14,0.5414,0.6393,168.46,0.0662,0.3925,0.182,0.4439,low 9768,Uganda,2024,urban,Education,Junior,49.0,444717,0.1981,356629,0.3111,110954,26,0.6126,0.715,235.62,0.0701,0.6426,0.4431,0.5591,moderate 9769,Senegal,2023,urban,Infrastructure,Mid_Level,17.53,433496,0.0989,390642,0.4184,163451,27,0.6215,0.8039,273.98,0.0576,0.5589,0.4049,0.6144,moderate 9770,Botswana,2022,urban,Security,Junior,2.52,120714,0.0805,110992,0.7082,78608,80,0.7425,0.8345,541.79,0.0845,0.95,0.6565,0.8928,high 9771,Nigeria,2023,capital,Health,Executive,224.39,4472716,0.1138,3963895,0.4035,1599384,34,0.6004,0.7159,1211.6,0.0662,0.6313,0.3232,0.6103,moderate 9772,South Africa,2025,remote,Social_Services,Mid_Level,62.5,3386485,0.226,2621189,0.3419,896244,65,0.7084,0.9318,374.66,0.0888,0.8469,0.7159,0.7375,high 9773,Kenya,2020,capital,Social_Services,Junior,50.61,1689198,0.0739,1564336,0.5837,913161,53,0.7416,0.9016,419.58,0.0738,0.9375,0.7098,0.8099,high 9774,Ethiopia,2023,urban,Social_Services,Mid_Level,122.93,1312501,0.2388,999072,0.3064,306105,16,0.5484,0.6613,124.94,0.0483,0.3978,0.1917,0.4651,low 9775,Nigeria,2024,rural,Education,Junior,230.0,5232991,0.1902,4237515,0.3146,1333098,30,0.6957,0.716,252.36,0.0548,0.6943,0.3665,0.5696,moderate 9776,South Africa,2024,capital,Education,Mid_Level,62.0,3303223,0.1,2972994,0.7161,2128850,50,0.6515,0.8177,510.04,0.0704,0.9191,0.6387,0.8075,high 9777,Ethiopia,2021,urban,Education,Mid_Level,117.0,1518758,0.2356,1160865,0.2647,307272,16,0.4809,0.6015,104.29,0.0624,0.4044,0.175,0.4454,low 9778,Senegal,2024,rural,Infrastructure,Senior,18.0,426253,0.1628,356871,0.3729,133073,24,0.535,0.7438,326.5,0.0688,0.6669,0.4288,0.5837,moderate 9779,Ghana,2025,rural,ICT,Senior,34.71,910925,0.1553,769412,0.3914,301144,35,0.7256,0.8052,280.43,0.0715,0.6333,0.3704,0.6177,moderate 9780,Kenya,2020,capital,Education,Director,50.61,1717233,0.1006,1544443,0.6716,1037194,55,0.6643,0.8029,1218.36,0.0812,0.8436,0.7034,0.8054,high 9781,Ethiopia,2022,urban,Education,Mid_Level,119.93,1630466,0.228,1258763,0.2824,355520,17,0.6452,0.649,143.19,0.0509,0.3898,0.2328,0.4657,low 9782,DRC,2024,remote,Health,Junior,105.0,539265,0.4777,281666,0.1166,32843,8,0.4749,0.7042,112.13,0.0538,0.3573,0.1934,0.3404,critical 9783,DRC,2021,capital,Education,Senior,95.53,635658,0.2206,495453,0.2105,104309,11,0.5033,0.6231,126.2,0.0714,0.3385,0.1698,0.4193,low 9784,South Africa,2021,urban,Health,Mid_Level,60.54,3680038,0.0991,3315220,0.7189,2383390,64,0.7647,0.9189,521.47,0.0867,0.95,0.6841,0.8662,high 9785,South Africa,2024,rural,Health,Junior,62.0,3390775,0.1608,2845447,0.468,1331586,42,0.6959,0.7999,370.96,0.0896,0.8247,0.7364,0.7079,high 9786,Tanzania,2024,rural,Health,Junior,67.0,1113107,0.181,911667,0.3077,280528,29,0.537,0.6757,311.89,0.0609,0.693,0.3548,0.5603,moderate 9787,Kenya,2025,remote,Agriculture,Senior,56.15,1746084,0.1791,1433313,0.2865,410608,60,0.8001,0.8725,525.22,0.0662,0.8486,0.681,0.7107,high 9788,South Africa,2019,capital,Health,Mid_Level,59.58,3403787,0.0993,3065906,0.7708,2363063,63,0.6771,0.8645,379.84,0.0906,0.8997,0.7392,0.8689,high 9789,Kenya,2024,capital,ICT,Junior,55.0,1958178,0.0939,1774306,0.6071,1077209,54,0.6117,0.9163,430.64,0.0878,0.8254,0.541,0.7874,high 9790,Ethiopia,2023,rural,Finance,Junior,122.93,1383229,0.2359,1056909,0.2115,223533,18,0.4992,0.7108,152.35,0.0554,0.3318,0.2389,0.4526,low 9791,Tanzania,2019,remote,Administration,Junior,57.79,1165338,0.277,842566,0.2226,187573,23,0.5761,0.8249,272.46,0.0686,0.6911,0.3784,0.5246,moderate 9792,Tanzania,2023,capital,Justice,Junior,65.05,1113003,0.14,957207,0.4166,398730,23,0.5203,0.6921,305.3,0.061,0.7315,0.4727,0.6009,moderate 9793,Kenya,2020,rural,Finance,Mid_Level,50.61,1827175,0.1161,1615125,0.3713,599721,49,0.6325,0.7832,463.72,0.0659,0.8207,0.5506,0.6909,high 9794,Senegal,2023,capital,Education,Director,17.53,368250,0.1178,324871,0.458,148802,32,0.6538,0.7407,487.81,0.0483,0.6527,0.356,0.627,moderate 9795,Rwanda,2025,capital,Health,Junior,14.34,451409,0.065,422046,0.5833,246162,55,0.7847,0.8331,497.21,0.072,0.824,0.5395,0.7784,high 9796,Senegal,2018,rural,Health,Senior,15.34,287471,0.1328,249298,0.3506,87415,37,0.5934,0.694,472.0,0.0608,0.5754,0.3829,0.5969,moderate 9797,South Africa,2024,urban,Health,Junior,62.0,3681246,0.1303,3201744,0.647,2071512,77,0.7649,0.8616,495.77,0.0838,0.7878,0.7381,0.8535,high 9798,Ethiopia,2018,urban,Health,Junior,108.65,1375756,0.2438,1040288,0.2736,284620,19,0.6317,0.6559,146.08,0.0633,0.4136,0.2339,0.4681,low 9799,Mozambique,2025,remote,Social_Services,Director,33.89,343705,0.3625,219105,0.1361,29813,16,0.4869,0.6819,345.47,0.0643,0.343,0.2209,0.3921,low 9800,Ethiopia,2024,remote,Education,Junior,126.0,1717995,0.3206,1167206,0.1642,191626,15,0.5241,0.6782,106.62,0.0694,0.4404,0.2292,0.4171,low 9801,Nigeria,2019,remote,Education,Mid_Level,203.29,4511657,0.2651,3315647,0.2196,727959,25,0.5997,0.7737,269.62,0.048,0.6981,0.3785,0.5248,moderate 9802,Rwanda,2025,capital,Social_Services,Junior,14.34,421047,0.0735,390111,0.7008,273376,75,0.7325,0.9071,560.32,0.0939,0.9307,0.6009,0.8835,high 9803,South Africa,2024,capital,Infrastructure,Mid_Level,62.0,3743615,0.1087,3336567,0.7109,2371888,65,0.7685,0.8307,474.44,0.0659,0.8866,0.5634,0.8326,high 9804,Rwanda,2023,urban,Health,Junior,13.67,361391,0.0723,335255,0.6626,222124,93,0.9391,0.9043,647.66,0.0856,0.7864,0.5836,0.9027,high 9805,Uganda,2021,urban,Education,Mid_Level,44.58,305242,0.1721,252721,0.3433,86754,24,0.5241,0.709,317.27,0.0535,0.6909,0.4503,0.5733,moderate 9806,Kenya,2023,capital,Health,Director,53.87,1706819,0.0672,1592086,0.5366,854360,66,0.845,0.7828,1614.35,0.0711,0.9191,0.707,0.8124,high 9807,Mozambique,2022,rural,Social_Services,Mid_Level,31.29,291614,0.311,200915,0.2091,42020,14,0.4819,0.7086,100.99,0.0669,0.4347,0.212,0.4305,low 9808,Uganda,2018,capital,Education,Junior,40.56,283913,0.1392,244378,0.4032,98522,24,0.6289,0.8233,175.81,0.0582,0.6641,0.3705,0.6029,moderate 9809,Botswana,2024,capital,Administration,Mid_Level,2.6,107481,0.0708,99874,0.638,63722,84,0.8102,0.8098,618.26,0.0766,0.9027,0.5666,0.8702,high 9810,DRC,2024,urban,Infrastructure,Senior,105.0,670437,0.2803,482527,0.2161,104296,11,0.6077,0.628,167.03,0.0637,0.3614,0.2049,0.4123,low 9811,Mozambique,2022,rural,Agriculture,Senior,31.29,314288,0.2641,231298,0.2113,48871,15,0.4875,0.613,218.05,0.0542,0.3608,0.1877,0.4211,low 9812,Ethiopia,2023,capital,Security,Junior,122.93,1298095,0.1878,1054253,0.3564,375752,11,0.4902,0.6519,135.39,0.0493,0.3574,0.2275,0.4759,low 9813,Kenya,2022,capital,Social_Services,Junior,52.76,1929546,0.0846,1766327,0.6513,1150335,56,0.7166,0.876,589.17,0.0859,0.8241,0.751,0.8206,high 9814,Kenya,2024,capital,Health,Junior,55.0,1749789,0.0884,1595070,0.5435,866877,55,0.7467,0.7811,419.74,0.0866,0.8705,0.5995,0.7654,high 9815,South Africa,2022,capital,Education,Junior,61.02,3469916,0.0855,3173181,0.6965,2210238,75,0.8412,0.8515,415.26,0.0819,0.8321,0.7476,0.876,high 9816,Botswana,2025,rural,Health,Executive,2.64,121915,0.1375,105157,0.5271,55429,54,0.6565,0.7913,2082.83,0.0711,0.7864,0.7721,0.7569,high 9817,Rwanda,2023,urban,Health,Senior,13.67,429605,0.0895,391173,0.5646,220871,84,0.7136,0.8827,551.53,0.0946,0.876,0.7583,0.8746,high 9818,South Africa,2021,rural,Infrastructure,Mid_Level,60.54,3360565,0.1852,2738352,0.4293,1175581,64,0.799,0.8203,444.38,0.0678,0.8707,0.625,0.7437,high 9819,Tanzania,2021,rural,Health,Junior,61.31,1003293,0.2199,782637,0.3346,261847,31,0.6071,0.8179,293.54,0.0712,0.6519,0.4656,0.5906,moderate 9820,Ghana,2024,rural,Social_Services,Junior,34.0,865955,0.1427,742378,0.3877,287788,30,0.5927,0.6965,264.47,0.0485,0.7142,0.4003,0.6022,moderate 9821,Rwanda,2019,urban,Security,Mid_Level,12.43,391057,0.0801,359719,0.6105,219626,66,0.7593,0.9027,597.11,0.0899,0.8522,0.7538,0.8436,high 9822,Uganda,2021,urban,Administration,Mid_Level,44.58,404506,0.1586,340361,0.3424,116530,22,0.5947,0.7908,271.42,0.0529,0.7058,0.4391,0.5841,moderate 9823,Ethiopia,2019,capital,Health,Mid_Level,111.37,1487403,0.2072,1179281,0.2775,327233,18,0.6264,0.6845,147.5,0.0573,0.351,0.2129,0.4716,low 9824,DRC,2025,urban,Infrastructure,Senior,108.36,583886,0.2372,445359,0.2347,104534,13,0.4894,0.6566,165.07,0.0715,0.3751,0.2138,0.4392,low 9825,Uganda,2021,capital,Education,Director,44.58,321573,0.1551,271681,0.3877,105321,18,0.5731,0.6858,681.93,0.0683,0.7277,0.3562,0.5644,moderate 9826,Mozambique,2023,capital,Security,Senior,32.13,319797,0.1961,257084,0.257,66075,15,0.6202,0.594,201.57,0.0664,0.3756,0.2012,0.4495,low 9827,Mozambique,2023,capital,Security,Junior,32.13,351758,0.166,293367,0.2613,76669,20,0.6126,0.6799,106.91,0.0712,0.3675,0.1827,0.4808,low 9828,DRC,2021,capital,Finance,Junior,95.53,528581,0.2037,420934,0.2119,89191,13,0.5828,0.6362,92.28,0.0675,0.4303,0.2389,0.4469,low 9829,Tanzania,2025,rural,Education,Senior,69.01,1268414,0.2171,992980,0.3099,307755,23,0.5653,0.7974,482.29,0.0595,0.6373,0.3484,0.5489,moderate 9830,Nigeria,2023,capital,Finance,Mid_Level,224.39,4107775,0.1384,3539217,0.499,1765948,32,0.5759,0.6963,282.54,0.0611,0.5959,0.3717,0.6214,moderate 9831,South Africa,2023,capital,Agriculture,Junior,61.51,2936838,0.0865,2682934,0.7233,1940517,60,0.7856,0.8105,527.58,0.0648,0.95,0.6881,0.8446,high 9832,Nigeria,2023,urban,Security,Junior,224.39,4211853,0.1338,3648124,0.4478,1633547,26,0.5721,0.7562,297.22,0.0703,0.7129,0.4069,0.6189,moderate 9833,Kenya,2025,urban,Education,Junior,56.15,1832130,0.1126,1625744,0.6272,1019746,41,0.7013,0.8076,403.7,0.0828,0.8512,0.7306,0.7605,high 9834,Senegal,2018,urban,Justice,Mid_Level,15.34,371368,0.0959,335765,0.4204,141162,23,0.6558,0.7213,295.72,0.0513,0.6357,0.3696,0.5974,moderate 9835,South Africa,2022,rural,Agriculture,Executive,61.02,2959494,0.1639,2474475,0.4309,1066234,46,0.6694,0.7952,1967.28,0.0711,0.8854,0.6264,0.7022,high 9836,Uganda,2019,urban,ICT,Mid_Level,41.86,306023,0.1623,256354,0.3906,100143,16,0.4977,0.6862,220.68,0.0671,0.6892,0.4636,0.5653,moderate 9837,Ethiopia,2022,capital,Education,Junior,119.93,1338295,0.2293,1031369,0.3077,317355,11,0.5497,0.6416,154.02,0.0673,0.407,0.2363,0.4577,low 9838,Tanzania,2020,urban,Infrastructure,Director,59.53,919039,0.165,767390,0.4207,322803,28,0.5562,0.7448,533.81,0.0604,0.6963,0.4586,0.6111,moderate 9839,Botswana,2021,capital,Security,Junior,2.49,123962,0.0809,113935,0.7501,85457,51,0.7315,0.7786,575.85,0.0817,0.95,0.565,0.8131,high 9840,Tanzania,2024,rural,Education,Junior,67.0,1204575,0.1595,1012431,0.3004,304102,24,0.6711,0.8189,192.75,0.0544,0.5992,0.4592,0.5739,moderate 9841,Kenya,2020,urban,Administration,Junior,50.61,1925006,0.1078,1717552,0.5551,953483,38,0.7151,0.7938,497.7,0.0762,0.95,0.6794,0.7389,high 9842,Mozambique,2025,rural,Security,Mid_Level,33.89,341072,0.2764,246785,0.2053,50655,21,0.641,0.669,97.41,0.0712,0.3683,0.2324,0.4451,low 9843,Rwanda,2019,rural,ICT,Mid_Level,12.43,326003,0.0958,294773,0.48,141491,57,0.8196,0.8482,544.37,0.0746,0.7876,0.5568,0.7502,high 9844,Nigeria,2025,remote,Administration,Senior,235.75,5384319,0.2447,4066795,0.2682,1090612,36,0.5553,0.7682,445.9,0.0653,0.6675,0.4023,0.5681,moderate 9845,Senegal,2019,rural,ICT,Senior,15.76,378274,0.1532,320336,0.3367,107857,35,0.6073,0.7967,423.95,0.0603,0.6274,0.3602,0.6016,moderate 9846,Ghana,2020,rural,Health,Mid_Level,31.29,688481,0.1573,580186,0.3833,222377,40,0.5876,0.7679,296.72,0.0702,0.6866,0.4736,0.6377,moderate 9847,Botswana,2023,capital,Social_Services,Senior,2.56,118238,0.079,108901,0.7865,85655,77,0.7287,0.9204,779.14,0.0689,0.8913,0.7676,0.9234,high 9848,Ghana,2023,capital,Education,Junior,33.3,711607,0.1146,630026,0.6138,386707,47,0.6547,0.7433,286.86,0.0483,0.5745,0.4327,0.7045,high 9849,Kenya,2021,capital,Education,Senior,51.68,1795141,0.0685,1672154,0.6729,1125144,43,0.7118,0.7832,848.39,0.0754,0.8183,0.6969,0.7776,high 9850,Kenya,2024,capital,Administration,Mid_Level,55.0,1825235,0.0752,1687971,0.5655,954481,41,0.7129,0.795,351.51,0.0712,0.9381,0.7004,0.7582,high 9851,Senegal,2022,urban,Health,Senior,17.07,373035,0.1146,330277,0.3982,131527,32,0.6967,0.7827,325.96,0.0527,0.7417,0.4633,0.6388,moderate 9852,Uganda,2020,remote,ICT,Senior,43.2,369781,0.2786,266775,0.1809,48263,22,0.595,0.7322,322.85,0.0504,0.5693,0.4256,0.4899,low 9853,Uganda,2022,remote,Education,Mid_Level,46.01,313208,0.3532,202581,0.1806,36583,28,0.5207,0.6811,313.22,0.0707,0.5803,0.3239,0.4694,low 9854,Tanzania,2025,urban,Security,Mid_Level,69.01,1103095,0.1312,958418,0.3589,343999,31,0.5735,0.7871,274.12,0.0535,0.7341,0.3595,0.6119,moderate 9855,Rwanda,2022,urban,Administration,Junior,13.35,362800,0.0878,330959,0.6634,219550,86,0.95,0.7835,392.54,0.0656,0.8994,0.6876,0.8851,high 9856,Ethiopia,2022,capital,Social_Services,Mid_Level,119.93,1282479,0.1738,1059602,0.3072,325482,14,0.5829,0.6387,146.14,0.0658,0.4096,0.2308,0.4782,low 9857,Nigeria,2025,rural,Education,Junior,235.75,4222498,0.1887,3425755,0.3557,1218477,33,0.5952,0.7597,242.32,0.0616,0.6339,0.427,0.5943,moderate 9858,Tanzania,2025,remote,Social_Services,Junior,69.01,1426803,0.2568,1060434,0.2392,253696,27,0.6256,0.8003,196.91,0.0587,0.6851,0.383,0.54,moderate 9859,Mozambique,2024,rural,Social_Services,Senior,33.0,339027,0.2994,237535,0.2081,49434,23,0.6381,0.6605,200.33,0.0617,0.3573,0.1677,0.4363,low 9860,Rwanda,2025,remote,Education,Mid_Level,14.34,422242,0.1068,377128,0.3644,137406,67,0.8319,0.9282,570.11,0.0727,0.8388,0.7068,0.7757,high 9861,Senegal,2020,rural,Administration,Mid_Level,16.18,393499,0.1808,322365,0.369,118963,34,0.5682,0.7242,220.11,0.0554,0.6935,0.3514,0.5952,moderate 9862,Mozambique,2025,rural,Health,Junior,33.89,318284,0.228,245728,0.1857,45624,17,0.6163,0.6178,132.05,0.0624,0.384,0.236,0.4366,low 9863,Rwanda,2025,urban,Health,Director,14.34,416344,0.0858,380632,0.6397,243494,57,0.7981,0.8197,1519.56,0.0885,0.9118,0.5322,0.7983,high 9864,Uganda,2025,remote,ICT,Director,50.57,401449,0.3592,257241,0.1993,51275,25,0.5283,0.781,490.41,0.0542,0.607,0.3616,0.4865,low 9865,South Africa,2018,urban,Justice,Mid_Level,59.11,2883923,0.1135,2556477,0.6675,1706455,63,0.6563,0.79,518.29,0.0651,0.95,0.5785,0.8173,high 9866,Botswana,2021,rural,Education,Junior,2.49,95573,0.0956,86436,0.4498,38878,48,0.7824,0.9153,636.62,0.0936,0.95,0.6804,0.7589,high 9867,Tanzania,2023,urban,Health,Junior,65.05,1244370,0.1431,1066350,0.4075,434516,32,0.5852,0.7008,280.0,0.0586,0.7336,0.39,0.6136,moderate 9868,Ghana,2020,rural,Education,Mid_Level,31.29,790184,0.1837,645037,0.4064,262171,32,0.6738,0.7943,291.3,0.0584,0.5895,0.4646,0.6102,moderate 9869,Kenya,2022,capital,Security,Mid_Level,52.76,1993975,0.0957,1803142,0.6276,1131564,40,0.6992,0.83,458.19,0.0666,0.95,0.5546,0.7579,high 9870,Senegal,2023,capital,Health,Junior,17.53,403888,0.1197,355562,0.4864,172934,39,0.7123,0.7347,224.34,0.067,0.7455,0.4385,0.6678,high 9871,Uganda,2025,urban,Justice,Executive,50.57,410973,0.1729,339930,0.3818,129782,23,0.531,0.8117,974.89,0.0497,0.6581,0.3909,0.5864,moderate 9872,Ethiopia,2024,rural,Health,Mid_Level,126.0,1364983,0.2854,975413,0.2275,221928,11,0.4882,0.668,115.84,0.0481,0.3829,0.2357,0.4251,low 9873,Ghana,2021,capital,Security,Mid_Level,31.94,863201,0.0984,778269,0.621,483323,26,0.673,0.6843,221.2,0.0564,0.7199,0.4269,0.663,high 9874,Ethiopia,2018,capital,Health,Mid_Level,108.65,1232243,0.2342,943633,0.3397,320516,11,0.4657,0.6335,134.11,0.0589,0.3344,0.1768,0.45,low 9875,Kenya,2020,rural,Health,Junior,50.61,1797497,0.13,1563783,0.3664,573011,37,0.6903,0.8319,350.88,0.0917,0.7803,0.6128,0.6657,high 9876,Mozambique,2025,urban,Security,Executive,33.89,299144,0.1931,241393,0.2474,59731,13,0.5253,0.6333,613.49,0.0501,0.432,0.194,0.4537,low 9877,DRC,2018,urban,Health,Junior,86.92,564804,0.2911,400372,0.1919,76843,14,0.5819,0.5861,117.49,0.0671,0.4067,0.1666,0.4054,low 9878,Tanzania,2023,capital,Administration,Senior,65.05,1071078,0.1456,915114,0.4697,429864,28,0.6701,0.6817,279.86,0.0653,0.5762,0.4297,0.6039,moderate 9879,Kenya,2021,capital,Health,Junior,51.68,1580300,0.082,1450788,0.6339,919723,65,0.8684,0.7902,357.35,0.0681,0.95,0.5851,0.8225,high 9880,DRC,2021,urban,Infrastructure,Junior,95.53,628782,0.25,471597,0.212,99967,9,0.579,0.7014,93.69,0.0672,0.3519,0.2022,0.4236,low 9881,Uganda,2023,rural,Health,Mid_Level,47.48,405592,0.2831,290784,0.2738,79621,17,0.5132,0.7001,322.92,0.057,0.7024,0.4095,0.5064,moderate 9882,DRC,2020,capital,Administration,Senior,92.57,627412,0.2207,488962,0.2421,118359,14,0.6058,0.6527,133.73,0.0519,0.4384,0.1663,0.4487,low 9883,Botswana,2018,rural,Health,Junior,2.38,97768,0.127,85355,0.4319,36867,52,0.6414,0.8733,417.12,0.0912,0.8791,0.6451,0.7397,high 9884,Ghana,2021,urban,Finance,Junior,31.94,797974,0.1205,701784,0.458,321384,46,0.6053,0.6845,201.49,0.0596,0.6096,0.4765,0.6606,high 9885,Uganda,2025,rural,Security,Senior,50.57,356082,0.3004,249100,0.2728,67964,24,0.6433,0.6969,288.6,0.0664,0.5779,0.4351,0.5089,moderate 9886,South Africa,2024,capital,Agriculture,Mid_Level,62.0,3563892,0.1119,3165129,0.76,2405572,68,0.8034,0.8259,514.99,0.0915,0.95,0.6627,0.8672,high 9887,Senegal,2018,capital,Education,Executive,15.34,288466,0.1157,255078,0.5699,145371,26,0.5755,0.8149,785.46,0.0674,0.6759,0.4579,0.6641,high 9888,South Africa,2020,capital,Agriculture,Mid_Level,60.06,2839710,0.0953,2569206,0.69,1772833,62,0.7243,0.8658,519.75,0.0664,0.8567,0.6209,0.8313,high 9889,Tanzania,2022,rural,Social_Services,Senior,63.15,1165936,0.1905,943841,0.3188,300862,22,0.5264,0.6891,478.94,0.0688,0.679,0.347,0.543,moderate 9890,Rwanda,2018,urban,Security,Mid_Level,12.14,370413,0.0615,347634,0.5922,205862,60,0.7009,0.9221,464.37,0.0933,0.8502,0.589,0.8149,high 9891,Rwanda,2024,capital,Education,Mid_Level,14.0,383907,0.0761,354697,0.6935,245969,67,0.7609,0.8742,562.4,0.068,0.8361,0.775,0.8641,high 9892,Nigeria,2019,capital,Education,Senior,203.29,3579545,0.1312,3109881,0.4073,1266578,24,0.6794,0.753,477.62,0.0681,0.7447,0.3656,0.603,moderate 9893,Senegal,2022,urban,Infrastructure,Junior,17.07,387713,0.1227,340142,0.5114,173964,38,0.6267,0.7161,262.0,0.0705,0.5686,0.3794,0.6444,moderate 9894,Senegal,2022,capital,Security,Senior,17.07,383212,0.0857,350366,0.5498,192635,24,0.6835,0.7551,375.65,0.0562,0.6592,0.4603,0.6512,high 9895,Nigeria,2021,urban,Administration,Junior,213.58,4099354,0.1302,3565574,0.391,1394287,24,0.6533,0.8215,189.28,0.0553,0.58,0.4357,0.6,moderate 9896,Ghana,2021,urban,Social_Services,Mid_Level,31.94,797643,0.1071,712244,0.4811,342668,27,0.5655,0.8124,220.17,0.0628,0.7037,0.3742,0.6407,moderate 9897,Uganda,2019,capital,Infrastructure,Junior,41.86,296611,0.1991,237565,0.3972,94368,18,0.5326,0.8244,254.01,0.0508,0.5929,0.4419,0.5717,moderate 9898,Mozambique,2023,rural,Education,Mid_Level,32.13,295952,0.2548,220532,0.2094,46189,15,0.5599,0.6067,84.85,0.058,0.3497,0.2226,0.4244,low 9899,DRC,2018,remote,Security,Junior,86.92,490389,0.373,307496,0.1344,41327,11,0.4793,0.6863,102.88,0.0534,0.3449,0.2277,0.3781,low 9900,Senegal,2021,remote,Education,Junior,16.62,339059,0.1627,283878,0.2366,67178,38,0.7144,0.7772,293.34,0.0587,0.5921,0.3747,0.5767,moderate 9901,South Africa,2022,remote,Education,Mid_Level,61.02,3663963,0.1743,3025479,0.3038,919124,57,0.6359,0.8611,529.83,0.0923,0.8243,0.7326,0.7097,high 9902,Mozambique,2020,rural,Education,Executive,29.66,313602,0.3205,213095,0.2053,43754,20,0.6414,0.6567,417.99,0.0631,0.3461,0.1895,0.4233,low 9903,Rwanda,2024,urban,Social_Services,Director,14.0,369629,0.0727,342750,0.569,195038,83,0.7918,0.8613,1481.36,0.082,0.897,0.5673,0.8572,high 9904,Botswana,2023,capital,Security,Mid_Level,2.56,130908,0.0658,122293,0.7015,85784,65,0.7664,0.7961,480.6,0.0935,0.95,0.5735,0.8432,high 9905,Ghana,2020,capital,Health,Junior,31.29,707448,0.123,620396,0.6034,374323,42,0.6566,0.7647,320.99,0.0586,0.5999,0.3243,0.6822,high 9906,Senegal,2020,capital,Education,Director,16.18,377862,0.096,341585,0.4526,154590,30,0.71,0.8209,597.42,0.0667,0.5796,0.4121,0.6364,moderate 9907,Uganda,2019,capital,Agriculture,Junior,41.86,364817,0.1623,305611,0.3318,101389,19,0.6338,0.7668,227.24,0.0544,0.676,0.3568,0.5582,moderate 9908,Tanzania,2023,capital,Administration,Junior,65.05,1159903,0.1338,1004695,0.4618,464013,24,0.6047,0.7491,304.43,0.049,0.7006,0.3812,0.6126,moderate 9909,Ethiopia,2023,remote,ICT,Junior,122.93,1259932,0.2979,884541,0.1603,141824,14,0.6028,0.6976,96.64,0.0504,0.4252,0.2256,0.4203,low 9910,Rwanda,2020,capital,Health,Mid_Level,12.73,397056,0.0697,369376,0.6457,238510,56,0.7312,0.8266,562.66,0.0956,0.9379,0.6509,0.8169,high 9911,Tanzania,2020,capital,Health,Junior,59.53,1116622,0.1423,957710,0.4031,386086,24,0.6508,0.8058,252.06,0.0596,0.5774,0.451,0.5989,moderate 9912,Botswana,2020,urban,Justice,Senior,2.45,109666,0.0781,101098,0.6346,64158,55,0.7238,0.8491,868.7,0.0761,0.935,0.6059,0.8081,high 9913,Ethiopia,2021,rural,Security,Mid_Level,117.0,1456426,0.3398,961561,0.1799,172998,10,0.5711,0.6135,141.61,0.0645,0.3889,0.1932,0.3853,low 9914,Ghana,2019,urban,Education,Junior,30.64,713994,0.1498,607069,0.5199,315615,41,0.5797,0.7672,267.2,0.0566,0.6835,0.3262,0.6611,high 9915,Kenya,2024,urban,Education,Mid_Level,55.0,1833807,0.0938,1661718,0.6532,1085413,47,0.6726,0.7885,635.37,0.0863,0.8943,0.6641,0.7814,high 9916,Rwanda,2023,urban,Administration,Junior,13.67,447219,0.069,416352,0.5121,213217,87,0.7435,0.8331,622.91,0.0886,0.9049,0.613,0.855,high 9917,Senegal,2019,capital,Education,Mid_Level,15.76,318000,0.0931,288400,0.515,148523,32,0.7154,0.6894,254.72,0.0593,0.7065,0.4671,0.6563,high 9918,Tanzania,2020,rural,Administration,Mid_Level,59.53,1159790,0.1551,979881,0.3239,317367,34,0.6992,0.6926,175.38,0.0563,0.6067,0.4118,0.5829,moderate 9919,Uganda,2018,urban,Administration,Mid_Level,40.56,280057,0.1882,227363,0.3756,85406,19,0.6485,0.8177,281.17,0.0612,0.6277,0.3985,0.5696,moderate 9920,DRC,2020,rural,Education,Junior,92.57,634913,0.3043,441705,0.1602,70770,13,0.5655,0.6777,102.53,0.0693,0.3783,0.2052,0.4065,low 9921,Kenya,2019,urban,Security,Mid_Level,49.57,1706056,0.0807,1568328,0.5206,816466,66,0.8313,0.8376,620.3,0.0701,0.7949,0.7797,0.8081,high 9922,Ghana,2022,remote,Infrastructure,Mid_Level,32.62,870296,0.2082,689117,0.2698,185948,38,0.5968,0.7386,282.74,0.0594,0.6796,0.476,0.5868,moderate 9923,Uganda,2023,urban,Administration,Senior,47.48,369170,0.2043,293740,0.3585,105299,24,0.6198,0.7535,359.42,0.0552,0.6106,0.4663,0.5692,moderate 9924,Uganda,2020,urban,Health,Senior,43.2,394931,0.1747,325950,0.3843,125259,26,0.6584,0.7936,349.21,0.0533,0.6571,0.4585,0.598,moderate 9925,Botswana,2022,remote,Health,Junior,2.52,126119,0.1747,104086,0.3888,40472,69,0.775,0.7808,572.92,0.0665,0.854,0.53,0.7316,high 9926,South Africa,2025,urban,Security,Junior,62.5,3299290,0.142,2830780,0.7058,1998096,47,0.6222,0.8924,358.01,0.076,0.95,0.5383,0.7912,high 9927,Botswana,2020,remote,Health,Junior,2.45,97942,0.1258,85625,0.339,29031,85,0.8902,0.9081,355.68,0.0687,0.95,0.5734,0.8044,high 9928,Botswana,2018,urban,Education,Mid_Level,2.38,104822,0.0797,96469,0.6821,65802,66,0.728,0.8884,454.72,0.0778,0.8463,0.6411,0.8476,high 9929,Nigeria,2020,urban,Education,Mid_Level,208.37,4640957,0.1754,3826912,0.4508,1725073,33,0.6124,0.8238,224.09,0.0501,0.7124,0.4394,0.6401,moderate 9930,Senegal,2018,urban,Health,Senior,15.34,301593,0.1011,271114,0.4838,131168,37,0.6132,0.7684,269.2,0.0719,0.6041,0.4503,0.6589,high 9931,Ghana,2020,capital,Health,Executive,31.29,703759,0.1131,624165,0.5528,345021,39,0.6693,0.7914,738.21,0.061,0.6402,0.3426,0.6744,high 9932,DRC,2025,capital,Security,Junior,108.36,698904,0.2602,517067,0.2072,107138,14,0.5301,0.6025,126.5,0.0693,0.397,0.2128,0.4231,low 9933,South Africa,2020,capital,Health,Mid_Level,60.06,3477386,0.1257,3040410,0.7121,2164996,44,0.5892,0.8345,519.92,0.0721,0.8935,0.7529,0.7964,high 9934,Senegal,2024,remote,Security,Junior,18.0,382724,0.1841,312278,0.2441,76214,27,0.6203,0.6906,291.53,0.0537,0.5834,0.389,0.5333,moderate 9935,Kenya,2018,urban,Security,Junior,48.55,1461608,0.0848,1337660,0.6041,808033,42,0.5766,0.8989,468.95,0.0856,0.95,0.6233,0.777,high 9936,Kenya,2021,remote,Agriculture,Junior,51.68,1899097,0.1348,1643186,0.2951,484891,43,0.7365,0.8798,563.52,0.0673,0.95,0.601,0.6846,high 9937,Nigeria,2024,urban,ICT,Junior,230.0,4232323,0.1461,3614083,0.4822,1742605,38,0.6989,0.8036,175.01,0.0663,0.6105,0.3496,0.6456,moderate 9938,Botswana,2020,urban,Education,Senior,2.45,103671,0.0972,93593,0.7885,73801,82,0.852,0.9217,880.54,0.0667,0.95,0.5213,0.9132,high 9939,Senegal,2018,rural,Security,Director,15.34,317743,0.1643,265532,0.2957,78516,28,0.5658,0.8153,729.06,0.0686,0.6303,0.4381,0.582,moderate 9940,Mozambique,2025,urban,Health,Director,33.89,342832,0.2173,268340,0.2399,64369,21,0.6557,0.6651,355.43,0.0664,0.4428,0.1646,0.4687,low 9941,Mozambique,2018,rural,Justice,Junior,28.12,302459,0.2214,235500,0.175,41216,20,0.5857,0.6457,120.66,0.0576,0.3436,0.1801,0.4376,low 9942,Mozambique,2021,rural,Health,Junior,30.47,334092,0.2654,245420,0.1877,46070,23,0.5193,0.6471,108.13,0.0684,0.3496,0.2363,0.4437,low 9943,DRC,2025,urban,Health,Senior,108.36,588334,0.286,420057,0.243,102074,11,0.48,0.6592,170.93,0.061,0.392,0.2175,0.4266,low 9944,Ghana,2019,remote,Education,Director,30.64,770883,0.2186,602378,0.2565,154503,37,0.7337,0.7009,628.57,0.0632,0.6385,0.3405,0.555,moderate 9945,South Africa,2021,rural,Infrastructure,Director,60.54,3688282,0.1552,3116016,0.5059,1576525,72,0.8807,0.7821,1249.45,0.0681,0.9083,0.7456,0.8004,high 9946,Mozambique,2021,rural,Health,Junior,30.47,278820,0.2509,208861,0.2026,42317,17,0.596,0.6003,116.57,0.0491,0.3699,0.1605,0.4235,low 9947,Senegal,2018,capital,Justice,Junior,15.34,375757,0.0843,344098,0.5339,183719,31,0.611,0.7481,240.26,0.0676,0.6115,0.3661,0.6499,moderate 9948,Nigeria,2024,rural,Security,Junior,230.0,4442646,0.2429,3363635,0.3235,1088029,28,0.6785,0.7679,319.47,0.0601,0.5774,0.3882,0.5519,moderate 9949,Botswana,2022,remote,Education,Junior,2.52,122106,0.1542,103279,0.3856,39827,60,0.672,0.7779,478.92,0.0705,0.95,0.576,0.7271,high 9950,Rwanda,2019,urban,Security,Junior,12.43,409731,0.0652,382997,0.5368,205574,67,0.6899,0.8743,424.44,0.064,0.95,0.7367,0.8352,high 9951,Ethiopia,2024,capital,Education,Executive,126.0,1608363,0.2237,1248515,0.2942,367354,10,0.4627,0.6975,504.19,0.0678,0.4243,0.2038,0.4601,low 9952,DRC,2023,remote,Administration,Junior,101.74,641663,0.5014,319917,0.1245,39841,14,0.4941,0.6974,103.18,0.0575,0.4045,0.1795,0.3538,low 9953,Ghana,2022,remote,Infrastructure,Junior,32.62,918889,0.227,710337,0.2907,206491,31,0.6134,0.7027,243.48,0.049,0.6258,0.4016,0.5516,moderate 9954,Senegal,2018,urban,Infrastructure,Junior,15.34,352745,0.0953,319142,0.4869,155392,23,0.5443,0.7231,187.16,0.0514,0.6197,0.391,0.6149,moderate 9955,Ghana,2022,remote,Infrastructure,Mid_Level,32.62,879838,0.2211,685333,0.3,205601,42,0.7467,0.7887,175.87,0.0524,0.7164,0.4567,0.6103,moderate 9956,Ghana,2021,capital,Health,Director,31.94,834365,0.1252,729923,0.5796,423035,28,0.5465,0.8037,666.94,0.0501,0.6686,0.3438,0.6554,high 9957,Tanzania,2025,rural,Education,Junior,69.01,1389126,0.1986,1113269,0.3,333979,25,0.611,0.8151,309.23,0.0527,0.6387,0.3967,0.5637,moderate 9958,Ghana,2023,capital,Education,Junior,33.3,724708,0.1167,640140,0.5226,334564,48,0.6892,0.7406,278.5,0.0692,0.6578,0.3901,0.6874,high 9959,Senegal,2024,urban,Finance,Junior,18.0,428113,0.0938,387970,0.3967,153924,28,0.5248,0.7011,233.71,0.0507,0.7105,0.4798,0.6199,moderate 9960,Ethiopia,2019,rural,Justice,Mid_Level,111.37,1458098,0.2958,1026853,0.2132,218939,11,0.5661,0.6026,112.78,0.0484,0.3838,0.201,0.4057,low 9961,Rwanda,2022,rural,Agriculture,Mid_Level,13.35,395874,0.0992,356599,0.4854,173102,57,0.6939,0.852,534.18,0.0793,0.95,0.7769,0.7895,high 9962,DRC,2024,remote,Health,Junior,105.0,680473,0.4389,381823,0.1057,40370,8,0.5115,0.6572,92.92,0.0645,0.3874,0.2322,0.3473,critical 9963,Mozambique,2018,rural,Security,Junior,28.12,252070,0.3095,174042,0.1799,31302,12,0.6156,0.631,108.72,0.0552,0.4255,0.2069,0.4055,low 9964,Kenya,2025,remote,Administration,Junior,56.15,2130041,0.1847,1736711,0.3,520991,41,0.6634,0.9281,634.5,0.0843,0.9045,0.6048,0.6715,high 9965,Ethiopia,2019,rural,Finance,Junior,111.37,1411267,0.3459,923039,0.1985,183241,16,0.519,0.5918,120.44,0.0649,0.3342,0.237,0.399,low 9966,Nigeria,2023,urban,ICT,Junior,224.39,4373553,0.1359,3779037,0.4461,1685818,31,0.5943,0.7196,289.02,0.0534,0.5956,0.3586,0.6084,moderate 9967,DRC,2023,urban,Social_Services,Senior,101.74,680837,0.2109,537252,0.2151,115556,12,0.4867,0.6133,173.32,0.0644,0.426,0.181,0.4337,low 9968,DRC,2020,rural,Administration,Senior,92.57,624954,0.3602,399823,0.1602,64036,12,0.6144,0.6362,137.82,0.0595,0.4484,0.2197,0.3922,low 9969,Kenya,2023,urban,Health,Junior,53.87,1739358,0.0957,1572825,0.5742,903099,46,0.6955,0.8493,627.31,0.0882,0.8102,0.7769,0.7707,high 9970,Mozambique,2022,remote,Administration,Director,31.29,316061,0.3739,197875,0.1565,30974,21,0.6227,0.7021,315.47,0.0595,0.3723,0.1877,0.4095,low 9971,Uganda,2019,rural,Security,Junior,41.86,350620,0.2689,256329,0.2318,59419,26,0.6459,0.7252,233.23,0.0627,0.6517,0.3727,0.5169,moderate 9972,Rwanda,2023,rural,Health,Senior,13.67,445805,0.0885,406342,0.3864,157021,63,0.845,0.7824,888.63,0.0891,0.9487,0.5508,0.7493,high 9973,Uganda,2023,capital,Infrastructure,Director,47.48,334354,0.1852,272435,0.4469,121750,23,0.6532,0.7256,514.15,0.0596,0.7082,0.4243,0.595,moderate 9974,Nigeria,2022,capital,Justice,Junior,218.92,4363174,0.1472,3720974,0.4576,1702609,24,0.6445,0.739,275.94,0.0707,0.6915,0.3944,0.607,moderate 9975,Ghana,2022,urban,Security,Junior,32.62,846857,0.1308,736056,0.4985,366921,48,0.7619,0.7261,208.81,0.0702,0.5811,0.3636,0.6653,high 9976,Botswana,2025,urban,Administration,Mid_Level,2.64,121673,0.075,112551,0.5894,66337,56,0.7633,0.9274,608.38,0.0693,0.9152,0.7202,0.8213,high 9977,Ghana,2021,capital,Agriculture,Director,31.94,763917,0.1178,673912,0.5684,383030,34,0.6586,0.7995,548.42,0.0596,0.5732,0.4331,0.6682,high 9978,Senegal,2020,rural,Finance,Mid_Level,16.18,332540,0.1777,273452,0.353,96516,36,0.6317,0.6907,201.12,0.0547,0.5646,0.4229,0.5862,moderate 9979,Senegal,2018,urban,Social_Services,Junior,15.34,377324,0.1088,336283,0.4783,160842,35,0.6179,0.7403,199.28,0.0715,0.6013,0.3847,0.6395,moderate 9980,Ethiopia,2019,capital,Health,Junior,111.37,1148960,0.1943,925744,0.3278,303446,12,0.4777,0.6587,137.75,0.0615,0.3366,0.2265,0.4685,low 9981,Senegal,2021,capital,Social_Services,Senior,16.62,383713,0.12,337660,0.4912,165848,41,0.6051,0.7725,340.16,0.0481,0.6373,0.3935,0.6642,high 9982,Mozambique,2018,remote,Security,Junior,28.12,244911,0.2712,178490,0.1249,22297,14,0.5185,0.6238,118.3,0.0597,0.4407,0.1723,0.4033,low 9983,Uganda,2024,rural,Agriculture,Director,49.0,448881,0.2875,319838,0.2669,85375,19,0.6393,0.6993,562.64,0.0696,0.5556,0.3397,0.4868,low 9984,Tanzania,2019,remote,Security,Mid_Level,57.79,1142517,0.2699,834141,0.2153,179556,23,0.5066,0.7075,180.28,0.0674,0.5711,0.4686,0.5039,moderate 9985,Mozambique,2021,urban,Education,Director,30.47,288836,0.1698,239803,0.225,53965,19,0.6128,0.5914,338.69,0.0613,0.4042,0.186,0.459,low 9986,Uganda,2023,capital,Education,Mid_Level,47.48,405402,0.1451,346589,0.4125,142960,23,0.5343,0.8007,209.55,0.0596,0.6564,0.3691,0.597,moderate 9987,Ghana,2025,capital,Health,Director,34.71,937277,0.1109,833353,0.5754,479500,39,0.5645,0.7493,569.33,0.0572,0.6692,0.3502,0.678,high 9988,Tanzania,2020,capital,Health,Mid_Level,59.53,1018391,0.107,909467,0.4203,382207,28,0.5791,0.7371,301.63,0.0701,0.7047,0.4136,0.6207,moderate 9989,Kenya,2020,remote,Administration,Mid_Level,50.61,1757808,0.1351,1520254,0.2911,442516,40,0.5632,0.7954,429.66,0.0667,0.8164,0.7033,0.6603,high 9990,Kenya,2023,urban,Infrastructure,Junior,53.87,1705095,0.081,1566932,0.5876,920674,40,0.6738,0.8771,497.03,0.0678,0.7779,0.7398,0.76,high 9991,South Africa,2023,rural,Education,Mid_Level,61.51,3139430,0.1584,2642259,0.4679,1236429,57,0.6714,0.8133,388.66,0.0815,0.95,0.628,0.7497,high 9992,Ethiopia,2023,urban,Administration,Junior,122.93,1404785,0.2016,1121620,0.2656,297903,11,0.6177,0.6378,141.06,0.0667,0.3659,0.1743,0.4432,low 9993,Botswana,2018,rural,Security,Mid_Level,2.38,95774,0.1001,86191,0.5383,46398,69,0.8044,0.8396,592.04,0.0849,0.95,0.7135,0.8244,high 9994,Ghana,2023,capital,ICT,Junior,33.3,894883,0.1129,793891,0.56,444592,40,0.608,0.8171,311.53,0.0715,0.6557,0.4769,0.6976,high 9995,South Africa,2022,capital,Justice,Senior,61.02,3270087,0.0992,2945832,0.7393,2177759,66,0.6924,0.9088,740.42,0.0749,0.8225,0.6538,0.859,high 9996,Nigeria,2025,capital,Education,Junior,235.75,5203090,0.1629,4355473,0.4632,2017326,31,0.5769,0.8033,278.02,0.0659,0.6294,0.4758,0.6336,moderate 9997,Senegal,2021,rural,Health,Senior,16.62,315496,0.1725,261076,0.3084,80528,23,0.6542,0.8115,441.36,0.0686,0.7004,0.3895,0.5722,moderate 9998,Senegal,2025,rural,Education,Junior,18.49,393218,0.1647,328472,0.3487,114534,26,0.5434,0.8248,188.94,0.0483,0.6585,0.3551,0.5861,moderate 9999,Nigeria,2025,rural,Security,Junior,235.75,4476780,0.2325,3435813,0.2946,1012041,31,0.5423,0.7688,268.59,0.0608,0.6524,0.33,0.5566,moderate 10000,Tanzania,2020,rural,Health,Senior,59.53,951073,0.1542,804401,0.2865,230470,34,0.5524,0.7525,448.22,0.0521,0.6018,0.426,0.5837,moderate